Update version number to v1.6.44

README.md

@@ -112,7 +112,7 @@ CyberStrikeAI is an **AI-native security testing platform** built in Go. It inte
 - 🔒 Password-protected web UI, audit logs, and SQLite persistence
 - 📚 Knowledge base (RAG) with embedding-based vector retrieval (cosine similarity), optional **Eino Compose** indexing pipeline, and configurable post-retrieval budgets / reranking hooks
 - 📁 Conversation grouping with pinning, rename, and batch management
-- 📂 **Project management**: group conversations and vulnerabilities by project; **shared facts** (project blackboard) persist cross-session context (targets, env, auth notes) with auto-injection for agents and MCP tools (`upsert_project_fact`, `get_project_fact`, …)
+- 📂 **Project management**: shared facts (blackboard) across sessions, `upsert_project_fact` + `links` to chain paths; attack-chain and project fact graph views
 - 🛡️ Vulnerability management with CRUD operations, severity tracking, status workflow, and statistics
 - 📋 Batch task management: create task queues, add multiple tasks, and execute them sequentially
 - 🎭 Role-based testing: predefined security testing roles (Penetration Testing, CTF, Web App Scanning, etc.) with custom prompts and tool restrictions
@@ -312,7 +312,7 @@ Requirements / tips:
 ### Tool Orchestration & Extensions
 - **YAML recipes** in `tools/*.yaml` describe commands, arguments, prompts, and metadata.
 - **Directory hot-reload** – pointing `security.tools_dir` to a folder is usually enough; inline definitions in `config.yaml` remain supported for quick experiments.
-- **Large-result pagination** – outputs beyond 200 KB are stored as artifacts retrievable through the `query_execution_result` tool with paging, filters, and regex search.
+- **Large tool outputs** – outputs beyond `reduction_max_length_for_trunc` are summarized via Eino reduction with full content persisted under `tmp/reduction/`; use `read_file` on the path in `<persisted-output>`.
 - **Result compression** – multi-megabyte logs can be summarized or losslessly compressed before persisting to keep SQLite lean.
 
 **Creating a custom tool (typical flow)**
@@ -551,6 +551,11 @@ multi_agent:
   # orchestrator_instruction_plan_execute / orchestrator_instruction_supervisor optional
   # eino_skills: { disable: false, filesystem_tools: true, skill_tool_name: skill }
   # eino_middleware: plantask_enable, checkpoint_dir, deep_model_retry_max_retries, deep_output_key, ...
+project:
+  enabled: true              # Enable project blackboard & fact MCP tools
+  fact_index_max_runes: 65000
+  fact_summary_max_runes: 24000
+  default_inject_deprecated: false
 ```
 
 ### Tool Definition Example (`tools/nmap.yaml`)

README_CN.md

@@ -111,7 +111,7 @@ CyberStrikeAI 是一款 **AI 原生安全测试平台**，基于 Go 构建，集
 - 🔒 Web 登录保护、审计日志、SQLite 持久化
 - 📚 知识库（RAG）：向量嵌入与余弦相似度检索（与 Eino `retriever.Retriever` 语义一致），可选 **Eino Compose** 索引流水线及检索后处理（预算、重排等配置项）
 - 📁 对话分组管理：支持分组创建、置顶、重命名、删除等操作
-- 📂 **项目管理**：按项目归类对话与漏洞；**共享事实**（项目黑板）在多会话间沉淀目标/环境/认证等认知，自动注入 Agent 上下文，支持 MCP 工具读写（`upsert_project_fact`、`get_project_fact` 等）
+- 📂 **项目管理**：共享事实（黑板）跨会话沉淀认知，`upsert_project_fact` + `links` 串联攻击路径；聊天攻击链与项目事实图可视化
 - 🛡️ 漏洞管理功能：完整的漏洞 CRUD 操作，支持严重程度分级、状态流转、按对话/严重程度/状态过滤，以及统计看板
 - 📋 批量任务管理：创建任务队列，批量添加任务，依次顺序执行，支持任务编辑与状态跟踪
 - 🎭 角色化测试：预设安全测试角色（渗透测试、CTF、Web 应用扫描等），支持自定义提示词和工具限制
@@ -310,7 +310,7 @@ go build -o cyberstrike-ai cmd/server/main.go
 ### 工具编排与扩展
 - `tools/*.yaml` 定义命令、参数、提示词与元数据，可热加载。
 - `security.tools_dir` 指向目录即可批量启用；仍支持在主配置里内联定义。
-- **大结果分页**：超过 200KB 的输出会保存为附件，可通过 `query_execution_result` 工具分页、过滤、正则检索。
+- **大工具输出**：超过 `reduction_max_length_for_trunc` 时由 Eino reduction 摘要，完整内容落盘至 `tmp/reduction/`；按 `<persisted-output>` 中的路径用 `read_file` 读取。
 - **结果压缩/摘要**：多兆字节日志可先压缩或生成摘要再写入 SQLite，减小档案体积。
 
 **自定义工具的一般步骤**
@@ -549,6 +549,11 @@ multi_agent:
   # orchestrator_instruction_plan_execute / orchestrator_instruction_supervisor 可选
   # eino_skills: { disable: false, filesystem_tools: true, skill_tool_name: skill }
   # eino_middleware: plantask_enable、checkpoint_dir、deep_model_retry_max_retries、deep_output_key 等
+project:
+  enabled: true              # 启用项目黑板与事实 MCP 工具
+  fact_index_max_runes: 65000
+  fact_summary_max_runes: 24000
+  default_inject_deprecated: false
 ```
 
 ### 工具模版示例（`tools/nmap.yaml`）

cmd/mcp-stdio/main.go

@@ -5,7 +5,6 @@ import (
 	"cyberstrike-ai/internal/logger"
 	"cyberstrike-ai/internal/mcp"
 	"cyberstrike-ai/internal/security"
-	"cyberstrike-ai/internal/storage"
 	"flag"
 	"fmt"
 	"os"
@@ -33,23 +32,6 @@ func main() {
 	// 创建安全工具执行器
 	executor := security.NewExecutor(&cfg.Security, mcpServer, log.Logger)
 
-	// 初始化结果存储（与 internal/app/app.go 同样的逻辑）。
-	// stdio 模式下原本不初始化，导致 'exec' 等查询型工具报"结果存储未初始化"。
-	resultStorageDir := "tmp"
-	if cfg.Agent.ResultStorageDir != "" {
-		resultStorageDir = cfg.Agent.ResultStorageDir
-	}
-	if err := os.MkdirAll(resultStorageDir, 0755); err != nil {
-		fmt.Fprintf(os.Stderr, "创建结果存储目录失败: %v\n", err)
-		os.Exit(1)
-	}
-	resultStorage, err := storage.NewFileResultStorage(resultStorageDir, log.Logger)
-	if err != nil {
-		fmt.Fprintf(os.Stderr, "初始化结果存储失败: %v\n", err)
-		os.Exit(1)
-	}
-	executor.SetResultStorage(resultStorage)
-
 	// 注册工具
 	executor.RegisterTools(mcpServer)
 
@@ -61,4 +43,3 @@ func main() {
 		os.Exit(1)
 	}
 }
-

config.yaml

@@ -10,7 +10,7 @@
 # ============================================
 
 # 前端显示的版本号（可选，不填则显示默认版本）
-version: "v1.6.37"
+version: "v1.6.44"
 # 服务器配置
 server:
   host: 0.0.0.0 # 监听地址，0.0.0.0 表示监听所有网络接口
@@ -40,6 +40,9 @@ audit:
   retention_days: 15 # 0 表示不自动清理
   max_detail_bytes: 8192
   auth_failure_cooldown_seconds: 60 # 同一 IP 登录/改密失败审计最短间隔（秒）；未配置时默认 60；-1 关闭节流
+# MCP 状态监控执行记录保留（tool_executions 表）
+monitor:
+  retention_days: 90 # 省略时默认 90；0 表示不自动清理
 # ============================================
 # 对话相关配置
 # ============================================
@@ -58,7 +61,7 @@ openai:
   api_key: sk-xxxxxxx # API 密钥（必填）
   model: qwen3-max # 模型名称（必填）
   max_total_tokens: 120000 # LLM 相关上下文的最大 Token 数限制（内存压缩和攻击链构建会共用此配置）
-  # Eino 路径模型推理：DeepSeek/OpenAI 为 thinking / reasoning_effort 等；provider 为 claude 时合并为 Anthropic 顶层 thinking（extended thinking），mode: off 关闭
+  # Eino 路径模型推理：DeepSeek/OpenAI 为 thinking / reasoning_effort；Claude 4.6+ 为 adaptive + output_config.effort（仅显式配置 effort 时下发）；3.7 为 enabled+budget_tokens:10000（文档示例），effort 不映射，自定义预算用 extra_request_fields
   reasoning:
     mode: on # auto | on | off；off 时不附加任何推理扩展字段
     effort: high # low | medium | high | max | xhigh（最高档：OpenAI 常用 xhigh，部分网关用 max，原样下发）；空表示不指定
@@ -92,8 +95,6 @@ fofa:
 # 达到最大迭代次数时，AI 会自动总结测试结果
 agent:
   max_iterations: 12000 # 全局最大迭代次数（单代理 / Deep / Supervisor / Plan-Execute 主执行器 / 子代理均沿用；agents/*.md 中 max_iterations>0 可单独覆盖）
-  large_result_threshold: 102400 # 大结果阈值（字节），默认50KB，超过此大小会自动保存到存储
-  result_storage_dir: tmp # 结果存储目录，大结果会保存在此目录下
   tool_timeout_minutes: 60 # 单次工具执行最大时长（分钟），超时自动终止；0 表示不限制（不推荐，易出现长时间挂起）
   # system_prompt_path: prompts/single-agent.md # 可选：单代理系统提示文件（相对本配置文件所在目录）；非空且可读时替换内置提示
 
@@ -144,10 +145,10 @@ multi_agent:
     plan_execute_max_step_result_runes: 4000 # plan_execute 每步结果最大字符数（超出截断）
     plan_execute_keep_last_steps: 8 # plan_execute 仅保留最近 N 步正文，早期步骤折叠为标题
     checkpoint_dir: data/eino-checkpoints # P0：进程崩溃/OOM 后同会话自动 ADK Resume；正常结束会删 .ckpt；与「中断并继续」(last_react_*) 是两套机制
-    run_retry_max_attempts: 0 # 429/5xx/网络抖动时整轮 Run 指数退避续跑；0=默认 10（与 deep_model_retry 互补，建议保持默认）
+    run_retry_max_attempts: 0 # 429/5xx/网络抖动时可退避重试次数（run loop + summarization 共用 isEinoTransientRunError）；0=默认 10
     run_retry_max_backoff_sec: 0 # 单次退避上限秒数；0=默认 30
     deep_output_key: final_answer # P0：Eino session 写入最终助手结论（框架内部；Deep/Supervisor 主/eino_single）
-    deep_model_retry_max_retries: 3 # P0：单次 ChatModel API 失败时框架自动重试（超时/502 等）；子代理模型不受此项影响
+    deep_model_retry_max_retries: 0 # 已废弃，请用 run_retry_max_attempts；保留字段仅为兼容旧配置
     task_tool_description_prefix: "" # 非空：仅 Deep 的 task 工具使用自定义描述前缀，运行时会拼接子代理名称；空则走 Eino 默认生成逻辑
   # Eino callbacks + OpenTelemetry：框架级 span（与 Zap 对齐）；默认不向终端用户 UI 推 eino_trace_*（见 sse_trace_to_client）
   eino_callbacks:
@@ -310,7 +311,9 @@ roles_dir: roles # 角色配置文件目录（相对于配置文件所在目录
 project:
   enabled: true
   # default_project_id: "" # 可选：机器人/批量任务创建对话时的默认项目 ID
-  fact_index_max_runes: 6500
-  fact_summary_max_runes: 2400
+  fact_index_max_runes: 65000
+  # 事实关系速览段预算（从索引总预算中预留）
+  fact_index_path_max_runes: 10000 
+  fact_summary_max_runes: 24000
   default_inject_deprecated: false
-  
+

internal/agent/agent.go

@@ -18,7 +18,6 @@ import (
 	"cyberstrike-ai/internal/mcp"
 	"cyberstrike-ai/internal/mcp/builtin"
 	"cyberstrike-ai/internal/openai"
-	"cyberstrike-ai/internal/storage"
 
 	"go.uber.org/zap"
 )
@@ -32,8 +31,6 @@ type Agent struct {
 	externalMCPMgr        *mcp.ExternalMCPManager // 外部MCP管理器
 	logger                *zap.Logger
 	maxIterations         int
-	resultStorage         ResultStorage     // 结果存储
-	largeResultThreshold  int               // 大结果阈值（字节）
 	mu                    sync.RWMutex      // 添加互斥锁以支持并发更新
 	toolNameMapping       map[string]string // 工具名称映射：OpenAI格式 -> 原始格式（用于外部MCP工具）
 	currentConversationID string            // 当前对话ID（用于自动传递给工具）
@@ -41,18 +38,6 @@ type Agent struct {
 	toolDescriptionMode   string            // 工具描述模式: "short" | "full"，默认 short
 }
 
-// ResultStorage 结果存储接口（直接使用 storage 包的类型）
-type ResultStorage interface {
-	SaveResult(executionID string, toolName string, result string) error
-	GetResult(executionID string) (string, error)
-	GetResultPage(executionID string, page int, limit int) (*storage.ResultPage, error)
-	SearchResult(executionID string, keyword string, useRegex bool) ([]string, error)
-	FilterResult(executionID string, filter string, useRegex bool) ([]string, error)
-	GetResultMetadata(executionID string) (*storage.ResultMetadata, error)
-	GetResultPath(executionID string) string
-	DeleteResult(executionID string) error
-}
-
 type agentConversationIDKey struct{}
 
 func withAgentConversationID(ctx context.Context, id string) context.Context {
@@ -83,26 +68,6 @@ func NewAgent(cfg *config.OpenAIConfig, agentCfg *config.AgentConfig, mcpServer
 		maxIterations = 30
 	}
 
-	// 设置大结果阈值，默认50KB
-	largeResultThreshold := 50 * 1024
-	if agentCfg != nil && agentCfg.LargeResultThreshold > 0 {
-		largeResultThreshold = agentCfg.LargeResultThreshold
-	}
-
-	// 设置结果存储目录，默认tmp
-	resultStorageDir := "tmp"
-	if agentCfg != nil && agentCfg.ResultStorageDir != "" {
-		resultStorageDir = agentCfg.ResultStorageDir
-	}
-
-	// 初始化结果存储
-	var resultStorage ResultStorage
-	if resultStorageDir != "" {
-		// 导入storage包（避免循环依赖，使用接口）
-		// 这里需要在实际使用时初始化
-		// 暂时设为nil，在需要时初始化
-	}
-
 	// 配置HTTP Transport，优化连接管理和超时设置
 	transport := &http.Transport{
 		DialContext: (&net.Dialer{
@@ -133,20 +98,11 @@ func NewAgent(cfg *config.OpenAIConfig, agentCfg *config.AgentConfig, mcpServer
 		externalMCPMgr:       externalMCPMgr,
 		logger:               logger,
 		maxIterations:        maxIterations,
-		resultStorage:        resultStorage,
-		largeResultThreshold: largeResultThreshold,
 		toolNameMapping:      make(map[string]string), // 初始化工具名称映射
 		toolDescriptionMode:  "short",
 	}
 }
 
-// SetResultStorage 设置结果存储（用于避免循环依赖）
-func (a *Agent) SetResultStorage(storage ResultStorage) {
-	a.mu.Lock()
-	defer a.mu.Unlock()
-	a.resultStorage = storage
-}
-
 // SetPromptBaseDir 设置单代理 system_prompt_path 相对路径的基准目录（一般为 config.yaml 所在目录）。
 func (a *Agent) SetPromptBaseDir(dir string) {
 	a.mu.Lock()
@@ -663,46 +619,6 @@ func (a *Agent) executeToolViaMCP(ctx context.Context, toolName string, args map
 	}
 
 	resultStr := resultText.String()
-	resultSize := len(resultStr)
-
-	// 检测大结果并保存
-	a.mu.RLock()
-	threshold := a.largeResultThreshold
-	storage := a.resultStorage
-	a.mu.RUnlock()
-
-	if resultSize > threshold && storage != nil {
-		// 异步保存大结果
-		go func() {
-			if err := storage.SaveResult(executionID, toolName, resultStr); err != nil {
-				a.logger.Warn("保存大结果失败",
-					zap.String("executionID", executionID),
-					zap.String("toolName", toolName),
-					zap.Error(err),
-				)
-			} else {
-				a.logger.Info("大结果已保存",
-					zap.String("executionID", executionID),
-					zap.String("toolName", toolName),
-					zap.Int("size", resultSize),
-				)
-			}
-		}()
-
-		// 返回最小化通知
-		lines := strings.Split(resultStr, "\n")
-		filePath := ""
-		if storage != nil {
-			filePath = storage.GetResultPath(executionID)
-		}
-		notification := a.formatMinimalNotification(executionID, toolName, resultSize, len(lines), filePath)
-
-		return &ToolExecutionResult{
-			Result:      notification,
-			ExecutionID: executionID,
-			IsError:     result != nil && result.IsError,
-		}, nil
-	}
 
 	return &ToolExecutionResult{
 		Result:      resultStr,
@@ -711,57 +627,6 @@ func (a *Agent) executeToolViaMCP(ctx context.Context, toolName string, args map
 	}, nil
 }
 
-// formatMinimalNotification 格式化最小化通知
-func (a *Agent) formatMinimalNotification(executionID string, toolName string, size int, lineCount int, filePath string) string {
-	var sb strings.Builder
-
-	sb.WriteString(fmt.Sprintf("工具执行完成。结果已保存（ID: %s）。\n\n", executionID))
-	sb.WriteString("结果信息：\n")
-	sb.WriteString(fmt.Sprintf("  - 工具: %s\n", toolName))
-	sb.WriteString(fmt.Sprintf("  - 大小: %d 字节 (%.2f KB)\n", size, float64(size)/1024))
-	sb.WriteString(fmt.Sprintf("  - 行数: %d 行\n", lineCount))
-	if filePath != "" {
-		sb.WriteString(fmt.Sprintf("  - 文件路径: %s\n", filePath))
-	}
-	sb.WriteString("\n")
-	sb.WriteString("推荐使用 query_execution_result 工具查询完整结果：\n")
-	sb.WriteString(fmt.Sprintf("  - 查询第一页: query_execution_result(execution_id=\"%s\", page=1, limit=100)\n", executionID))
-	sb.WriteString(fmt.Sprintf("  - 搜索关键词: query_execution_result(execution_id=\"%s\", search=\"关键词\")\n", executionID))
-	sb.WriteString(fmt.Sprintf("  - 过滤条件: query_execution_result(execution_id=\"%s\", filter=\"error\")\n", executionID))
-	sb.WriteString(fmt.Sprintf("  - 正则匹配: query_execution_result(execution_id=\"%s\", search=\"\\\\d+\\\\.\\\\d+\\\\.\\\\d+\\\\.\\\\d+\", use_regex=true)\n", executionID))
-	sb.WriteString("\n")
-	if filePath != "" {
-		sb.WriteString("如果 query_execution_result 工具不满足需求，也可以使用其他工具处理文件：\n")
-		sb.WriteString("\n")
-		sb.WriteString("**分段读取示例：**\n")
-		sb.WriteString(fmt.Sprintf("  - 查看前100行: exec(command=\"head\", args=[\"-n\", \"100\", \"%s\"])\n", filePath))
-		sb.WriteString(fmt.Sprintf("  - 查看后100行: exec(command=\"tail\", args=[\"-n\", \"100\", \"%s\"])\n", filePath))
-		sb.WriteString(fmt.Sprintf("  - 查看第50-150行: exec(command=\"sed\", args=[\"-n\", \"50,150p\", \"%s\"])\n", filePath))
-		sb.WriteString("\n")
-		sb.WriteString("**搜索和正则匹配示例：**\n")
-		sb.WriteString(fmt.Sprintf("  - 搜索关键词: exec(command=\"grep\", args=[\"关键词\", \"%s\"])\n", filePath))
-		sb.WriteString(fmt.Sprintf("  - 正则匹配IP地址: exec(command=\"grep\", args=[\"-E\", \"\\\\d+\\\\.\\\\d+\\\\.\\\\d+\\\\.\\\\d+\", \"%s\"])\n", filePath))
-		sb.WriteString(fmt.Sprintf("  - 不区分大小写搜索: exec(command=\"grep\", args=[\"-i\", \"关键词\", \"%s\"])\n", filePath))
-		sb.WriteString(fmt.Sprintf("  - 显示匹配行号: exec(command=\"grep\", args=[\"-n\", \"关键词\", \"%s\"])\n", filePath))
-		sb.WriteString("\n")
-		sb.WriteString("**过滤和统计示例：**\n")
-		sb.WriteString(fmt.Sprintf("  - 统计总行数: exec(command=\"wc\", args=[\"-l\", \"%s\"])\n", filePath))
-		sb.WriteString(fmt.Sprintf("  - 过滤包含error的行: exec(command=\"grep\", args=[\"error\", \"%s\"])\n", filePath))
-		sb.WriteString(fmt.Sprintf("  - 排除空行: exec(command=\"grep\", args=[\"-v\", \"^$\", \"%s\"])\n", filePath))
-		sb.WriteString("\n")
-		sb.WriteString("**完整读取（不推荐大文件）：**\n")
-		sb.WriteString(fmt.Sprintf("  - 使用 cat 工具: cat(file=\"%s\")\n", filePath))
-		sb.WriteString(fmt.Sprintf("  - 使用 exec 工具: exec(command=\"cat\", args=[\"%s\"])\n", filePath))
-		sb.WriteString("\n")
-		sb.WriteString("**注意：**\n")
-		sb.WriteString("  - 直接读取大文件可能会再次触发大结果保存机制\n")
-		sb.WriteString("  - 建议优先使用分段读取和搜索功能，避免一次性加载整个文件\n")
-		sb.WriteString("  - 正则表达式语法遵循标准 POSIX 正则表达式规范\n")
-	}
-
-	return sb.String()
-}
-
 // UpdateConfig 更新OpenAI配置
 func (a *Agent) UpdateConfig(cfg *config.OpenAIConfig) {
 	a.mu.Lock()
@@ -923,6 +788,23 @@ func (a *Agent) RecordLocalToolExecution(toolName string, args map[string]interf
 	return a.mcpServer.RecordCompletedToolInvocation(toolName, args, resultText, invokeErr)
 }
 
+// UpdateMCPExecutionDisplayResult 将监控库中的工具结果更新为送入模型的展示正文（reduction 后）。
+func (a *Agent) UpdateMCPExecutionDisplayResult(executionID, resultText string) {
+	if a == nil || strings.TrimSpace(executionID) == "" {
+		return
+	}
+	text := resultText
+	if strings.TrimSpace(text) == "" {
+		text = "（无输出）"
+	}
+	tr := &mcp.ToolResult{
+		Content: []mcp.Content{{Type: "text", Text: text}},
+	}
+	if a.mcpServer != nil {
+		_ = a.mcpServer.UpdateToolExecutionResult(executionID, tr)
+	}
+}
+
 // CancelMCPToolExecutionWithNote 取消一次进行中的 MCP 工具（先内部后外部），与监控页「终止工具」一致；note 非空时合并进返回给模型的文本。
 func (a *Agent) CancelMCPToolExecutionWithNote(executionID, note string) bool {
 	executionID = strings.TrimSpace(executionID)

internal/agent/agent_test.go

@@ -1,21 +1,16 @@
 package agent
 
 import (
-	"os"
-	"path/filepath"
-	"strings"
 	"testing"
-	"time"
 
 	"cyberstrike-ai/internal/config"
 	"cyberstrike-ai/internal/mcp"
-	"cyberstrike-ai/internal/storage"
 
 	"go.uber.org/zap"
 )
 
 // setupTestAgent 创建测试用的Agent
-func setupTestAgent(t *testing.T) (*Agent, *storage.FileResultStorage) {
+func setupTestAgent(t *testing.T) *Agent {
 	logger := zap.NewNop()
 	mcpServer := mcp.NewServer(logger)
 
@@ -26,205 +21,10 @@ func setupTestAgent(t *testing.T) (*Agent, *storage.FileResultStorage) {
 	}
 
 	agentCfg := &config.AgentConfig{
-		MaxIterations:        10,
-		LargeResultThreshold: 100, // 设置较小的阈值便于测试
-		ResultStorageDir:     "",
+		MaxIterations: 10,
 	}
 
-	agent := NewAgent(openAICfg, agentCfg, mcpServer, nil, logger, 10)
-
-	// 创建测试存储
-	tmpDir := filepath.Join(os.TempDir(), "test_agent_storage_"+time.Now().Format("20060102_150405"))
-	testStorage, err := storage.NewFileResultStorage(tmpDir, logger)
-	if err != nil {
-		t.Fatalf("创建测试存储失败: %v", err)
-	}
-
-	agent.SetResultStorage(testStorage)
-
-	return agent, testStorage
-}
-
-func TestAgent_FormatMinimalNotification(t *testing.T) {
-	agent, testStorage := setupTestAgent(t)
-	_ = testStorage // 避免未使用变量警告
-
-	executionID := "test_exec_001"
-	toolName := "nmap_scan"
-	size := 50000
-	lineCount := 1000
-	filePath := "tmp/test_exec_001.txt"
-
-	notification := agent.formatMinimalNotification(executionID, toolName, size, lineCount, filePath)
-
-	// 验证通知包含必要信息
-	if !strings.Contains(notification, executionID) {
-		t.Errorf("通知中应该包含执行ID: %s", executionID)
-	}
-
-	if !strings.Contains(notification, toolName) {
-		t.Errorf("通知中应该包含工具名称: %s", toolName)
-	}
-
-	if !strings.Contains(notification, "50000") {
-		t.Errorf("通知中应该包含大小信息")
-	}
-
-	if !strings.Contains(notification, "1000") {
-		t.Errorf("通知中应该包含行数信息")
-	}
-
-	if !strings.Contains(notification, "query_execution_result") {
-		t.Errorf("通知中应该包含查询工具的使用说明")
-	}
-}
-
-func TestAgent_ExecuteToolViaMCP_LargeResult(t *testing.T) {
-	agent, _ := setupTestAgent(t)
-
-	// 创建模拟的MCP工具结果（大结果）
-	largeResult := &mcp.ToolResult{
-		Content: []mcp.Content{
-			{
-				Type: "text",
-				Text: strings.Repeat("This is a test line with some content.\n", 1000), // 约50KB
-			},
-		},
-		IsError: false,
-	}
-
-	// 模拟MCP服务器返回大结果
-	// 由于我们需要模拟CallTool的行为，这里需要创建一个mock或者使用实际的MCP服务器
-	// 为了简化测试，我们直接测试结果处理逻辑
-
-	// 设置阈值
-	agent.mu.Lock()
-	agent.largeResultThreshold = 1000 // 设置较小的阈值
-	agent.mu.Unlock()
-
-	// 创建执行ID
-	executionID := "test_exec_large_001"
-	toolName := "test_tool"
-
-	// 格式化结果
-	var resultText strings.Builder
-	for _, content := range largeResult.Content {
-		resultText.WriteString(content.Text)
-		resultText.WriteString("\n")
-	}
-
-	resultStr := resultText.String()
-	resultSize := len(resultStr)
-
-	// 检测大结果并保存
-	agent.mu.RLock()
-	threshold := agent.largeResultThreshold
-	storage := agent.resultStorage
-	agent.mu.RUnlock()
-
-	if resultSize > threshold && storage != nil {
-		// 保存大结果
-		err := storage.SaveResult(executionID, toolName, resultStr)
-		if err != nil {
-			t.Fatalf("保存大结果失败: %v", err)
-		}
-
-		// 生成通知
-		lines := strings.Split(resultStr, "\n")
-		filePath := storage.GetResultPath(executionID)
-		notification := agent.formatMinimalNotification(executionID, toolName, resultSize, len(lines), filePath)
-
-		// 验证通知格式
-		if !strings.Contains(notification, executionID) {
-			t.Errorf("通知中应该包含执行ID")
-		}
-
-		// 验证结果已保存
-		savedResult, err := storage.GetResult(executionID)
-		if err != nil {
-			t.Fatalf("获取保存的结果失败: %v", err)
-		}
-
-		if savedResult != resultStr {
-			t.Errorf("保存的结果与原始结果不匹配")
-		}
-	} else {
-		t.Fatal("大结果应该被检测到并保存")
-	}
-}
-
-func TestAgent_ExecuteToolViaMCP_SmallResult(t *testing.T) {
-	agent, _ := setupTestAgent(t)
-
-	// 创建小结果
-	smallResult := &mcp.ToolResult{
-		Content: []mcp.Content{
-			{
-				Type: "text",
-				Text: "Small result content",
-			},
-		},
-		IsError: false,
-	}
-
-	// 设置较大的阈值
-	agent.mu.Lock()
-	agent.largeResultThreshold = 100000 // 100KB
-	agent.mu.Unlock()
-
-	// 格式化结果
-	var resultText strings.Builder
-	for _, content := range smallResult.Content {
-		resultText.WriteString(content.Text)
-		resultText.WriteString("\n")
-	}
-
-	resultStr := resultText.String()
-	resultSize := len(resultStr)
-
-	// 检测大结果
-	agent.mu.RLock()
-	threshold := agent.largeResultThreshold
-	storage := agent.resultStorage
-	agent.mu.RUnlock()
-
-	if resultSize > threshold && storage != nil {
-		t.Fatal("小结果不应该被保存")
-	}
-
-	// 小结果应该直接返回
-	if resultSize <= threshold {
-		// 这是预期的行为
-		if resultStr == "" {
-			t.Fatal("小结果应该直接返回，不应该为空")
-		}
-	}
-}
-
-func TestAgent_SetResultStorage(t *testing.T) {
-	agent, _ := setupTestAgent(t)
-
-	// 创建新的存储
-	tmpDir := filepath.Join(os.TempDir(), "test_new_storage_"+time.Now().Format("20060102_150405"))
-	newStorage, err := storage.NewFileResultStorage(tmpDir, zap.NewNop())
-	if err != nil {
-		t.Fatalf("创建新存储失败: %v", err)
-	}
-
-	// 设置新存储
-	agent.SetResultStorage(newStorage)
-
-	// 验证存储已更新
-	agent.mu.RLock()
-	currentStorage := agent.resultStorage
-	agent.mu.RUnlock()
-
-	if currentStorage != newStorage {
-		t.Fatal("存储未正确更新")
-	}
-
-	// 清理
-	os.RemoveAll(tmpDir)
+	return NewAgent(openAICfg, agentCfg, mcpServer, nil, logger, 10)
 }
 
 func TestAgent_NewAgent_DefaultValues(t *testing.T) {
@@ -243,14 +43,6 @@ func TestAgent_NewAgent_DefaultValues(t *testing.T) {
 	if agent.maxIterations != 30 {
 		t.Errorf("默认迭代次数不匹配。期望: 30, 实际: %d", agent.maxIterations)
 	}
-
-	agent.mu.RLock()
-	threshold := agent.largeResultThreshold
-	agent.mu.RUnlock()
-
-	if threshold != 50*1024 {
-		t.Errorf("默认阈值不匹配。期望: %d, 实际: %d", 50*1024, threshold)
-	}
 }
 
 func TestAgent_NewAgent_CustomConfig(t *testing.T) {
@@ -264,9 +56,7 @@ func TestAgent_NewAgent_CustomConfig(t *testing.T) {
 	}
 
 	agentCfg := &config.AgentConfig{
-		MaxIterations:        20,
-		LargeResultThreshold: 100 * 1024, // 100KB
-		ResultStorageDir:     "custom_tmp",
+		MaxIterations: 20,
 	}
 
 	agent := NewAgent(openAICfg, agentCfg, mcpServer, nil, logger, 15)
@@ -274,12 +64,4 @@ func TestAgent_NewAgent_CustomConfig(t *testing.T) {
 	if agent.maxIterations != 15 {
 		t.Errorf("迭代次数不匹配。期望: 15, 实际: %d", agent.maxIterations)
 	}
-
-	agent.mu.RLock()
-	threshold := agent.largeResultThreshold
-	agent.mu.RUnlock()
-
-	if threshold != 100*1024 {
-		t.Errorf("阈值不匹配。期望: %d, 实际: %d", 100*1024, threshold)
-	}
 }

internal/agent/default_single_system_prompt.go

@@ -1,7 +1,7 @@
 package agent
 
 import (
-	"cyberstrike-ai/internal/project"
+	"cyberstrike-ai/internal/projectprompt"
 )
 
 // DefaultSingleAgentSystemPrompt 单代理（Eino ADK / MCP）内置系统提示；可通过 agent.system_prompt_path 覆盖为文件。
@@ -107,7 +107,7 @@ func DefaultSingleAgentSystemPrompt() string {
 - 若最近一步得到 404/空结果/无效响应，不得直接结束；至少再进行一次“同目标不同策略”的验证（如变更路径、参数、请求方法、上下文来源）。
 - 避免无效空转：同一工具+同类参数连续失败 3 次后，必须切换策略（改工具、改入口、改假设）并说明切换原因。
 
-` + project.FactRecordingBlackboardSection(false) + `
+` + projectprompt.FactRecordingBlackboardSection(false) + `
 
 ## 技能库（Skills）与知识库
 

internal/app/app.go

@@ -25,10 +25,10 @@ import (
 	"cyberstrike-ai/internal/logger"
 	"cyberstrike-ai/internal/mcp"
 	"cyberstrike-ai/internal/mcp/builtin"
+	"cyberstrike-ai/internal/monitor"
 	"cyberstrike-ai/internal/robot"
 	"cyberstrike-ai/internal/security"
 	"cyberstrike-ai/internal/skillpackage"
-	"cyberstrike-ai/internal/storage"
 
 	"github.com/gin-gonic/gin"
 	"github.com/google/uuid"
@@ -100,6 +100,10 @@ func New(cfg *config.Config, log *logger.Logger, configPath string) (*App, error
 	auditSvc.PurgeExpired()
 	audit.StartRetentionLoop(auditSvc, log.Logger)
 
+	monitorRetention := monitor.NewService(db, cfg, log.Logger)
+	monitorRetention.PurgeExpired()
+	monitor.StartRetentionLoop(monitorRetention, log.Logger)
+
 	// 创建MCP服务器（带数据库持久化）
 	mcpServer := mcp.NewServerWithStorage(log.Logger, db)
 	mcpServer.ConfigureHTTPToolCallTimeoutFromAgentMinutes(cfg.Agent.ToolTimeoutMinutes)
@@ -130,23 +134,6 @@ func New(cfg *config.Config, log *logger.Logger, configPath string) (*App, error
 		externalMCPMgr.StartAllEnabled()
 	}
 
-	// 初始化结果存储
-	resultStorageDir := "tmp"
-	if cfg.Agent.ResultStorageDir != "" {
-		resultStorageDir = cfg.Agent.ResultStorageDir
-	}
-
-	// 确保存储目录存在
-	if err := os.MkdirAll(resultStorageDir, 0755); err != nil {
-		return nil, fmt.Errorf("创建结果存储目录失败: %w", err)
-	}
-
-	// 创建结果存储实例
-	resultStorage, err := storage.NewFileResultStorage(resultStorageDir, log.Logger)
-	if err != nil {
-		return nil, fmt.Errorf("初始化结果存储失败: %w", err)
-	}
-
 	// 创建Agent
 	maxIterations := cfg.Agent.MaxIterations
 	if maxIterations <= 0 {
@@ -155,12 +142,6 @@ func New(cfg *config.Config, log *logger.Logger, configPath string) (*App, error
 	agent := agent.NewAgent(&cfg.OpenAI, &cfg.Agent, mcpServer, externalMCPMgr, log.Logger, maxIterations)
 	agent.UpdateToolDescriptionMode(cfg.Security.ToolDescriptionMode)
 
-	// 设置结果存储到Agent
-	agent.SetResultStorage(resultStorage)
-
-	// 设置结果存储到Executor（用于查询工具）
-	executor.SetResultStorage(resultStorage)
-
 	// 初始化知识库模块（如果启用）
 	var knowledgeManager *knowledge.Manager
 	var knowledgeRetriever *knowledge.Retriever
@@ -322,7 +303,8 @@ func New(cfg *config.Config, log *logger.Logger, configPath string) (*App, error
 	plantaskBase := filepath.Join(skillsDir, plantaskRel)
 	// Match eino_adk_run_loop: checkpoint_dir is used as configured (relative to process CWD when not absolute).
 	checkpointBase := strings.TrimSpace(cfg.MultiAgent.EinoMiddleware.CheckpointDir)
-	db.SetEinoConversationDirs(plantaskBase, checkpointBase)
+	reductionRoot := strings.TrimSpace(cfg.MultiAgent.EinoMiddleware.ReductionRootDir)
+	db.SetEinoConversationDirs(plantaskBase, checkpointBase, reductionRoot)
 	agent.SetPromptBaseDir(configDir)
 
 	agentsDir := cfg.AgentsDir
@@ -349,6 +331,7 @@ func New(cfg *config.Config, log *logger.Logger, configPath string) (*App, error
 	}
 	monitorHandler := handler.NewMonitorHandler(mcpServer, executor, db, log.Logger)
 	monitorHandler.SetAudit(auditSvc)
+	monitorHandler.SetMonitorRetention(monitorRetention)
 	monitorHandler.SetExternalMCPManager(externalMCPMgr) // 设置外部MCP管理器，以便获取外部MCP执行记录
 	notificationHandler := handler.NewNotificationHandler(db, agentHandler, log.Logger)
 	groupHandler := handler.NewGroupHandler(db, log.Logger)
@@ -392,9 +375,10 @@ func New(cfg *config.Config, log *logger.Logger, configPath string) (*App, error
 	// 创建OpenAPI处理器
 	conversationHandler := handler.NewConversationHandler(db, log.Logger)
 	conversationHandler.SetAudit(auditSvc)
+	conversationHandler.SetTaskStopper(agentHandler)
 	auditHandler := handler.NewAuditHandler(db, auditSvc, log.Logger)
 	robotHandler := handler.NewRobotHandler(cfg, db, agentHandler, log.Logger)
-	openAPIHandler := handler.NewOpenAPIHandler(db, log.Logger, resultStorage, conversationHandler, agentHandler)
+	openAPIHandler := handler.NewOpenAPIHandler(db, log.Logger, conversationHandler, agentHandler)
 
 	// 创建 App 实例（部分字段稍后填充）
 	app := &App{
@@ -853,6 +837,7 @@ func setupRoutes(
 		protected.PUT("/batch-tasks/:queueId/schedule-enabled", agentHandler.SetBatchQueueScheduleEnabled)
 		protected.DELETE("/batch-tasks/:queueId", agentHandler.DeleteBatchQueue)
 		protected.PUT("/batch-tasks/:queueId/tasks/:taskId", agentHandler.UpdateBatchTask)
+		protected.POST("/batch-tasks/:queueId/tasks/:taskId/run", agentHandler.RunSingleBatchTask)
 		protected.POST("/batch-tasks/:queueId/tasks", agentHandler.AddBatchTask)
 		protected.DELETE("/batch-tasks/:queueId/tasks/:taskId", agentHandler.DeleteBatchTask)
 
@@ -900,6 +885,7 @@ func setupRoutes(
 		protected.POST("/config/apply", configHandler.ApplyConfig)
 		protected.POST("/config/test-openai", configHandler.TestOpenAI)
 		protected.POST("/config/test-vision", configHandler.TestVision)
+		protected.POST("/config/list-models", configHandler.ListModels)
 
 		// 系统设置 - 终端（执行命令，提高运维效率）
 		protected.POST("/terminal/run", terminalHandler.RunCommand)
@@ -1091,6 +1077,11 @@ func setupRoutes(
 		protected.GET("/projects/:id", projectHandler.GetProject)
 		protected.PUT("/projects/:id", projectHandler.UpdateProject)
 		protected.DELETE("/projects/:id", projectHandler.DeleteProject)
+		protected.GET("/projects/:id/fact-graph", projectHandler.GetFactGraph)
+		protected.GET("/projects/:id/fact-edges", projectHandler.ListFactEdges)
+		protected.POST("/projects/:id/fact-edges", projectHandler.CreateFactEdge)
+		protected.DELETE("/projects/:id/fact-edges/:edgeId", projectHandler.DeleteFactEdge)
+		protected.POST("/projects/:id/promote-attack-chain/:conversationId", projectHandler.PromoteAttackChain)
 		protected.GET("/projects/:id/facts", projectHandler.ListFacts)
 		protected.POST("/projects/:id/facts", projectHandler.CreateFact)
 		protected.PUT("/projects/:id/facts/:factId", projectHandler.UpdateFact)
@@ -1131,6 +1122,7 @@ func setupRoutes(
 		c2Routes.POST("/listeners/:id/start", c2Handler.StartListener)
 		c2Routes.POST("/listeners/:id/stop", c2Handler.StopListener)
 		c2Routes.GET("/sessions", c2Handler.ListSessions)
+		c2Routes.DELETE("/sessions", c2Handler.DeleteSessions)
 		c2Routes.GET("/sessions/:id", c2Handler.GetSession)
 		c2Routes.DELETE("/sessions/:id", c2Handler.DeleteSession)
 		c2Routes.PUT("/sessions/:id/sleep", c2Handler.SetSessionSleep)

internal/app/c2_tools.go

@@ -61,6 +61,7 @@ func registerC2ListenerTool(s *mcp.Server, m *c2.Manager, l *zap.Logger, webList
 - stop: 停止监听器（需 listener_id）
 - delete: 删除监听器（需 listener_id）
 监听器类型: tcp_reverse, http_beacon, https_beacon, websocket
+tcp_reverse 默认仅接受 CSB1 加密 Beacon（AES-GCM + ImplantToken）才登记会话；经典 bash/nc 反弹需在 config.allow_legacy_shell=true（公网不推荐）。
 端口约束：create/update 的 bind_port 禁止与本平台 Web/API 所用端口相同。当前本服务该端口为 %d（配置项 server.port，随进程启动从配置文件加载）。若 bind_port 与此相同会导致本服务或监听器 bind 失败、Beacon/oneliner 误连到 Web 而非 C2。请为监听器另选空闲端口。`, webListenPort),
 		InputSchema: map[string]interface{}{
 			"type": "object",
@@ -74,7 +75,7 @@ func registerC2ListenerTool(s *mcp.Server, m *c2.Manager, l *zap.Logger, webList
 				"bind_port":   map[string]interface{}{"type": "integer", "description": fmt.Sprintf("绑定端口（create 必填）。须 ≠ %d（当前本服务 Web/API 端口，配置 server.port）", webListenPort), "minimum": 1, "maximum": 65535},
 				"profile_id":  map[string]interface{}{"type": "string", "description": "Malleable Profile ID"},
 				"remark":      map[string]interface{}{"type": "string", "description": "备注"},
-				"config":      map[string]interface{}{"type": "object", "description": "高级配置（beacon 路径/TLS/OPSEC 等），create/update 可用"},
+				"config":      map[string]interface{}{"type": "object", "description": "高级配置（beacon 路径/TLS/OPSEC 等），create/update 可用。tcp_reverse 可选 allow_legacy_shell:true 允许未加密经典 shell（默认 false）"},
 			},
 			"required": []string{"action"},
 		},
@@ -222,20 +223,23 @@ func registerC2SessionTool(s *mcp.Server, m *c2.Manager, l *zap.Logger) {
 	s.RegisterTool(mcp.Tool{
 		Name: builtin.ToolC2Session,
 		Description: `C2 会话管理。通过 action 参数选择操作：
-- list: 列出会话（可按 listener_id/status/os/search 过滤）
+- list: 列出会话（可按 listener_id/status/os/search/suspicious 过滤）
 - get: 获取会话详情及最近任务历史（需 session_id）
 - set_sleep: 设置心跳间隔（需 session_id）
 - kill: 下发 exit 任务让 implant 退出（需 session_id）
-- delete: 删除会话记录（需 session_id）`,
+- delete: 删除单个会话记录（需 session_id）
+- delete_batch: 批量删除会话（需 session_ids 数组）`,
 		InputSchema: map[string]interface{}{
 			"type": "object",
 			"properties": map[string]interface{}{
-				"action":         map[string]interface{}{"type": "string", "description": "操作: list/get/set_sleep/kill/delete", "enum": []string{"list", "get", "set_sleep", "kill", "delete"}},
+				"action":         map[string]interface{}{"type": "string", "description": "操作: list/get/set_sleep/kill/delete/delete_batch", "enum": []string{"list", "get", "set_sleep", "kill", "delete", "delete_batch"}},
 				"session_id":     map[string]interface{}{"type": "string", "description": "会话 ID（get/set_sleep/kill/delete 需要）"},
+				"session_ids":    map[string]interface{}{"type": "array", "items": map[string]interface{}{"type": "string"}, "description": "会话 ID 列表（delete_batch）"},
 				"listener_id":    map[string]interface{}{"type": "string", "description": "按监听器过滤（list）"},
 				"status":         map[string]interface{}{"type": "string", "description": "按状态过滤: active/sleeping/dead/killed（list）"},
 				"os":             map[string]interface{}{"type": "string", "description": "按 OS 过滤: linux/windows/darwin（list）"},
 				"search":         map[string]interface{}{"type": "string", "description": "模糊搜索 hostname/username/IP（list）"},
+				"suspicious":     map[string]interface{}{"type": "boolean", "description": "仅疑似误报：离线且 tcp_* / unknown / PID 0（list）"},
 				"limit":          map[string]interface{}{"type": "integer", "description": "返回数量上限（list）"},
 				"sleep_seconds":  map[string]interface{}{"type": "integer", "description": "心跳间隔秒数（set_sleep）"},
 				"jitter_percent": map[string]interface{}{"type": "integer", "description": "抖动百分比 0-100（set_sleep）"},
@@ -257,6 +261,9 @@ func registerC2SessionTool(s *mcp.Server, m *c2.Manager, l *zap.Logger) {
 			if limit := int(getFloat64(params, "limit")); limit > 0 {
 				filter.Limit = limit
 			}
+			if v, ok := params["suspicious"].(bool); ok && v {
+				filter.Suspicious = true
+			}
 			sessions, err := m.DB().ListC2Sessions(filter)
 			return makeC2Result(map[string]interface{}{"sessions": sessions, "count": len(sessions)}, err)
 
@@ -274,8 +281,16 @@ func registerC2SessionTool(s *mcp.Server, m *c2.Manager, l *zap.Logger) {
 		case "set_sleep":
 			sleep := int(getFloat64(params, "sleep_seconds"))
 			jitter := int(getFloat64(params, "jitter_percent"))
-			err := m.DB().SetC2SessionSleep(id, sleep, jitter)
-			return makeC2Result(map[string]interface{}{"updated": err == nil, "sleep_seconds": sleep, "jitter_percent": jitter}, err)
+			task, err := m.SetSessionSleep(id, sleep, jitter)
+			out := map[string]interface{}{
+				"updated":        err == nil,
+				"sleep_seconds":  sleep,
+				"jitter_percent": jitter,
+			}
+			if task != nil {
+				out["task_id"] = task.ID
+			}
+			return makeC2Result(out, err)
 
 		case "kill":
 			task, err := m.EnqueueTask(c2.EnqueueTaskInput{
@@ -292,6 +307,17 @@ func registerC2SessionTool(s *mcp.Server, m *c2.Manager, l *zap.Logger) {
 			err := m.DB().DeleteC2Session(id)
 			return makeC2Result(map[string]interface{}{"deleted": err == nil}, err)
 
+		case "delete_batch":
+			rawIDs, _ := params["session_ids"].([]interface{})
+			ids := make([]string, 0, len(rawIDs))
+			for _, v := range rawIDs {
+				if s, ok := v.(string); ok && strings.TrimSpace(s) != "" {
+					ids = append(ids, strings.TrimSpace(s))
+				}
+			}
+			n, err := m.DB().DeleteC2SessionsByIDs(ids)
+			return makeC2Result(map[string]interface{}{"deleted": n}, err)
+
 		default:
 			return makeC2Result(nil, fmt.Errorf("unknown action: %s", action))
 		}
@@ -491,11 +517,11 @@ func registerC2PayloadTool(s *mcp.Server, m *c2.Manager, l *zap.Logger, webListe
 		Name: builtin.ToolC2Payload,
 		Description: fmt.Sprintf(`C2 Payload 生成。通过 action 参数选择操作：
 - oneliner: 生成单行 payload。kind 必须与监听器协议一致，否则会失败：
-  • tcp_reverse：裸 TCP 反弹，可用 kind: bash, nc, nc_mkfifo, python, perl, powershell（bash 指 /dev/tcp 类，不是 HTTP）。
+  • tcp_reverse：默认仅支持 build 加密 Beacon；若监听器 config.allow_legacy_shell=true，才可用 kind: bash, nc, nc_mkfifo, python, perl, powershell。
   • http_beacon / https_beacon / websocket：仅 HTTP(S) Beacon 轮询，oneliner 只能用 kind: curl_beacon（脚本内用 bash+curl，与「tcp 的 bash」不同）。curl_beacon 返回串末尾含「 &」用于把整个 bash -c 放后台；若用 exec/execute 同步执行，必须整段原样复制（含末尾 &）。若删掉 &，内部 while 死循环占满前台，调用会一直阻塞到超时/杀进程。
-  • 需要经典 bash 反弹 shell 时：先 c2_listener create type=tcp_reverse，再对该监听器用 kind=bash。
+  • 公网部署 tcp_reverse 请用 build 生成加密 Beacon，勿开启 allow_legacy_shell。
   • 省略 kind 时，会按监听器类型自动选第一个兼容类型（HTTP 系默认为 curl_beacon）。
-- build: 交叉编译 beacon 二进制。支持 http_beacon / https_beacon / websocket / tcp_reverse（tcp_reverse 下植入端回连后先发魔数 CSB1，再走与 HTTP 相同的 AES-GCM JSON 语义；未发魔数的连接仍按经典交互 shell 处理）。
+- build: 交叉编译 beacon 二进制。支持 http_beacon / https_beacon / websocket / tcp_reverse（tcp_reverse 植入端回连后先发魔数 CSB1，再经 AES-GCM 解密且校验 ImplantToken 后才登记会话）。
 依赖的监听器 bind_port 须避开本服务 Web 端口 %d（配置 server.port，与 c2_listener 描述一致），否则 Beacon 无法正确回连。`, webListenPort),
 		InputSchema: map[string]interface{}{
 			"type": "object",
@@ -540,6 +566,9 @@ func registerC2PayloadTool(s *mcp.Server, m *c2.Manager, l *zap.Logger, webListe
 				}
 				return makeC2Result(nil, fmt.Errorf("监听器类型 %s 不支持 %s，兼容类型: %v", listener.Type, kind, names))
 			}
+			if err := c2.ValidateOnelinerForListener(listener, kind); err != nil {
+				return makeC2Result(nil, err)
+			}
 			input := c2.OnelinerInput{
 				Kind:         kind,
 				Host:         host,

internal/app/project_fact_tools.go

@@ -89,6 +89,28 @@ func registerProjectFactTools(mcpServer *mcp.Server, db *database.DB, cfg *confi
 					"type":        "string",
 					"description": "可选：关联的漏洞记录 ID",
 				},
+				"links": map[string]interface{}{
+					"type": "array",
+					"description": "可选：关系边（from → 当前 fact）。finding 至少 1 条 {from:target/*, type:discovered_on}；finding 上记录 exploit 用 {from:exploit/*, type:exploits}。省略保留已有边；传 [] 清空全部关系边。",
+					"items": map[string]interface{}{
+						"type": "object",
+						"properties": map[string]interface{}{
+							"from": map[string]interface{}{
+								"type":        "string",
+								"description": "来源 fact_key：存储为 from → 当前 fact",
+							},
+							"type": map[string]interface{}{
+								"type":        "string",
+								"description": "depends_on | leads_to | enables | exploits | discovered_on | contains | part_of | supports",
+							},
+							"confidence": map[string]interface{}{
+								"type":        "string",
+								"description": "confirmed | tentative | deprecated",
+							},
+						},
+						"required": []string{"from", "type"},
+					},
+				},
 			},
 			"required": []string{"fact_key", "summary"},
 		},
@@ -124,7 +146,26 @@ func registerProjectFactTools(mcpServer *mcp.Server, db *database.DB, cfg *confi
 		if err != nil {
 			return textResult("错误: "+err.Error(), true), nil
 		}
+		if _, hasLinks := args["links"]; hasLinks {
+			linkInputs, err := project.ParseFactLinkInputs(args["links"])
+			if err != nil {
+				return textResult("错误: "+err.Error(), true), nil
+			}
+			convID := agent.ConversationIDFromContext(ctx)
+			if err := project.PersistFactLinksFromParsed(db, projectID, created.FactKey, convID, linkInputs, true); err != nil {
+				return textResult("错误: 保存关系边失败: "+err.Error(), true), nil
+			}
+			created, _ = db.GetProjectFactByKey(projectID, created.FactKey)
+		} else if parsed := project.ParseLinksFromBody(created.Body); len(parsed) > 0 {
+			if err := project.PersistFactIncomingLinks(db, projectID, created.FactKey, parsed, true); err != nil {
+				return textResult("错误: 从 body 解析边失败: "+err.Error(), true), nil
+			}
+			created, _ = db.GetProjectFactByKey(projectID, created.FactKey)
+		}
 		msg := fmt.Sprintf("事实已保存。\nfact_key: %s\nid: %s\nconfidence: %s", created.FactKey, created.ID, created.Confidence)
+		if in, _ := db.ListIncomingProjectFactEdges(projectID, created.FactKey); len(in) > 0 {
+			msg += "\n关系边: " + project.FormatFactLinksText(in)
+		}
 		if warn := project.SparseBodyWarningIfNeeded(f.Category, f.FactKey, f.Body); warn != "" {
 			msg += warn
 		}
@@ -164,6 +205,18 @@ func registerProjectFactTools(mcpServer *mcp.Server, db *database.DB, cfg *confi
 		if f.SourceConversationID != "" {
 			msg += fmt.Sprintf("\nsource_conversation_id: %s", f.SourceConversationID)
 		}
+		if in, _ := db.ListIncomingProjectFactEdges(projectID, f.FactKey); len(in) > 0 {
+			msg += "\n关系边（from → 本 fact）:\n"
+			for _, e := range in {
+				msg += fmt.Sprintf("- %s ← %s (%s)\n", e.EdgeType, e.SourceFactKey, e.Confidence)
+			}
+		}
+		if out, _ := db.ListOutgoingProjectFactEdges(projectID, f.FactKey); len(out) > 0 {
+			msg += "指向其他事实:\n"
+			for _, e := range out {
+				msg += fmt.Sprintf("- %s → %s (%s)\n", e.EdgeType, e.TargetFactKey, e.Confidence)
+			}
+		}
 		msg += "\n\n--- body ---\n" + f.Body
 		if warn := project.SparseBodyWarningIfNeeded(f.Category, f.FactKey, f.Body); warn != "" {
 			msg += warn

internal/attackchain/promote_project.go

@@ -0,0 +1,203 @@
+package attackchain
+
+import (
+	"fmt"
+	"regexp"
+	"strings"
+
+	"cyberstrike-ai/internal/database"
+	"cyberstrike-ai/internal/project"
+
+	"github.com/google/uuid"
+)
+
+var promoteSlugSanitizer = regexp.MustCompile(`[^a-z0-9._/-]+`)
+
+// PromoteToProjectResult 攻击链沉淀结果。
+type PromoteToProjectResult struct {
+	FactsCreated int                         `json:"facts_created"`
+	FactsUpdated int                         `json:"facts_updated"`
+	EdgesCreated int                         `json:"edges_created"`
+	FactKeys     []string                    `json:"fact_keys"`
+	Graph        *database.ProjectFactGraph  `json:"graph,omitempty"`
+}
+
+// PromoteToProject 将对话攻击链沉淀为项目事实与边。
+func PromoteToProject(db *database.DB, projectID, conversationID string) (*PromoteToProjectResult, error) {
+	if db == nil {
+		return nil, fmt.Errorf("database 未初始化")
+	}
+	projectID = strings.TrimSpace(projectID)
+	conversationID = strings.TrimSpace(conversationID)
+	if projectID == "" || conversationID == "" {
+		return nil, fmt.Errorf("project_id 与 conversation_id 必填")
+	}
+	if _, err := db.GetProject(projectID); err != nil {
+		return nil, fmt.Errorf("项目不存在")
+	}
+	conv, err := db.GetConversation(conversationID)
+	if err != nil {
+		return nil, fmt.Errorf("对话不存在")
+	}
+	if pid := strings.TrimSpace(conv.ProjectID); pid != "" && pid != projectID {
+		return nil, fmt.Errorf("对话已绑定其他项目")
+	}
+
+	nodes, err := db.LoadAttackChainNodes(conversationID)
+	if err != nil {
+		return nil, err
+	}
+	edges, err := db.LoadAttackChainEdges(conversationID)
+	if err != nil {
+		return nil, err
+	}
+	if len(nodes) == 0 {
+		return nil, fmt.Errorf("该对话尚无攻击链，请先在对话中生成攻击链")
+	}
+
+	res := &PromoteToProjectResult{}
+	nodeToKey := make(map[string]string, len(nodes))
+	usedKeys := map[string]int{}
+
+	for _, node := range nodes {
+		key := allocatePromoteFactKey(node, usedKeys)
+		nodeToKey[node.ID] = key
+		category := mapPromoteNodeCategory(node.Type)
+		existing, getErr := db.GetProjectFactByKey(projectID, key)
+		f := &database.ProjectFact{
+			ProjectID:            projectID,
+			FactKey:              key,
+			Category:             category,
+			Summary:              strings.TrimSpace(node.Label),
+			Body:                 formatPromotedFactBody(node, conversationID),
+			Confidence:           "tentative",
+			SourceConversationID: conversationID,
+		}
+		if getErr == nil && existing != nil {
+			f.ID = existing.ID
+			f.CreatedAt = existing.CreatedAt
+			if strings.TrimSpace(f.Summary) == "" {
+				f.Summary = existing.Summary
+			}
+			if _, err := db.UpsertProjectFact(f); err != nil {
+				return nil, err
+			}
+			res.FactsUpdated++
+		} else {
+			if _, err := db.UpsertProjectFact(f); err != nil {
+				return nil, err
+			}
+			res.FactsCreated++
+		}
+		res.FactKeys = append(res.FactKeys, key)
+	}
+
+	for _, edge := range edges {
+		srcKey, ok1 := nodeToKey[edge.Source]
+		tgtKey, ok2 := nodeToKey[edge.Target]
+		if !ok1 || !ok2 || srcKey == tgtKey {
+			continue
+		}
+		edgeType := mapPromoteEdgeType(edge.Type)
+		incoming, _ := db.ListIncomingProjectFactEdges(projectID, tgtKey)
+		merged := project.MergeLinkFromInputsUnique(promoteFromEdgeInputsFromDB(incoming), []database.ProjectFactEdgeFromInput{{From: srcKey, Type: edgeType}})
+		if err := db.ReplaceIncomingProjectFactEdges(projectID, tgtKey, merged); err != nil {
+			return nil, err
+		}
+		res.EdgesCreated++
+		if fact, err := db.GetProjectFactByKey(projectID, tgtKey); err == nil {
+			in, _ := db.ListIncomingProjectFactEdges(projectID, tgtKey)
+			fact.Body = project.SyncBodyLinksSection(fact.Body, in)
+			_, _ = db.UpsertProjectFact(fact)
+		}
+	}
+
+	graph, _ := project.BuildProjectFactGraph(db, projectID, "full", true)
+	res.Graph = graph
+	return res, nil
+}
+
+func promoteFromEdgeInputsFromDB(edges []*database.ProjectFactEdge) []database.ProjectFactEdgeFromInput {
+	out := make([]database.ProjectFactEdgeFromInput, 0, len(edges))
+	for _, e := range edges {
+		out = append(out, database.ProjectFactEdgeFromInput{From: e.SourceFactKey, Type: e.EdgeType, Confidence: e.Confidence})
+	}
+	return out
+}
+
+func mapPromoteNodeCategory(nodeType string) string {
+	switch strings.ToLower(strings.TrimSpace(nodeType)) {
+	case "target":
+		return project.FactCategoryTarget
+	case "vulnerability":
+		return project.FactCategoryFinding
+	case "action":
+		return project.FactCategoryChain
+	default:
+		return project.FactCategoryNote
+	}
+}
+
+func mapPromoteEdgeType(t string) string {
+	switch strings.ToLower(strings.TrimSpace(t)) {
+	case "discovers", "discovered_on", "targets":
+		return "discovered_on"
+	case "exploits":
+		return "exploits"
+	case "enables":
+		return "enables"
+	case "depends_on":
+		return "depends_on"
+	default:
+		return "leads_to"
+	}
+}
+
+func allocatePromoteFactKey(node Node, used map[string]int) string {
+	prefix := "chain/"
+	switch strings.ToLower(strings.TrimSpace(node.Type)) {
+	case "target":
+		prefix = "target/"
+	case "vulnerability":
+		prefix = "finding/"
+	case "action":
+		prefix = "chain/"
+	}
+	base := promoteSlugify(node.Label)
+	if base == "" {
+		base = promoteSlugify(node.ID)
+	}
+	if base == "" {
+		base = uuid.New().String()[:8]
+	}
+	key := prefix + base
+	if n, ok := used[key]; ok {
+		n++
+		used[key] = n
+		key = fmt.Sprintf("%s-%d", key, n)
+	} else {
+		used[key] = 1
+	}
+	return key
+}
+
+func promoteSlugify(s string) string {
+	s = strings.ToLower(strings.TrimSpace(s))
+	s = strings.NewReplacer(" ", "-", "—", "-", "–", "-", "/", "-").Replace(s)
+	s = promoteSlugSanitizer.ReplaceAllString(s, "-")
+	s = strings.Trim(s, "-")
+	if len(s) > 64 {
+		s = s[:64]
+	}
+	return s
+}
+
+func formatPromotedFactBody(node Node, conversationID string) string {
+	var b strings.Builder
+	b.WriteString("## 来源\n")
+	b.WriteString(fmt.Sprintf("- 对话攻击链沉淀\n- source_conversation_id: %s\n- node_id: %s\n- node_type: %s\n\n", conversationID, node.ID, node.Type))
+	b.WriteString("## 摘要\n")
+	b.WriteString(strings.TrimSpace(node.Label))
+	b.WriteString("\n\n## 关联\n- 结构化关系边（自动同步）:\n  （见项目攻击路径图）\n")
+	return b.String()
+}

internal/c2/listener_tcp.go

@@ -20,10 +20,9 @@ import (
 )
 
 // TCPReverseListener 监听 TCP 端口，等待目标机反弹连接。
-// 经典模式：纯交互式 raw shell，与 nc / bash -i >& /dev/tcp 兼容。
-// 二进制 Beacon：连接后先发送魔数 CSB1，随后使用与 HTTP Beacon 相同的 AES-GCM JSON 语义（成帧见 tcp_beacon_server.go）。
-// 每个新连接自动生成一个 implant_uuid（基于远端地址 + 启动时间 hash），登记为 c2_session；
-// 任务派发：使用同步 exec 模式 —— 收到 task 时直接 send 命令字节并读取输出（带结束标记）。
+// 默认仅接受加密 TCP Beacon：连接后先发送魔数 CSB1，再经 AES-GCM 解密且校验 ImplantToken 后才登记会话。
+// 可选经典模式（config.allow_legacy_shell=true）：纯交互式 raw shell，与 nc / bash -i >& /dev/tcp 兼容，无鉴权，仅建议内网实验。
+// 任务派发（经典模式）：同步 exec —— 收到 task 时直接 send 命令字节并读取输出（带结束标记）。
 type TCPReverseListener struct {
 	rec     *database.C2Listener
 	cfg     *ListenerConfig
@@ -122,12 +121,14 @@ func (l *TCPReverseListener) acceptLoop() {
 	}
 }
 
-// handleConn 一个连接=一个会话：先识别二进制 TCP Beacon（魔数 CSB1），否则走经典交互式 shell。
+// handleConn 先识别加密 TCP Beacon（魔数 CSB1 + AES-GCM + Token）；未通过则按配置拒绝或走经典 shell。
 func (l *TCPReverseListener) handleConn(conn net.Conn) {
 	br := bufio.NewReader(conn)
-	_ = conn.SetReadDeadline(time.Now().Add(20 * time.Second))
-	prefix, err := br.Peek(4)
-	if err == nil && len(prefix) == 4 && string(prefix) == tcpBeaconMagic {
+	remote := conn.RemoteAddr().String()
+
+	_ = conn.SetReadDeadline(time.Now().Add(tcpBeaconPeekTimeout))
+	prefix, peekErr := br.Peek(4)
+	if peekErr == nil && len(prefix) == 4 && string(prefix) == tcpBeaconMagic {
 		if _, err := br.Discard(4); err != nil {
 			_ = conn.Close()
 			return
@@ -136,14 +137,22 @@ func (l *TCPReverseListener) handleConn(conn net.Conn) {
 		l.handleTCPBeaconSession(conn, br)
 		return
 	}
+
+	if !l.cfg.AllowLegacyShell {
+		l.logger.Debug("tcp_reverse 拒绝未加密连接", zap.String("remote", remote))
+		_ = conn.Close()
+		return
+	}
+
 	_ = conn.SetReadDeadline(time.Time{})
 	l.handleShellConn(conn, br)
 }
 
-// handleShellConn 经典裸 TCP 反弹 shell（与 nc/bash /dev/tcp 兼容）。
+// handleShellConn 经典裸 TCP 反弹 shell（与 nc/bash /dev/tcp 兼容）；需监听器显式开启 allow_legacy_shell。
 func (l *TCPReverseListener) handleShellConn(conn net.Conn, br *bufio.Reader) {
 	remote := conn.RemoteAddr().String()
 	host, _, _ := net.SplitHostPort(remote)
+
 	// 用 listener+remote_ip 生成稳定 implant_uuid，使同一来源的重连复用同一会话
 	uuidSeed := fmt.Sprintf("%s|%s", l.rec.ID, host)
 	hash := sha256.Sum256([]byte(uuidSeed))

internal/c2/manager.go

@@ -381,8 +381,10 @@ func (m *Manager) IngestCheckIn(listenerID string, req ImplantCheckInRequest) (*
 		Metadata:      req.Metadata,
 	}
 	if existing != nil {
-		// 保留原 ID/FirstSeenAt/Note，避免被覆盖
+		// 保留原 ID/FirstSeenAt/Note 与操作员设置的 sleep/jitter，避免被 beacon 心跳上报覆盖
 		session.FirstSeenAt = existing.FirstSeenAt
+		session.SleepSeconds = existing.SleepSeconds
+		session.JitterPercent = existing.JitterPercent
 		if session.Note == "" {
 			session.Note = existing.Note
 		}
@@ -413,6 +415,44 @@ func (m *Manager) IngestCheckIn(listenerID string, req ImplantCheckInRequest) (*
 	return session, nil
 }
 
+// SetSessionSleep 更新会话期望的心跳间隔，并向植入体下发 sleep 任务以尽快生效。
+func (m *Manager) SetSessionSleep(sessionID string, sleepSeconds, jitterPercent int) (*database.C2Task, error) {
+	if strings.TrimSpace(sessionID) == "" {
+		return nil, ErrInvalidInput
+	}
+	if sleepSeconds < 1 {
+		sleepSeconds = 1
+	}
+	if jitterPercent < 0 {
+		jitterPercent = 0
+	}
+	if jitterPercent > 100 {
+		jitterPercent = 100
+	}
+	if err := m.db.SetC2SessionSleep(sessionID, sleepSeconds, jitterPercent); err != nil {
+		return nil, err
+	}
+	task, err := m.EnqueueTask(EnqueueTaskInput{
+		SessionID: sessionID,
+		TaskType:  TaskTypeSleep,
+		Payload: map[string]interface{}{
+			"seconds": sleepSeconds,
+			"jitter":  jitterPercent,
+		},
+		Source: "manual",
+	})
+	if err != nil {
+		m.logger.Warn("sleep 任务入队失败", zap.Error(err), zap.String("session_id", sessionID))
+	}
+	m.publishEvent("info", "session", sessionID, "",
+		fmt.Sprintf("Sleep 已更新: %ds (抖动 %d%%)", sleepSeconds, jitterPercent),
+		map[string]interface{}{
+			"sleep_seconds":  sleepSeconds,
+			"jitter_percent": jitterPercent,
+		})
+	return task, nil
+}
+
 // MarkSessionDead 心跳超时检测器调用：标记会话为 dead
 func (m *Manager) MarkSessionDead(sessionID string) error {
 	if err := m.db.SetC2SessionStatus(sessionID, string(SessionDead)); err != nil {

internal/c2/manager_sleep_test.go

@@ -0,0 +1,118 @@
+package c2
+
+import (
+	"path/filepath"
+	"testing"
+
+	"cyberstrike-ai/internal/database"
+
+	"go.uber.org/zap"
+)
+
+func TestIngestCheckIn_PreservesOperatorSleepOnHeartbeat(t *testing.T) {
+	tmp := t.TempDir()
+	db, err := database.NewDB(filepath.Join(tmp, "c2.sqlite"), zap.NewNop())
+	if err != nil {
+		t.Fatal(err)
+	}
+	t.Cleanup(func() { _ = db.Close() })
+
+	mgr := NewManager(db, zap.NewNop(), tmp)
+	ln, err := mgr.CreateListener(CreateListenerInput{
+		Name:     "t",
+		Type:     string(ListenerTypeHTTPBeacon),
+		BindHost: "127.0.0.1",
+		BindPort: 18080,
+	})
+	if err != nil {
+		t.Fatal(err)
+	}
+
+	first, err := mgr.IngestCheckIn(ln.ID, ImplantCheckInRequest{
+		ImplantUUID:   "implant-uuid-1",
+		Hostname:      "host1",
+		Username:      "user",
+		OS:            "darwin",
+		Arch:          "amd64",
+		SleepSeconds:  5,
+		JitterPercent: 0,
+	})
+	if err != nil {
+		t.Fatal(err)
+	}
+
+	if err := db.SetC2SessionSleep(first.ID, 30, 20); err != nil {
+		t.Fatal(err)
+	}
+
+	second, err := mgr.IngestCheckIn(ln.ID, ImplantCheckInRequest{
+		ImplantUUID:   "implant-uuid-1",
+		Hostname:      "host1",
+		Username:      "user",
+		OS:            "darwin",
+		Arch:          "amd64",
+		SleepSeconds:  5,
+		JitterPercent: 0,
+	})
+	if err != nil {
+		t.Fatal(err)
+	}
+	if second.SleepSeconds != 30 || second.JitterPercent != 20 {
+		t.Fatalf("expected sleep=30 jitter=20, got sleep=%d jitter=%d", second.SleepSeconds, second.JitterPercent)
+	}
+
+	stored, err := db.GetC2Session(first.ID)
+	if err != nil || stored == nil {
+		t.Fatal(err)
+	}
+	if stored.SleepSeconds != 30 || stored.JitterPercent != 20 {
+		t.Fatalf("db: expected sleep=30 jitter=20, got sleep=%d jitter=%d", stored.SleepSeconds, stored.JitterPercent)
+	}
+}
+
+func TestSetSessionSleep_UpdatesDBAndEnqueuesTask(t *testing.T) {
+	tmp := t.TempDir()
+	db, err := database.NewDB(filepath.Join(tmp, "c2.sqlite"), zap.NewNop())
+	if err != nil {
+		t.Fatal(err)
+	}
+	t.Cleanup(func() { _ = db.Close() })
+
+	mgr := NewManager(db, zap.NewNop(), tmp)
+	ln, err := mgr.CreateListener(CreateListenerInput{
+		Name:     "t2",
+		Type:     string(ListenerTypeHTTPBeacon),
+		BindHost: "127.0.0.1",
+		BindPort: 18081,
+	})
+	if err != nil {
+		t.Fatal(err)
+	}
+	sess, err := mgr.IngestCheckIn(ln.ID, ImplantCheckInRequest{
+		ImplantUUID:  "implant-uuid-2",
+		Hostname:     "host2",
+		Username:     "user",
+		OS:           "linux",
+		Arch:         "amd64",
+		SleepSeconds: 5,
+	})
+	if err != nil {
+		t.Fatal(err)
+	}
+
+	task, err := mgr.SetSessionSleep(sess.ID, 15, 10)
+	if err != nil {
+		t.Fatal(err)
+	}
+	if task == nil || task.TaskType != string(TaskTypeSleep) {
+		t.Fatalf("expected sleep task, got %#v", task)
+	}
+
+	stored, err := db.GetC2Session(sess.ID)
+	if err != nil || stored == nil {
+		t.Fatal(err)
+	}
+	if stored.SleepSeconds != 15 || stored.JitterPercent != 10 {
+		t.Fatalf("expected sleep=15 jitter=10, got sleep=%d jitter=%d", stored.SleepSeconds, stored.JitterPercent)
+	}
+}

internal/c2/payload_oneliner.go

@@ -1,9 +1,12 @@
 package c2
 
 import (
+	"encoding/json"
 	"fmt"
 	"net/url"
 	"strings"
+
+	"cyberstrike-ai/internal/database"
 )
 
 // OnelinerKind 单行 payload 的语言/形式
@@ -79,6 +82,23 @@ type OnelinerInput struct {
 	ImplantToken string // HTTP Beacon 鉴权 token
 }
 
+// ValidateOnelinerForListener 校验 oneliner 与监听器配置是否匹配（如 tcp_reverse 默认要求加密 Beacon）。
+func ValidateOnelinerForListener(listener *database.C2Listener, kind OnelinerKind) error {
+	if listener == nil {
+		return fmt.Errorf("listener is nil")
+	}
+	if ListenerType(listener.Type) == ListenerTypeTCPReverse && tcpOnelinerKinds[kind] {
+		cfg := &ListenerConfig{}
+		if strings.TrimSpace(listener.ConfigJSON) != "" {
+			_ = json.Unmarshal([]byte(listener.ConfigJSON), cfg)
+		}
+		if !cfg.AllowLegacyShell {
+			return fmt.Errorf("监听器未开启 allow_legacy_shell：tcp_reverse 默认仅接受 CSB1 加密 Beacon（AES-GCM + Token）；请用 build 生成 beacon，或显式开启 allow_legacy_shell（公网不推荐）")
+		}
+	}
+	return nil
+}
+
 // GenerateOneliner 生成单行 payload。
 // 设计要点：
 //   - 不依赖目标机预装的可执行（除该 oneliner 关键的 bash/python/perl 等）；

internal/c2/tcp_beacon_server.go

@@ -23,6 +23,9 @@ import (
 // tcpBeaconMagic 二进制 Beacon 在反向 TCP 连接建立后首先发送的 4 字节，用于与经典 shell 反弹区分。
 const tcpBeaconMagic = "CSB1"
 
+// tcpBeaconPeekTimeout 等待 CSB1 魔数的探测窗口；合法 Beacon 连接后立即发送魔数。
+const tcpBeaconPeekTimeout = 2 * time.Second
+
 // tcpBeaconMaxFrame 单帧密文（base64 字符串）最大字节数，防止 OOM。
 const tcpBeaconMaxFrame = 64 << 20
 

internal/c2/types.go

@@ -141,6 +141,8 @@ type ListenerConfig struct {
 	MaxConcurrentTasks int `json:"max_concurrent_tasks,omitempty"`
 	// CallbackHost 植入端/Payload 使用的回连主机名（可选）；与 bind_host 分离，便于 NAT/ECS 等场景
 	CallbackHost string `json:"callback_host,omitempty"`
+	// AllowLegacyShell 为 true 时 tcp_reverse 允许未加密的经典 bash/nc 反弹 shell 登记会话（默认 false，公网部署强烈不建议开启）
+	AllowLegacyShell bool `json:"allow_legacy_shell,omitempty"`
 }
 
 // ApplyDefaults 对未填字段填默认值；调用方负责持久化时序列化新值

internal/config/config.go

@@ -27,6 +27,7 @@ type Config struct {
 	Database    DatabaseConfig        `yaml:"database"`
 	Auth        AuthConfig            `yaml:"auth"`
 	Audit       AuditConfig           `yaml:"audit,omitempty" json:"audit,omitempty"`
+	Monitor     MonitorConfig         `yaml:"monitor,omitempty" json:"monitor,omitempty"`
 	ExternalMCP ExternalMCPConfig     `yaml:"external_mcp,omitempty"`
 	Knowledge   KnowledgeConfig       `yaml:"knowledge,omitempty"`
 	C2          C2Config              `yaml:"c2,omitempty" json:"c2,omitempty"` // 内置 C2 总开关；未配置时默认启用
@@ -45,6 +46,7 @@ type ProjectConfig struct {
 	Enabled                 bool   `yaml:"enabled" json:"enabled"`
 	DefaultProjectID        string `yaml:"default_project_id,omitempty" json:"default_project_id,omitempty"` // 机器人/批量等无显式项目时绑定的默认项目
 	FactIndexMaxRunes       int    `yaml:"fact_index_max_runes,omitempty" json:"fact_index_max_runes,omitempty"`
+	FactIndexPathMaxRunes   int    `yaml:"fact_index_path_max_runes,omitempty" json:"fact_index_path_max_runes,omitempty"`
 	FactSummaryMaxRunes     int    `yaml:"fact_summary_max_runes,omitempty" json:"fact_summary_max_runes,omitempty"`
 	DefaultInjectDeprecated bool   `yaml:"default_inject_deprecated,omitempty" json:"default_inject_deprecated,omitempty"`
 }
@@ -57,6 +59,14 @@ func (c ProjectConfig) FactIndexMaxRunesEffective() int {
 	return c.FactIndexMaxRunes
 }
 
+// FactIndexPathMaxRunesEffective 攻击路径速览段的最大 rune 数（从 fact_index_max_runes 预算中预留）。
+func (c ProjectConfig) FactIndexPathMaxRunesEffective() int {
+	if c.FactIndexPathMaxRunes <= 0 {
+		return 1000
+	}
+	return c.FactIndexPathMaxRunes
+}
+
 // FactSummaryMaxRunesEffective upsert 时 summary 最大 rune 数（索引一行，宜含验证要点）。
 func (c ProjectConfig) FactSummaryMaxRunesEffective() int {
 	if c.FactSummaryMaxRunes <= 0 {
@@ -231,7 +241,7 @@ type MultiAgentEinoMiddlewareConfig struct {
 	PlantaskRelDir string `yaml:"plantask_rel_dir,omitempty" json:"plantask_rel_dir,omitempty"`
 	// Reduction truncates/offloads large tool outputs (requires eino local backend for Write).
 	ReductionEnable       bool     `yaml:"reduction_enable,omitempty" json:"reduction_enable,omitempty"`
-	ReductionRootDir      string   `yaml:"reduction_root_dir,omitempty" json:"reduction_root_dir,omitempty"` // default: os temp + conversation id
+	ReductionRootDir      string   `yaml:"reduction_root_dir,omitempty" json:"reduction_root_dir,omitempty"` // 非空：落盘根目录（默认 tmp/reduction）；其下按 projects/{id} 或 conversations/{id} 隔离
 	ReductionMaxLengthForTrunc int `yaml:"reduction_max_length_for_trunc,omitempty" json:"reduction_max_length_for_trunc,omitempty"` // default 12000
 	ReductionMaxTokensForClear int `yaml:"reduction_max_tokens_for_clear,omitempty" json:"reduction_max_tokens_for_clear,omitempty"` // default 50000
 	ReductionClearExclude []string `yaml:"reduction_clear_exclude,omitempty" json:"reduction_clear_exclude,omitempty"`
@@ -240,7 +250,7 @@ type MultiAgentEinoMiddlewareConfig struct {
 	SummarizationTriggerRatio float64 `yaml:"summarization_trigger_ratio,omitempty" json:"summarization_trigger_ratio,omitempty"`
 	// SummarizationEmitInternalEvents controls middleware internal event emission (default true).
 	SummarizationEmitInternalEvents *bool `yaml:"summarization_emit_internal_events,omitempty" json:"summarization_emit_internal_events,omitempty"`
-	// SummarizationRetryMaxAttempts is extra retries after the first summarization Generate attempt; 0 = default 3.
+	// SummarizationRetryMaxAttempts 已废弃：summarization 与 run loop 共用 run_retry_max_attempts 及 isEinoTransientRunError。
 	SummarizationRetryMaxAttempts int `yaml:"summarization_retry_max_attempts,omitempty" json:"summarization_retry_max_attempts,omitempty"`
 	// PlanExecuteUserInputBudgetRatio caps planner/replanner/executor userInput prompt budget ratio (default 0.35).
 	PlanExecuteUserInputBudgetRatio float64 `yaml:"plan_execute_user_input_budget_ratio,omitempty" json:"plan_execute_user_input_budget_ratio,omitempty"`
@@ -254,9 +264,9 @@ type MultiAgentEinoMiddlewareConfig struct {
 	CheckpointDir string `yaml:"checkpoint_dir,omitempty" json:"checkpoint_dir,omitempty"`
 	// DeepOutputKey passed to deep.Config OutputKey (session final text); empty = off.
 	DeepOutputKey string `yaml:"deep_output_key,omitempty" json:"deep_output_key,omitempty"`
-	// DeepModelRetryMaxRetries > 0 enables deep.Config ModelRetryConfig (framework-level chat model retries).
+	// DeepModelRetryMaxRetries 已废弃：临时错误统一由 run loop 内 isEinoTransientRunError + run_retry_max_attempts 处理。
 	DeepModelRetryMaxRetries int `yaml:"deep_model_retry_max_retries,omitempty" json:"deep_model_retry_max_retries,omitempty"`
-	// RunRetryMaxAttempts > 0：429/5xx/网络抖动时 handler 分段续跑次数；0=默认 10。
+	// RunRetryMaxAttempts > 0：429/5xx/网络抖动时可退避重试次数（run loop 与 summarization 共用）；0=默认 10。
 	RunRetryMaxAttempts int `yaml:"run_retry_max_attempts,omitempty" json:"run_retry_max_attempts,omitempty"`
 	// RunRetryMaxBackoffSec 单次退避上限秒数；0=默认 30。
 	RunRetryMaxBackoffSec int `yaml:"run_retry_max_backoff_sec,omitempty" json:"run_retry_max_backoff_sec,omitempty"`
@@ -593,10 +603,8 @@ type DatabaseConfig struct {
 }
 
 type AgentConfig struct {
-	MaxIterations        int    `yaml:"max_iterations" json:"max_iterations"`
-	LargeResultThreshold int    `yaml:"large_result_threshold" json:"large_result_threshold"` // 大结果阈值（字节），默认50KB
-	ResultStorageDir     string `yaml:"result_storage_dir" json:"result_storage_dir"`         // 结果存储目录，默认tmp
-	ToolTimeoutMinutes   int    `yaml:"tool_timeout_minutes" json:"tool_timeout_minutes"`     // 单次工具执行最大时长（分钟），超时自动终止，防止长时间挂起；0 表示不限制（不推荐）
+	MaxIterations      int    `yaml:"max_iterations" json:"max_iterations"`
+	ToolTimeoutMinutes int    `yaml:"tool_timeout_minutes" json:"tool_timeout_minutes"` // 单次工具执行最大时长（分钟），超时自动终止，防止长时间挂起；0 表示不限制（不推荐）
 	// SystemPromptPath 单代理系统提示 Markdown/文本文件路径（相对 config.yaml 所在目录，或可写绝对路径）。非空且可读时替换内置单代理提示；留空用内置。
 	SystemPromptPath string `yaml:"system_prompt_path,omitempty" json:"system_prompt_path,omitempty"`
 }
@@ -616,6 +624,23 @@ type AuthConfig struct {
 	GeneratedPasswordPersistErr string `yaml:"-" json:"-"`
 }
 
+// MonitorConfig MCP 状态监控（tool_executions）保留策略。
+type MonitorConfig struct {
+	// RetentionDays 执行记录保留天数；省略时默认 90；0 表示不自动清理。
+	RetentionDays *int `yaml:"retention_days,omitempty" json:"retention_days,omitempty"`
+}
+
+// RetentionDaysEffective returns retention; 0 means keep forever; omitted defaults to 90.
+func (m MonitorConfig) RetentionDaysEffective() int {
+	if m.RetentionDays == nil {
+		return 90
+	}
+	if *m.RetentionDays < 0 {
+		return 0
+	}
+	return *m.RetentionDays
+}
+
 // AuditConfig platform operation audit log settings (not chat/tool execution bodies).
 type AuditConfig struct {
 	// Enabled nil or true enables persistence; explicit false disables.
@@ -1267,6 +1292,10 @@ func Default() *Config {
 				Enabled:        &on,
 			}
 		}(),
+		Monitor: func() MonitorConfig {
+			days := 90
+			return MonitorConfig{RetentionDays: &days}
+		}(),
 		Robots: RobotsConfig{
 			Session: RobotSessionConfig{
 				StrictUserIdentity: &strictRobotIdentity,

internal/database/audit.go

@@ -69,12 +69,12 @@ func buildAuditLogsWhere(filter ListAuditLogsFilter) (string, []interface{}) {
 		args = append(args, filter.ResourceID)
 	}
 	if filter.Since != nil {
-		conditions = append(conditions, "created_at >= ?")
-		args = append(args, *filter.Since)
+		conditions = append(conditions, sqliteEpochGE("created_at", ">="))
+		args = append(args, formatSQLiteUTC(*filter.Since))
 	}
 	if filter.Until != nil {
-		conditions = append(conditions, "created_at <= ?")
-		args = append(args, *filter.Until)
+		conditions = append(conditions, sqliteEpochGE("created_at", "<="))
+		args = append(args, formatSQLiteUTC(*filter.Until))
 	}
 	if q := strings.TrimSpace(filter.Query); q != "" {
 		like := "%" + q + "%"
@@ -93,7 +93,9 @@ func (db *DB) AppendAuditLog(row *AuditLog) error {
 		return errors.New("audit id is required")
 	}
 	if row.CreatedAt.IsZero() {
-		row.CreatedAt = time.Now()
+		row.CreatedAt = time.Now().UTC()
+	} else {
+		row.CreatedAt = row.CreatedAt.UTC()
 	}
 	if strings.TrimSpace(row.Level) == "" {
 		row.Level = "info"
@@ -111,7 +113,7 @@ func (db *DB) AppendAuditLog(row *AuditLog) error {
 		) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)
 	`
 	_, err := db.Exec(query,
-		row.ID, row.CreatedAt, row.Level, row.Category, row.Action, row.Result,
+		row.ID, formatSQLiteUTC(row.CreatedAt), row.Level, row.Category, row.Action, row.Result,
 		row.Actor, row.SessionHint, row.ClientIP, row.UserAgent,
 		row.ResourceType, row.ResourceID, row.Message, detailJSON,
 	)
@@ -202,7 +204,7 @@ func (db *DB) ListAuditLogs(filter ListAuditLogsFilter) ([]*AuditLog, error) {
 
 // DeleteAuditLogsBefore removes rows older than cutoff.
 func (db *DB) DeleteAuditLogsBefore(cutoff time.Time) (int64, error) {
-	res, err := db.Exec(`DELETE FROM audit_logs WHERE created_at < ?`, cutoff)
+	res, err := db.Exec(`DELETE FROM audit_logs WHERE `+sqliteEpochGE("created_at", "<"), formatSQLiteUTC(cutoff))
 	if err != nil {
 		return 0, err
 	}

internal/database/audit_time_test.go

@@ -0,0 +1,62 @@
+package database
+
+import (
+	"os"
+	"path/filepath"
+	"strings"
+	"testing"
+	"time"
+
+	"go.uber.org/zap"
+)
+
+func TestBuildAuditLogsWhere_timeFilterSQL(t *testing.T) {
+	since := time.Date(2026, 6, 16, 17, 2, 0, 0, time.UTC)
+	until := time.Date(2026, 6, 17, 3, 3, 0, 0, time.UTC)
+	where, args := buildAuditLogsWhere(ListAuditLogsFilter{Since: &since, Until: &until})
+	if !strings.Contains(where, "strftime('%s', created_at) >=") {
+		t.Fatalf("expected epoch comparison for since, got %q", where)
+	}
+	if !strings.Contains(where, "strftime('%s', created_at) <=") {
+		t.Fatalf("expected epoch comparison for until, got %q", where)
+	}
+	if len(args) != 2 {
+		t.Fatalf("expected 2 time args, got %d", len(args))
+	}
+	for i, arg := range args {
+		s, ok := arg.(string)
+		if !ok || s == "" {
+			t.Fatalf("arg %d: want non-empty UTC RFC3339 string, got %v", i, arg)
+		}
+	}
+}
+
+func TestListAuditLogs_timeFilterMixedStorageFormats(t *testing.T) {
+	root, err := os.Getwd()
+	if err != nil {
+		t.Skip(err)
+	}
+	dbPath := filepath.Join(root, "..", "..", "data", "conversations.db")
+	if _, err := os.Stat(dbPath); err != nil {
+		t.Skip("conversations.db not found")
+	}
+	db, err := NewDB(dbPath, zap.NewNop())
+	if err != nil {
+		t.Fatal(err)
+	}
+	defer db.Close()
+
+	since, _ := ParseRFC3339Time("2026-06-16T17:02:00Z")
+	until, _ := ParseRFC3339Time("2026-06-17T03:03:00Z")
+	filter := ListAuditLogsFilter{Since: &since, Until: &until, Limit: 50}
+	logs, err := db.ListAuditLogs(filter)
+	if err != nil {
+		t.Fatal(err)
+	}
+	for _, row := range logs {
+		at := row.CreatedAt.UTC()
+		if at.Before(since) || at.After(until) {
+			t.Fatalf("log %s at %s outside [%s, %s]", row.ID, at, since, until)
+		}
+	}
+}

internal/database/batch_task.go

@@ -507,6 +507,42 @@ func (db *DB) CancelPendingBatchTasks(queueID string, completedAt time.Time) err
 	return nil
 }
 
+// PrepareBatchSingleTaskRun 准备单条执行：可选重置子任务，并更新队列索引与状态
+func (db *DB) PrepareBatchSingleTaskRun(queueID, taskID string, taskIndex int, resetTask, resumeQueue bool) error {
+	tx, err := db.Begin()
+	if err != nil {
+		return fmt.Errorf("开始事务失败: %w", err)
+	}
+	defer tx.Rollback()
+
+	if resetTask {
+		_, err = tx.Exec(
+			"UPDATE batch_tasks SET status = ?, conversation_id = NULL, started_at = NULL, completed_at = NULL, error = NULL, result = NULL WHERE queue_id = ? AND id = ?",
+			"pending", queueID, taskID,
+		)
+		if err != nil {
+			return fmt.Errorf("重置批量任务状态失败: %w", err)
+		}
+	}
+
+	if resumeQueue {
+		_, err = tx.Exec(
+			"UPDATE batch_task_queues SET status = ?, current_index = ?, completed_at = NULL, last_run_error = NULL WHERE id = ?",
+			"paused", taskIndex, queueID,
+		)
+	} else {
+		_, err = tx.Exec(
+			"UPDATE batch_task_queues SET current_index = ?, last_run_error = NULL WHERE id = ?",
+			taskIndex, queueID,
+		)
+	}
+	if err != nil {
+		return fmt.Errorf("更新批量任务队列状态失败: %w", err)
+	}
+
+	return tx.Commit()
+}
+
 // DeleteBatchTask 删除批量任务
 func (db *DB) DeleteBatchTask(queueID, taskID string) error {
 	_, err := db.Exec(

internal/database/c2.go

@@ -17,6 +17,9 @@ var ErrNoValidC2EventIDs = errors.New("no valid event ids")
 // ErrNoValidC2TaskIDs 批量删除任务时未提供任何合法 ID
 var ErrNoValidC2TaskIDs = errors.New("no valid task ids")
 
+// ErrNoValidC2SessionIDs 批量删除会话时未提供任何合法 ID
+var ErrNoValidC2SessionIDs = errors.New("no valid session ids")
+
 // validC2TextIDForDelete 校验 C2 文本主键（e_/t_/s_/… 等）用于批量删除入参
 func validC2TextIDForDelete(id string) bool {
 	if len(id) < 2 || len(id) > 80 {
@@ -473,6 +476,7 @@ type ListC2SessionsFilter struct {
 	Status     string // active|sleeping|dead|killed；空表示全部
 	OS         string
 	Search     string // 模糊匹配 hostname/username/internal_ip
+	Suspicious bool   // 疑似误报：离线且 hostname 为 tcp_* / 用户名为 unknown / PID 为 0
 	Limit      int    // 0 表示无限制
 }
 
@@ -497,6 +501,11 @@ func (db *DB) ListC2Sessions(filter ListC2SessionsFilter) ([]*C2Session, error)
 		kw := "%" + filter.Search + "%"
 		args = append(args, kw, kw, kw)
 	}
+	if filter.Suspicious {
+		conditions = append(conditions, `status = 'dead' AND (
+			hostname LIKE 'tcp_%' OR LOWER(COALESCE(username,'')) = 'unknown' OR COALESCE(pid, 0) = 0
+		)`)
+	}
 	query := `
 		SELECT id, listener_id, implant_uuid, COALESCE(hostname,''), COALESCE(username,''),
 			COALESCE(os,''), COALESCE(arch,''), COALESCE(pid, 0), COALESCE(process_name,''),
@@ -554,6 +563,44 @@ func (db *DB) DeleteC2Session(id string) error {
 	return nil
 }
 
+// DeleteC2SessionsByIDs 按主键批量删除会话
+func (db *DB) DeleteC2SessionsByIDs(ids []string) (int64, error) {
+	if len(ids) == 0 {
+		return 0, nil
+	}
+	const maxBatch = 500
+	if len(ids) > maxBatch {
+		ids = ids[:maxBatch]
+	}
+	clean := make([]string, 0, len(ids))
+	seen := make(map[string]struct{}, len(ids))
+	for _, id := range ids {
+		id = strings.TrimSpace(id)
+		if !validC2TextIDForDelete(id) {
+			continue
+		}
+		if _, ok := seen[id]; ok {
+			continue
+		}
+		seen[id] = struct{}{}
+		clean = append(clean, id)
+	}
+	if len(clean) == 0 {
+		return 0, ErrNoValidC2SessionIDs
+	}
+	placeholders := strings.Repeat("?,", len(clean)-1) + "?"
+	args := make([]interface{}, len(clean))
+	for i := range clean {
+		args[i] = clean[i]
+	}
+	query := `DELETE FROM c2_sessions WHERE id IN (` + placeholders + `)`
+	res, err := db.Exec(query, args...)
+	if err != nil {
+		return 0, err
+	}
+	return res.RowsAffected()
+}
+
 // ----------------------------------------------------------------------------
 // CRUD：C2 任务
 // ----------------------------------------------------------------------------

internal/database/conversation.go

@@ -352,8 +352,8 @@ func (db *DB) GetConversationLite(id string) (*Conversation, error) {
 
 	conv.Pinned = pinned != 0
 
-	// 加载消息（不加载 process_details）
-	messages, err := db.GetMessages(id)
+	// 加载消息（不加载 process_details / reasoning_content，减少历史会话切换 payload）
+	messages, err := db.GetMessagesLite(id)
 	if err != nil {
 		return nil, fmt.Errorf("加载消息失败: %w", err)
 	}
@@ -382,26 +382,40 @@ func (db *DB) CountConversations(search string) (int, error) {
 	return count, nil
 }
 
+func conversationOrderClause(sortBy, tableAlias string) string {
+	col := "updated_at"
+	if strings.TrimSpace(strings.ToLower(sortBy)) == "created_at" {
+		col = "created_at"
+	}
+	prefix := tableAlias
+	if prefix != "" {
+		prefix += "."
+	}
+	return "ORDER BY " + prefix + col + " DESC"
+}
+
 // ListConversations 列出所有对话
-func (db *DB) ListConversations(limit, offset int, search string) ([]*Conversation, error) {
+func (db *DB) ListConversations(limit, offset int, search, sortBy string) ([]*Conversation, error) {
 	var rows *sql.Rows
 	var err error
 
 	if search != "" {
 		// 使用 EXISTS 子查询代替 LEFT JOIN + DISTINCT，避免大表笛卡尔积
 		searchPattern := "%" + search + "%"
+		orderClause := conversationOrderClause(sortBy, "c")
 		rows, err = db.Query(
 			`SELECT c.id, c.title, COALESCE(c.pinned, 0), c.created_at, c.updated_at, c.project_id
 			 FROM conversations c
 			 WHERE c.title LIKE ?
 			    OR EXISTS (SELECT 1 FROM messages m WHERE m.conversation_id = c.id AND m.content LIKE ?)
-			 ORDER BY c.updated_at DESC
+			 `+orderClause+`
 			 LIMIT ? OFFSET ?`,
 			searchPattern, searchPattern, limit, offset,
 		)
 	} else {
+		orderClause := conversationOrderClause(sortBy, "")
 		rows, err = db.Query(
-			"SELECT id, title, COALESCE(pinned, 0), created_at, updated_at, project_id FROM conversations ORDER BY updated_at DESC LIMIT ? OFFSET ?",
+			"SELECT id, title, COALESCE(pinned, 0), created_at, updated_at, project_id FROM conversations "+orderClause+" LIMIT ? OFFSET ?",
 			limit, offset,
 		)
 	}
@@ -467,11 +481,12 @@ func (db *DB) CountUngroupedConversations() (int, error) {
 }
 
 // ListUngroupedConversations 列出不在任何分组中的对话（最近对话侧栏）。
-func (db *DB) ListUngroupedConversations(limit, offset int) ([]*Conversation, error) {
+func (db *DB) ListUngroupedConversations(limit, offset int, sortBy string) ([]*Conversation, error) {
+	orderClause := conversationOrderClause(sortBy, "c")
 	rows, err := db.Query(
 		`SELECT c.id, c.title, COALESCE(c.pinned, 0), c.created_at, c.updated_at, c.project_id `+
 			ungroupedConversationsSQL+`
-		 ORDER BY c.updated_at DESC
+		 `+orderClause+`
 		 LIMIT ? OFFSET ?`,
 		limit, offset,
 	)
@@ -570,12 +585,14 @@ func (db *DB) DeleteConversation(id string) error {
 		// 不返回错误，继续删除对话
 	}
 
+	projectID, _ := db.GetConversationProjectID(id)
+
 	// 删除对话（外键CASCADE会自动删除其他相关数据）
 	_, err = db.Exec("DELETE FROM conversations WHERE id = ?", id)
 	if err != nil {
 		return fmt.Errorf("删除对话失败: %w", err)
 	}
-	db.removeConversationScopedDirs(id)
+	db.removeConversationScopedDirs(id, projectID)
 
 	db.logger.Info("对话已删除（漏洞记录已保留）", zap.String("conversationId", id))
 	return nil
@@ -613,13 +630,35 @@ func (db *DB) removeConversationScopedDir(base, conversationID, label string) {
 	}
 }
 
-func (db *DB) removeConversationScopedDirs(conversationID string) {
-	// summarization transcript, reduction files, etc.
+func (db *DB) einoReductionBaseDir() string {
+	if db == nil {
+		return ""
+	}
+	if base := strings.TrimSpace(db.einoReductionRootDir); base != "" {
+		return base
+	}
+	return filepath.Join("tmp", "reduction")
+}
+
+func (db *DB) removeConversationScopedDirs(conversationID, projectID string) {
+	// summarization transcript, etc.
 	db.removeConversationScopedDir(db.conversationArtifactsDir, conversationID, "conversation_artifacts")
 	// Eino plantask JSON boards (skills_dir/.eino/plantask/<id>/).
 	db.removeConversationScopedDir(db.einoPlantaskBaseDir, conversationID, "plantask")
 	// Eino ADK runner checkpoints (checkpoint_dir/<id>/).
 	db.removeConversationScopedDir(db.einoCheckpointBaseDir, conversationID, "eino_checkpoint")
+	// Eino reduction persisted tool outputs (tmp/reduction/conversations/<id>/).
+	// Project-bound sessions share projects/<id>/ — skip on single conversation delete.
+	if strings.TrimSpace(projectID) == "" {
+		reductionBase := filepath.Join(db.einoReductionBaseDir(), "conversations")
+		db.removeConversationScopedDir(reductionBase, conversationID, "reduction")
+	}
+}
+
+func (db *DB) removeProjectScopedDirs(projectID string) {
+	// Eino reduction persisted tool outputs (tmp/reduction/projects/<id>/).
+	reductionBase := filepath.Join(db.einoReductionBaseDir(), "projects")
+	db.removeConversationScopedDir(reductionBase, projectID, "reduction")
 }
 
 // SaveAgentTrace 保存最后一轮代理消息轨迹与助手输出摘要。
@@ -796,6 +835,62 @@ func (db *DB) GetMessages(conversationID string) ([]Message, error) {
 	return messages, nil
 }
 
+// GetMessagesLite 获取对话消息（不含 reasoning_content），用于历史会话快速切换。
+func (db *DB) GetMessagesLite(conversationID string) ([]Message, error) {
+	rows, err := db.Query(
+		"SELECT id, conversation_id, role, content, mcp_execution_ids, created_at, updated_at FROM messages WHERE conversation_id = ? ORDER BY created_at ASC, rowid ASC",
+		conversationID,
+	)
+	if err != nil {
+		return nil, fmt.Errorf("查询消息失败: %w", err)
+	}
+	defer rows.Close()
+
+	var messages []Message
+	for rows.Next() {
+		var msg Message
+		var mcpIDsJSON sql.NullString
+		var createdAt string
+		var updatedAt sql.NullString
+
+		if err := rows.Scan(&msg.ID, &msg.ConversationID, &msg.Role, &msg.Content, &mcpIDsJSON, &createdAt, &updatedAt); err != nil {
+			return nil, fmt.Errorf("扫描消息失败: %w", err)
+		}
+
+		var err error
+		msg.CreatedAt, err = time.Parse("2006-01-02 15:04:05.999999999-07:00", createdAt)
+		if err != nil {
+			msg.CreatedAt, err = time.Parse("2006-01-02 15:04:05", createdAt)
+		}
+		if err != nil {
+			msg.CreatedAt, _ = time.Parse(time.RFC3339, createdAt)
+		}
+
+		if updatedAt.Valid && strings.TrimSpace(updatedAt.String) != "" {
+			msg.UpdatedAt, err = time.Parse("2006-01-02 15:04:05.999999999-07:00", updatedAt.String)
+			if err != nil {
+				msg.UpdatedAt, err = time.Parse("2006-01-02 15:04:05", updatedAt.String)
+			}
+			if err != nil {
+				msg.UpdatedAt, _ = time.Parse(time.RFC3339, updatedAt.String)
+			}
+		}
+		if msg.UpdatedAt.IsZero() {
+			msg.UpdatedAt = msg.CreatedAt
+		}
+
+		if mcpIDsJSON.Valid && mcpIDsJSON.String != "" {
+			if err := json.Unmarshal([]byte(mcpIDsJSON.String), &msg.MCPExecutionIDs); err != nil {
+				db.logger.Warn("解析MCP执行ID失败", zap.Error(err))
+			}
+		}
+
+		messages = append(messages, msg)
+	}
+
+	return messages, nil
+}
+
 // turnSliceRange 根据任意一条消息 ID 定位「一轮对话」在 msgs 中的 [start, end) 下标区间（msgs 须已按时间升序，与 GetMessages 一致）。
 // 一轮 = 从某条 user 消息起，至下一条 user 之前（含中间所有 assistant）。
 func turnSliceRange(msgs []Message, anchorID string) (start, end int, err error) {
@@ -964,6 +1059,107 @@ func (db *DB) GetProcessDetails(messageID string) ([]ProcessDetail, error) {
 	return details, nil
 }
 
+// ProcessDetailsSummary 过程详情摘要（用于折叠态展示，避免全量加载）。
+type ProcessDetailsSummary struct {
+	Total          int `json:"total"`
+	IterationCount int `json:"iterationCount"`
+	MaxIteration   int `json:"maxIteration"`
+}
+
+// GetProcessDetailsSummary 统计消息的过程详情数量与迭代轮次。
+func (db *DB) GetProcessDetailsSummary(messageID string) (*ProcessDetailsSummary, error) {
+	var total int
+	if err := db.QueryRow(
+		"SELECT COUNT(*) FROM process_details WHERE message_id = ?",
+		messageID,
+	).Scan(&total); err != nil {
+		return nil, fmt.Errorf("统计过程详情失败: %w", err)
+	}
+
+	summary := &ProcessDetailsSummary{Total: total}
+	if total == 0 {
+		return summary, nil
+	}
+
+	rows, err := db.Query(
+		"SELECT data FROM process_details WHERE message_id = ? AND event_type = 'iteration' ORDER BY created_at ASC, rowid ASC",
+		messageID,
+	)
+	if err != nil {
+		return nil, fmt.Errorf("查询迭代详情失败: %w", err)
+	}
+	defer rows.Close()
+
+	maxIter := 0
+	iterCount := 0
+	for rows.Next() {
+		var dataJSON string
+		if err := rows.Scan(&dataJSON); err != nil {
+			return nil, fmt.Errorf("扫描迭代详情失败: %w", err)
+		}
+		iterCount++
+		if dataJSON == "" {
+			continue
+		}
+		var payload map[string]interface{}
+		if err := json.Unmarshal([]byte(dataJSON), &payload); err != nil {
+			continue
+		}
+		if n, ok := payload["iteration"].(float64); ok && int(n) > maxIter {
+			maxIter = int(n)
+		}
+	}
+	summary.IterationCount = iterCount
+	summary.MaxIteration = maxIter
+	return summary, nil
+}
+
+// GetProcessDetailsPage 分页获取消息的过程详情（按时间升序）。
+func (db *DB) GetProcessDetailsPage(messageID string, limit, offset int) ([]ProcessDetail, int, error) {
+	var total int
+	if err := db.QueryRow(
+		"SELECT COUNT(*) FROM process_details WHERE message_id = ?",
+		messageID,
+	).Scan(&total); err != nil {
+		return nil, 0, fmt.Errorf("统计过程详情失败: %w", err)
+	}
+	if total == 0 || offset >= total {
+		return nil, total, nil
+	}
+
+	rows, err := db.Query(
+		"SELECT id, message_id, conversation_id, event_type, message, data, created_at FROM process_details WHERE message_id = ? ORDER BY created_at ASC, rowid ASC LIMIT ? OFFSET ?",
+		messageID, limit, offset,
+	)
+	if err != nil {
+		return nil, 0, fmt.Errorf("查询过程详情失败: %w", err)
+	}
+	defer rows.Close()
+
+	var details []ProcessDetail
+	for rows.Next() {
+		var detail ProcessDetail
+		var createdAt string
+
+		if err := rows.Scan(&detail.ID, &detail.MessageID, &detail.ConversationID, &detail.EventType, &detail.Message, &detail.Data, &createdAt); err != nil {
+			return nil, 0, fmt.Errorf("扫描过程详情失败: %w", err)
+		}
+
+		var parseErr error
+		detail.CreatedAt, parseErr = time.Parse("2006-01-02 15:04:05.999999999-07:00", createdAt)
+		if parseErr != nil {
+			detail.CreatedAt, parseErr = time.Parse("2006-01-02 15:04:05", createdAt)
+		}
+		if parseErr != nil {
+			detail.CreatedAt, _ = time.Parse(time.RFC3339, createdAt)
+		}
+
+		details = append(details, detail)
+	}
+
+	return details, total, nil
+}
+
 // GetProcessDetailsByConversation 获取对话的所有过程详情（按消息分组）
 func (db *DB) GetProcessDetailsByConversation(conversationID string) (map[string][]ProcessDetail, error) {
 	rows, err := db.Query(

internal/database/conversation_cleanup_test.go

@@ -19,7 +19,8 @@ func TestDeleteConversationRemovesEinoScopedDirs(t *testing.T) {
 
 	plantaskBase := filepath.Join(tmp, "skills", ".eino", "plantask")
 	checkpointBase := filepath.Join(tmp, "eino-checkpoints")
-	db.SetEinoConversationDirs(plantaskBase, checkpointBase)
+	reductionBase := filepath.Join(tmp, "reduction")
+	db.SetEinoConversationDirs(plantaskBase, checkpointBase, reductionBase)
 
 	conv, err := db.CreateConversation("cleanup test", ConversationCreateMeta{})
 	if err != nil {
@@ -34,6 +35,7 @@ func TestDeleteConversationRemovesEinoScopedDirs(t *testing.T) {
 		{db.conversationArtifactsDir, "transcript.txt"},
 		{plantaskBase, "task-1.json"},
 		{checkpointBase, "runner-deep.ckpt"},
+		{filepath.Join(reductionBase, "conversations"), "tool-output.txt"},
 	} {
 		dir := filepath.Join(base.root, seg)
 		if err := os.MkdirAll(dir, 0o755); err != nil {
@@ -48,10 +50,45 @@ func TestDeleteConversationRemovesEinoScopedDirs(t *testing.T) {
 		t.Fatalf("DeleteConversation: %v", err)
 	}
 
-	for _, base := range []string{db.conversationArtifactsDir, plantaskBase, checkpointBase} {
+	for _, base := range []string{db.conversationArtifactsDir, plantaskBase, checkpointBase, filepath.Join(reductionBase, "conversations")} {
 		dir := filepath.Join(base, seg)
 		if _, statErr := os.Stat(dir); !os.IsNotExist(statErr) {
 			t.Fatalf("expected removed dir %s, stat err=%v", dir, statErr)
 		}
 	}
 }
+
+func TestDeleteProjectRemovesReductionDir(t *testing.T) {
+	tmp := t.TempDir()
+	dbPath := filepath.Join(tmp, "conversations.db")
+	db, err := NewDB(dbPath, zap.NewNop())
+	if err != nil {
+		t.Fatalf("NewDB: %v", err)
+	}
+	defer db.Close()
+
+	reductionBase := filepath.Join(tmp, "reduction")
+	db.SetEinoConversationDirs("", "", reductionBase)
+
+	project, err := db.CreateProject(&Project{Name: "cleanup test"})
+	if err != nil {
+		t.Fatalf("CreateProject: %v", err)
+	}
+	seg := sanitizeConversationPathSegment(project.ID)
+	reductionDir := filepath.Join(reductionBase, "projects", seg, "clear")
+	if err := os.MkdirAll(reductionDir, 0o755); err != nil {
+		t.Fatalf("mkdir %s: %v", reductionDir, err)
+	}
+	if err := os.WriteFile(filepath.Join(reductionDir, "call-1.txt"), []byte("x"), 0o644); err != nil {
+		t.Fatalf("write: %v", err)
+	}
+
+	if err := db.DeleteProject(project.ID); err != nil {
+		t.Fatalf("DeleteProject: %v", err)
+	}
+
+	projectReductionDir := filepath.Join(reductionBase, "projects", seg)
+	if _, statErr := os.Stat(projectReductionDir); !os.IsNotExist(statErr) {
+		t.Fatalf("expected removed dir %s, stat err=%v", projectReductionDir, statErr)
+	}
+}

internal/database/database.go

@@ -51,6 +51,7 @@ type DB struct {
 	conversationArtifactsDir string
 	einoPlantaskBaseDir      string // skills_dir + plantask_rel_dir (per-conversation subdirs)
 	einoCheckpointBaseDir    string // checkpoint_dir root (per-conversation subdirs)
+	einoReductionRootDir     string // reduction_root_dir or default tmp/reduction (conversations/<id> subdirs)
 	checkpointLoopName       string
 	checkpointStop           chan struct{}
 	checkpointDone           chan struct{}
@@ -159,12 +160,14 @@ func NewDB(dbPath string, logger *zap.Logger) (*DB, error) {
 
 // SetEinoConversationDirs configures best-effort filesystem cleanup on DeleteConversation.
 // plantaskBase is skills_root/plantask_rel (no conversation id); checkpointBase is checkpoint_dir root.
-func (db *DB) SetEinoConversationDirs(plantaskBase, checkpointBase string) {
+// reductionRoot is reduction_root_dir from config; empty uses tmp/reduction (conversation-scoped subdirs only).
+func (db *DB) SetEinoConversationDirs(plantaskBase, checkpointBase, reductionRoot string) {
 	if db == nil {
 		return
 	}
 	db.einoPlantaskBaseDir = strings.TrimSpace(plantaskBase)
 	db.einoCheckpointBaseDir = strings.TrimSpace(checkpointBase)
+	db.einoReductionRootDir = strings.TrimSpace(reductionRoot)
 }
 
 // initTables 初始化数据库表
@@ -353,6 +356,22 @@ func (db *DB) initTables() error {
 		UNIQUE(project_id, fact_key)
 	);`
 
+	// 项目事实关系边（黑板 DAG）
+	createProjectFactEdgesTable := `
+	CREATE TABLE IF NOT EXISTS project_fact_edges (
+		id TEXT PRIMARY KEY,
+		project_id TEXT NOT NULL,
+		source_fact_key TEXT NOT NULL,
+		target_fact_key TEXT NOT NULL,
+		edge_type TEXT NOT NULL,
+		confidence TEXT NOT NULL DEFAULT 'tentative',
+		source_conversation_id TEXT,
+		created_at DATETIME NOT NULL,
+		updated_at DATETIME NOT NULL,
+		FOREIGN KEY (project_id) REFERENCES projects(id) ON DELETE CASCADE,
+		UNIQUE(project_id, source_fact_key, target_fact_key, edge_type)
+	);`
+
 	// 创建漏洞表
 	createVulnerabilitiesTable := `
 	CREATE TABLE IF NOT EXISTS vulnerabilities (
@@ -591,6 +610,9 @@ func (db *DB) initTables() error {
 	CREATE INDEX IF NOT EXISTS idx_project_facts_project_id ON project_facts(project_id);
 	CREATE INDEX IF NOT EXISTS idx_project_facts_confidence ON project_facts(confidence);
 	CREATE INDEX IF NOT EXISTS idx_project_facts_related_vuln ON project_facts(related_vulnerability_id);
+	CREATE INDEX IF NOT EXISTS idx_project_fact_edges_project ON project_fact_edges(project_id);
+	CREATE INDEX IF NOT EXISTS idx_project_fact_edges_source ON project_fact_edges(project_id, source_fact_key);
+	CREATE INDEX IF NOT EXISTS idx_project_fact_edges_target ON project_fact_edges(project_id, target_fact_key);
 	CREATE INDEX IF NOT EXISTS idx_conversations_project_id ON conversations(project_id);
 	CREATE INDEX IF NOT EXISTS idx_vulnerabilities_project_id ON vulnerabilities(project_id);
 	CREATE INDEX IF NOT EXISTS idx_batch_tasks_queue_id ON batch_tasks(queue_id);
@@ -672,6 +694,10 @@ func (db *DB) initTables() error {
 		return fmt.Errorf("创建project_facts表失败: %w", err)
 	}
 
+	if _, err := db.Exec(createProjectFactEdgesTable); err != nil {
+		return fmt.Errorf("创建project_fact_edges表失败: %w", err)
+	}
+
 	if _, err := db.Exec(createVulnerabilitiesTable); err != nil {
 		return fmt.Errorf("创建vulnerabilities表失败: %w", err)
 	}

internal/database/monitor.go

@@ -72,6 +72,23 @@ func (db *DB) SaveToolExecution(exec *mcp.ToolExecution) error {
 	return nil
 }
 
+// UpdateToolExecutionResult 仅更新结果字段（用于 reduction 后将监控展示与模型上下文对齐）。
+func (db *DB) UpdateToolExecutionResult(id string, result *mcp.ToolResult) error {
+	id = strings.TrimSpace(id)
+	if id == "" || result == nil {
+		return nil
+	}
+	resultBytes, err := json.Marshal(result)
+	if err != nil {
+		return err
+	}
+	_, err = db.Exec(`UPDATE tool_executions SET result = ? WHERE id = ?`, string(resultBytes), id)
+	if err != nil {
+		db.logger.Warn("更新工具执行结果失败", zap.Error(err), zap.String("executionId", id))
+	}
+	return err
+}
+
 // CountToolExecutions 统计工具执行记录总数
 func (db *DB) CountToolExecutions(status, toolName string) (int, error) {
 	query := `SELECT COUNT(*) FROM tool_executions`
@@ -393,6 +410,76 @@ func (db *DB) GetToolExecutionsByIds(ids []string) ([]*mcp.ToolExecution, error)
 	return executions, nil
 }
 
+type toolExecutionStatDelta struct {
+	totalCalls   int
+	successCalls int
+	failedCalls  int
+}
+
+// PurgeToolExecutionsBefore deletes executions older than cutoff and adjusts tool_stats.
+func (db *DB) PurgeToolExecutionsBefore(cutoff time.Time) (int64, error) {
+	query := `
+		SELECT tool_name, status, COUNT(*) AS cnt
+		FROM tool_executions
+		WHERE ` + sqliteEpochGE("start_time", "<") + `
+		GROUP BY tool_name, status
+	`
+	rows, err := db.Query(query, formatSQLiteUTC(cutoff))
+	if err != nil {
+		return 0, err
+	}
+	defer rows.Close()
+
+	deltas := make(map[string]*toolExecutionStatDelta)
+	for rows.Next() {
+		var toolName, status string
+		var count int
+		if err := rows.Scan(&toolName, &status, &count); err != nil {
+			db.logger.Warn("读取待清理执行记录统计失败", zap.Error(err))
+			continue
+		}
+		toolName = strings.TrimSpace(toolName)
+		if toolName == "" || count <= 0 {
+			continue
+		}
+		delta := deltas[toolName]
+		if delta == nil {
+			delta = &toolExecutionStatDelta{}
+			deltas[toolName] = delta
+		}
+		delta.totalCalls += count
+		switch status {
+		case "failed", "cancelled":
+			delta.failedCalls += count
+		case "completed":
+			delta.successCalls += count
+		}
+	}
+	if err := rows.Err(); err != nil {
+		return 0, err
+	}
+
+	res, err := db.Exec(`DELETE FROM tool_executions WHERE `+sqliteEpochGE("start_time", "<"), formatSQLiteUTC(cutoff))
+	if err != nil {
+		return 0, err
+	}
+	deleted, err := res.RowsAffected()
+	if err != nil {
+		return 0, err
+	}
+
+	for toolName, delta := range deltas {
+		if err := db.DecreaseToolStats(toolName, delta.totalCalls, delta.successCalls, delta.failedCalls); err != nil {
+			db.logger.Warn("清理过期执行记录后更新统计失败",
+				zap.Error(err),
+				zap.String("toolName", toolName),
+			)
+		}
+	}
+
+	return deleted, nil
+}
+
 // SaveToolStats 保存工具统计信息
 func (db *DB) SaveToolStats(toolName string, stats *mcp.ToolStats) error {
 	var lastCallTime sql.NullTime

internal/database/monitor_retention_test.go

@@ -0,0 +1,122 @@
+package database
+
+import (
+	"path/filepath"
+	"testing"
+	"time"
+
+	"cyberstrike-ai/internal/mcp"
+
+	"go.uber.org/zap"
+)
+
+func TestPurgeToolExecutionsBefore(t *testing.T) {
+	dbPath := filepath.Join(t.TempDir(), "monitor.db")
+	db, err := NewDB(dbPath, zap.NewNop())
+	if err != nil {
+		t.Fatalf("NewDB: %v", err)
+	}
+	defer db.Close()
+
+	oldStart := time.Now().AddDate(0, 0, -100)
+	newStart := time.Now().AddDate(0, 0, -1)
+
+	oldExec := &mcp.ToolExecution{
+		ID:        "old-completed",
+		ToolName:  "nmap::scan",
+		Arguments: map[string]interface{}{"target": "127.0.0.1"},
+		Status:    "completed",
+		StartTime: oldStart,
+	}
+	oldFailed := &mcp.ToolExecution{
+		ID:        "old-failed",
+		ToolName:  "nmap::scan",
+		Arguments: map[string]interface{}{"target": "127.0.0.1"},
+		Status:    "failed",
+		Error:     "timeout",
+		StartTime: oldStart,
+	}
+	newExec := &mcp.ToolExecution{
+		ID:        "new-completed",
+		ToolName:  "nmap::scan",
+		Arguments: map[string]interface{}{"target": "127.0.0.1"},
+		Status:    "completed",
+		StartTime: newStart,
+	}
+	for _, exec := range []*mcp.ToolExecution{oldExec, oldFailed, newExec} {
+		if err := db.SaveToolExecution(exec); err != nil {
+			t.Fatalf("SaveToolExecution(%s): %v", exec.ID, err)
+		}
+	}
+	if err := db.UpdateToolStats("nmap::scan", 3, 2, 1, &newStart); err != nil {
+		t.Fatalf("UpdateToolStats: %v", err)
+	}
+
+	cutoff := time.Now().AddDate(0, 0, -90)
+	deleted, err := db.PurgeToolExecutionsBefore(cutoff)
+	if err != nil {
+		t.Fatalf("PurgeToolExecutionsBefore: %v", err)
+	}
+	if deleted != 2 {
+		t.Fatalf("deleted = %d, want 2", deleted)
+	}
+
+	if _, err := db.GetToolExecution("old-completed"); err == nil {
+		t.Fatal("old-completed should be deleted")
+	}
+	if _, err := db.GetToolExecution("old-failed"); err == nil {
+		t.Fatal("old-failed should be deleted")
+	}
+	if _, err := db.GetToolExecution("new-completed"); err != nil {
+		t.Fatalf("new-completed should remain: %v", err)
+	}
+
+	stats, err := db.LoadToolStats()
+	if err != nil {
+		t.Fatalf("LoadToolStats: %v", err)
+	}
+	stat := stats["nmap::scan"]
+	if stat == nil {
+		t.Fatal("expected stats for nmap::scan")
+	}
+	if stat.TotalCalls != 1 || stat.SuccessCalls != 1 || stat.FailedCalls != 0 {
+		t.Fatalf("stats after purge = %+v, want total=1 success=1 failed=0", stat)
+	}
+
+	total, err := db.CountToolExecutions("", "")
+	if err != nil {
+		t.Fatalf("CountToolExecutions: %v", err)
+	}
+	if total != 1 {
+		t.Fatalf("remaining executions = %d, want 1", total)
+	}
+}
+
+func TestPurgeToolExecutionsBefore_zeroRetentionSkipsViaService(t *testing.T) {
+	// RetentionDaysEffective: 0 means no purge at service layer; DB method still works when called directly.
+	dbPath := filepath.Join(t.TempDir(), "monitor.db")
+	db, err := NewDB(dbPath, zap.NewNop())
+	if err != nil {
+		t.Fatalf("NewDB: %v", err)
+	}
+	defer db.Close()
+
+	exec := &mcp.ToolExecution{
+		ID:        "ancient",
+		ToolName:  "curl::get",
+		Arguments: map[string]interface{}{},
+		Status:    "completed",
+		StartTime: time.Now().AddDate(-1, 0, 0),
+	}
+	if err := db.SaveToolExecution(exec); err != nil {
+		t.Fatalf("SaveToolExecution: %v", err)
+	}
+
+	deleted, err := db.PurgeToolExecutionsBefore(time.Now())
+	if err != nil {
+		t.Fatalf("PurgeToolExecutionsBefore: %v", err)
+	}
+	if deleted != 1 {
+		t.Fatalf("deleted = %d, want 1", deleted)
+	}
+}

internal/database/project.go

@@ -195,6 +195,7 @@ func (db *DB) DeleteProject(id string) error {
 	if err != nil {
 		return fmt.Errorf("删除项目失败: %w", err)
 	}
+	db.removeProjectScopedDirs(id)
 	return nil
 }
 
@@ -389,7 +390,7 @@ func (db *DB) UpsertProjectFact(f *ProjectFact) (*ProjectFact, error) {
 	return f, nil
 }
 
-// DeprecateProjectFact 将事实标记为 deprecated。
+// DeprecateProjectFact 将事实标记为 deprecated（关联边同步 deprecated）。
 func (db *DB) DeprecateProjectFact(projectID, factKey string) error {
 	res, err := db.Exec(
 		`UPDATE project_facts SET confidence = 'deprecated', updated_at = ? WHERE project_id = ? AND fact_key = ?`,
@@ -402,7 +403,7 @@ func (db *DB) DeprecateProjectFact(projectID, factKey string) error {
 	if n == 0 {
 		return fmt.Errorf("事实不存在")
 	}
-	return nil
+	return db.DeprecateProjectFactEdgesForKey(projectID, factKey)
 }
 
 // RestoreProjectFact 将已废弃事实恢复为 tentative 或 confirmed（重新参与黑板索引）。
@@ -430,9 +431,16 @@ func (db *DB) RestoreProjectFact(projectID, factKey, confidence string) error {
 	return err
 }
 
-// DeleteProjectFact 删除事实。
+// DeleteProjectFact 删除事实（级联删除相关边）。
 func (db *DB) DeleteProjectFact(id string) error {
-	_, err := db.Exec(`DELETE FROM project_facts WHERE id = ?`, id)
+	f, err := db.GetProjectFact(id)
+	if err != nil {
+		return err
+	}
+	if err := db.DeleteProjectFactEdgesForKey(f.ProjectID, f.FactKey); err != nil {
+		return err
+	}
+	_, err = db.Exec(`DELETE FROM project_facts WHERE id = ?`, id)
 	return err
 }
 

internal/database/project_fact_edges.go

@@ -0,0 +1,410 @@
+package database
+
+import (
+	"database/sql"
+	"fmt"
+	"strings"
+	"time"
+
+	"github.com/google/uuid"
+)
+
+// ValidProjectFactEdgeTypes 项目事实图允许的边类型。
+var ValidProjectFactEdgeTypes = map[string]struct{}{
+	"depends_on":    {},
+	"leads_to":      {},
+	"enables":       {},
+	"exploits":      {},
+	"discovered_on": {},
+	"contains":      {},
+	"part_of":       {},
+	"supports":      {},
+}
+
+// ProjectFactEdge 项目事实关系边（source → target）。
+type ProjectFactEdge struct {
+	ID                   string    `json:"id"`
+	ProjectID            string    `json:"project_id"`
+	SourceFactKey        string    `json:"source_fact_key"`
+	TargetFactKey        string    `json:"target_fact_key"`
+	EdgeType             string    `json:"edge_type"`
+	Confidence           string    `json:"confidence"` // confirmed | tentative | deprecated
+	SourceConversationID string    `json:"source_conversation_id,omitempty"`
+	CreatedAt            time.Time `json:"created_at"`
+	UpdatedAt            time.Time `json:"updated_at"`
+}
+
+// ProjectFactEdgeInput 写入边时的输入（出边：source → To）。
+type ProjectFactEdgeInput struct {
+	To         string `json:"to"`
+	Type       string `json:"type"`
+	Confidence string `json:"confidence,omitempty"`
+}
+
+// ProjectFactEdgeFromInput 写入入边时的输入（From → 当前事实）。
+type ProjectFactEdgeFromInput struct {
+	From       string `json:"from"`
+	Type       string `json:"type"`
+	Confidence string `json:"confidence,omitempty"`
+}
+
+// ProjectFactGraphNode 图 API 节点。
+type ProjectFactGraphNode struct {
+	ID         string `json:"id"`
+	FactKey    string `json:"fact_key"`
+	Category   string `json:"category"`
+	Label      string `json:"label"`   // 图节点短标签（截断）
+	Summary    string `json:"summary"` // 完整摘要（侧栏等详情用）
+	Confidence string `json:"confidence"`
+	Type       string `json:"type"`
+	Pinned     bool   `json:"pinned"`
+}
+
+// ProjectFactGraphEdge 图 API 边。
+type ProjectFactGraphEdge struct {
+	ID         string `json:"id"`
+	Source     string `json:"source"`
+	Target     string `json:"target"`
+	Type       string `json:"type"`
+	Confidence string `json:"confidence"`
+}
+
+// ProjectFactGraph 项目事实图。
+type ProjectFactGraph struct {
+	Nodes []ProjectFactGraphNode `json:"nodes"`
+	Edges []ProjectFactGraphEdge `json:"edges"`
+}
+
+// ValidateProjectFactEdgeType 校验边类型。
+func ValidateProjectFactEdgeType(edgeType string) error {
+	edgeType = strings.TrimSpace(strings.ToLower(edgeType))
+	if edgeType == "" {
+		return fmt.Errorf("edge type 不能为空")
+	}
+	if _, ok := ValidProjectFactEdgeTypes[edgeType]; !ok {
+		return fmt.Errorf("无效的 edge type: %s", edgeType)
+	}
+	return nil
+}
+
+func normalizeEdgeConfidence(confidence string) string {
+	confidence = strings.TrimSpace(strings.ToLower(confidence))
+	switch confidence {
+	case "confirmed", "deprecated":
+		return confidence
+	default:
+		return "tentative"
+	}
+}
+
+// ListProjectFactEdgesByProject 列出项目全部边。
+func (db *DB) ListProjectFactEdgesByProject(projectID string) ([]*ProjectFactEdge, error) {
+	rows, err := db.Query(
+		`SELECT id, project_id, source_fact_key, target_fact_key, edge_type, confidence,
+		        COALESCE(source_conversation_id,''), created_at, updated_at
+		   FROM project_fact_edges
+		  WHERE project_id = ?
+		  ORDER BY created_at ASC, rowid ASC`,
+		projectID,
+	)
+	if err != nil {
+		return nil, err
+	}
+	defer rows.Close()
+	return scanProjectFactEdges(rows)
+}
+
+// ListOutgoingProjectFactEdges 列出某事实的全部出边。
+func (db *DB) ListOutgoingProjectFactEdges(projectID, sourceFactKey string) ([]*ProjectFactEdge, error) {
+	rows, err := db.Query(
+		`SELECT id, project_id, source_fact_key, target_fact_key, edge_type, confidence,
+		        COALESCE(source_conversation_id,''), created_at, updated_at
+		   FROM project_fact_edges
+		  WHERE project_id = ? AND source_fact_key = ?
+		  ORDER BY created_at ASC, rowid ASC`,
+		projectID, sourceFactKey,
+	)
+	if err != nil {
+		return nil, err
+	}
+	defer rows.Close()
+	return scanProjectFactEdges(rows)
+}
+
+// ListIncomingProjectFactEdges 列出某事实的全部入边。
+func (db *DB) ListIncomingProjectFactEdges(projectID, targetFactKey string) ([]*ProjectFactEdge, error) {
+	rows, err := db.Query(
+		`SELECT id, project_id, source_fact_key, target_fact_key, edge_type, confidence,
+		        COALESCE(source_conversation_id,''), created_at, updated_at
+		   FROM project_fact_edges
+		  WHERE project_id = ? AND target_fact_key = ?
+		  ORDER BY created_at ASC, rowid ASC`,
+		projectID, targetFactKey,
+	)
+	if err != nil {
+		return nil, err
+	}
+	defer rows.Close()
+	return scanProjectFactEdges(rows)
+}
+
+// ReplaceOutgoingProjectFactEdges 替换某事实的全部出边（links 省略时不调用）。
+func (db *DB) ReplaceOutgoingProjectFactEdges(projectID, sourceFactKey, sourceConversationID string, inputs []ProjectFactEdgeInput) error {
+	sourceFactKey = strings.TrimSpace(sourceFactKey)
+	if sourceFactKey == "" {
+		return fmt.Errorf("source_fact_key 不能为空")
+	}
+	if _, err := db.Exec(
+		`DELETE FROM project_fact_edges WHERE project_id = ? AND source_fact_key = ?`,
+		projectID, sourceFactKey,
+	); err != nil {
+		return fmt.Errorf("清除旧边失败: %w", err)
+	}
+	for _, in := range inputs {
+		target := strings.TrimSpace(in.To)
+		if target == "" {
+			continue
+		}
+		if err := ValidateFactKey(target); err != nil {
+			return fmt.Errorf("target fact_key 无效 (%s): %w", target, err)
+		}
+		if target == sourceFactKey {
+			return fmt.Errorf("边不能指向自身: %s", sourceFactKey)
+		}
+		if err := ValidateProjectFactEdgeType(in.Type); err != nil {
+			return err
+		}
+		edge := &ProjectFactEdge{
+			ID:                   uuid.New().String(),
+			ProjectID:            projectID,
+			SourceFactKey:        sourceFactKey,
+			TargetFactKey:        target,
+			EdgeType:             strings.ToLower(strings.TrimSpace(in.Type)),
+			Confidence:           normalizeEdgeConfidence(in.Confidence),
+			SourceConversationID: sourceConversationID,
+			CreatedAt:            time.Now(),
+			UpdatedAt:            time.Now(),
+		}
+		if err := db.insertProjectFactEdge(edge); err != nil {
+			return err
+		}
+	}
+	return nil
+}
+
+// ReplaceIncomingProjectFactEdges 替换某事实的全部入边（From 为来源 fact_key）。
+func (db *DB) ReplaceIncomingProjectFactEdges(projectID, targetFactKey string, inputs []ProjectFactEdgeFromInput) error {
+	targetFactKey = strings.TrimSpace(targetFactKey)
+	if targetFactKey == "" {
+		return fmt.Errorf("target_fact_key 不能为空")
+	}
+	if _, err := db.Exec(
+		`DELETE FROM project_fact_edges WHERE project_id = ? AND target_fact_key = ?`,
+		projectID, targetFactKey,
+	); err != nil {
+		return fmt.Errorf("清除旧入边失败: %w", err)
+	}
+	for _, in := range inputs {
+		source := strings.TrimSpace(in.From)
+		if source == "" {
+			continue
+		}
+		if err := ValidateFactKey(source); err != nil {
+			return fmt.Errorf("source fact_key 无效 (%s): %w", source, err)
+		}
+		if source == targetFactKey {
+			return fmt.Errorf("边不能指向自身: %s", targetFactKey)
+		}
+		if err := ValidateProjectFactEdgeType(in.Type); err != nil {
+			return err
+		}
+		sourceConversationID := ""
+		if srcFact, err := db.GetProjectFactByKey(projectID, source); err == nil && srcFact != nil {
+			sourceConversationID = srcFact.SourceConversationID
+		}
+		edge := &ProjectFactEdge{
+			ID:                   uuid.New().String(),
+			ProjectID:            projectID,
+			SourceFactKey:        source,
+			TargetFactKey:        targetFactKey,
+			EdgeType:             strings.ToLower(strings.TrimSpace(in.Type)),
+			Confidence:           normalizeEdgeConfidence(in.Confidence),
+			SourceConversationID: sourceConversationID,
+			CreatedAt:            time.Now(),
+			UpdatedAt:            time.Now(),
+		}
+		if err := db.insertProjectFactEdge(edge); err != nil {
+			return err
+		}
+	}
+	return nil
+}
+
+// GetProjectFactEdge 按 ID 获取边。
+func (db *DB) GetProjectFactEdge(edgeID string) (*ProjectFactEdge, error) {
+	var e ProjectFactEdge
+	var createdAt, updatedAt string
+	err := db.QueryRow(
+		`SELECT id, project_id, source_fact_key, target_fact_key, edge_type, confidence,
+		        COALESCE(source_conversation_id,''), created_at, updated_at
+		   FROM project_fact_edges WHERE id = ?`, edgeID,
+	).Scan(&e.ID, &e.ProjectID, &e.SourceFactKey, &e.TargetFactKey, &e.EdgeType, &e.Confidence,
+		&e.SourceConversationID, &createdAt, &updatedAt)
+	if err != nil {
+		return nil, fmt.Errorf("边不存在")
+	}
+	e.CreatedAt = parseDBTime(createdAt)
+	e.UpdatedAt = parseDBTime(updatedAt)
+	return &e, nil
+}
+
+// AddProjectFactEdge 新增单条边（已存在则更新 confidence）。
+func (db *DB) AddProjectFactEdge(projectID string, in ProjectFactEdgeInput, sourceFactKey, sourceConversationID string) (*ProjectFactEdge, error) {
+	sourceFactKey = strings.TrimSpace(sourceFactKey)
+	target := strings.TrimSpace(in.To)
+	if sourceFactKey == "" || target == "" {
+		return nil, fmt.Errorf("source 与 target 必填")
+	}
+	if sourceFactKey == target {
+		return nil, fmt.Errorf("边不能指向自身")
+	}
+	if err := ValidateProjectFactEdgeType(in.Type); err != nil {
+		return nil, err
+	}
+	if err := ValidateFactKey(target); err != nil {
+		return nil, err
+	}
+	now := time.Now()
+	e := &ProjectFactEdge{
+		ID:                   uuid.New().String(),
+		ProjectID:            projectID,
+		SourceFactKey:        sourceFactKey,
+		TargetFactKey:        target,
+		EdgeType:             strings.ToLower(strings.TrimSpace(in.Type)),
+		Confidence:           normalizeEdgeConfidence(in.Confidence),
+		SourceConversationID: sourceConversationID,
+		CreatedAt:            now,
+		UpdatedAt:            now,
+	}
+	_, err := db.Exec(
+		`INSERT INTO project_fact_edges (
+			id, project_id, source_fact_key, target_fact_key, edge_type, confidence,
+			source_conversation_id, created_at, updated_at
+		) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?)
+		ON CONFLICT(project_id, source_fact_key, target_fact_key, edge_type)
+		DO UPDATE SET confidence = excluded.confidence, updated_at = excluded.updated_at`,
+		e.ID, e.ProjectID, e.SourceFactKey, e.TargetFactKey, e.EdgeType, e.Confidence,
+		nullIfEmpty(e.SourceConversationID), e.CreatedAt, e.UpdatedAt,
+	)
+	if err != nil {
+		return nil, fmt.Errorf("添加边失败: %w", err)
+	}
+	// 返回最新
+	rows, err := db.Query(
+		`SELECT id, project_id, source_fact_key, target_fact_key, edge_type, confidence,
+		        COALESCE(source_conversation_id,''), created_at, updated_at
+		   FROM project_fact_edges
+		  WHERE project_id = ? AND source_fact_key = ? AND target_fact_key = ? AND edge_type = ?`,
+		projectID, sourceFactKey, target, e.EdgeType,
+	)
+	if err != nil {
+		return e, nil
+	}
+	defer rows.Close()
+	list, err := scanProjectFactEdges(rows)
+	if err != nil || len(list) == 0 {
+		return e, nil
+	}
+	return list[0], nil
+}
+
+// DeleteProjectFactEdge 删除单条边。
+func (db *DB) DeleteProjectFactEdge(edgeID string) error {
+	res, err := db.Exec(`DELETE FROM project_fact_edges WHERE id = ?`, edgeID)
+	if err != nil {
+		return err
+	}
+	n, _ := res.RowsAffected()
+	if n == 0 {
+		return fmt.Errorf("边不存在")
+	}
+	return nil
+}
+
+func (db *DB) insertProjectFactEdge(e *ProjectFactEdge) error {
+	_, err := db.Exec(
+		`INSERT INTO project_fact_edges (
+			id, project_id, source_fact_key, target_fact_key, edge_type, confidence,
+			source_conversation_id, created_at, updated_at
+		) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?)`,
+		e.ID, e.ProjectID, e.SourceFactKey, e.TargetFactKey, e.EdgeType, e.Confidence,
+		nullIfEmpty(e.SourceConversationID), e.CreatedAt, e.UpdatedAt,
+	)
+	if err != nil {
+		return fmt.Errorf("写入边失败: %w", err)
+	}
+	return nil
+}
+
+// RenameProjectFactKeyEdges 事实 key 变更时同步边上的引用。
+func (db *DB) RenameProjectFactKeyEdges(projectID, oldKey, newKey string) error {
+	oldKey = strings.TrimSpace(oldKey)
+	newKey = strings.TrimSpace(newKey)
+	if oldKey == "" || newKey == "" || oldKey == newKey {
+		return nil
+	}
+	now := time.Now()
+	if _, err := db.Exec(
+		`UPDATE project_fact_edges SET source_fact_key = ?, updated_at = ?
+		  WHERE project_id = ? AND source_fact_key = ?`,
+		newKey, now, projectID, oldKey,
+	); err != nil {
+		return err
+	}
+	_, err := db.Exec(
+		`UPDATE project_fact_edges SET target_fact_key = ?, updated_at = ?
+		  WHERE project_id = ? AND target_fact_key = ?`,
+		newKey, now, projectID, oldKey,
+	)
+	return err
+}
+
+// DeleteProjectFactEdgesForKey 删除与某 fact_key 相关的全部边。
+func (db *DB) DeleteProjectFactEdgesForKey(projectID, factKey string) error {
+	_, err := db.Exec(
+		`DELETE FROM project_fact_edges
+		  WHERE project_id = ? AND (source_fact_key = ? OR target_fact_key = ?)`,
+		projectID, factKey, factKey,
+	)
+	return err
+}
+
+// DeprecateProjectFactEdgesForKey 将关联边标记为 deprecated。
+func (db *DB) DeprecateProjectFactEdgesForKey(projectID, factKey string) error {
+	now := time.Now()
+	_, err := db.Exec(
+		`UPDATE project_fact_edges SET confidence = 'deprecated', updated_at = ?
+		  WHERE project_id = ? AND (source_fact_key = ? OR target_fact_key = ?)
+		    AND confidence != 'deprecated'`,
+		now, projectID, factKey, factKey,
+	)
+	return err
+}
+
+func scanProjectFactEdges(rows *sql.Rows) ([]*ProjectFactEdge, error) {
+	var out []*ProjectFactEdge
+	for rows.Next() {
+		var e ProjectFactEdge
+		var createdAt, updatedAt string
+		if err := rows.Scan(
+			&e.ID, &e.ProjectID, &e.SourceFactKey, &e.TargetFactKey, &e.EdgeType, &e.Confidence,
+			&e.SourceConversationID, &createdAt, &updatedAt,
+		); err != nil {
+			return nil, err
+		}
+		e.CreatedAt = parseDBTime(createdAt)
+		e.UpdatedAt = parseDBTime(updatedAt)
+		out = append(out, &e)
+	}
+	return out, rows.Err()
+}

internal/database/sqltime.go

@@ -0,0 +1,33 @@
+package database
+
+import (
+	"errors"
+	"strings"
+	"time"
+)
+
+// formatSQLiteUTC stores instants as UTC RFC3339 for consistent SQLite reads/writes.
+func formatSQLiteUTC(t time.Time) string {
+	return t.UTC().Format(time.RFC3339Nano)
+}
+
+// sqliteEpochGE returns SQL comparing column to param as Unix seconds (timezone-safe).
+func sqliteEpochGE(column, op string) string {
+	return "strftime('%s', " + column + ") " + op + " strftime('%s', ?)"
+}
+
+// ParseRFC3339Time parses API/query timestamps (RFC3339 or RFC3339Nano).
+func ParseRFC3339Time(value string) (time.Time, error) {
+	value = strings.TrimSpace(value)
+	if value == "" {
+		return time.Time{}, errors.New("empty time value")
+	}
+	if t, err := time.Parse(time.RFC3339Nano, value); err == nil {
+		return t.UTC(), nil
+	}
+	t, err := time.Parse(time.RFC3339, value)
+	if err != nil {
+		return time.Time{}, err
+	}
+	return t.UTC(), nil
+}

internal/einomcp/mcp_tools.go

@@ -16,7 +16,8 @@ import (
 )
 
 // ExecutionRecorder 可选，在 MCP 工具成功返回且带有 execution id 时回调（用于汇总 mcpExecutionIds）。
-type ExecutionRecorder func(executionID string)
+// toolCallID 来自 Eino compose.GetToolCallID，用于与 reduction 后的展示结果关联。
+type ExecutionRecorder func(executionID, toolCallID string)
 
 // ToolErrorPrefix 用于把内部 MCP 执行结果中的 IsError 标记传递到多代理上层。
 // Eino 工具通道目前只支持返回字符串，因此通过前缀标识，随后在多代理 runner 中解析为 success/isError。
@@ -178,7 +179,7 @@ func runMCPToolInvocation(
 		return "", nil
 	}
 	if res.ExecutionID != "" && record != nil {
-		record(res.ExecutionID)
+		record(res.ExecutionID, compose.GetToolCallID(ctx))
 	}
 	if res.IsError {
 		return ToolErrorPrefix + res.Result, nil

internal/einomcp/tool_invoke_notify.go

@@ -2,8 +2,8 @@ package einomcp
 
 import "sync"
 
-// ToolInvokeNotifyHolder 由 Eino run loop 在迭代开始前 Set 回调；MCP 桥在每次 InvokableRun 结束时 Fire，
-// 用于在 ADK 未透出 schema.Tool 事件时仍推送 tool_result、清 pending，避免 UI 卡在「执行中」或迭代末 force-close。
+// ToolInvokeNotifyHolder 由 Eino run loop 在迭代开始前 Set 回调；MCP/execute 桥在工具调用结束时 Fire，
+// 用于清除 pending tool_call（tool_result 由 ADK schema.Tool 事件推送，含流式工具与 reduction 后正文）。
 type ToolInvokeNotifyHolder struct {
 	mu sync.RWMutex
 	fn func(toolCallID, toolName, einoAgent string, success bool, content string, invokeErr error)

internal/handler/agent.go

@@ -190,6 +190,21 @@ func (h *AgentHandler) SetAudit(s *audit.Service) {
 	h.audit = s
 }
 
+// CancelRunningTaskForConversation stops any in-flight agent work for the conversation (idempotent).
+func (h *AgentHandler) CancelRunningTaskForConversation(conversationID string) {
+	if h == nil || conversationID == "" || h.tasks == nil {
+		return
+	}
+	if execID := h.tasks.ActiveMCPExecutionID(conversationID); execID != "" {
+		h.agent.CancelMCPToolExecutionWithNote(execID, "")
+	}
+	if ok, err := h.tasks.CancelTask(conversationID, ErrTaskCancelled); ok {
+		h.logger.Info("已取消会话运行中任务", zap.String("conversationId", conversationID))
+	} else if err != nil {
+		h.logger.Warn("取消会话运行中任务失败", zap.String("conversationId", conversationID), zap.Error(err))
+	}
+}
+
 // HitlToolWhitelistSaver 合并 HITL 免审批工具到全局配置并落盘
 type HitlToolWhitelistSaver interface {
 	MergeHitlToolWhitelistIntoConfig(add []string) error
@@ -631,40 +646,11 @@ func (h *AgentHandler) runRobotEinoSingleWithRetry(
 	assistantMessageID string,
 	taskStatus *string,
 ) (string, string, error) {
-	curHist := history
-	curMsg := finalMessage
-	segmentUserMessage := finalMessage
-	var resultMA *multiagent.RunResult
-	var errMA error
-	var transientRunAttempts int
-	var emptyResponseAttempts int
-	for {
-		resultMA, errMA = multiagent.RunEinoSingleChatModelAgent(
-			taskCtx, h.config, &h.config.MultiAgent, h.agent, h.logger,
-			conversationID, curMsg, curHist, roleTools, progressCallback, nil, h.projectBlackboardBlock(conversationID),
-		)
-		handledEmpty, exhaustedEmpty := h.handleEinoEmptyResponseContinue(
-			taskCtx, conversationID, resultMA, errMA, &emptyResponseAttempts,
-			&curHist, &curMsg, segmentUserMessage, progressCallback, nil,
-		)
-		if exhaustedEmpty {
-			errMA = nil
-			break
-		}
-		if handledEmpty {
-			continue
-		}
-		if errMA == nil {
-			transientRunAttempts = 0
-			emptyResponseAttempts = 0
-			break
-		}
-		if handled, _ := h.handleEinoTransientRetryContinue(
-			taskCtx, conversationID, resultMA, errMA, &transientRunAttempts,
-			&curHist, &curMsg, segmentUserMessage, progressCallback, nil,
-		); handled {
-			continue
-		}
+	resultMA, errMA := multiagent.RunEinoSingleChatModelAgent(
+		taskCtx, h.config, &h.config.MultiAgent, h.agent, h.db, h.logger,
+		conversationID, h.conversationProjectID(conversationID), finalMessage, history, roleTools, progressCallback, nil, h.projectBlackboardBlock(conversationID),
+	)
+	if errMA != nil {
 		*taskStatus = "failed"
 		return h.finalizeRobotAgentError(taskCtx, assistantMessageID, conversationID, resultMA, errMA)
 	}
@@ -680,41 +666,12 @@ func (h *AgentHandler) runRobotMultiAgentWithRetry(
 	assistantMessageID string,
 	taskStatus *string,
 ) (string, string, error) {
-	curHist := history
-	curMsg := finalMessage
-	segmentUserMessage := finalMessage
-	var resultMA *multiagent.RunResult
-	var errMA error
-	var transientRunAttempts int
-	var emptyResponseAttempts int
-	for {
-		resultMA, errMA = multiagent.RunDeepAgent(
-			taskCtx, h.config, &h.config.MultiAgent, h.agent, h.logger,
-			conversationID, curMsg, curHist, roleTools, progressCallback,
-			h.agentsMarkdownDir, orchestration, nil, h.projectBlackboardBlock(conversationID),
-		)
-		handledEmpty, exhaustedEmpty := h.handleEinoEmptyResponseContinue(
-			taskCtx, conversationID, resultMA, errMA, &emptyResponseAttempts,
-			&curHist, &curMsg, segmentUserMessage, progressCallback, nil,
-		)
-		if exhaustedEmpty {
-			errMA = nil
-			break
-		}
-		if handledEmpty {
-			continue
-		}
-		if errMA == nil {
-			transientRunAttempts = 0
-			emptyResponseAttempts = 0
-			break
-		}
-		if handled, _ := h.handleEinoTransientRetryContinue(
-			taskCtx, conversationID, resultMA, errMA, &transientRunAttempts,
-			&curHist, &curMsg, segmentUserMessage, progressCallback, nil,
-		); handled {
-			continue
-		}
+	resultMA, errMA := multiagent.RunDeepAgent(
+		taskCtx, h.config, &h.config.MultiAgent, h.agent, h.db, h.logger,
+		conversationID, h.conversationProjectID(conversationID), finalMessage, history, roleTools, progressCallback,
+		h.agentsMarkdownDir, orchestration, nil, h.projectBlackboardBlock(conversationID),
+	)
+	if errMA != nil {
 		*taskStatus = "failed"
 		return h.finalizeRobotAgentError(taskCtx, assistantMessageID, conversationID, resultMA, errMA)
 	}
@@ -1185,6 +1142,8 @@ func (h *AgentHandler) createProgressCallback(runCtx context.Context, cancelRun
 				}
 			}
 			flushResponsePlan()
+			// 助手正文开始前，推理流通常已结束；落库以便刷新后「渗透测试详情」可回放
+			flushThinkingStreams()
 			respPlan.meta = nil
 			if dataMap, ok := data.(map[string]interface{}); ok {
 				respPlan.meta = make(map[string]interface{}, len(dataMap))
@@ -1220,6 +1179,19 @@ func (h *AgentHandler) createProgressCallback(runCtx context.Context, cancelRun
 		}
 		if eventType == "response" {
 			flushResponsePlan()
+			flushThinkingStreams()
+			return
+		}
+		if eventType == "done" {
+			flushResponsePlan()
+			flushThinkingStreams()
+			return
+		}
+
+		// 流式思考/推理结束：聚合落库（与 eino_agent_reply_stream_end 同理）
+		if eventType == "thinking_stream_end" || eventType == "reasoning_chain_stream_end" {
+			flushResponsePlan()
+			flushThinkingStreams()
 			return
 		}
 
@@ -1294,7 +1266,10 @@ func (h *AgentHandler) createProgressCallback(runCtx context.Context, cancelRun
 
 		// 保存过程详情到数据库（排除 response/done；response 正文已在 messages 表）
 		// response_start/response_delta 已聚合为 planning，不落逐条。
+		// [Eino] agent 心跳 progress 仅用于实时进度标题，不落库以免时间线刷屏。
+		skipEinoAgentHeartbeat := eventType == "progress" && strings.HasPrefix(strings.TrimSpace(message), "[Eino] ")
 		if assistantMessageID != "" &&
+			!skipEinoAgentHeartbeat &&
 			eventType != "response" &&
 			eventType != "done" &&
 			eventType != "response_start" &&
@@ -1361,6 +1336,21 @@ func (h *AgentHandler) CancelAgentLoop(c *gin.Context) {
 			})
 			return
 		}
+		if h.tasks.AbortActiveEinoExecute(req.ConversationID, note) {
+			h.logger.Info("对话页仅终止当前 Eino execute",
+				zap.String("conversationId", req.ConversationID),
+				zap.Bool("hasNote", note != ""),
+			)
+			c.JSON(http.StatusOK, gin.H{
+				"status":              "tool_abort_requested",
+				"conversationId":      req.ConversationID,
+				"message":             "已请求终止当前 execute 命令；命令返回后本轮推理将继续。",
+				"continueAfter":       true,
+				"interruptWithNote":   note != "",
+				"continueWithoutTool": false,
+			})
+			return
+		}
 		// 无进行中的 MCP 工具（模型纯推理/流式输出阶段）：取消当前上下文并由 Eino 流式处理器合并用户补充后自动续跑。
 		h.tasks.SetInterruptContinueNote(req.ConversationID, note)
 		ok, err := h.tasks.CancelTask(req.ConversationID, multiagent.ErrInterruptContinue)
@@ -1663,6 +1653,7 @@ func (h *AgentHandler) ListBatchQueues(c *gin.Context) {
 // StartBatchQueue 开始执行批量任务队列
 func (h *AgentHandler) StartBatchQueue(c *gin.Context) {
 	queueID := c.Param("queueId")
+	h.batchTaskManager.ClearSingleRunTask(queueID)
 	ok, err := h.startBatchQueueExecution(queueID, false)
 	if err != nil {
 		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
@@ -1694,6 +1685,7 @@ func (h *AgentHandler) RerunBatchQueue(c *gin.Context) {
 		c.JSON(http.StatusInternalServerError, gin.H{"error": "重置队列失败"})
 		return
 	}
+	h.batchTaskManager.ClearSingleRunTask(queueID)
 	ok, err := h.startBatchQueueExecution(queueID, false)
 	if err != nil {
 		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
@@ -1893,6 +1885,53 @@ func (h *AgentHandler) AddBatchTask(c *gin.Context) {
 	c.JSON(http.StatusOK, gin.H{"message": "任务已添加", "task": task, "queue": queue})
 }
 
+// RunSingleBatchTask 单条执行指定子任务（可覆盖已成功项），完成后暂停队列
+func (h *AgentHandler) RunSingleBatchTask(c *gin.Context) {
+	queueID := c.Param("queueId")
+	taskID := c.Param("taskId")
+
+	if err := h.batchTaskManager.PrepareSingleTaskRun(queueID, taskID); err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
+		return
+	}
+	h.batchTaskManager.SetSingleRunTask(queueID, taskID)
+
+	// 暂停态单条执行：旧批量协程可能仍占用执行槽，先回收以便重新启动
+	if queue, ok := h.batchTaskManager.GetBatchQueue(queueID); ok && queue.Status == BatchQueueStatusPaused {
+		h.forceUnmarkBatchQueueRunning(queueID)
+	}
+
+	autoStarted := true
+	autoStartMsg := "已开始单条执行"
+	ok, startErr := h.startBatchQueueExecution(queueID, false)
+	if startErr != nil {
+		h.batchTaskManager.ClearSingleRunTask(queueID)
+		autoStarted = false
+		autoStartMsg = "任务已准备就绪，但自动启动失败: " + startErr.Error()
+	} else if !ok {
+		h.batchTaskManager.ClearSingleRunTask(queueID)
+		autoStarted = false
+		autoStartMsg = "任务已准备就绪，但队列不存在"
+	}
+
+	queue, exists := h.batchTaskManager.GetBatchQueue(queueID)
+	if !exists {
+		c.JSON(http.StatusNotFound, gin.H{"error": "队列不存在"})
+		return
+	}
+	if h.audit != nil {
+		h.audit.RecordOK(c, "task", "run_single_batch_task", "单条执行批量子任务", "batch_task", taskID, map[string]interface{}{
+			"batch_queue_id": queueID,
+			"auto_started":   autoStarted,
+		})
+	}
+	c.JSON(http.StatusOK, gin.H{
+		"message":     autoStartMsg,
+		"queue":       queue,
+		"autoStarted": autoStarted,
+	})
+}
+
 // DeleteBatchTask 删除批量任务
 func (h *AgentHandler) DeleteBatchTask(c *gin.Context) {
 	queueID := c.Param("queueId")
@@ -1934,6 +1973,10 @@ func (h *AgentHandler) unmarkBatchQueueRunning(queueID string) {
 	delete(h.batchRunning, queueID)
 }
 
+func (h *AgentHandler) forceUnmarkBatchQueueRunning(queueID string) {
+	h.unmarkBatchQueueRunning(queueID)
+}
+
 func (h *AgentHandler) nextBatchQueueRunAt(cronExpr string, from time.Time) (*time.Time, error) {
 	expr := strings.TrimSpace(cronExpr)
 	if expr == "" {
@@ -2081,6 +2124,10 @@ func (h *AgentHandler) executeBatchQueue(queueID string) {
 			h.logger.Error("创建对话失败", zap.String("queueId", queueID), zap.String("taskId", task.ID), zap.Error(err))
 			h.batchTaskManager.UpdateTaskStatus(queueID, task.ID, "failed", "", "创建对话失败: "+err.Error())
 			h.batchTaskManager.MoveToNextTask(queueID)
+			if h.batchTaskManager.TakeSingleRunTaskIfMatch(queueID, task.ID) {
+				h.batchTaskManager.UpdateQueueStatus(queueID, "paused")
+				break
+			}
 			continue
 		}
 		conversationID = conv.ID
@@ -2198,6 +2245,7 @@ func (h *AgentHandler) executeBatchQueue(queueID string) {
 			progressCallback = h.createProgressCallback(taskCtx, cancelWithCause, conversationID, assistantMessageID, sendEvent)
 			taskCtx = mcp.WithMCPConversationID(taskCtx, conversationID)
 			taskCtx = mcp.WithToolRunRegistry(taskCtx, h.tasks)
+			taskCtx = mcp.WithEinoExecuteRunRegistry(taskCtx, h.tasks)
 
 			// 使用队列配置的角色工具列表（如果为空，表示使用所有工具）
 			useBatchMulti := false
@@ -2218,12 +2266,12 @@ func (h *AgentHandler) executeBatchQueue(queueID string) {
 			var runErr error
 			switch {
 			case useBatchMulti:
-				resultMA, runErr = multiagent.RunDeepAgent(taskCtx, h.config, &h.config.MultiAgent, h.agent, h.logger, conversationID, finalMessage, []agent.ChatMessage{}, roleTools, progressCallback, h.agentsMarkdownDir, batchOrch, nil, h.projectBlackboardBlock(conversationID))
+				resultMA, runErr = multiagent.RunDeepAgent(taskCtx, h.config, &h.config.MultiAgent, h.agent, h.db, h.logger, conversationID, h.conversationProjectID(conversationID), finalMessage, []agent.ChatMessage{}, roleTools, progressCallback, h.agentsMarkdownDir, batchOrch, nil, h.projectBlackboardBlock(conversationID))
 			default:
 				if h.config == nil {
 					runErr = fmt.Errorf("服务器配置未加载")
 				} else {
-					resultMA, runErr = multiagent.RunEinoSingleChatModelAgent(taskCtx, h.config, &h.config.MultiAgent, h.agent, h.logger, conversationID, finalMessage, []agent.ChatMessage{}, roleTools, progressCallback, nil, h.projectBlackboardBlock(conversationID))
+					resultMA, runErr = multiagent.RunEinoSingleChatModelAgent(taskCtx, h.config, &h.config.MultiAgent, h.agent, h.db, h.logger, conversationID, h.conversationProjectID(conversationID), finalMessage, []agent.ChatMessage{}, roleTools, progressCallback, nil, h.projectBlackboardBlock(conversationID))
 				}
 			}
 
@@ -2337,6 +2385,12 @@ func (h *AgentHandler) executeBatchQueue(queueID string) {
 		// 移动到下一个任务
 		h.batchTaskManager.MoveToNextTask(queueID)
 
+		if h.batchTaskManager.TakeSingleRunTaskIfMatch(queueID, task.ID) {
+			h.batchTaskManager.UpdateQueueStatus(queueID, "paused")
+			h.logger.Info("单条执行完成，队列已暂停", zap.String("queueId", queueID), zap.String("taskId", task.ID))
+			break
+		}
+
 		// 检查是否被取消或暂停
 		queue, _ = h.batchTaskManager.GetBatchQueue(queueID)
 		if queue.Status == "cancelled" || queue.Status == "paused" {

internal/handler/agent_progress_callback_test.go

@@ -3,10 +3,14 @@ package handler
 import (
 	"context"
 	"fmt"
+	"os"
+	"path/filepath"
 	"sync"
 	"testing"
 
 	"cyberstrike-ai/internal/config"
+	"cyberstrike-ai/internal/database"
+	"cyberstrike-ai/internal/openai"
 
 	"go.uber.org/zap"
 )
@@ -46,3 +50,50 @@ func TestCreateProgressCallback_ConcurrentToolEvents(t *testing.T) {
 	}
 	wg.Wait()
 }
+
+// TestCreateProgressCallback_FlushesReasoningOnDone 流式推理聚合须在 done/response 时落库，刷新后可回放。
+func TestCreateProgressCallback_FlushesReasoningOnDone(t *testing.T) {
+	tmp := t.TempDir()
+	db, err := database.NewDB(filepath.Join(tmp, "test.sqlite"), zap.NewNop())
+	if err != nil {
+		t.Fatalf("NewDB: %v", err)
+	}
+	defer os.RemoveAll(tmp)
+
+	conv, err := db.CreateConversation("test", database.ConversationCreateMeta{})
+	if err != nil {
+		t.Fatalf("CreateConversation: %v", err)
+	}
+	asst, err := db.AddMessage(conv.ID, "assistant", "处理中...", nil)
+	if err != nil {
+		t.Fatalf("AddMessage: %v", err)
+	}
+
+	h := &AgentHandler{logger: zap.NewNop(), db: db}
+	cb := h.createProgressCallback(context.Background(), nil, conv.ID, asst.ID, nil)
+
+	streamID := "eino-reasoning-test-1"
+	cb("reasoning_chain_stream_start", " ", map[string]interface{}{
+		"streamId": streamID,
+		"source":   "eino",
+	})
+	cb("reasoning_chain_stream_delta", "step one", openai.WithSSEAccumulated(map[string]interface{}{
+		"streamId": streamID,
+	}, "step one"))
+	cb("done", "", map[string]interface{}{"conversationId": conv.ID})
+
+	details, err := db.GetProcessDetails(asst.ID)
+	if err != nil {
+		t.Fatalf("GetProcessDetails: %v", err)
+	}
+	found := false
+	for _, d := range details {
+		if d.EventType == "reasoning_chain" && d.Message == "step one" {
+			found = true
+			break
+		}
+	}
+	if !found {
+		t.Fatalf("expected reasoning_chain persisted on done, got %+v", details)
+	}
+}

internal/handler/audit_query.go

@@ -2,7 +2,6 @@ package handler
 
 import (
 	"strconv"
-	"time"
 
 	"cyberstrike-ai/internal/database"
 
@@ -20,12 +19,12 @@ func auditFilterFromQuery(c *gin.Context) database.ListAuditLogsFilter {
 		ResourceID:   c.Query("resource_id"),
 	}
 	if since := c.Query("since"); since != "" {
-		if t, err := time.Parse(time.RFC3339, since); err == nil {
+		if t, err := database.ParseRFC3339Time(since); err == nil {
 			filter.Since = &t
 		}
 	}
 	if until := c.Query("until"); until != "" {
-		if t, err := time.Parse(time.RFC3339, until); err == nil {
+		if t, err := database.ParseRFC3339Time(until); err == nil {
 			filter.Until = &t
 		}
 	}

internal/handler/batch_task_manager.go

@@ -77,11 +77,12 @@ type BatchTaskQueue struct {
 
 // BatchTaskManager 批量任务管理器
 type BatchTaskManager struct {
-	db          *database.DB
-	logger      *zap.Logger
-	queues      map[string]*BatchTaskQueue
-	taskCancels map[string]context.CancelFunc // 存储每个队列当前任务的取消函数
-	mu          sync.RWMutex
+	db             *database.DB
+	logger         *zap.Logger
+	queues         map[string]*BatchTaskQueue
+	taskCancels    map[string]context.CancelFunc // 存储每个队列当前任务的取消函数
+	singleRunTasks map[string]string             // queueID -> taskID，单条执行完成后暂停队列
+	mu             sync.RWMutex
 }
 
 // NewBatchTaskManager 创建批量任务管理器
@@ -90,9 +91,10 @@ func NewBatchTaskManager(logger *zap.Logger) *BatchTaskManager {
 		logger = zap.NewNop()
 	}
 	return &BatchTaskManager{
-		logger:      logger,
-		queues:      make(map[string]*BatchTaskQueue),
-		taskCancels: make(map[string]context.CancelFunc),
+		logger:         logger,
+		queues:         make(map[string]*BatchTaskQueue),
+		taskCancels:    make(map[string]context.CancelFunc),
+		singleRunTasks: make(map[string]string),
 	}
 }
 
@@ -864,6 +866,138 @@ func (m *BatchTaskManager) AddTaskToQueue(queueID, message string) (*BatchTask,
 	return task, nil
 }
 
+// PrepareSingleTaskRun 准备单条执行：重置目标任务（若已有结果）并定位队列索引
+func (m *BatchTaskManager) PrepareSingleTaskRun(queueID, taskID string) error {
+	var cancelFunc context.CancelFunc
+	var siblingRunningIDs []string
+
+	m.mu.Lock()
+	queue, exists := m.queues[queueID]
+	if !exists {
+		m.mu.Unlock()
+		return fmt.Errorf("队列不存在")
+	}
+
+	var task *BatchTask
+	taskIndex := -1
+	for i, t := range queue.Tasks {
+		if t.ID == taskID {
+			taskIndex = i
+			task = t
+			break
+		}
+	}
+	if task == nil {
+		m.mu.Unlock()
+		return fmt.Errorf("任务不存在")
+	}
+
+	if !queueAllowsSingleTaskRunLocked(queue, task) {
+		m.mu.Unlock()
+		return fmt.Errorf("队列正在执行或未就绪，无法单条执行")
+	}
+
+	// 暂停态：中止在途子任务并收口仍标记 running 的其它子任务，以便单条执行非冲突项
+	if queue.Status == BatchQueueStatusPaused {
+		if c, ok := m.taskCancels[queueID]; ok {
+			cancelFunc = c
+			delete(m.taskCancels, queueID)
+		}
+		for _, t := range queue.Tasks {
+			if t != nil && t.ID != taskID && t.Status == BatchTaskStatusRunning {
+				siblingRunningIDs = append(siblingRunningIDs, t.ID)
+			}
+		}
+	}
+
+	needsReset := task.Status != BatchTaskStatusPending
+	resumeQueue := queue.Status == BatchQueueStatusCompleted || queue.Status == BatchQueueStatusCancelled
+	m.mu.Unlock()
+
+	if cancelFunc != nil {
+		cancelFunc()
+	}
+	const staleRunMsg = "为单条执行其它任务，已中止"
+	for _, sid := range siblingRunningIDs {
+		m.UpdateTaskStatus(queueID, sid, BatchTaskStatusCancelled, "", staleRunMsg)
+	}
+
+	m.mu.Lock()
+	defer m.mu.Unlock()
+
+	queue, exists = m.queues[queueID]
+	if !exists {
+		return fmt.Errorf("队列不存在")
+	}
+
+	task = nil
+	taskIndex = -1
+	for i, t := range queue.Tasks {
+		if t.ID == taskID {
+			taskIndex = i
+			task = t
+			break
+		}
+	}
+	if task == nil {
+		return fmt.Errorf("任务不存在")
+	}
+
+	if m.db != nil {
+		if err := m.db.PrepareBatchSingleTaskRun(queueID, taskID, taskIndex, needsReset, resumeQueue); err != nil {
+			return fmt.Errorf("准备单条执行失败: %w", err)
+		}
+	}
+
+	if needsReset {
+		task.Status = BatchTaskStatusPending
+		task.ConversationID = ""
+		task.StartedAt = nil
+		task.CompletedAt = nil
+		task.Error = ""
+		task.Result = ""
+	}
+	queue.CurrentIndex = taskIndex
+	queue.LastRunError = ""
+	if resumeQueue {
+		queue.Status = BatchQueueStatusPaused
+		queue.CompletedAt = nil
+	}
+
+	return nil
+}
+
+// SetSingleRunTask 标记队列仅执行指定子任务，完成后自动暂停
+func (m *BatchTaskManager) SetSingleRunTask(queueID, taskID string) {
+	m.mu.Lock()
+	defer m.mu.Unlock()
+	if m.singleRunTasks == nil {
+		m.singleRunTasks = make(map[string]string)
+	}
+	m.singleRunTasks[queueID] = taskID
+}
+
+// ClearSingleRunTask 清除单条执行标记
+func (m *BatchTaskManager) ClearSingleRunTask(queueID string) {
+	m.mu.Lock()
+	defer m.mu.Unlock()
+	delete(m.singleRunTasks, queueID)
+}
+
+// TakeSingleRunTaskIfMatch 若刚完成的子任务为单条执行目标，则清除标记并返回 true
+func (m *BatchTaskManager) TakeSingleRunTaskIfMatch(queueID, taskID string) bool {
+	m.mu.Lock()
+	defer m.mu.Unlock()
+	if m.singleRunTasks == nil {
+		return false
+	}
+	if m.singleRunTasks[queueID] != taskID {
+		return false
+	}
+	delete(m.singleRunTasks, queueID)
+	return true
+}
+
 // DeleteTask 删除任务（队列空闲时可删；执行中任务不可删）
 func (m *BatchTaskManager) DeleteTask(queueID, taskID string) error {
 	m.mu.Lock()
@@ -936,6 +1070,25 @@ func queueAllowsTaskListMutationLocked(queue *BatchTaskQueue) bool {
 	}
 }
 
+// queueAllowsSingleTaskRunLocked 是否允许对指定子任务发起单条执行（必须在持有 BatchTaskManager.mu 下调用）
+func queueAllowsSingleTaskRunLocked(queue *BatchTaskQueue, task *BatchTask) bool {
+	if queue == nil || task == nil {
+		return false
+	}
+	if task.Status == BatchTaskStatusRunning {
+		return false
+	}
+	if queue.Status == BatchQueueStatusRunning {
+		return false
+	}
+	switch queue.Status {
+	case BatchQueueStatusPending, BatchQueueStatusPaused, BatchQueueStatusCompleted, BatchQueueStatusCancelled:
+		return true
+	default:
+		return false
+	}
+}
+
 // GetNextTask 获取下一个待执行的任务
 func (m *BatchTaskManager) GetNextTask(queueID string) (*BatchTask, bool) {
 	m.mu.Lock()

internal/handler/c2.go

@@ -1,6 +1,7 @@
 package handler
 
 import (
+	"database/sql"
 	"encoding/json"
 	"errors"
 	"fmt"
@@ -277,6 +278,9 @@ func (h *C2Handler) ListSessions(c *gin.Context) {
 			filter.Limit = n
 		}
 	}
+	if c.Query("suspicious") == "1" || strings.EqualFold(c.Query("suspicious"), "true") {
+		filter.Suspicious = true
+	}
 
 	sessions, err := h.mgr().DB().ListC2Sessions(filter)
 	if err != nil {
@@ -324,7 +328,37 @@ func (h *C2Handler) DeleteSession(c *gin.Context) {
 	c.JSON(http.StatusOK, gin.H{"deleted": true})
 }
 
-// SetSessionSleep 设置会话的 sleep/jitter
+// DeleteSessions 批量删除会话（请求体 JSON: {"ids":["s_xxx",...]}）
+func (h *C2Handler) DeleteSessions(c *gin.Context) {
+	var req struct {
+		IDs []string `json:"ids"`
+	}
+	if err := c.ShouldBindJSON(&req); err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{"error": "invalid json: " + err.Error()})
+		return
+	}
+	if len(req.IDs) == 0 {
+		c.JSON(http.StatusBadRequest, gin.H{"error": "ids is required"})
+		return
+	}
+	n, err := h.mgr().DB().DeleteC2SessionsByIDs(req.IDs)
+	if err != nil {
+		if errors.Is(err, database.ErrNoValidC2SessionIDs) {
+			c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
+			return
+		}
+		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+		return
+	}
+	if h.audit != nil {
+		h.audit.RecordOK(c, "c2", "session_delete", "批量删除 C2 会话", "c2_session", "", map[string]interface{}{
+			"count": n, "ids": req.IDs,
+		})
+	}
+	c.JSON(http.StatusOK, gin.H{"deleted": n})
+}
+
+// SetSessionSleep 设置会话的 sleep/jitter，并下发 sleep 任务到植入体
 func (h *C2Handler) SetSessionSleep(c *gin.Context) {
 	id := c.Param("id")
 	var req struct {
@@ -335,12 +369,33 @@ func (h *C2Handler) SetSessionSleep(c *gin.Context) {
 		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
 		return
 	}
+	if req.SleepSeconds < 1 {
+		c.JSON(http.StatusBadRequest, gin.H{"error": "sleep_seconds must be >= 1"})
+		return
+	}
+	if req.JitterPercent < 0 || req.JitterPercent > 100 {
+		c.JSON(http.StatusBadRequest, gin.H{"error": "jitter_percent must be 0-100"})
+		return
+	}
 
-	if err := h.mgr().DB().SetC2SessionSleep(id, req.SleepSeconds, req.JitterPercent); err != nil {
+	task, err := h.mgr().SetSessionSleep(id, req.SleepSeconds, req.JitterPercent)
+	if err != nil {
+		if errors.Is(err, sql.ErrNoRows) {
+			c.JSON(http.StatusNotFound, gin.H{"error": "session not found"})
+			return
+		}
 		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
 		return
 	}
-	c.JSON(http.StatusOK, gin.H{"updated": true})
+	out := gin.H{
+		"updated":        true,
+		"sleep_seconds":  req.SleepSeconds,
+		"jitter_percent": req.JitterPercent,
+	}
+	if task != nil {
+		out["task_id"] = task.ID
+	}
+	c.JSON(http.StatusOK, out)
 }
 
 // ============================================================================

internal/handler/config.go

@@ -688,11 +688,9 @@ type UpdateConfigRequest struct {
 // AgentConfigUpdate 用于 PATCH /api/config 的 agent 段：仅 JSON 中出现的字段（指针非 nil）覆盖内存配置。
 // 避免旧版「整包替换 *AgentConfig」时，未传的整型字段被反序列化为 0 误覆盖（例如 tool_timeout_minutes 变成 0）。
 type AgentConfigUpdate struct {
-	MaxIterations        *int    `json:"max_iterations,omitempty"`
-	LargeResultThreshold *int    `json:"large_result_threshold,omitempty"`
-	ResultStorageDir     *string `json:"result_storage_dir,omitempty"`
-	ToolTimeoutMinutes   *int    `json:"tool_timeout_minutes,omitempty"`
-	SystemPromptPath     *string `json:"system_prompt_path,omitempty"`
+	MaxIterations      *int    `json:"max_iterations,omitempty"`
+	ToolTimeoutMinutes *int    `json:"tool_timeout_minutes,omitempty"`
+	SystemPromptPath   *string `json:"system_prompt_path,omitempty"`
 }
 
 func applyAgentConfigUpdate(dst *config.AgentConfig, src *AgentConfigUpdate) {
@@ -702,12 +700,6 @@ func applyAgentConfigUpdate(dst *config.AgentConfig, src *AgentConfigUpdate) {
 	if src.MaxIterations != nil {
 		dst.MaxIterations = *src.MaxIterations
 	}
-	if src.LargeResultThreshold != nil {
-		dst.LargeResultThreshold = *src.LargeResultThreshold
-	}
-	if src.ResultStorageDir != nil {
-		dst.ResultStorageDir = *src.ResultStorageDir
-	}
 	if src.ToolTimeoutMinutes != nil {
 		dst.ToolTimeoutMinutes = *src.ToolTimeoutMinutes
 	}
@@ -1076,6 +1068,80 @@ func (h *ConfigHandler) TestOpenAI(c *gin.Context) {
 	})
 }
 
+// ListModelsRequest 获取模型列表请求（OpenAI 兼容 GET /models）。
+type ListModelsRequest struct {
+	Provider string `json:"provider"`
+	BaseURL  string `json:"base_url"`
+	APIKey   string `json:"api_key"`
+}
+
+// ListModels 代理调用上游 GET /models，返回可用模型 id 列表。
+func (h *ConfigHandler) ListModels(c *gin.Context) {
+	var req ListModelsRequest
+	if err := c.ShouldBindJSON(&req); err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{"error": "无效的请求参数: " + err.Error()})
+		return
+	}
+
+	provider := strings.TrimSpace(req.Provider)
+	if provider == "" {
+		provider = "openai"
+	}
+	if strings.EqualFold(provider, "claude") {
+		c.JSON(http.StatusOK, gin.H{
+			"success":   false,
+			"supported": false,
+			"error":     "Claude (Anthropic Messages API) 不支持自动获取模型列表，请手动填写",
+		})
+		return
+	}
+
+	if strings.TrimSpace(req.APIKey) == "" {
+		c.JSON(http.StatusBadRequest, gin.H{"error": "API Key 不能为空"})
+		return
+	}
+
+	baseURL := strings.TrimSuffix(strings.TrimSpace(req.BaseURL), "/")
+	if baseURL == "" {
+		baseURL = "https://api.openai.com/v1"
+	}
+
+	tmpCfg := &config.OpenAIConfig{
+		Provider: provider,
+		BaseURL:  baseURL,
+		APIKey:   strings.TrimSpace(req.APIKey),
+	}
+	client := openai.NewClient(tmpCfg, nil, h.logger)
+
+	ctx, cancel := context.WithTimeout(c.Request.Context(), 30*time.Second)
+	defer cancel()
+
+	models, err := client.ListModels(ctx)
+	if err != nil {
+		if apiErr, ok := err.(*openai.APIError); ok {
+			c.JSON(http.StatusOK, gin.H{
+				"success":   false,
+				"supported": true,
+				"error":     fmt.Sprintf("API 返回错误 (HTTP %d): %s", apiErr.StatusCode, apiErr.Body),
+			})
+			return
+		}
+		c.JSON(http.StatusOK, gin.H{
+			"success":   false,
+			"supported": true,
+			"error":     err.Error(),
+		})
+		return
+	}
+
+	c.JSON(http.StatusOK, gin.H{
+		"success":   true,
+		"supported": true,
+		"models":    models,
+		"count":     len(models),
+	})
+}
+
 // TestVisionRequest 测试 Vision 模型连接；vision.api_key/base_url 留空时可传 openai 段作回退。
 type TestVisionRequest struct {
 	Vision config.VisionConfig `json:"vision"`
@@ -1532,8 +1598,6 @@ func updateAgentConfig(doc *yaml.Node, agent config.AgentConfig) {
 	agentNode := ensureMap(root, "agent")
 	setIntInMap(agentNode, "max_iterations", agent.MaxIterations)
 	setIntInMap(agentNode, "tool_timeout_minutes", agent.ToolTimeoutMinutes)
-	setIntInMap(agentNode, "large_result_threshold", agent.LargeResultThreshold)
-	setStringInMap(agentNode, "result_storage_dir", agent.ResultStorageDir)
 	setStringInMap(agentNode, "system_prompt_path", agent.SystemPromptPath)
 }
 

internal/handler/conversation.go

@@ -12,11 +12,17 @@ import (
 	"go.uber.org/zap"
 )
 
+// ConversationTaskStopper cancels in-flight agent work when a conversation is removed.
+type ConversationTaskStopper interface {
+	CancelRunningTaskForConversation(conversationID string)
+}
+
 // ConversationHandler 对话处理器
 type ConversationHandler struct {
-	db     *database.DB
-	logger *zap.Logger
-	audit  *audit.Service
+	db          *database.DB
+	logger      *zap.Logger
+	audit       *audit.Service
+	taskStopper ConversationTaskStopper
 }
 
 // SetAudit wires platform audit logging.
@@ -24,6 +30,11 @@ func (h *ConversationHandler) SetAudit(s *audit.Service) {
 	h.audit = s
 }
 
+// SetTaskStopper wires cancellation of in-flight agent tasks on conversation delete.
+func (h *ConversationHandler) SetTaskStopper(stopper ConversationTaskStopper) {
+	h.taskStopper = stopper
+}
+
 // NewConversationHandler 创建新的对话处理器
 func NewConversationHandler(db *database.DB, logger *zap.Logger) *ConversationHandler {
 	return &ConversationHandler{
@@ -105,17 +116,18 @@ func (h *ConversationHandler) ListConversations(c *gin.Context) {
 
 	excludeGrouped := strings.TrimSpace(search) == "" &&
 		(c.Query("exclude_grouped") == "true" || c.Query("exclude_grouped") == "1")
+	sortBy := strings.TrimSpace(c.Query("sort_by"))
 
 	var conversations []*database.Conversation
 	var total int
 	var err error
 	if excludeGrouped {
-		conversations, err = h.db.ListUngroupedConversations(limit, offset)
+		conversations, err = h.db.ListUngroupedConversations(limit, offset, sortBy)
 		if err == nil {
 			total, err = h.db.CountUngroupedConversations()
 		}
 	} else {
-		conversations, err = h.db.ListConversations(limit, offset, search)
+		conversations, err = h.db.ListConversations(limit, offset, search, sortBy)
 		if err == nil {
 			total, err = h.db.CountConversations(search)
 		}
@@ -164,6 +176,9 @@ func (h *ConversationHandler) GetConversation(c *gin.Context) {
 }
 
 // GetMessageProcessDetails 获取指定消息的过程详情（按需加载）
+// 查询参数：
+//   - summary=1：仅返回摘要（total / iterationCount / maxIteration）
+//   - limit + offset：分页返回 processDetails（未指定 limit 时保持全量兼容）
 func (h *ConversationHandler) GetMessageProcessDetails(c *gin.Context) {
 	messageID := c.Param("id")
 	if messageID == "" {
@@ -171,6 +186,51 @@ func (h *ConversationHandler) GetMessageProcessDetails(c *gin.Context) {
 		return
 	}
 
+	summaryStr := strings.TrimSpace(c.Query("summary"))
+	if summaryStr == "1" || strings.EqualFold(summaryStr, "true") || strings.EqualFold(summaryStr, "yes") {
+		summary, err := h.db.GetProcessDetailsSummary(messageID)
+		if err != nil {
+			h.logger.Error("获取过程详情摘要失败", zap.Error(err))
+			c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+			return
+		}
+		c.JSON(http.StatusOK, gin.H{"summary": summary})
+		return
+	}
+
+	limitStr := strings.TrimSpace(c.Query("limit"))
+	if limitStr != "" {
+		limit, err := strconv.Atoi(limitStr)
+		if err != nil || limit <= 0 {
+			c.JSON(http.StatusBadRequest, gin.H{"error": "invalid limit"})
+			return
+		}
+		if limit > 500 {
+			limit = 500
+		}
+		offset, _ := strconv.Atoi(strings.TrimSpace(c.Query("offset")))
+		if offset < 0 {
+			offset = 0
+		}
+
+		details, total, err := h.db.GetProcessDetailsPage(messageID, limit, offset)
+		if err != nil {
+			h.logger.Error("分页获取过程详情失败", zap.Error(err))
+			c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+			return
+		}
+		details = database.DedupeConsecutiveProcessDetails(details)
+		out := processDetailsToJSON(h.logger, details)
+		c.JSON(http.StatusOK, gin.H{
+			"processDetails": out,
+			"total":          total,
+			"offset":         offset,
+			"limit":          limit,
+			"hasMore":        offset+len(out) < total,
+		})
+		return
+	}
+
 	details, err := h.db.GetProcessDetails(messageID)
 	if err != nil {
 		h.logger.Error("获取过程详情失败", zap.Error(err))
@@ -179,14 +239,17 @@ func (h *ConversationHandler) GetMessageProcessDetails(c *gin.Context) {
 	}
 
 	details = database.DedupeConsecutiveProcessDetails(details)
+	out := processDetailsToJSON(h.logger, details)
+	c.JSON(http.StatusOK, gin.H{"processDetails": out, "total": len(out)})
+}
 
-	// 转换为前端期望的 JSON 结构（与 GetConversation 中 processDetails 结构一致）
+func processDetailsToJSON(logger *zap.Logger, details []database.ProcessDetail) []map[string]interface{} {
 	out := make([]map[string]interface{}, 0, len(details))
 	for _, d := range details {
 		var data interface{}
 		if d.Data != "" {
 			if err := json.Unmarshal([]byte(d.Data), &data); err != nil {
-				h.logger.Warn("解析过程详情数据失败", zap.Error(err))
+				logger.Warn("解析过程详情数据失败", zap.Error(err))
 			}
 		}
 		out = append(out, map[string]interface{}{
@@ -199,8 +262,7 @@ func (h *ConversationHandler) GetMessageProcessDetails(c *gin.Context) {
 			"createdAt":      d.CreatedAt,
 		})
 	}
-
-	c.JSON(http.StatusOK, gin.H{"processDetails": out})
+	return out
 }
 
 // UpdateConversationRequest 更新对话请求
@@ -244,6 +306,10 @@ func (h *ConversationHandler) UpdateConversation(c *gin.Context) {
 func (h *ConversationHandler) DeleteConversation(c *gin.Context) {
 	id := c.Param("id")
 
+	if h.taskStopper != nil {
+		h.taskStopper.CancelRunningTaskForConversation(id)
+	}
+
 	if err := h.db.DeleteConversation(id); err != nil {
 		h.logger.Error("删除对话失败", zap.Error(err))
 		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})

internal/handler/conversation_delete_task_test.go

@@ -0,0 +1,30 @@
+package handler
+
+import (
+	"context"
+	"testing"
+	"time"
+
+	"go.uber.org/zap"
+)
+
+func TestConversationHandlerDeleteConversationCancelsRunningTask(t *testing.T) {
+	tm := NewAgentTaskManager()
+	ctx, cancel := context.WithCancelCause(context.Background())
+	_, err := tm.StartTask("conv-1", "hello", cancel)
+	if err != nil {
+		t.Fatalf("StartTask: %v", err)
+	}
+
+	h := &AgentHandler{tasks: tm, logger: zap.NewNop()}
+	h.CancelRunningTaskForConversation("conv-1")
+
+	select {
+	case <-ctx.Done():
+	case <-time.After(2 * time.Second):
+		t.Fatal("task context was not cancelled")
+	}
+	if cause := context.Cause(ctx); cause != ErrTaskCancelled {
+		t.Fatalf("expected ErrTaskCancelled, got %v", cause)
+	}
+}

internal/handler/eino_resume_segment.go

@@ -2,31 +2,11 @@ package handler
 
 import (
 	"context"
-	"errors"
-	"fmt"
-	"strings"
-	"time"
 
 	"cyberstrike-ai/internal/agent"
 	"cyberstrike-ai/internal/multiagent"
-
-	"go.uber.org/zap"
 )
 
-func (h *AgentHandler) einoRunRetryMaxAttempts() int {
-	if h.config != nil {
-		return multiagent.RunRetryMaxAttemptsFromConfig(&h.config.MultiAgent.EinoMiddleware)
-	}
-	return multiagent.RunRetryMaxAttemptsFromConfig(nil)
-}
-
-func (h *AgentHandler) einoRunRetryMaxBackoffSec() int {
-	if h.config != nil && h.config.MultiAgent.EinoMiddleware.RunRetryMaxBackoffSec > 0 {
-		return h.config.MultiAgent.EinoMiddleware.RunRetryMaxBackoffSec
-	}
-	return 0
-}
-
 // applyEinoTraceResumeSegment 中断并继续：persist last_react_* → loadHistory，可选替换下一段 user 文案。
 func (h *AgentHandler) applyEinoTraceResumeSegment(
 	conversationID string,
@@ -45,136 +25,3 @@ func (h *AgentHandler) applyEinoTraceResumeSegment(
 		*curFinalMessage = segmentUserMessage
 	}
 }
-
-// applyEinoTransientRetrySegment 临时错误重试：恢复轨迹并保留本请求原始 user 文案（不注入续跑说明）。
-// segmentUserMessage 为本轮 HTTP 请求开始时用户发送的内容，避免因清空 finalMessage 而丢失「你好」等短句。
-func (h *AgentHandler) applyEinoTransientRetrySegment(
-	conversationID string,
-	result *multiagent.RunResult,
-	curHistory *[]agent.ChatMessage,
-	curFinalMessage *string,
-	segmentUserMessage string,
-) {
-	if shouldPersistEinoAgentTraceAfterRunError(context.Background()) {
-		h.persistEinoAgentTraceForResume(conversationID, result)
-	}
-	if hist, err := h.loadHistoryFromAgentTrace(conversationID); err == nil && len(hist) > 0 {
-		*curHistory = hist
-	}
-	if s := strings.TrimSpace(segmentUserMessage); s != "" {
-		*curFinalMessage = segmentUserMessage
-	}
-}
-
-// handleEinoTransientRetryContinue 在 SSE 任务循环内处理临时错误重试；返回 true 表示外层 for 应 continue。
-func (h *AgentHandler) handleEinoTransientRetryContinue(
-	baseCtx context.Context,
-	conversationID string,
-	result *multiagent.RunResult,
-	runErr error,
-	transientAttempts *int,
-	curHistory *[]agent.ChatMessage,
-	curFinalMessage *string,
-	segmentUserMessage string,
-	progressCallback func(eventType, message string, data interface{}),
-	sendProgress func(msg string, extra map[string]interface{}),
-) (handled bool, fatal error) {
-	if !errors.Is(runErr, multiagent.ErrTransientRetryContinue) {
-		return false, nil
-	}
-	maxAttempts := h.einoRunRetryMaxAttempts()
-	*transientAttempts++
-	if *transientAttempts > maxAttempts {
-		if shouldPersistEinoAgentTraceAfterRunError(baseCtx) {
-			h.persistEinoAgentTraceForResume(conversationID, result)
-		}
-		return false, errors.New("transient retry exhausted: " + runErr.Error())
-	}
-	attemptNo := *transientAttempts
-	backoff := multiagent.TransientRetryBackoff(attemptNo-1, h.einoRunRetryMaxBackoffSec())
-	if progressCallback != nil {
-		progressCallback("eino_run_retry", fmt.Sprintf("遇到临时错误，%d 秒后第 %d/%d 次重试…", int(backoff.Seconds()), attemptNo, maxAttempts), map[string]interface{}{
-			"conversationId": conversationID,
-			"source":         "eino",
-			"attempt":        attemptNo,
-			"maxAttempts":    maxAttempts,
-			"backoffSec":     int(backoff.Seconds()),
-		})
-	}
-	select {
-	case <-baseCtx.Done():
-		return false, context.Cause(baseCtx)
-	case <-time.After(backoff):
-	}
-	h.applyEinoTransientRetrySegment(conversationID, result, curHistory, curFinalMessage, segmentUserMessage)
-	if progressCallback != nil {
-		progressCallback("eino_run_retry", "已恢复上下文，正在重试…", map[string]interface{}{
-			"conversationId": conversationID,
-			"source":         "eino",
-			"attempt":        attemptNo,
-		})
-	}
-	if sendProgress != nil {
-		sendProgress("正在重试…", map[string]interface{}{
-			"conversationId": conversationID,
-			"source":         "transient_retry",
-		})
-	}
-	return true, nil
-}
-
-// handleEinoEmptyResponseContinue 在 SSE 任务循环内处理「正常结束但无助手正文」；返回 exhausted=true 时由外层按成功结束（保留占位文案）。
-// 与临时错误重试一致：仅恢复轨迹并保留本请求原始 user 文案，不向模型注入续跑说明。
-func (h *AgentHandler) handleEinoEmptyResponseContinue(
-	baseCtx context.Context,
-	conversationID string,
-	result *multiagent.RunResult,
-	runErr error,
-	emptyResponseAttempts *int,
-	curHistory *[]agent.ChatMessage,
-	curFinalMessage *string,
-	segmentUserMessage string,
-	progressCallback func(eventType, message string, data interface{}),
-	sendProgress func(msg string, extra map[string]interface{}),
-) (handled bool, exhausted bool) {
-	if !errors.Is(runErr, multiagent.ErrEmptyResponseContinue) {
-		return false, false
-	}
-	maxAttempts := h.einoRunRetryMaxAttempts()
-	*emptyResponseAttempts++
-	if *emptyResponseAttempts > maxAttempts {
-		if h.logger != nil {
-			h.logger.Warn("eino empty response auto resume exhausted",
-				zap.String("conversationId", conversationID),
-				zap.Int("maxAttempts", maxAttempts))
-		}
-		if shouldPersistEinoAgentTraceAfterRunError(baseCtx) {
-			h.persistEinoAgentTraceForResume(conversationID, result)
-		}
-		return false, true
-	}
-	attemptNo := *emptyResponseAttempts
-	if h.logger != nil {
-		h.logger.Info("eino empty response, auto resume from trace",
-			zap.String("conversationId", conversationID),
-			zap.Int("attempt", attemptNo),
-			zap.Int("maxAttempts", maxAttempts))
-	}
-	if progressCallback != nil {
-		progressCallback("eino_empty_response_continue", fmt.Sprintf("未捕获到助手正文，正在基于轨迹自动续跑（%d/%d）…", attemptNo, maxAttempts), map[string]interface{}{
-			"conversationId": conversationID,
-			"source":         "eino",
-			"attempt":        attemptNo,
-			"maxAttempts":    maxAttempts,
-			"resumeKind":     "trace_segment",
-		})
-	}
-	h.applyEinoTransientRetrySegment(conversationID, result, curHistory, curFinalMessage, segmentUserMessage)
-	if sendProgress != nil {
-		sendProgress("已恢复上下文，正在继续推理…", map[string]interface{}{
-			"conversationId": conversationID,
-			"source":         "empty_response_continue",
-		})
-	}
-	return true, false
-}

internal/handler/eino_single_agent.go

@@ -119,7 +119,6 @@ func (h *AgentHandler) EinoSingleAgentLoopStream(c *gin.Context) {
 
 	var cancelWithCause context.CancelCauseFunc
 	curFinalMessage := prep.FinalMessage
-	segmentUserMessage := prep.FinalMessage // 本请求原始用户句，临时重试时不得丢失
 	curHistory := prep.History
 	roleTools := prep.RoleTools
 
@@ -177,8 +176,6 @@ func (h *AgentHandler) EinoSingleAgentLoopStream(c *gin.Context) {
 	taskOwned = true
 
 	var cumulativeMCPExecutionIDs []string
-	var transientRunAttempts int
-	var emptyResponseAttempts int
 	// 同一请求内分段续跑时，主代理 iteration 事件按偏移累计，避免 UI 出现「第3轮 → 第1轮」回跳。
 	var mainIterationOffset int
 
@@ -215,6 +212,7 @@ func (h *AgentHandler) EinoSingleAgentLoopStream(c *gin.Context) {
 		}
 		taskCtxLoop := mcp.WithMCPConversationID(taskCtx, conversationID)
 		taskCtxLoop = mcp.WithToolRunRegistry(taskCtxLoop, h.tasks)
+		taskCtxLoop = mcp.WithEinoExecuteRunRegistry(taskCtxLoop, h.tasks)
 		taskCtxLoop = multiagent.WithHITLToolInterceptor(taskCtxLoop, func(ctx context.Context, toolName, arguments string) (string, error) {
 			return h.interceptHITLForEinoTool(ctx, cancelWithCause, conversationID, assistantMessageID, sendEvent, toolName, arguments)
 		})
@@ -224,8 +222,10 @@ func (h *AgentHandler) EinoSingleAgentLoopStream(c *gin.Context) {
 			h.config,
 			&h.config.MultiAgent,
 			h.agent,
+			h.db,
 			h.logger,
 			conversationID,
+			h.conversationProjectID(conversationID),
 			curFinalMessage,
 			curHistory,
 			roleTools,
@@ -238,54 +238,11 @@ func (h *AgentHandler) EinoSingleAgentLoopStream(c *gin.Context) {
 			cumulativeMCPExecutionIDs = mergeMCPExecutionIDLists(cumulativeMCPExecutionIDs, result.MCPExecutionIDs)
 		}
 
-		handledEmpty, exhaustedEmpty := h.handleEinoEmptyResponseContinue(
-			baseCtx, conversationID, result, runErr, &emptyResponseAttempts,
-			&curHistory, &curFinalMessage, segmentUserMessage, progressCallback,
-			func(msg string, extra map[string]interface{}) { sendEvent("progress", msg, extra) },
-		)
-		if exhaustedEmpty {
-			runErr = nil
-			transientRunAttempts = 0
-			timeoutCancel()
-			break
-		}
-		if handledEmpty {
-			mainIterationOffset += segmentMainIterationMax
-			transientRunAttempts = 0
-			timeoutCancel()
-			baseCtx, cancelWithCause = context.WithCancelCause(context.Background())
-			h.tasks.BindTaskCancel(conversationID, cancelWithCause)
-			taskCtx, timeoutCancel = context.WithTimeout(baseCtx, 600*time.Minute)
-			h.tasks.UpdateTaskStatus(conversationID, "running")
-			continue
-		}
-
 		if runErr == nil {
-			// 任一段成功完成后，重置临时错误重试窗口（次数/退避从头开始）。
-			transientRunAttempts = 0
-			emptyResponseAttempts = 0
 			timeoutCancel()
 			break
 		}
 
-		handled, fatalErr := h.handleEinoTransientRetryContinue(
-			baseCtx, conversationID, result, runErr, &transientRunAttempts,
-			&curHistory, &curFinalMessage, segmentUserMessage, progressCallback,
-			func(msg string, extra map[string]interface{}) { sendEvent("progress", msg, extra) },
-		)
-		if handled {
-			mainIterationOffset += segmentMainIterationMax
-			timeoutCancel()
-			baseCtx, cancelWithCause = context.WithCancelCause(context.Background())
-			h.tasks.BindTaskCancel(conversationID, cancelWithCause)
-			taskCtx, timeoutCancel = context.WithTimeout(baseCtx, 600*time.Minute)
-			h.tasks.UpdateTaskStatus(conversationID, "running")
-			continue
-		}
-		if fatalErr != nil {
-			runErr = fatalErr
-		}
-
 		cause := context.Cause(baseCtx)
 		if errors.Is(cause, multiagent.ErrInterruptContinue) {
 			if shouldPersistEinoAgentTraceAfterRunError(baseCtx) {
@@ -310,8 +267,6 @@ func (h *AgentHandler) EinoSingleAgentLoopStream(c *gin.Context) {
 				"source":         "interrupt_continue",
 			})
 			mainIterationOffset += segmentMainIterationMax
-			// 非临时错误分段续跑（用户中断并继续）时，清空 transient 计数，避免跨分段累加。
-			transientRunAttempts = 0
 			timeoutCancel()
 			baseCtx, cancelWithCause = context.WithCancelCause(context.Background())
 			h.tasks.BindTaskCancel(conversationID, cancelWithCause)
@@ -446,16 +401,16 @@ func (h *AgentHandler) EinoSingleAgentLoop(c *gin.Context) {
 	curMsg := prep.FinalMessage
 	var result *multiagent.RunResult
 	var runErr error
-	var transientRunAttempts int
-	var emptyResponseAttempts int
 	for {
 		result, runErr = multiagent.RunEinoSingleChatModelAgent(
 			taskCtx,
 			h.config,
 			&h.config.MultiAgent,
 			h.agent,
+			h.db,
 			h.logger,
 			prep.ConversationID,
+			h.conversationProjectID(prep.ConversationID),
 			curMsg,
 			curHist,
 			prep.RoleTools,
@@ -463,28 +418,9 @@ func (h *AgentHandler) EinoSingleAgentLoop(c *gin.Context) {
 			chatReasoningToClientIntent(req.Reasoning),
 			h.projectBlackboardBlock(prep.ConversationID),
 		)
-		handledEmpty, exhaustedEmpty := h.handleEinoEmptyResponseContinue(
-			baseCtx, prep.ConversationID, result, runErr, &emptyResponseAttempts,
-			&curHist, &curMsg, prep.FinalMessage, progressCallback, nil,
-		)
-		if exhaustedEmpty {
-			runErr = nil
-			break
-		}
-		if handledEmpty {
-			continue
-		}
 		if runErr == nil {
 			break
 		}
-		if handled, fatalErr := h.handleEinoTransientRetryContinue(
-			baseCtx, prep.ConversationID, result, runErr, &transientRunAttempts,
-			&curHist, &curMsg, prep.FinalMessage, progressCallback, nil,
-		); handled {
-			continue
-		} else if fatalErr != nil {
-			runErr = fatalErr
-		}
 		if shouldPersistEinoAgentTraceAfterRunError(baseCtx) {
 			h.persistEinoAgentTraceForResume(prep.ConversationID, result)
 		}

internal/handler/monitor.go

@@ -10,8 +10,10 @@ import (
 	"time"
 
 	"cyberstrike-ai/internal/audit"
+	"cyberstrike-ai/internal/config"
 	"cyberstrike-ai/internal/database"
 	"cyberstrike-ai/internal/mcp"
+	"cyberstrike-ai/internal/monitor"
 	"cyberstrike-ai/internal/security"
 	"github.com/gin-gonic/gin"
 	"go.uber.org/zap"
@@ -19,12 +21,18 @@ import (
 
 // MonitorHandler 监控处理器
 type MonitorHandler struct {
-	mcpServer      *mcp.Server
-	externalMCPMgr *mcp.ExternalMCPManager
-	executor       *security.Executor
-	db             *database.DB
-	logger         *zap.Logger
-	audit          *audit.Service
+	mcpServer        *mcp.Server
+	externalMCPMgr   *mcp.ExternalMCPManager
+	executor         *security.Executor
+	db               *database.DB
+	logger           *zap.Logger
+	audit            *audit.Service
+	monitorRetention *monitor.Service
+}
+
+// SetMonitorRetention wires MCP execution retention settings.
+func (h *MonitorHandler) SetMonitorRetention(s *monitor.Service) {
+	h.monitorRetention = s
 }
 
 // SetAudit wires platform audit logging.
@@ -50,13 +58,14 @@ func (h *MonitorHandler) SetExternalMCPManager(mgr *mcp.ExternalMCPManager) {
 
 // MonitorResponse 监控响应
 type MonitorResponse struct {
-	Executions []*mcp.ToolExecution      `json:"executions"`
-	Stats      map[string]*mcp.ToolStats `json:"stats"`
-	Timestamp  time.Time                 `json:"timestamp"`
-	Total      int                       `json:"total,omitempty"`
-	Page       int                       `json:"page,omitempty"`
-	PageSize   int                       `json:"page_size,omitempty"`
-	TotalPages int                       `json:"total_pages,omitempty"`
+	Executions    []*mcp.ToolExecution      `json:"executions"`
+	Stats         map[string]*mcp.ToolStats `json:"stats"`
+	Timestamp     time.Time                 `json:"timestamp"`
+	Total         int                       `json:"total,omitempty"`
+	Page          int                       `json:"page,omitempty"`
+	PageSize      int                       `json:"page_size,omitempty"`
+	TotalPages    int                       `json:"total_pages,omitempty"`
+	RetentionDays int                       `json:"retention_days,omitempty"`
 }
 
 // Monitor 获取监控信息
@@ -89,16 +98,24 @@ func (h *MonitorHandler) Monitor(c *gin.Context) {
 	}
 
 	c.JSON(http.StatusOK, MonitorResponse{
-		Executions: executions,
-		Stats:      stats,
-		Timestamp:  time.Now(),
-		Total:      total,
-		Page:       page,
-		PageSize:   pageSize,
-		TotalPages: totalPages,
+		Executions:    executions,
+		Stats:         stats,
+		Timestamp:     time.Now(),
+		Total:         total,
+		Page:          page,
+		PageSize:      pageSize,
+		TotalPages:    totalPages,
+		RetentionDays: h.monitorRetentionDays(),
 	})
 }
 
+func (h *MonitorHandler) monitorRetentionDays() int {
+	if h.monitorRetention != nil {
+		return h.monitorRetention.RetentionDays()
+	}
+	return config.MonitorConfig{}.RetentionDaysEffective()
+}
+
 func (h *MonitorHandler) loadExecutions() []*mcp.ToolExecution {
 	executions, _ := h.loadExecutionsWithPagination(1, 1000, "", "")
 	return executions

internal/handler/multi_agent.go

@@ -136,7 +136,6 @@ func (h *AgentHandler) MultiAgentLoopStream(c *gin.Context) {
 
 	var cancelWithCause context.CancelCauseFunc
 	curFinalMessage := prep.FinalMessage
-	segmentUserMessage := prep.FinalMessage // 本请求原始用户句，临时重试时不得丢失
 	curHistory := prep.History
 	roleTools := prep.RoleTools
 	orch := strings.TrimSpace(req.Orchestration)
@@ -187,8 +186,6 @@ func (h *AgentHandler) MultiAgentLoopStream(c *gin.Context) {
 
 	// 同一 HTTP 流内多段 Run（如中断并继续）合并 MCP execution id，供最终 response / 库表与工具芯片展示完整列表
 	var cumulativeMCPExecutionIDs []string
-	var transientRunAttempts int
-	var emptyResponseAttempts int
 	// 同一请求内分段续跑时，主代理 iteration 事件按偏移累计，避免 UI 出现「第3轮 → 第1轮」回跳。
 	var mainIterationOffset int
 
@@ -225,6 +222,7 @@ func (h *AgentHandler) MultiAgentLoopStream(c *gin.Context) {
 		}
 		taskCtxLoop := mcp.WithMCPConversationID(taskCtx, conversationID)
 		taskCtxLoop = mcp.WithToolRunRegistry(taskCtxLoop, h.tasks)
+		taskCtxLoop = mcp.WithEinoExecuteRunRegistry(taskCtxLoop, h.tasks)
 		taskCtxLoop = multiagent.WithHITLToolInterceptor(taskCtxLoop, func(ctx context.Context, toolName, arguments string) (string, error) {
 			return h.interceptHITLForEinoTool(ctx, cancelWithCause, conversationID, assistantMessageID, sendEvent, toolName, arguments)
 		})
@@ -234,8 +232,10 @@ func (h *AgentHandler) MultiAgentLoopStream(c *gin.Context) {
 			h.config,
 			&h.config.MultiAgent,
 			h.agent,
+			h.db,
 			h.logger,
 			conversationID,
+			h.conversationProjectID(conversationID),
 			curFinalMessage,
 			curHistory,
 			roleTools,
@@ -250,54 +250,11 @@ func (h *AgentHandler) MultiAgentLoopStream(c *gin.Context) {
 			cumulativeMCPExecutionIDs = mergeMCPExecutionIDLists(cumulativeMCPExecutionIDs, result.MCPExecutionIDs)
 		}
 
-		handledEmpty, exhaustedEmpty := h.handleEinoEmptyResponseContinue(
-			baseCtx, conversationID, result, runErr, &emptyResponseAttempts,
-			&curHistory, &curFinalMessage, segmentUserMessage, progressCallback,
-			func(msg string, extra map[string]interface{}) { sendEvent("progress", msg, extra) },
-		)
-		if exhaustedEmpty {
-			runErr = nil
-			transientRunAttempts = 0
-			timeoutCancel()
-			break
-		}
-		if handledEmpty {
-			mainIterationOffset += segmentMainIterationMax
-			transientRunAttempts = 0
-			timeoutCancel()
-			baseCtx, cancelWithCause = context.WithCancelCause(context.Background())
-			h.tasks.BindTaskCancel(conversationID, cancelWithCause)
-			taskCtx, timeoutCancel = context.WithTimeout(baseCtx, 600*time.Minute)
-			h.tasks.UpdateTaskStatus(conversationID, "running")
-			continue
-		}
-
 		if runErr == nil {
-			// 任一段成功完成后，重置临时错误重试窗口（次数/退避从头开始）。
-			transientRunAttempts = 0
-			emptyResponseAttempts = 0
 			timeoutCancel()
 			break
 		}
 
-		handled, fatalErr := h.handleEinoTransientRetryContinue(
-			baseCtx, conversationID, result, runErr, &transientRunAttempts,
-			&curHistory, &curFinalMessage, segmentUserMessage, progressCallback,
-			func(msg string, extra map[string]interface{}) { sendEvent("progress", msg, extra) },
-		)
-		if handled {
-			mainIterationOffset += segmentMainIterationMax
-			timeoutCancel()
-			baseCtx, cancelWithCause = context.WithCancelCause(context.Background())
-			h.tasks.BindTaskCancel(conversationID, cancelWithCause)
-			taskCtx, timeoutCancel = context.WithTimeout(baseCtx, 600*time.Minute)
-			h.tasks.UpdateTaskStatus(conversationID, "running")
-			continue
-		}
-		if fatalErr != nil {
-			runErr = fatalErr
-		}
-
 		cause := context.Cause(baseCtx)
 		if errors.Is(cause, multiagent.ErrInterruptContinue) {
 			if shouldPersistEinoAgentTraceAfterRunError(baseCtx) {
@@ -322,8 +279,6 @@ func (h *AgentHandler) MultiAgentLoopStream(c *gin.Context) {
 				"source":         "interrupt_continue",
 			})
 			mainIterationOffset += segmentMainIterationMax
-			// 非临时错误分段续跑（用户中断并继续）时，清空 transient 计数，避免跨分段累加。
-			transientRunAttempts = 0
 			timeoutCancel()
 			baseCtx, cancelWithCause = context.WithCancelCause(context.Background())
 			h.tasks.BindTaskCancel(conversationID, cancelWithCause)
@@ -458,16 +413,16 @@ func (h *AgentHandler) MultiAgentLoop(c *gin.Context) {
 	curMsg := prep.FinalMessage
 	var result *multiagent.RunResult
 	var runErr error
-	var transientRunAttempts int
-	var emptyResponseAttempts int
 	for {
 		result, runErr = multiagent.RunDeepAgent(
 			taskCtx,
 			h.config,
 			&h.config.MultiAgent,
 			h.agent,
+			h.db,
 			h.logger,
 			prep.ConversationID,
+			h.conversationProjectID(prep.ConversationID),
 			curMsg,
 			curHist,
 			prep.RoleTools,
@@ -477,28 +432,9 @@ func (h *AgentHandler) MultiAgentLoop(c *gin.Context) {
 			chatReasoningToClientIntent(req.Reasoning),
 			h.projectBlackboardBlock(prep.ConversationID),
 		)
-		handledEmpty, exhaustedEmpty := h.handleEinoEmptyResponseContinue(
-			baseCtx, prep.ConversationID, result, runErr, &emptyResponseAttempts,
-			&curHist, &curMsg, prep.FinalMessage, progressCallback, nil,
-		)
-		if exhaustedEmpty {
-			runErr = nil
-			break
-		}
-		if handledEmpty {
-			continue
-		}
 		if runErr == nil {
 			break
 		}
-		if handled, fatalErr := h.handleEinoTransientRetryContinue(
-			baseCtx, prep.ConversationID, result, runErr, &transientRunAttempts,
-			&curHist, &curMsg, prep.FinalMessage, progressCallback, nil,
-		); handled {
-			continue
-		} else if fatalErr != nil {
-			runErr = fatalErr
-		}
 		if shouldPersistEinoAgentTraceAfterRunError(baseCtx) {
 			h.persistEinoAgentTraceForResume(prep.ConversationID, result)
 		}

internal/handler/openapi.go

@@ -2,10 +2,8 @@ package handler
 
 import (
 	"net/http"
-	"time"
 
 	"cyberstrike-ai/internal/database"
-	"cyberstrike-ai/internal/storage"
 
 	"github.com/gin-gonic/gin"
 	"go.uber.org/zap"
@@ -15,17 +13,15 @@ import (
 type OpenAPIHandler struct {
 	db               *database.DB
 	logger           *zap.Logger
-	resultStorage    storage.ResultStorage
 	conversationHdlr *ConversationHandler
 	agentHdlr        *AgentHandler
 }
 
 // NewOpenAPIHandler 创建新的OpenAPI处理器
-func NewOpenAPIHandler(db *database.DB, logger *zap.Logger, resultStorage storage.ResultStorage, conversationHdlr *ConversationHandler, agentHdlr *AgentHandler) *OpenAPIHandler {
+func NewOpenAPIHandler(db *database.DB, logger *zap.Logger, conversationHdlr *ConversationHandler, agentHdlr *AgentHandler) *OpenAPIHandler {
 	return &OpenAPIHandler{
 		db:               db,
 		logger:           logger,
-		resultStorage:    resultStorage,
 		conversationHdlr: conversationHdlr,
 		agentHdlr:        agentHdlr,
 	}
@@ -2468,17 +2464,108 @@ func (h *OpenAPIHandler) GetOpenAPISpec(c *gin.Context) {
 					"parameters": []map[string]interface{}{
 						{"name": "id", "in": "path", "required": true, "schema": map[string]interface{}{"type": "string"}},
 						{"name": "fact_key", "in": "query", "schema": map[string]interface{}{"type": "string"}},
+						{"name": "include_links", "in": "query", "schema": map[string]interface{}{"type": "boolean"}},
+						{"name": "include_link_counts", "in": "query", "schema": map[string]interface{}{"type": "boolean"}},
 					},
-					"responses": map[string]interface{}{"200": map[string]interface{}{"description": "事实列表或单条"}},
+					"responses": map[string]interface{}{"200": map[string]interface{}{"description": "事实列表或单条（可含 link_counts / outgoing_links）"}},
 				},
 				"post": map[string]interface{}{
 					"tags": []string{"项目管理"}, "summary": "创建/更新事实", "operationId": "upsertProjectFactREST",
 					"parameters": []map[string]interface{}{
 						{"name": "id", "in": "path", "required": true, "schema": map[string]interface{}{"type": "string"}},
 					},
+					"requestBody": map[string]interface{}{
+						"required": true,
+						"content": map[string]interface{}{
+							"application/json": map[string]interface{}{
+								"schema": map[string]interface{}{
+									"type": "object",
+									"properties": map[string]interface{}{
+										"fact_key": map[string]interface{}{"type": "string"},
+										"summary":  map[string]interface{}{"type": "string"},
+										"links": map[string]interface{}{
+											"type": "array",
+											"items": map[string]interface{}{
+												"type": "object",
+												"properties": map[string]interface{}{
+													"to":   map[string]interface{}{"type": "string"},
+													"type": map[string]interface{}{"type": "string"},
+												},
+											},
+										},
+										"links_text": map[string]interface{}{"type": "string", "description": "type: fact_key 每行一条"},
+									},
+								},
+							},
+						},
+					},
 					"responses": map[string]interface{}{"200": map[string]interface{}{"description": "成功"}},
 				},
 			},
+			"/api/projects/{id}/fact-graph": map[string]interface{}{
+				"get": map[string]interface{}{
+					"tags": []string{"项目管理"}, "summary": "获取项目事实攻击路径图", "operationId": "getProjectFactGraph",
+					"parameters": []map[string]interface{}{
+						{"name": "id", "in": "path", "required": true, "schema": map[string]interface{}{"type": "string"}},
+						{"name": "view", "in": "query", "schema": map[string]interface{}{"type": "string", "enum": []string{"path", "full"}, "default": "path"}},
+						{"name": "exclude_deprecated", "in": "query", "schema": map[string]interface{}{"type": "boolean", "default": true}},
+					},
+					"responses": map[string]interface{}{"200": map[string]interface{}{"description": "nodes + edges"}},
+				},
+			},
+			"/api/projects/{id}/fact-edges": map[string]interface{}{
+				"get": map[string]interface{}{
+					"tags": []string{"项目管理"}, "summary": "列出项目全部事实边", "operationId": "listProjectFactEdges",
+					"parameters": []map[string]interface{}{
+						{"name": "id", "in": "path", "required": true, "schema": map[string]interface{}{"type": "string"}},
+					},
+					"responses": map[string]interface{}{"200": map[string]interface{}{"description": "边列表"}},
+				},
+				"post": map[string]interface{}{
+					"tags": []string{"项目管理"}, "summary": "添加事实边", "operationId": "createProjectFactEdge",
+					"parameters": []map[string]interface{}{
+						{"name": "id", "in": "path", "required": true, "schema": map[string]interface{}{"type": "string"}},
+					},
+					"requestBody": map[string]interface{}{
+						"required": true,
+						"content": map[string]interface{}{
+							"application/json": map[string]interface{}{
+								"schema": map[string]interface{}{
+									"type": "object",
+									"required": []string{"source_fact_key", "target_fact_key", "edge_type"},
+									"properties": map[string]interface{}{
+										"source_fact_key": map[string]interface{}{"type": "string"},
+										"target_fact_key": map[string]interface{}{"type": "string"},
+										"edge_type":       map[string]interface{}{"type": "string"},
+										"confidence":      map[string]interface{}{"type": "string"},
+									},
+								},
+							},
+						},
+					},
+					"responses": map[string]interface{}{"200": map[string]interface{}{"description": "边已创建"}},
+				},
+			},
+			"/api/projects/{id}/fact-edges/{edgeId}": map[string]interface{}{
+				"delete": map[string]interface{}{
+					"tags": []string{"项目管理"}, "summary": "删除事实边", "operationId": "deleteProjectFactEdge",
+					"parameters": []map[string]interface{}{
+						{"name": "id", "in": "path", "required": true, "schema": map[string]interface{}{"type": "string"}},
+						{"name": "edgeId", "in": "path", "required": true, "schema": map[string]interface{}{"type": "string"}},
+					},
+					"responses": map[string]interface{}{"200": map[string]interface{}{"description": "删除成功"}},
+				},
+			},
+			"/api/projects/{id}/promote-attack-chain/{conversationId}": map[string]interface{}{
+				"post": map[string]interface{}{
+					"tags": []string{"项目管理"}, "summary": "将对话攻击链沉淀到项目事实图", "operationId": "promoteAttackChainToProject",
+					"parameters": []map[string]interface{}{
+						{"name": "id", "in": "path", "required": true, "schema": map[string]interface{}{"type": "string"}},
+						{"name": "conversationId", "in": "path", "required": true, "schema": map[string]interface{}{"type": "string"}},
+					},
+					"responses": map[string]interface{}{"200": map[string]interface{}{"description": "沉淀结果（facts/edges/graph）"}},
+				},
+			},
 			"/api/vulnerabilities": map[string]interface{}{
 				"get": map[string]interface{}{
 					"tags":        []string{"漏洞管理"},
@@ -5034,6 +5121,51 @@ func (h *OpenAPIHandler) GetOpenAPISpec(c *gin.Context) {
 					},
 				},
 			},
+			"/api/config/list-models": map[string]interface{}{
+				"post": map[string]interface{}{
+					"tags":        []string{"配置管理"},
+					"summary":     "获取模型列表",
+					"description": "代理调用 OpenAI 兼容 GET /models，返回可用模型 id 列表。Claude 不支持。",
+					"operationId": "listModels",
+					"requestBody": map[string]interface{}{
+						"required": true,
+						"content": map[string]interface{}{
+							"application/json": map[string]interface{}{
+								"schema": map[string]interface{}{
+									"type":     "object",
+									"required": []string{"api_key"},
+									"properties": map[string]interface{}{
+										"provider": map[string]interface{}{"type": "string", "description": "LLM提供商（openai/claude）", "example": "openai"},
+										"base_url": map[string]interface{}{"type": "string", "description": "API基地址（可选）"},
+										"api_key":  map[string]interface{}{"type": "string", "description": "API密钥"},
+									},
+								},
+							},
+						},
+					},
+					"responses": map[string]interface{}{
+						"200": map[string]interface{}{
+							"description": "获取结果",
+							"content": map[string]interface{}{
+								"application/json": map[string]interface{}{
+									"schema": map[string]interface{}{
+										"type": "object",
+										"properties": map[string]interface{}{
+											"success":   map[string]interface{}{"type": "boolean"},
+											"supported": map[string]interface{}{"type": "boolean"},
+											"error":     map[string]interface{}{"type": "string"},
+											"models":    map[string]interface{}{"type": "array", "items": map[string]interface{}{"type": "string"}},
+											"count":     map[string]interface{}{"type": "integer"},
+										},
+									},
+								},
+							},
+						},
+						"400": map[string]interface{}{"description": "参数错误"},
+						"401": map[string]interface{}{"description": "未授权"},
+					},
+				},
+			},
 
 			// ==================== 终端 ====================
 			"/api/terminal/run": map[string]interface{}{
@@ -6354,35 +6486,8 @@ func (h *OpenAPIHandler) GetConversationResults(c *gin.Context) {
 		vulnerabilities[i] = *v
 	}
 
-	// 获取执行结果（从MCP执行记录中获取）
+	// 获取执行结果（历史大结果由 Eino reduction 落盘，此处不再聚合文件存储）
 	executionResults := []map[string]interface{}{}
-	for _, msg := range messages {
-		if len(msg.MCPExecutionIDs) > 0 {
-			for _, execID := range msg.MCPExecutionIDs {
-				// 尝试从结果存储中获取执行结果
-				if h.resultStorage != nil {
-					result, err := h.resultStorage.GetResult(execID)
-					if err == nil && result != "" {
-						// 获取元数据以获取工具名称和创建时间
-						metadata, err := h.resultStorage.GetResultMetadata(execID)
-						toolName := "unknown"
-						createdAt := time.Now()
-						if err == nil && metadata != nil {
-							toolName = metadata.ToolName
-							createdAt = metadata.CreatedAt
-						}
-						executionResults = append(executionResults, map[string]interface{}{
-							"id":        execID,
-							"toolName":  toolName,
-							"status":    "success",
-							"result":    result,
-							"createdAt": createdAt.Format(time.RFC3339),
-						})
-					}
-				}
-			}
-		}
-	}
 
 	response := map[string]interface{}{
 		"conversationId":   conv.ID,

internal/handler/project.go

@@ -1,10 +1,12 @@
 package handler
 
 import (
+	"fmt"
 	"net/http"
 	"strconv"
 	"strings"
 
+	"cyberstrike-ai/internal/attackchain"
 	"cyberstrike-ai/internal/database"
 	"cyberstrike-ai/internal/project"
 
@@ -223,26 +225,102 @@ func (h *ProjectHandler) DeleteProject(c *gin.Context) {
 	c.JSON(http.StatusOK, gin.H{"success": true})
 }
 
+type factLinkRequest struct {
+	From       string `json:"from"`
+	Type       string `json:"type"`
+	Confidence string `json:"confidence,omitempty"`
+}
+
 type upsertFactRequest struct {
-	FactKey                string `json:"fact_key" binding:"required"`
-	Category               string `json:"category"`
-	Summary                string `json:"summary" binding:"required"`
-	Body                   string `json:"body"`
-	Confidence             string `json:"confidence"`
-	Pinned                 bool   `json:"pinned"`
-	RelatedVulnerabilityID string `json:"related_vulnerability_id"`
+	FactKey                string            `json:"fact_key" binding:"required"`
+	Category               string            `json:"category"`
+	Summary                string            `json:"summary" binding:"required"`
+	Body                   string            `json:"body"`
+	Confidence             string            `json:"confidence"`
+	Pinned                 bool              `json:"pinned"`
+	RelatedVulnerabilityID string            `json:"related_vulnerability_id"`
+	Links                  []factLinkRequest `json:"links"`
+	LinksText              *string           `json:"links_text"`
 }
 
 // updateFactRequest 部分更新事实；指针字段省略=不修改，body 传 "" 可清空（仍走 merge 逻辑见 Upsert）。
 type updateFactRequest struct {
-	FactKey                *string `json:"fact_key"`
-	Category               *string `json:"category"`
-	Summary                *string `json:"summary"`
-	Body                   *string `json:"body"`
-	Confidence             *string `json:"confidence"`
-	Pinned                 *bool   `json:"pinned"`
-	RelatedVulnerabilityID *string `json:"related_vulnerability_id"`
-	ClearBody              bool    `json:"clear_body"`
+	FactKey                *string            `json:"fact_key"`
+	Category               *string            `json:"category"`
+	Summary                *string            `json:"summary"`
+	Body                   *string            `json:"body"`
+	Confidence             *string            `json:"confidence"`
+	Pinned                 *bool              `json:"pinned"`
+	RelatedVulnerabilityID *string            `json:"related_vulnerability_id"`
+	ClearBody              bool               `json:"clear_body"`
+	Links                  *[]factLinkRequest `json:"links"`
+	LinksText              *string            `json:"links_text"`
+}
+
+func factLinksFromRequest(links []factLinkRequest, linksText *string) (*project.ParsedFactLinks, error) {
+	if len(links) > 0 {
+		parsed := &project.ParsedFactLinks{}
+		for i, l := range links {
+			from := strings.TrimSpace(l.From)
+			edgeType := strings.TrimSpace(l.Type)
+			if from == "" {
+				return nil, fmt.Errorf("links[%d] 须含 from", i)
+			}
+			if edgeType == "" {
+				return nil, fmt.Errorf("links[%d] 须含 type", i)
+			}
+			parsed.Incoming = append(parsed.Incoming, database.ProjectFactEdgeFromInput{
+				From: from, Type: edgeType, Confidence: strings.TrimSpace(l.Confidence),
+			})
+		}
+		return parsed, nil
+	}
+	if linksText != nil {
+		in, err := project.ParseFactLinksText(*linksText)
+		if err != nil {
+			return nil, err
+		}
+		return &project.ParsedFactLinks{Incoming: in}, nil
+	}
+	return &project.ParsedFactLinks{Incoming: []database.ProjectFactEdgeFromInput{}}, nil
+}
+
+type factWithLinksResponse struct {
+	*database.ProjectFact
+	OutgoingLinks []*database.ProjectFactEdge `json:"outgoing_links,omitempty"`
+	IncomingLinks []*database.ProjectFactEdge `json:"incoming_links,omitempty"`
+	LinkCounts    *project.LinkCounts         `json:"link_counts,omitempty"`
+}
+
+func (h *ProjectHandler) applyFactLinksAfterUpsert(projectID string, fact *database.ProjectFact, links []factLinkRequest, linksText *string, explicitLinks, parseBody bool) error {
+	if explicitLinks {
+		parsed, err := factLinksFromRequest(links, linksText)
+		if err != nil {
+			return err
+		}
+		return project.PersistFactLinksFromParsed(h.db, projectID, fact.FactKey, fact.SourceConversationID, parsed, true)
+	}
+	if parseBody {
+		inputs := project.ParseLinksFromBody(fact.Body)
+		if inputs == nil {
+			return nil
+		}
+		return project.PersistFactIncomingLinks(h.db, projectID, fact.FactKey, inputs, true)
+	}
+	return nil
+}
+
+func (h *ProjectHandler) factResponseWithLinks(projectID string, f *database.ProjectFact, includeLinks bool) interface{} {
+	if !includeLinks || f == nil {
+		return f
+	}
+	out, _ := h.db.ListOutgoingProjectFactEdges(projectID, f.FactKey)
+	in, _ := h.db.ListIncomingProjectFactEdges(projectID, f.FactKey)
+	return &factWithLinksResponse{
+		ProjectFact:   f,
+		OutgoingLinks: out,
+		IncomingLinks: in,
+	}
 }
 
 // ListFacts GET /api/projects/:id/facts （fact_key 查询参数可获取单条详情）
@@ -254,7 +332,8 @@ func (h *ProjectHandler) ListFacts(c *gin.Context) {
 			c.JSON(http.StatusNotFound, gin.H{"error": err.Error()})
 			return
 		}
-		c.JSON(http.StatusOK, f)
+		includeLinks := c.Query("include_links") == "1" || c.Query("include_links") == "true"
+		c.JSON(http.StatusOK, h.factResponseWithLinks(projectID, f, includeLinks))
 		return
 	}
 	limit, _ := strconv.Atoi(c.DefaultQuery("limit", "100"))
@@ -285,7 +364,52 @@ func (h *ProjectHandler) ListFacts(c *gin.Context) {
 		}
 		list = filtered
 	}
-	c.JSON(http.StatusOK, list)
+	includeLinkCounts := c.Query("include_link_counts") == "1" || c.Query("include_link_counts") == "true"
+	if !includeLinkCounts {
+		c.JSON(http.StatusOK, list)
+		return
+	}
+	counts, err := project.LoadProjectFactLinkCounts(h.db, projectID)
+	if err != nil {
+		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+		return
+	}
+	out := make([]factWithLinksResponse, 0, len(list))
+	for _, f := range list {
+		item := factWithLinksResponse{ProjectFact: f}
+		if c, ok := counts[f.FactKey]; ok {
+			cc := c
+			item.LinkCounts = &cc
+		}
+		out = append(out, item)
+	}
+	c.JSON(http.StatusOK, out)
+}
+
+// GetFactGraph GET /api/projects/:id/fact-graph?view=path|full
+func (h *ProjectHandler) GetFactGraph(c *gin.Context) {
+	projectID := c.Param("id")
+	if _, err := h.db.GetProject(projectID); err != nil {
+		c.JSON(http.StatusNotFound, gin.H{"error": "项目不存在"})
+		return
+	}
+	view := c.DefaultQuery("view", "path")
+	excludeDeprecated := true
+	if v := c.Query("exclude_deprecated"); v == "0" || v == "false" {
+		excludeDeprecated = false
+	}
+	graph, err := project.BuildProjectFactGraph(h.db, projectID, view, excludeDeprecated)
+	if err != nil {
+		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+		return
+	}
+	if graph.Nodes == nil {
+		graph.Nodes = []database.ProjectFactGraphNode{}
+	}
+	if graph.Edges == nil {
+		graph.Edges = []database.ProjectFactGraphEdge{}
+	}
+	c.JSON(http.StatusOK, graph)
 }
 
 // CreateFact POST /api/projects/:id/facts
@@ -295,8 +419,9 @@ func (h *ProjectHandler) CreateFact(c *gin.Context) {
 		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
 		return
 	}
+	projectID := c.Param("id")
 	f := &database.ProjectFact{
-		ProjectID:              c.Param("id"),
+		ProjectID:              projectID,
 		FactKey:                req.FactKey,
 		Category:               req.Category,
 		Summary:                req.Summary,
@@ -310,16 +435,24 @@ func (h *ProjectHandler) CreateFact(c *gin.Context) {
 		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
 		return
 	}
-	c.JSON(http.StatusOK, created)
+	explicitLinks := req.Links != nil || req.LinksText != nil
+	if err := h.applyFactLinksAfterUpsert(projectID, created, req.Links, req.LinksText, explicitLinks, !explicitLinks); err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
+		return
+	}
+	created, _ = h.db.GetProjectFactByKey(projectID, created.FactKey)
+	c.JSON(http.StatusOK, h.factResponseWithLinks(projectID, created, true))
 }
 
 // UpdateFact PUT /api/projects/:id/facts/:factId
 func (h *ProjectHandler) UpdateFact(c *gin.Context) {
+	projectID := c.Param("id")
 	existing, err := h.db.GetProjectFact(c.Param("factId"))
-	if err != nil || existing.ProjectID != c.Param("id") {
+	if err != nil || existing.ProjectID != projectID {
 		c.JSON(http.StatusNotFound, gin.H{"error": "事实不存在"})
 		return
 	}
+	oldFactKey := existing.FactKey
 	var req updateFactRequest
 	if err := c.ShouldBindJSON(&req); err != nil {
 		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
@@ -355,7 +488,29 @@ func (h *ProjectHandler) UpdateFact(c *gin.Context) {
 		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
 		return
 	}
-	c.JSON(http.StatusOK, updated)
+	if oldFactKey != updated.FactKey {
+		if err := h.db.RenameProjectFactKeyEdges(projectID, oldFactKey, updated.FactKey); err != nil {
+			c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+			return
+		}
+	}
+	if req.Links != nil || req.LinksText != nil {
+		var links []factLinkRequest
+		if req.Links != nil {
+			links = *req.Links
+		}
+		if err := h.applyFactLinksAfterUpsert(projectID, updated, links, req.LinksText, true, false); err != nil {
+			c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
+			return
+		}
+	} else if req.ClearBody || req.Body != nil {
+		if err := h.applyFactLinksAfterUpsert(projectID, updated, nil, nil, false, true); err != nil {
+			c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
+			return
+		}
+	}
+	updated, _ = h.db.GetProjectFactByKey(projectID, updated.FactKey)
+	c.JSON(http.StatusOK, h.factResponseWithLinks(projectID, updated, true))
 }
 
 // DeleteFact DELETE /api/projects/:id/facts/:factId
@@ -408,3 +563,82 @@ func (h *ProjectHandler) RestoreFact(c *gin.Context) {
 	}
 	c.JSON(http.StatusOK, gin.H{"success": true})
 }
+
+type createFactEdgeRequest struct {
+	SourceFactKey string `json:"source_fact_key" binding:"required"`
+	TargetFactKey string `json:"target_fact_key" binding:"required"`
+	EdgeType      string `json:"edge_type" binding:"required"`
+	Confidence    string `json:"confidence"`
+}
+
+// ListFactEdges GET /api/projects/:id/fact-edges
+func (h *ProjectHandler) ListFactEdges(c *gin.Context) {
+	projectID := c.Param("id")
+	edges, err := h.db.ListProjectFactEdgesByProject(projectID)
+	if err != nil {
+		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+		return
+	}
+	if edges == nil {
+		edges = []*database.ProjectFactEdge{}
+	}
+	c.JSON(http.StatusOK, edges)
+}
+
+// CreateFactEdge POST /api/projects/:id/fact-edges
+func (h *ProjectHandler) CreateFactEdge(c *gin.Context) {
+	projectID := c.Param("id")
+	var req createFactEdgeRequest
+	if err := c.ShouldBindJSON(&req); err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
+		return
+	}
+	edge, err := h.db.AddProjectFactEdge(projectID, database.ProjectFactEdgeInput{
+		To:         req.TargetFactKey,
+		Type:       req.EdgeType,
+		Confidence: req.Confidence,
+	}, req.SourceFactKey, "")
+	if err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
+		return
+	}
+	if f, err := h.db.GetProjectFactByKey(projectID, req.TargetFactKey); err == nil {
+		in, _ := h.db.ListIncomingProjectFactEdges(projectID, req.TargetFactKey)
+		f.Body = project.SyncBodyLinksSection(f.Body, in)
+		_, _ = h.db.UpsertProjectFact(f)
+	}
+	c.JSON(http.StatusOK, edge)
+}
+
+// DeleteFactEdge DELETE /api/projects/:id/fact-edges/:edgeId
+func (h *ProjectHandler) DeleteFactEdge(c *gin.Context) {
+	projectID := c.Param("id")
+	edgeID := c.Param("edgeId")
+	edge, err := h.db.GetProjectFactEdge(edgeID)
+	if err != nil || edge.ProjectID != projectID {
+		c.JSON(http.StatusNotFound, gin.H{"error": "边不存在"})
+		return
+	}
+	if err := h.db.DeleteProjectFactEdge(edgeID); err != nil {
+		c.JSON(http.StatusInternalServerError, gin.H{"error": err.Error()})
+		return
+	}
+	if f, err := h.db.GetProjectFactByKey(projectID, edge.TargetFactKey); err == nil {
+		in, _ := h.db.ListIncomingProjectFactEdges(projectID, edge.TargetFactKey)
+		f.Body = project.SyncBodyLinksSection(f.Body, in)
+		_, _ = h.db.UpsertProjectFact(f)
+	}
+	c.JSON(http.StatusOK, gin.H{"success": true})
+}
+
+// PromoteAttackChain POST /api/projects/:id/promote-attack-chain/:conversationId
+func (h *ProjectHandler) PromoteAttackChain(c *gin.Context) {
+	projectID := c.Param("id")
+	conversationID := c.Param("conversationId")
+	result, err := attackchain.PromoteToProject(h.db, projectID, conversationID)
+	if err != nil {
+		c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
+		return
+	}
+	c.JSON(http.StatusOK, result)
+}

internal/handler/project_context.go

@@ -30,3 +30,19 @@ func (h *AgentHandler) projectBlackboardBlock(conversationID string) string {
 	}
 	return strings.TrimSpace(block)
 }
+
+// conversationProjectID 返回对话绑定的项目 ID；未绑定或查询失败时返回空字符串。
+func (h *AgentHandler) conversationProjectID(conversationID string) string {
+	if h == nil || h.db == nil {
+		return ""
+	}
+	conversationID = strings.TrimSpace(conversationID)
+	if conversationID == "" {
+		return ""
+	}
+	projectID, err := h.db.GetConversationProjectID(conversationID)
+	if err != nil {
+		return ""
+	}
+	return strings.TrimSpace(projectID)
+}

internal/handler/robot.go

@@ -447,7 +447,7 @@ func (h *RobotHandler) cmdUnbindProject(platform, userID string) string {
 }
 
 func (h *RobotHandler) cmdList() string {
-	convs, err := h.db.ListConversations(50, 0, "")
+	convs, err := h.db.ListConversations(50, 0, "", "")
 	if err != nil {
 		return "获取对话列表失败: " + err.Error()
 	}
@@ -594,6 +594,9 @@ func (h *RobotHandler) cmdDelete(platform, userID, convID string) string {
 		h.mu.Unlock()
 		h.deleteSessionBinding(sk)
 	}
+	if h.agentHandler != nil {
+		h.agentHandler.CancelRunningTaskForConversation(convID)
+	}
 	if err := h.db.DeleteConversation(convID); err != nil {
 		return "删除失败: " + err.Error()
 	}

internal/handler/task_manager.go

@@ -37,6 +37,11 @@ type AgentTask struct {
 	// InterruptContinueNote 无 MCP 时「中断并继续」由用户在弹窗中填写的补充说明（Cancel 前写入，续跑轮次读取后清空）
 	InterruptContinueNote string `json:"-"`
 
+	// activeEinoExecuteCancel 当前进行中的 Eino filesystem execute 取消函数（与 MCP 工具并行，供中断并继续）
+	activeEinoExecuteCancel context.CancelFunc
+	// activeEinoExecuteAbortNote AbortActiveEinoExecute 写入的用户说明，由 execute 收尾时合并进工具结果
+	activeEinoExecuteAbortNote string
+
 	cancel func(error)
 }
 
@@ -70,6 +75,69 @@ func (m *AgentTaskManager) UnregisterRunningTool(conversationID, executionID str
 	}
 }
 
+// RegisterActiveEinoExecute 登记进行中的 Eino filesystem execute（每会话同时仅一条）。
+func (m *AgentTaskManager) RegisterActiveEinoExecute(conversationID string, cancel context.CancelFunc) {
+	conversationID = strings.TrimSpace(conversationID)
+	if conversationID == "" || cancel == nil {
+		return
+	}
+	m.mu.Lock()
+	defer m.mu.Unlock()
+	if t, ok := m.tasks[conversationID]; ok && t != nil {
+		t.activeEinoExecuteCancel = cancel
+		t.activeEinoExecuteAbortNote = ""
+	}
+}
+
+// UnregisterActiveEinoExecute execute 正常结束或已取消后清除登记。
+func (m *AgentTaskManager) UnregisterActiveEinoExecute(conversationID string) {
+	conversationID = strings.TrimSpace(conversationID)
+	if conversationID == "" {
+		return
+	}
+	m.mu.Lock()
+	defer m.mu.Unlock()
+	if t, ok := m.tasks[conversationID]; ok && t != nil {
+		t.activeEinoExecuteCancel = nil
+		t.activeEinoExecuteAbortNote = ""
+	}
+}
+
+// AbortActiveEinoExecute 终止当前 Eino execute 并暂存用户说明（与 MCP 工具终止一致）。
+func (m *AgentTaskManager) AbortActiveEinoExecute(conversationID, note string) bool {
+	conversationID = strings.TrimSpace(conversationID)
+	if conversationID == "" {
+		return false
+	}
+	m.mu.Lock()
+	t, ok := m.tasks[conversationID]
+	if !ok || t == nil || t.activeEinoExecuteCancel == nil {
+		m.mu.Unlock()
+		return false
+	}
+	t.activeEinoExecuteAbortNote = strings.TrimSpace(note)
+	cancel := t.activeEinoExecuteCancel
+	m.mu.Unlock()
+	cancel()
+	return true
+}
+
+// TakeEinoExecuteAbortNote 读取并清空 execute 终止说明（execute 收尾时调用一次）。
+func (m *AgentTaskManager) TakeEinoExecuteAbortNote(conversationID string) string {
+	conversationID = strings.TrimSpace(conversationID)
+	if conversationID == "" {
+		return ""
+	}
+	m.mu.Lock()
+	defer m.mu.Unlock()
+	if t, ok := m.tasks[conversationID]; ok && t != nil {
+		n := t.activeEinoExecuteAbortNote
+		t.activeEinoExecuteAbortNote = ""
+		return n
+	}
+	return ""
+}
+
 // SetInterruptContinueNote 在发起 ErrInterruptContinue 取消前写入用户补充说明（仅内存）。
 func (m *AgentTaskManager) SetInterruptContinueNote(conversationID, note string) {
 	conversationID = strings.TrimSpace(conversationID)

internal/handler/task_manager_eino_execute_test.go

@@ -0,0 +1,40 @@
+package handler
+
+import (
+	"context"
+	"testing"
+	"time"
+)
+
+func TestAbortActiveEinoExecute(t *testing.T) {
+	m := NewAgentTaskManager()
+	conv := "conv-eino-exec-abort"
+	ctx, cancel := context.WithCancel(context.Background())
+	_, err := m.StartTask(conv, "test", func(error) {})
+	if err != nil {
+		t.Fatalf("StartTask: %v", err)
+	}
+	m.RegisterActiveEinoExecute(conv, cancel)
+
+	done := make(chan struct{})
+	go func() {
+		<-ctx.Done()
+		close(done)
+	}()
+
+	if !m.AbortActiveEinoExecute(conv, "跳过域名收集") {
+		t.Fatal("expected abort to succeed")
+	}
+	select {
+	case <-done:
+	case <-time.After(2 * time.Second):
+		t.Fatal("execute cancel did not propagate")
+	}
+	if got := m.TakeEinoExecuteAbortNote(conv); got != "跳过域名收集" {
+		t.Fatalf("abort note = %q, want 跳过域名收集", got)
+	}
+	m.UnregisterActiveEinoExecute(conv)
+	if m.AbortActiveEinoExecute(conv, "") {
+		t.Fatal("second abort should fail when no active execute")
+	}
+}

internal/mcp/run_context.go

@@ -11,7 +11,16 @@ type ToolRunRegistry interface {
 	UnregisterRunningTool(conversationID, executionID string)
 }
 
+// EinoExecuteRunRegistry 登记进行中的 Eino filesystem execute，供「中断并继续」终止 amass 等长命令。
+type EinoExecuteRunRegistry interface {
+	RegisterActiveEinoExecute(conversationID string, cancel context.CancelFunc)
+	UnregisterActiveEinoExecute(conversationID string)
+	AbortActiveEinoExecute(conversationID, note string) bool
+	TakeEinoExecuteAbortNote(conversationID string) string
+}
+
 type toolRunRegistryCtxKey struct{}
+type einoExecuteRunRegistryCtxKey struct{}
 type mcpConversationIDCtxKey struct{}
 
 // WithToolRunRegistry 将登记器注入 ctx（Eino / 原生 Agent 任务 ctx）。
@@ -31,6 +40,23 @@ func ToolRunRegistryFromContext(ctx context.Context) ToolRunRegistry {
 	return v
 }
 
+// WithEinoExecuteRunRegistry 将 Eino execute 取消登记器注入 ctx。
+func WithEinoExecuteRunRegistry(ctx context.Context, reg EinoExecuteRunRegistry) context.Context {
+	if ctx == nil || reg == nil {
+		return ctx
+	}
+	return context.WithValue(ctx, einoExecuteRunRegistryCtxKey{}, reg)
+}
+
+// EinoExecuteRunRegistryFromContext 取出 Eino execute 登记器（无则 nil）。
+func EinoExecuteRunRegistryFromContext(ctx context.Context) EinoExecuteRunRegistry {
+	if ctx == nil {
+		return nil
+	}
+	v, _ := ctx.Value(einoExecuteRunRegistryCtxKey{}).(EinoExecuteRunRegistry)
+	return v
+}
+
 // WithMCPConversationID 将对话 ID 注入 ctx，供 CallTool 内与 executionId 关联。
 func WithMCPConversationID(ctx context.Context, conversationID string) context.Context {
 	if ctx == nil {

internal/mcp/server.go

@@ -21,6 +21,7 @@ import (
 // MonitorStorage 监控数据存储接口
 type MonitorStorage interface {
 	SaveToolExecution(exec *ToolExecution) error
+	UpdateToolExecutionResult(id string, result *ToolResult) error
 	LoadToolExecutions() ([]*ToolExecution, error)
 	GetToolExecution(id string) (*ToolExecution, error)
 	SaveToolStats(toolName string, stats *ToolStats) error
@@ -963,6 +964,26 @@ func (s *Server) RecordCompletedToolInvocation(toolName string, args map[string]
 	return executionID
 }
 
+// UpdateToolExecutionResult 将监控库中的工具结果更新为送入模型的展示正文（如 reduction 后的 persisted-output）。
+func (s *Server) UpdateToolExecutionResult(executionID string, result *ToolResult) error {
+	if s == nil {
+		return nil
+	}
+	executionID = strings.TrimSpace(executionID)
+	if executionID == "" || result == nil {
+		return nil
+	}
+	s.mu.Lock()
+	if exec, ok := s.executions[executionID]; ok && exec != nil {
+		exec.Result = result
+	}
+	s.mu.Unlock()
+	if s.storage != nil {
+		return s.storage.UpdateToolExecutionResult(executionID, result)
+	}
+	return nil
+}
+
 // cleanupOldExecutions 清理旧的执行记录，防止内存无限增长
 func (s *Server) cleanupOldExecutions() {
 	if len(s.executions) <= s.maxExecutionsInMemory {

internal/monitor/retention.go

@@ -0,0 +1,71 @@
+package monitor
+
+import (
+	"time"
+
+	"cyberstrike-ai/internal/config"
+	"cyberstrike-ai/internal/database"
+
+	"go.uber.org/zap"
+)
+
+const retentionPurgeInterval = time.Hour
+
+// Service manages MCP tool execution monitor retention.
+type Service struct {
+	db     *database.DB
+	cfg    *config.Config
+	logger *zap.Logger
+}
+
+// NewService creates a monitor retention service.
+func NewService(db *database.DB, cfg *config.Config, logger *zap.Logger) *Service {
+	return &Service{db: db, cfg: cfg, logger: logger}
+}
+
+// RetentionDays returns configured retention; 0 means keep forever.
+func (s *Service) RetentionDays() int {
+	if s == nil || s.cfg == nil {
+		return config.MonitorConfig{}.RetentionDaysEffective()
+	}
+	return s.cfg.Monitor.RetentionDaysEffective()
+}
+
+// PurgeExpired deletes tool execution rows older than retention_days when configured.
+func (s *Service) PurgeExpired() {
+	if s == nil || s.db == nil || s.cfg == nil {
+		return
+	}
+	days := s.cfg.Monitor.RetentionDaysEffective()
+	if days <= 0 {
+		return
+	}
+	cutoff := time.Now().AddDate(0, 0, -days)
+	n, err := s.db.PurgeToolExecutionsBefore(cutoff)
+	if err != nil {
+		if s.logger != nil {
+			s.logger.Warn("清理过期 MCP 执行记录失败", zap.Error(err))
+		}
+		return
+	}
+	if n > 0 && s.logger != nil {
+		s.logger.Info("已清理过期 MCP 执行记录", zap.Int64("deleted", n), zap.Int("retention_days", days))
+	}
+}
+
+// StartRetentionLoop periodically purges expired tool execution rows.
+func StartRetentionLoop(s *Service, logger *zap.Logger) {
+	if s == nil {
+		return
+	}
+	go func() {
+		ticker := time.NewTicker(retentionPurgeInterval)
+		defer ticker.Stop()
+		for range ticker.C {
+			s.PurgeExpired()
+			if logger != nil {
+				logger.Debug("monitor retention tick completed")
+			}
+		}
+	}()
+}

internal/monitor/retention_test.go

@@ -0,0 +1,94 @@
+package monitor
+
+import (
+	"path/filepath"
+	"testing"
+	"time"
+
+	"cyberstrike-ai/internal/config"
+	"cyberstrike-ai/internal/database"
+	"cyberstrike-ai/internal/mcp"
+
+	"go.uber.org/zap"
+)
+
+func TestServicePurgeExpired_respectsZeroRetention(t *testing.T) {
+	dbPath := filepath.Join(t.TempDir(), "monitor.db")
+	db, err := database.NewDB(dbPath, zap.NewNop())
+	if err != nil {
+		t.Fatalf("NewDB: %v", err)
+	}
+	defer db.Close()
+
+	exec := &mcp.ToolExecution{
+		ID:        "ancient",
+		ToolName:  "curl::get",
+		Arguments: map[string]interface{}{},
+		Status:    "completed",
+		StartTime: mustParseTime(t, "2020-01-01T00:00:00Z"),
+	}
+	if err := db.SaveToolExecution(exec); err != nil {
+		t.Fatalf("SaveToolExecution: %v", err)
+	}
+
+	zero := 0
+	svc := NewService(db, &config.Config{
+		Monitor: config.MonitorConfig{RetentionDays: &zero},
+	}, zap.NewNop())
+	svc.PurgeExpired()
+
+	if _, err := db.GetToolExecution("ancient"); err != nil {
+		t.Fatalf("record should remain when retention_days=0: %v", err)
+	}
+}
+
+func TestServicePurgeExpired_deletesOldRows(t *testing.T) {
+	dbPath := filepath.Join(t.TempDir(), "monitor.db")
+	db, err := database.NewDB(dbPath, zap.NewNop())
+	if err != nil {
+		t.Fatalf("NewDB: %v", err)
+	}
+	defer db.Close()
+
+	exec := &mcp.ToolExecution{
+		ID:        "ancient",
+		ToolName:  "curl::get",
+		Arguments: map[string]interface{}{},
+		Status:    "completed",
+		StartTime: mustParseTime(t, "2020-01-01T00:00:00Z"),
+	}
+	if err := db.SaveToolExecution(exec); err != nil {
+		t.Fatalf("SaveToolExecution: %v", err)
+	}
+
+	days := 90
+	svc := NewService(db, &config.Config{
+		Monitor: config.MonitorConfig{RetentionDays: &days},
+	}, zap.NewNop())
+	svc.PurgeExpired()
+
+	if _, err := db.GetToolExecution("ancient"); err == nil {
+		t.Fatal("record should be purged when older than retention_days")
+	}
+}
+
+func TestRetentionDaysEffective_defaults(t *testing.T) {
+	got := config.MonitorConfig{}.RetentionDaysEffective()
+	if got != 90 {
+		t.Fatalf("default = %d, want 90", got)
+	}
+	zero := 0
+	cfg := config.MonitorConfig{RetentionDays: &zero}
+	if cfg.RetentionDaysEffective() != 0 {
+		t.Fatalf("zero = %d, want 0", cfg.RetentionDaysEffective())
+	}
+}
+
+func mustParseTime(t *testing.T, value string) time.Time {
+	t.Helper()
+	parsed, err := time.Parse(time.RFC3339, value)
+	if err != nil {
+		t.Fatalf("parse time: %v", err)
+	}
+	return parsed
+}

internal/multiagent/continuation_user_dedup_middleware.go

@@ -0,0 +1,104 @@
+package multiagent
+
+import (
+	"context"
+	"strings"
+
+	"github.com/cloudwego/eino/adk"
+	"github.com/cloudwego/eino/schema"
+	"go.uber.org/zap"
+)
+
+// continuationSessionMarker matches Cursor / IDE session-resume user injections.
+const continuationSessionMarker = "This session is being continued from a previous conversation"
+
+// continuationUserDedupMiddleware keeps only the latest session-resume user message when
+// multiple continuation injections were stacked (e.g. after repeated out-of-context resumes).
+type continuationUserDedupMiddleware struct {
+	adk.BaseChatModelAgentMiddleware
+	logger *zap.Logger
+	phase  string
+}
+
+func newContinuationUserDedupMiddleware(logger *zap.Logger, phase string) adk.ChatModelAgentMiddleware {
+	return &continuationUserDedupMiddleware{logger: logger, phase: phase}
+}
+
+func (m *continuationUserDedupMiddleware) BeforeModelRewriteState(
+	ctx context.Context,
+	state *adk.ChatModelAgentState,
+	mc *adk.ModelContext,
+) (context.Context, *adk.ChatModelAgentState, error) {
+	_ = mc
+	if m == nil || state == nil || len(state.Messages) == 0 {
+		return ctx, state, nil
+	}
+	deduped, dropped := dedupContinuationUserMessages(state.Messages)
+	if dropped == 0 {
+		return ctx, state, nil
+	}
+	if m.logger != nil {
+		m.logger.Info("eino continuation user messages deduplicated",
+			zap.String("phase", m.phase),
+			zap.Int("dropped", dropped),
+			zap.Int("messages_before", len(state.Messages)),
+			zap.Int("messages_after", len(deduped)),
+		)
+	}
+	out := *state
+	out.Messages = deduped
+	return ctx, &out, nil
+}
+
+func adkUserMessageText(msg adk.Message) string {
+	if msg == nil {
+		return ""
+	}
+	var b strings.Builder
+	if s := strings.TrimSpace(msg.Content); s != "" {
+		b.WriteString(s)
+	}
+	for _, part := range msg.UserInputMultiContent {
+		if part.Type == schema.ChatMessagePartTypeText {
+			if s := strings.TrimSpace(part.Text); s != "" {
+				if b.Len() > 0 {
+					b.WriteByte('\n')
+				}
+				b.WriteString(s)
+			}
+		}
+	}
+	return b.String()
+}
+
+func isContinuationUserMessage(msg adk.Message) bool {
+	if msg == nil || msg.Role != schema.User {
+		return false
+	}
+	return strings.Contains(adkUserMessageText(msg), continuationSessionMarker)
+}
+
+func dedupContinuationUserMessages(msgs []adk.Message) ([]adk.Message, int) {
+	lastIdx := -1
+	contCount := 0
+	for i, msg := range msgs {
+		if !isContinuationUserMessage(msg) {
+			continue
+		}
+		contCount++
+		lastIdx = i
+	}
+	if contCount <= 1 {
+		return msgs, 0
+	}
+	out := make([]adk.Message, 0, len(msgs)-(contCount-1))
+	dropped := 0
+	for i, msg := range msgs {
+		if isContinuationUserMessage(msg) && i != lastIdx {
+			dropped++
+			continue
+		}
+		out = append(out, msg)
+	}
+	return out, dropped
+}

internal/multiagent/continuation_user_dedup_middleware_test.go

@@ -0,0 +1,65 @@
+package multiagent
+
+import (
+	"context"
+	"strings"
+	"testing"
+
+	"github.com/cloudwego/eino/adk"
+	"github.com/cloudwego/eino/schema"
+)
+
+func continuationUser(text string) adk.Message {
+	return &schema.Message{
+		Role: schema.User,
+		UserInputMultiContent: []schema.MessageInputPart{
+			{Type: schema.ChatMessagePartTypeText, Text: continuationSessionMarker + "\n" + text},
+			{Type: schema.ChatMessagePartTypeText, Text: "Please continue the conversation from where we left it off."},
+		},
+	}
+}
+
+func TestDedupContinuationUserMessages_KeepsLatest(t *testing.T) {
+	msgs := []adk.Message{
+		continuationUser("summary old"),
+		schema.UserMessage("real task"),
+		continuationUser("summary new"),
+	}
+	out, dropped := dedupContinuationUserMessages(msgs)
+	if dropped != 1 {
+		t.Fatalf("dropped=%d want 1", dropped)
+	}
+	if len(out) != 2 {
+		t.Fatalf("len=%d want 2", len(out))
+	}
+	if out[0].Role != schema.User || adkUserMessageText(out[0]) != "real task" {
+		t.Fatalf("first should remain real task, got %q", adkUserMessageText(out[0]))
+	}
+	if !strings.Contains(adkUserMessageText(out[1]), "summary new") {
+		t.Fatalf("latest continuation not kept: %q", adkUserMessageText(out[1]))
+	}
+}
+
+func TestDedupContinuationUserMessages_NoOpSingle(t *testing.T) {
+	msgs := []adk.Message{continuationUser("only"), schema.UserMessage("task")}
+	out, dropped := dedupContinuationUserMessages(msgs)
+	if dropped != 0 || len(out) != 2 {
+		t.Fatalf("unexpected change dropped=%d len=%d", dropped, len(out))
+	}
+}
+
+func TestContinuationUserDedupMiddleware(t *testing.T) {
+	mw := newContinuationUserDedupMiddleware(nil, "test")
+	state := &adk.ChatModelAgentState{Messages: []adk.Message{
+		continuationUser("old"),
+		continuationUser("new"),
+		schema.UserMessage("task"),
+	}}
+	_, out, err := mw.(*continuationUserDedupMiddleware).BeforeModelRewriteState(context.Background(), state, nil)
+	if err != nil {
+		t.Fatal(err)
+	}
+	if len(out.Messages) != 2 {
+		t.Fatalf("want 2 messages after dedup, got %d", len(out.Messages))
+	}
+}

internal/multiagent/eino_adk_run_loop.go

@@ -88,6 +88,7 @@ type einoADKRunLoopArgs struct {
 	// 在完成时写入 MCP 监控；execute 仍由 eino_execute_monitor 记录，此处跳过。
 	FilesystemMonitorAgent  *agent.Agent
 	FilesystemMonitorRecord einomcp.ExecutionRecorder
+	MCPExecutionBinder      *MCPExecutionBinder
 
 	// ToolInvokeNotify 与 einomcp.ToolsFromDefinitions 共享：run loop 在迭代前 Set，MCP 桥 Fire 以补全 tool_result。
 	ToolInvokeNotify *einomcp.ToolInvokeNotifyHolder
@@ -285,53 +286,63 @@ func runEinoADKAgentLoop(ctx context.Context, args *einoADKRunLoopArgs, baseMsgs
 		executeStdoutDupMu.Unlock()
 	}
 
-	var toolResultSent sync.Map // toolCallID -> struct{}；与 ADK Tool 消息去重，避免 bridge 与事件流各推一次
-	if args.ToolInvokeNotify != nil {
-		args.ToolInvokeNotify.Set(func(toolCallID, toolName, einoAgent string, success bool, content string, invokeErr error) {
-			tid := strings.TrimSpace(toolCallID)
-			removePendingByID(tid)
-			if tid == "" || progress == nil {
-				return
+	var toolResultSent sync.Map // toolCallID -> struct{}；ADK Tool 事件去重（权威正文来自 reduction 处理后的 agent 上下文）
+	tryEmitToolResultProgress := func(toolName, content, toolCallID string, isErr bool, agentName string) {
+		if progress == nil {
+			return
+		}
+		toolName = strings.TrimSpace(toolName)
+		if toolName == "" {
+			toolName = "unknown"
+		}
+		preview := content
+		if len(preview) > 200 {
+			preview = preview[:200] + "..."
+		}
+		data := map[string]interface{}{
+			"toolName":       toolName,
+			"success":        !isErr,
+			"isError":        isErr,
+			"result":         content,
+			"resultPreview":  preview,
+			"conversationId": conversationID,
+			"einoAgent":      agentName,
+			"einoRole":       einoRoleTag(agentName),
+			"source":         "eino",
+		}
+		tid := strings.TrimSpace(toolCallID)
+		if tid == "" {
+			if inferred, ok := popNextPendingForAgent(agentName); ok {
+				tid = inferred.ToolCallID
+			} else if inferred, ok := popNextPendingForAgent(orchestratorName); ok {
+				tid = inferred.ToolCallID
+			} else if inferred, ok := popNextPendingForAgent(""); ok {
+				tid = inferred.ToolCallID
+			} else if inferred, ok := popAnyPending(); ok {
+				tid = inferred.ToolCallID
 			}
+		}
+		if tid != "" {
+			removePendingByID(tid)
 			if _, loaded := toolResultSent.LoadOrStore(tid, struct{}{}); loaded {
 				return
 			}
-			isErr := !success || invokeErr != nil
-			body := content
-			if invokeErr != nil {
-				// 保留已流式累计的 stdout（如 execute 超时前的一半输出），避免 tool_result 只剩错误串、模型与 UI 丢失上下文
-				tail := friendlyEinoExecuteInvokeTail(invokeErr)
-				// execute 流式包装可能已把超时句写入 content（供 ADK tool 与流式 delta）；勿重复拼接
-				if tail != "" && strings.Contains(content, tail) {
-					body = content
-				} else if strings.TrimSpace(content) != "" {
-					body = strings.TrimRight(content, "\n") + "\n\n" + tail
-				} else {
-					body = tail
-				}
-				isErr = true
+			data["toolCallId"] = tid
+			toolCallID = tid
+		}
+		recordPendingExecuteStdoutDup(toolName, content, isErr)
+		recordEinoADKFilesystemToolMonitor(args.FilesystemMonitorAgent, args.FilesystemMonitorRecord, toolName, toolCallID, runAccumulatedMsgs, content, isErr)
+		if args.FilesystemMonitorAgent != nil && args.MCPExecutionBinder != nil {
+			if execID := args.MCPExecutionBinder.ExecutionID(toolCallID); execID != "" {
+				args.FilesystemMonitorAgent.UpdateMCPExecutionDisplayResult(execID, content)
 			}
-			recordPendingExecuteStdoutDup(toolName, body, isErr)
-			preview := body
-			if len(preview) > 200 {
-				preview = preview[:200] + "..."
-			}
-			agentTag := strings.TrimSpace(einoAgent)
-			if agentTag == "" {
-				agentTag = orchestratorName
-			}
-			progress("tool_result", fmt.Sprintf("工具结果 (%s)", toolName), map[string]interface{}{
-				"toolName":       toolName,
-				"success":        !isErr,
-				"isError":        isErr,
-				"result":         body,
-				"resultPreview":  preview,
-				"toolCallId":     tid,
-				"conversationId": conversationID,
-				"einoAgent":      agentTag,
-				"einoRole":       einoRoleTag(agentTag),
-				"source":         "eino",
-			})
+		}
+		progress("tool_result", fmt.Sprintf("工具结果 (%s)", toolName), data)
+	}
+	if args.ToolInvokeNotify != nil {
+		args.ToolInvokeNotify.Set(func(toolCallID, toolName, einoAgent string, success bool, content string, invokeErr error) {
+			removePendingByID(strings.TrimSpace(toolCallID))
+			// tool_result 仅由下方 ADK schema.Tool 事件推送，正文与送入模型的上下文一致（含 reduction 截断）。
 		})
 	}
 
@@ -372,6 +383,12 @@ func runEinoADKAgentLoop(ctx context.Context, args *einoADKRunLoopArgs, baseMsgs
 		}
 	}
 	runner := adk.NewRunner(ctx, runnerCfg)
+	startRunnerIter := func(runMsgs []adk.Message) *adk.AsyncIterator[*adk.AgentEvent] {
+		if checkPointID != "" {
+			return runner.Run(ctx, runMsgs, adk.WithCheckPointID(checkPointID))
+		}
+		return runner.Run(ctx, runMsgs)
+	}
 	var iter *adk.AsyncIterator[*adk.AgentEvent]
 	if cpStore != nil && checkPointID != "" {
 		if _, existed, getErr := cpStore.Get(ctx, checkPointID); getErr != nil {
@@ -411,12 +428,9 @@ func runEinoADKAgentLoop(ctx context.Context, args *einoADKRunLoopArgs, baseMsgs
 		}
 	}
 	if iter == nil {
-		if checkPointID != "" {
-			iter = runner.Run(ctx, msgs, adk.WithCheckPointID(checkPointID))
-		} else {
-			iter = runner.Run(ctx, msgs)
-		}
+		iter = startRunnerIter(msgs)
 	}
+	transientRetrier := newEinoTransientRunRetrier(einoTransientRunRetryPolicyFromArgs(args))
 	handleRunErr := func(runErr error) error {
 		if runErr == nil {
 			return nil
@@ -469,26 +483,60 @@ func runEinoADKAgentLoop(ctx context.Context, args *einoADKRunLoopArgs, baseMsgs
 		return runErr
 	}
 
-	// maybeRetryTransientRun：不在此层 runner.Run/Resume；由 handler 落库 + loadHistoryFromAgentTrace 分段续跑（同中断并继续）。
-	maybeRetryTransientRun := func(runErr error) (retry bool, fatal error) {
-		if runErr == nil || !isEinoTransientRunError(runErr) {
+	maybeRetryTransientRun := func(runErr error) (restarted bool, fatal error) {
+		if runErr == nil {
+			return false, nil
+		}
+		if !isEinoTransientRunError(runErr) {
 			return false, handleRunErr(runErr)
 		}
+		restarted, restartMsgs, ctxSource, backoff, retErr := transientRetrier.tryRetry(
+			ctx, runErr, args, baseMsgs, runAccumulatedMsgs, baseAccumulatedCount,
+		)
+		if retErr != nil {
+			flushAllPendingAsFailed(runErr)
+			if logger != nil {
+				logger.Warn("eino transient retry exhausted",
+					zap.Error(retErr),
+					zap.String("orchestration", orchMode),
+					zap.Int("maxAttempts", transientRetrier.maxAttempts()))
+			}
+			return false, retErr
+		}
+		if !restarted {
+			return false, nil
+		}
+		attemptNo := transientRetrier.attempt()
+		maxAttempts := transientRetrier.maxAttempts()
 		if logger != nil {
-			logger.Warn("eino transient error, ending run segment for handler resume",
+			logger.Warn("eino transient error, retrying after backoff",
 				zap.Error(runErr),
-				zap.String("orchestration", orchMode))
+				zap.String("orchestration", orchMode),
+				zap.Int("attempt", attemptNo),
+				zap.Int("maxAttempts", maxAttempts),
+				zap.Duration("backoff", backoff))
 		}
 		if progress != nil {
-			progress("eino_run_retry", "遇到临时错误（限流或网络波动），将保存上下文并重试…", map[string]interface{}{
+			progress("eino_run_retry", fmt.Sprintf("遇到临时错误（限流或网络波动），%d 秒后第 %d/%d 次重试…", int(backoff.Seconds()), attemptNo, maxAttempts), map[string]interface{}{
 				"conversationId": conversationID,
 				"source":         "eino",
 				"orchestration":  orchMode,
 				"error":          runErr.Error(),
-				"resumeKind":     "trace_segment",
+				"attempt":        attemptNo,
+				"maxAttempts":    maxAttempts,
+				"backoffSec":     int(backoff.Seconds()),
+			})
+			progress("eino_run_retry", "已恢复上下文，正在重试…", map[string]interface{}{
+				"conversationId": conversationID,
+				"source":         "eino",
+				"orchestration":  orchMode,
+				"attempt":        attemptNo,
+				"contextSource":  string(ctxSource),
 			})
 		}
-		return false, ErrTransientRetryContinue
+		msgs = restartMsgs
+		iter = startRunnerIter(msgs)
+		return true, nil
 	}
 
 	takePartial := func(runErr error) (*RunResult, error) {
@@ -572,9 +620,15 @@ func runEinoADKAgentLoop(ctx context.Context, args *einoADKRunLoopArgs, baseMsgs
 			continue
 		}
 		if ev.Err != nil {
-			if _, retErr := maybeRetryTransientRun(ev.Err); retErr != nil {
+			restarted, retErr := maybeRetryTransientRun(ev.Err)
+			if retErr != nil {
 				return takePartial(retErr)
 			}
+			if restarted {
+				continue
+			}
+		} else {
+			transientRetrier.reset()
 		}
 		if ev.AgentName != "" && progress != nil {
 			iterEinoAgent := orchestratorName
@@ -619,19 +673,66 @@ func runEinoADKAgentLoop(ctx context.Context, args *einoADKRunLoopArgs, baseMsgs
 					}
 				}
 			}
+			// 仅在代理切换时更新进度标题；同一代理的每个 ADK 事件不再重复刷 progress。
+			if einoLastAgent != ev.AgentName {
+				progress("progress", fmt.Sprintf("[Eino] %s", ev.AgentName), map[string]interface{}{
+					"conversationId": conversationID,
+					"einoAgent":      ev.AgentName,
+					"einoRole":       einoRoleTag(ev.AgentName),
+					"orchestration":  orchMode,
+				})
+			}
 			einoLastAgent = ev.AgentName
-			progress("progress", fmt.Sprintf("[Eino] %s", ev.AgentName), map[string]interface{}{
-				"conversationId": conversationID,
-				"einoAgent":      ev.AgentName,
-				"einoRole":       einoRoleTag(ev.AgentName),
-				"orchestration":  orchMode,
-			})
 		}
 		if ev.Output == nil || ev.Output.MessageOutput == nil {
 			continue
 		}
 		mv := ev.Output.MessageOutput
 
+		if mv.IsStreaming && mv.MessageStream != nil && mv.Role == schema.Tool {
+			toolName := strings.TrimSpace(mv.ToolName)
+			var toolBuf strings.Builder
+			streamToolCallID := ""
+			var toolStreamRecvErr error
+			for {
+				chunk, rerr := mv.MessageStream.Recv()
+				if errors.Is(rerr, io.EOF) {
+					break
+				}
+				if rerr != nil {
+					toolStreamRecvErr = rerr
+					break
+				}
+				if chunk == nil {
+					continue
+				}
+				if chunk.Content != "" {
+					toolBuf.WriteString(chunk.Content)
+				}
+				if tid := strings.TrimSpace(chunk.ToolCallID); tid != "" {
+					streamToolCallID = tid
+				}
+			}
+			content := toolBuf.String()
+			isErr := false
+			if strings.HasPrefix(content, einomcp.ToolErrorPrefix) {
+				isErr = true
+				content = strings.TrimPrefix(content, einomcp.ToolErrorPrefix)
+			}
+			if streamToolCallID != "" {
+				opts := []schema.ToolMessageOption{schema.WithToolName(toolName)}
+				runAccumulatedMsgs = append(runAccumulatedMsgs, schema.ToolMessage(content, streamToolCallID, opts...))
+			}
+			tryEmitToolResultProgress(toolName, content, streamToolCallID, isErr, ev.AgentName)
+			if toolStreamRecvErr != nil && logger != nil {
+				logger.Warn("eino tool result stream recv error",
+					zap.Error(toolStreamRecvErr),
+					zap.String("agent", ev.AgentName),
+					zap.String("tool", toolName))
+			}
+			continue
+		}
+
 		if mv.IsStreaming && mv.MessageStream != nil {
 			mainStreamID := fmt.Sprintf("eino-main-%s-%d", conversationID, atomic.AddInt64(&mainResponseStreamSeq, 1))
 			streamHeaderSent := false
@@ -785,6 +886,16 @@ func runEinoADKAgentLoop(ctx context.Context, args *einoADKRunLoopArgs, baseMsgs
 					}
 				}
 			}
+			if progress != nil && reasoningStreamID != "" && strings.TrimSpace(reasoningBuf) != "" {
+				progress("reasoning_chain_stream_end", openai.DisplayReasoningContent(strings.TrimSpace(reasoningBuf)), map[string]interface{}{
+					"streamId":       reasoningStreamID,
+					"conversationId": conversationID,
+					"source":         "eino",
+					"einoAgent":      ev.AgentName,
+					"einoRole":       einoRoleTag(ev.AgentName),
+					"orchestration":  orchMode,
+				})
+			}
 			if streamsMainAssistant(ev.AgentName) {
 				s := strings.TrimSpace(mainAssistantBuf)
 				if mainAssistDupTarget != "" {
@@ -883,9 +994,13 @@ func runEinoADKAgentLoop(ctx context.Context, args *einoADKRunLoopArgs, baseMsgs
 						"einoRole":       einoRoleTag(ev.AgentName),
 					})
 				}
-				if _, retErr := maybeRetryTransientRun(streamRecvErr); retErr != nil {
+				restarted, retErr := maybeRetryTransientRun(streamRecvErr)
+				if retErr != nil {
 					return takePartial(retErr)
 				}
+				if restarted {
+					continue
+				}
 			}
 			continue
 		}
@@ -963,7 +1078,7 @@ func runEinoADKAgentLoop(ctx context.Context, args *einoADKRunLoopArgs, baseMsgs
 			}
 		}
 
-		if mv.Role == schema.Tool && progress != nil {
+		if (mv.Role == schema.Tool || msg.Role == schema.Tool) && progress != nil {
 			toolName := msg.ToolName
 			if toolName == "" {
 				toolName = mv.ToolName
@@ -976,46 +1091,8 @@ func runEinoADKAgentLoop(ctx context.Context, args *einoADKRunLoopArgs, baseMsgs
 				content = strings.TrimPrefix(content, einomcp.ToolErrorPrefix)
 			}
 
-			preview := content
-			if len(preview) > 200 {
-				preview = preview[:200] + "..."
-			}
-			data := map[string]interface{}{
-				"toolName":       toolName,
-				"success":        !isErr,
-				"isError":        isErr,
-				"result":         content,
-				"resultPreview":  preview,
-				"conversationId": conversationID,
-				"einoAgent":      ev.AgentName,
-				"einoRole":       einoRoleTag(ev.AgentName),
-				"source":         "eino",
-			}
 			toolCallID := strings.TrimSpace(msg.ToolCallID)
-			if toolCallID == "" {
-				if inferred, ok := popNextPendingForAgent(ev.AgentName); ok {
-					toolCallID = inferred.ToolCallID
-				} else if inferred, ok := popNextPendingForAgent(orchestratorName); ok {
-					toolCallID = inferred.ToolCallID
-				} else if inferred, ok := popNextPendingForAgent(""); ok {
-					toolCallID = inferred.ToolCallID
-				} else if inferred, ok := popAnyPending(); ok {
-					toolCallID = inferred.ToolCallID
-				}
-			}
-			if toolCallID != "" {
-				removePendingByID(toolCallID)
-				if _, loaded := toolResultSent.LoadOrStore(toolCallID, struct{}{}); loaded {
-					// ToolInvokeNotify 可能已推过 tool_result（如 execute 流式包装里 Fire 仅携带截断后的 stdout），
-					// 此处仍应用 ADK Tool 消息中的完整内容刷新去重基准，避免模型复述全文时与截断串比对失败而重复展示「助手输出」。
-					recordPendingExecuteStdoutDup(toolName, content, isErr)
-					continue
-				}
-				data["toolCallId"] = toolCallID
-			}
-			recordPendingExecuteStdoutDup(toolName, content, isErr)
-			recordEinoADKFilesystemToolMonitor(args.FilesystemMonitorAgent, args.FilesystemMonitorRecord, toolName, toolCallID, runAccumulatedMsgs, content, isErr)
-			progress("tool_result", fmt.Sprintf("工具结果 (%s)", toolName), data)
+			tryEmitToolResultProgress(toolName, content, toolCallID, isErr, ev.AgentName)
 		}
 	}
 
@@ -1027,32 +1104,9 @@ func runEinoADKAgentLoop(ctx context.Context, args *einoADKRunLoopArgs, baseMsgs
 		orchMode, runAccumulatedMsgs, persistTraceSource(args, runAccumulatedMsgs),
 		lastAssistant, lastPlanExecuteExecutor, emptyHint, ids, false,
 	)
-	if shouldEinoEmptyResponseContinue(out, emptyHint, len(runAccumulatedMsgs), baseAccumulatedCount) {
-		if logger != nil {
-			logger.Info("eino empty response, ending run segment for handler resume",
-				zap.String("conversationId", conversationID),
-				zap.String("orchestration", orchMode),
-				zap.Int("traceMessages", len(runAccumulatedMsgs)))
-		}
-		if progress != nil {
-			progress("eino_empty_response_continue", "会话已结束但未产生助手正文，正在基于轨迹自动续跑…", map[string]interface{}{
-				"conversationId": conversationID,
-				"source":         "eino",
-				"resumeKind":     "trace_segment",
-			})
-		}
-		return out, ErrEmptyResponseContinue
-	}
 	return out, nil
 }
 
-func shouldEinoEmptyResponseContinue(out *RunResult, emptyHint string, accumulatedLen, baseCount int) bool {
-	if out == nil || accumulatedLen <= baseCount {
-		return false
-	}
-	return strings.TrimSpace(out.Response) == strings.TrimSpace(emptyHint)
-}
-
 func persistTraceSource(args *einoADKRunLoopArgs, fallback []adk.Message) []adk.Message {
 	if args != nil && args.ModelFacingTrace != nil {
 		if snap := args.ModelFacingTrace.Snapshot(); len(snap) > 0 {

internal/multiagent/eino_chat_model_tail_middleware.go

@@ -0,0 +1,50 @@
+package multiagent
+
+import (
+	"github.com/cloudwego/eino/adk"
+	"go.uber.org/zap"
+)
+
+// einoChatModelTailConfig configures middleware appended after reduction/skill/plantask
+// and immediately before each ChatModel invocation pipeline completes.
+//
+// Order (best practice):
+//  1. system merge — accurate token count for summarization
+//  2. continuation user dedup — drop stale session-resume injections
+//  3. summarization
+//  4. orphan tool prune
+//  5. telemetry
+//  6. model-facing trace snapshot
+type einoChatModelTailConfig struct {
+	logger           *zap.Logger
+	phase            string
+	summarization    adk.ChatModelAgentMiddleware
+	modelName        string
+	conversationID   string
+	trace            *modelFacingTraceHolder
+	skipOrphanPruner bool
+	skipTelemetry    bool
+	skipTrace        bool
+}
+
+func appendEinoChatModelTailMiddlewares(handlers []adk.ChatModelAgentMiddleware, cfg einoChatModelTailConfig) []adk.ChatModelAgentMiddleware {
+	handlers = append(handlers, newSystemMessageNormalizerMiddleware(cfg.logger, cfg.phase))
+	handlers = append(handlers, newContinuationUserDedupMiddleware(cfg.logger, cfg.phase))
+	if cfg.summarization != nil {
+		handlers = append(handlers, cfg.summarization)
+	}
+	if !cfg.skipOrphanPruner {
+		handlers = append(handlers, newOrphanToolPrunerMiddleware(cfg.logger, cfg.phase))
+	}
+	if !cfg.skipTelemetry {
+		if teleMw := newEinoModelInputTelemetryMiddleware(cfg.logger, cfg.modelName, cfg.conversationID, cfg.phase); teleMw != nil {
+			handlers = append(handlers, teleMw)
+		}
+	}
+	if !cfg.skipTrace && cfg.trace != nil {
+		if capMw := newModelFacingTraceMiddleware(cfg.trace); capMw != nil {
+			handlers = append(handlers, capMw)
+		}
+	}
+	return handlers
+}

internal/multiagent/eino_empty_response_test.go

@@ -1,21 +0,0 @@
-package multiagent
-
-import "testing"
-
-func TestShouldEinoEmptyResponseContinue(t *testing.T) {
-	t.Parallel()
-	hint := "(empty hint)"
-	out := &RunResult{Response: hint}
-	if !shouldEinoEmptyResponseContinue(out, hint, 3, 1) {
-		t.Fatal("expected continue when response is empty hint and trace grew")
-	}
-	if shouldEinoEmptyResponseContinue(out, hint, 1, 1) {
-		t.Fatal("expected no continue when trace did not grow")
-	}
-	if shouldEinoEmptyResponseContinue(&RunResult{Response: "hello"}, hint, 3, 1) {
-		t.Fatal("expected no continue when response has content")
-	}
-	if shouldEinoEmptyResponseContinue(nil, hint, 3, 1) {
-		t.Fatal("expected no continue for nil result")
-	}
-}

internal/multiagent/eino_execute_monitor.go

@@ -9,8 +9,8 @@ import (
 
 // newEinoExecuteMonitorCallback 在 Eino filesystem execute 结束时写入 MCP 监控库并 recorder(executionId)，
 // 与 CallTool 路径一致，供助手消息展示「渗透测试详情」芯片。
-func newEinoExecuteMonitorCallback(ag *agent.Agent, recorder einomcp.ExecutionRecorder) func(command, stdout string, success bool, invokeErr error) {
-	return func(command, stdout string, success bool, invokeErr error) {
+func newEinoExecuteMonitorCallback(ag *agent.Agent, recorder einomcp.ExecutionRecorder) func(toolCallID, command, stdout string, success bool, invokeErr error) {
+	return func(toolCallID, command, stdout string, success bool, invokeErr error) {
 		if ag == nil || recorder == nil {
 			return
 		}
@@ -25,7 +25,7 @@ func newEinoExecuteMonitorCallback(ag *agent.Agent, recorder einomcp.ExecutionRe
 		args := map[string]interface{}{"command": command}
 		id := ag.RecordLocalToolExecution("execute", args, stdout, err)
 		if id != "" {
-			recorder(id)
+			recorder(id, toolCallID)
 		}
 	}
 }

internal/multiagent/eino_execute_streaming_wrap.go

@@ -6,9 +6,11 @@ import (
 	"fmt"
 	"io"
 	"strings"
+	"sync"
 	"time"
 
 	"cyberstrike-ai/internal/einomcp"
+	"cyberstrike-ai/internal/mcp"
 	"cyberstrike-ai/internal/security"
 
 	"github.com/cloudwego/eino/adk/filesystem"
@@ -34,6 +36,15 @@ func einoExecuteTimeoutUserHint() string {
 	return "已超时终止 · Timed out"
 }
 
+// einoExecuteRecvErrIsToolTimeout 判断 Recv 错误是否由 agent.tool_timeout_minutes 触发。
+// WithTimeout 到期后 local 侧常报 canceled / exit -1，但 execCtx.Err() 仍为 DeadlineExceeded。
+func einoExecuteRecvErrIsToolTimeout(rerr error, tctx context.Context) bool {
+	if tctx != nil && errors.Is(tctx.Err(), context.DeadlineExceeded) {
+		return true
+	}
+	return errors.Is(rerr, context.DeadlineExceeded)
+}
+
 // einoStreamingShellWrap 包装 Eino filesystem 使用的 StreamingShell（cloudwego eino-ext local.Local）。
 // 官方 execute 工具默认走 ExecuteStreaming 且不设 RunInBackendGround；末尾带 & 时子进程仍与管道相连，
 // streamStdout 按行读取会在无换行输出时长时间阻塞（与 MCP 工具 exec 的独立实现不同）。
@@ -53,7 +64,7 @@ type einoStreamingShellWrap struct {
 	// toolTimeoutMinutes 与 agent.tool_timeout_minutes 对齐；>0 时对单次 execute 套用 context 超时（与 MCP 工具经 executeToolViaMCP 行为一致）。0 表示仅依赖上层 ctx（如整任务 10h 上限）。
 	toolTimeoutMinutes int
 	// recordMonitor 在 execute 流结束后写入 tool_executions 并 recorder(executionId)，使「渗透测试详情」与常规 MCP 一致。
-	recordMonitor func(command, stdout string, success bool, invokeErr error)
+	recordMonitor func(toolCallID, command, stdout string, success bool, invokeErr error)
 }
 
 func (w *einoStreamingShellWrap) ExecuteStreaming(ctx context.Context, input *filesystem.ExecuteRequest) (*schema.StreamReader[*filesystem.ExecuteResponse], error) {
@@ -71,27 +82,48 @@ func (w *einoStreamingShellWrap) ExecuteStreaming(ctx context.Context, input *fi
 	req.Command = prependPythonUnbufferedEnv(req.Command)
 	tid := strings.TrimSpace(compose.GetToolCallID(ctx))
 	agentTag := strings.TrimSpace(w.einoAgentName)
+	convID := mcp.MCPConversationIDFromContext(ctx)
+	execReg := mcp.EinoExecuteRunRegistryFromContext(ctx)
 
-	execCtx := ctx
-	var execCancel context.CancelFunc
+	execCtx, execCancel := context.WithCancel(ctx)
+	var timeoutCancel context.CancelFunc
 	if w.toolTimeoutMinutes > 0 {
-		execCtx, execCancel = context.WithTimeout(ctx, time.Duration(w.toolTimeoutMinutes)*time.Minute)
+		execCtx, timeoutCancel = context.WithTimeout(execCtx, time.Duration(w.toolTimeoutMinutes)*time.Minute)
+	}
+	if execReg != nil && convID != "" {
+		execReg.RegisterActiveEinoExecute(convID, execCancel)
 	}
 
 	sr, err := w.inner.ExecuteStreaming(execCtx, &req)
 	if err != nil {
+		if timeoutCancel != nil {
+			timeoutCancel()
+		}
 		if execCancel != nil {
 			execCancel()
 		}
+		if einoExecuteRecvErrIsToolTimeout(err, execCtx) {
+			hint := "\n\n" + einoExecuteTimeoutUserHint() + "\n"
+			if w.recordMonitor != nil {
+				w.recordMonitor(tid, userCmd, hint, false, context.DeadlineExceeded)
+			}
+			if w.invokeNotify != nil && tid != "" {
+				w.invokeNotify.Fire(tid, "execute", agentTag, false, hint, context.DeadlineExceeded)
+			}
+			return schema.StreamReaderFromArray([]*filesystem.ExecuteResponse{{Output: hint}}), nil
+		}
 		if w.recordMonitor != nil {
-			w.recordMonitor(userCmd, "", false, err)
+			w.recordMonitor(tid, userCmd, "", false, err)
 		}
 		if w.invokeNotify != nil && tid != "" {
 			w.invokeNotify.Fire(tid, "execute", agentTag, false, "", err)
 		}
 		return nil, err
 	}
-	if sr == nil || w.invokeNotify == nil || tid == "" {
+	if sr == nil || w.invokeNotify == nil {
+		if timeoutCancel != nil {
+			timeoutCancel()
+		}
 		if execCancel != nil {
 			execCancel()
 		}
@@ -100,14 +132,34 @@ func (w *einoStreamingShellWrap) ExecuteStreaming(ctx context.Context, input *fi
 
 	outR, outW := schema.Pipe[*filesystem.ExecuteResponse](32)
 
-	go func(inner *schema.StreamReader[*filesystem.ExecuteResponse], command string, cancel context.CancelFunc, tctx context.Context) {
-		defer inner.Close()
+	go func(inner *schema.StreamReader[*filesystem.ExecuteResponse], command string, cancel context.CancelFunc, timeoutCleanup context.CancelFunc, tctx context.Context, conversationID string, reg mcp.EinoExecuteRunRegistry) {
+		var innerCloseOnce sync.Once
+		closeInner := func() {
+			innerCloseOnce.Do(func() { inner.Close() })
+		}
+		defer closeInner()
+		if timeoutCleanup != nil {
+			defer timeoutCleanup()
+		}
 		if cancel != nil {
 			defer cancel()
 		}
+		if reg != nil && conversationID != "" {
+			defer reg.UnregisterActiveEinoExecute(conversationID)
+		}
+
+		// ctx 取消时关闭内层流，避免 amass 等长时间无换行输出时 Recv 永久阻塞。
+		stopWatch := make(chan struct{})
+		go func() {
+			select {
+			case <-tctx.Done():
+				closeInner()
+			case <-stopWatch:
+			}
+		}()
+		defer close(stopWatch)
 
 		var sb strings.Builder
-		const maxCapture = 16 * 1024
 		success := true
 		var invokeErr error
 		exitCode := 0
@@ -121,6 +173,15 @@ func (w *einoStreamingShellWrap) ExecuteStreaming(ctx context.Context, input *fi
 			if rerr != nil {
 				success = false
 				invokeErr = rerr
+				// 单次 execute 超时须与 MCP 工具一致：写入工具结果尾标、继续迭代，不得向 ADK 流注入硬错误。
+				if einoExecuteRecvErrIsToolTimeout(rerr, tctx) {
+					invokeErr = context.DeadlineExceeded
+					break
+				}
+				if errors.Is(rerr, context.Canceled) || (tctx != nil && errors.Is(tctx.Err(), context.Canceled)) {
+					invokeErr = context.Canceled
+					break
+				}
 				_ = outW.Send(nil, rerr)
 				break
 			}
@@ -130,15 +191,10 @@ func (w *einoStreamingShellWrap) ExecuteStreaming(ctx context.Context, input *fi
 					exitCode = *resp.ExitCode
 				}
 				var appended string
-				if remain := maxCapture - sb.Len(); remain > 0 {
-					out := resp.Output
-					if len(out) > remain {
-						out = out[:remain]
-					}
-					sb.WriteString(out)
-					appended = out
+				if resp.Output != "" {
+					sb.WriteString(resp.Output)
+					appended = resp.Output
 				}
-				// 仅推送写入 sb 的片段，与末尾 Fire/recordMonitor 的截断累计一致，避免最终 tool_result 短于已展示增量。
 				if w.outputChunk != nil && strings.TrimSpace(appended) != "" {
 					w.outputChunk("execute", tid, appended)
 				}
@@ -160,6 +216,21 @@ func (w *einoStreamingShellWrap) ExecuteStreaming(ctx context.Context, input *fi
 			success = false
 			invokeErr = context.DeadlineExceeded
 		}
+		// 用户「中断并继续」终止 execute：合并说明进工具结果（与 MCP CancelToolExecutionWithNote 一致）。
+		partialStreamed := sb.String()
+		var abortNote string
+		if reg != nil && conversationID != "" && (invokeErr != nil || errors.Is(tctx.Err(), context.Canceled)) {
+			if note := reg.TakeEinoExecuteAbortNote(conversationID); note != "" {
+				abortNote = note
+				merged := mcp.MergePartialToolOutputAndAbortNote(partialStreamed, note)
+				sb.Reset()
+				sb.WriteString(merged)
+				if invokeErr == nil {
+					success = false
+					invokeErr = context.Canceled
+				}
+			}
+		}
 		// ADK 从本 Pipe 拼出 tool 消息正文；仅 Notify 尾标不会进入模型上下文。超时句写入流，与 UI 一致。
 		if invokeErr != nil && errors.Is(invokeErr, context.DeadlineExceeded) {
 			hint := "\n\n" + einoExecuteTimeoutUserHint() + "\n"
@@ -167,20 +238,22 @@ func (w *einoStreamingShellWrap) ExecuteStreaming(ctx context.Context, input *fi
 			if w.outputChunk != nil && tid != "" {
 				w.outputChunk("execute", tid, hint)
 			}
-			if remain := maxCapture - sb.Len(); remain > 0 {
-				h := hint
-				if len(h) > remain {
-					h = h[:remain]
-				}
-				sb.WriteString(h)
+			sb.WriteString(hint)
+		}
+		// 中断时循环内已逐行写入 stdout；此处只追加 USER INTERRUPT NOTE，避免整段输出重复。
+		if invokeErr != nil && errors.Is(invokeErr, context.Canceled) && abortNote != "" {
+			if partialStreamed != "" {
+				_ = outW.Send(&filesystem.ExecuteResponse{Output: "\n\n" + mcp.AbortNoteBannerForModel + "\n" + abortNote}, nil)
+			} else if text := strings.TrimSpace(sb.String()); text != "" {
+				_ = outW.Send(&filesystem.ExecuteResponse{Output: text + "\n"}, nil)
 			}
 		}
 		if w.recordMonitor != nil {
-			w.recordMonitor(command, sb.String(), success, invokeErr)
+			w.recordMonitor(tid, command, sb.String(), success, invokeErr)
 		}
 		w.invokeNotify.Fire(tid, "execute", agentTag, success, sb.String(), invokeErr)
 		outW.Close()
-	}(sr, userCmd, execCancel, execCtx)
+	}(sr, userCmd, execCancel, timeoutCancel, execCtx, convID, execReg)
 
 	return outR, nil
 }

internal/multiagent/eino_execute_streaming_wrap_test.go

@@ -0,0 +1,227 @@
+package multiagent
+
+import (
+	"context"
+	"errors"
+	"io"
+	"strings"
+	"testing"
+	"time"
+
+	"cyberstrike-ai/internal/einomcp"
+	"cyberstrike-ai/internal/mcp"
+
+	"github.com/cloudwego/eino/adk/filesystem"
+	"github.com/cloudwego/eino/schema"
+)
+
+type mockStreamingShell struct {
+	immediateErr error
+	recvErr      error
+	output       string
+}
+
+func (m *mockStreamingShell) ExecuteStreaming(ctx context.Context, input *filesystem.ExecuteRequest) (*schema.StreamReader[*filesystem.ExecuteResponse], error) {
+	if m.immediateErr != nil {
+		return nil, m.immediateErr
+	}
+	outR, outW := schema.Pipe[*filesystem.ExecuteResponse](4)
+	go func() {
+		defer outW.Close()
+		if strings.TrimSpace(m.output) != "" {
+			_ = outW.Send(&filesystem.ExecuteResponse{Output: m.output}, nil)
+		}
+		if m.recvErr != nil {
+			_ = outW.Send(nil, m.recvErr)
+		}
+	}()
+	return outR, nil
+}
+
+func TestEinoExecuteRecvErrIsToolTimeout(t *testing.T) {
+	tctx, cancel := context.WithTimeout(context.Background(), time.Millisecond)
+	defer cancel()
+	time.Sleep(2 * time.Millisecond)
+	<-tctx.Done()
+
+	if !einoExecuteRecvErrIsToolTimeout(context.Canceled, tctx) {
+		t.Fatal("expected canceled recv with deadline exec ctx to count as tool timeout")
+	}
+	if !einoExecuteRecvErrIsToolTimeout(context.DeadlineExceeded, nil) {
+		t.Fatal("expected DeadlineExceeded recv without tctx")
+	}
+	if einoExecuteRecvErrIsToolTimeout(errors.New("exit status 1"), context.Background()) {
+		t.Fatal("unexpected timeout for generic error")
+	}
+}
+
+func TestEinoStreamingShellWrap_ToolTimeoutImmediateErrIsSoft(t *testing.T) {
+	inner := &mockStreamingShell{immediateErr: context.DeadlineExceeded}
+	wrap := &einoStreamingShellWrap{
+		inner:              inner,
+		toolTimeoutMinutes: 60,
+	}
+	sr, err := wrap.ExecuteStreaming(context.Background(), &filesystem.ExecuteRequest{Command: "true"})
+	if err != nil {
+		t.Fatalf("immediate tool timeout must return soft stream, got err: %v", err)
+	}
+	defer sr.Close()
+
+	var got strings.Builder
+	for {
+		resp, rerr := sr.Recv()
+		if errors.Is(rerr, io.EOF) {
+			break
+		}
+		if rerr != nil {
+			t.Fatalf("outer stream must not hard-fail, got: %v", rerr)
+		}
+		if resp != nil && resp.Output != "" {
+			got.WriteString(resp.Output)
+		}
+	}
+	if !strings.Contains(got.String(), einoExecuteTimeoutUserHint()) {
+		t.Fatalf("expected timeout hint, got: %q", got.String())
+	}
+}
+
+func TestEinoStreamingShellWrap_ToolTimeoutRecvErrIsSoft(t *testing.T) {
+	inner := &mockStreamingShell{recvErr: context.DeadlineExceeded}
+	notify := einomcp.NewToolInvokeNotifyHolder()
+	wrap := &einoStreamingShellWrap{
+		inner:              inner,
+		invokeNotify:       notify,
+		toolTimeoutMinutes: 60,
+	}
+	// 生产路径由 Eino compose 注入 toolCallID；单测通过已过期 execCtx 识别 tool_timeout 软错误。
+	tctx, cancel := context.WithTimeout(context.Background(), time.Millisecond)
+	defer cancel()
+	time.Sleep(2 * time.Millisecond)
+	<-tctx.Done()
+
+	sr, err := wrap.ExecuteStreaming(tctx, &filesystem.ExecuteRequest{Command: "sleep 999"})
+	if err != nil {
+		t.Fatalf("ExecuteStreaming: %v", err)
+	}
+	defer sr.Close()
+
+	var got strings.Builder
+	for {
+		resp, rerr := sr.Recv()
+		if errors.Is(rerr, io.EOF) {
+			break
+		}
+		if rerr != nil {
+			t.Fatalf("outer stream must not hard-fail on tool timeout, got: %v", rerr)
+		}
+		if resp != nil && resp.Output != "" {
+			got.WriteString(resp.Output)
+		}
+	}
+	if !strings.Contains(got.String(), einoExecuteTimeoutUserHint()) {
+		t.Fatalf("expected timeout hint in stream, got: %q", got.String())
+	}
+}
+
+func TestEinoStreamingShellWrap_CapturesOutputWithToolTimeout(t *testing.T) {
+	inner := &mockStreamingShell{output: "100\n"}
+	notify := einomcp.NewToolInvokeNotifyHolder()
+	var firedContent string
+	notify.Set(func(toolCallID, toolName, einoAgent string, success bool, content string, invokeErr error) {
+		firedContent = content
+	})
+	wrap := &einoStreamingShellWrap{
+		inner:              inner,
+		invokeNotify:       notify,
+		toolTimeoutMinutes: 60,
+	}
+	sr, err := wrap.ExecuteStreaming(context.Background(), &filesystem.ExecuteRequest{Command: "echo 100"})
+	if err != nil {
+		t.Fatalf("ExecuteStreaming: %v", err)
+	}
+	defer sr.Close()
+
+	var got strings.Builder
+	for {
+		resp, rerr := sr.Recv()
+		if errors.Is(rerr, io.EOF) {
+			break
+		}
+		if rerr != nil {
+			t.Fatalf("unexpected stream error: %v", rerr)
+		}
+		if resp != nil && resp.Output != "" {
+			got.WriteString(resp.Output)
+		}
+	}
+	if !strings.Contains(got.String(), "100") {
+		t.Fatalf("stream output = %q, want contains 100", got.String())
+	}
+	if !strings.Contains(firedContent, "100") {
+		t.Fatalf("notify content = %q, want contains 100", firedContent)
+	}
+}
+
+func TestEinoStreamingShellWrap_AbortNoteDoesNotDuplicateStreamedOutput(t *testing.T) {
+	inner := &mockStreamingShell{output: "line1\nline2\n", recvErr: context.Canceled}
+	notify := einomcp.NewToolInvokeNotifyHolder()
+	wrap := &einoStreamingShellWrap{
+		inner:        inner,
+		invokeNotify: notify,
+	}
+	reg := &abortNoteTestRegistry{note: "改成20次"}
+	ctx := mcp.WithEinoExecuteRunRegistry(
+		mcp.WithMCPConversationID(context.Background(), "conv-abort-dup"),
+		reg,
+	)
+	sr, err := wrap.ExecuteStreaming(ctx, &filesystem.ExecuteRequest{Command: "ping -c 10 baidu.com"})
+	if err != nil {
+		t.Fatalf("ExecuteStreaming: %v", err)
+	}
+	defer sr.Close()
+
+	var got strings.Builder
+	for {
+		resp, rerr := sr.Recv()
+		if errors.Is(rerr, io.EOF) {
+			break
+		}
+		if rerr != nil {
+			t.Fatalf("unexpected stream error: %v", rerr)
+		}
+		if resp != nil && resp.Output != "" {
+			got.WriteString(resp.Output)
+		}
+	}
+	out := got.String()
+	if strings.Count(out, "line1") != 1 || strings.Count(out, "line2") != 1 {
+		t.Fatalf("stream duplicated stdout: %q", out)
+	}
+	if !strings.Contains(out, "改成20次") {
+		t.Fatalf("stream missing abort note: %q", out)
+	}
+}
+
+type abortNoteTestRegistry struct {
+	note string
+}
+
+func (r *abortNoteTestRegistry) RegisterActiveEinoExecute(string, context.CancelFunc) {}
+func (r *abortNoteTestRegistry) UnregisterActiveEinoExecute(string)                   {}
+func (r *abortNoteTestRegistry) AbortActiveEinoExecute(string, string) bool           { return false }
+func (r *abortNoteTestRegistry) TakeEinoExecuteAbortNote(string) string               { return r.note }
+
+func TestEinoStreamingShellWrap_NonTimeoutRecvErrStillHard(t *testing.T) {
+	inner := &mockStreamingShell{recvErr: errors.New("broken pipe")}
+	wrap := &einoStreamingShellWrap{inner: inner}
+	sr, err := wrap.ExecuteStreaming(context.Background(), &filesystem.ExecuteRequest{Command: "true"})
+	if err != nil {
+		t.Fatalf("ExecuteStreaming: %v", err)
+	}
+	defer sr.Close()
+
+	_, rerr := sr.Recv()
+	if rerr == nil || errors.Is(rerr, io.EOF) {
+		t.Fatal("expected hard stream error for non-timeout failure")
+	}
+}

internal/multiagent/eino_filesystem_tool_monitor.go

@@ -96,6 +96,6 @@ func recordEinoADKFilesystemToolMonitor(
 	}
 	id := ag.RecordLocalToolExecution(storedName, args, resultText, invErr)
 	if id != "" {
-		rec(id)
+		rec(id, toolCallID)
 	}
 }

internal/multiagent/eino_middleware.go

@@ -103,14 +103,26 @@ func mergeAlwaysVisibleToolNames(configured []string) []string {
 	return merged
 }
 
-func buildReductionMiddleware(ctx context.Context, mw config.MultiAgentEinoMiddlewareConfig, convID string, loc *localbk.Local, logger *zap.Logger) (adk.ChatModelAgentMiddleware, error) {
+func reductionCacheRootDir(configuredBase, projectID, conversationID string) string {
+	base := strings.TrimSpace(configuredBase)
+	if base == "" {
+		base = filepath.Join("tmp", "reduction")
+	}
+	if pid := strings.TrimSpace(projectID); pid != "" {
+		return filepath.Join(base, "projects", sanitizeEinoPathSegment(pid))
+	}
+	conv := strings.TrimSpace(conversationID)
+	if conv == "" {
+		conv = "default"
+	}
+	return filepath.Join(base, "conversations", sanitizeEinoPathSegment(conv))
+}
+
+func buildReductionMiddleware(ctx context.Context, mw config.MultiAgentEinoMiddlewareConfig, projectID, convID string, loc *localbk.Local, logger *zap.Logger) (adk.ChatModelAgentMiddleware, error) {
 	if loc == nil {
 		return nil, fmt.Errorf("reduction: local backend nil")
 	}
-	root := strings.TrimSpace(mw.ReductionRootDir)
-	if root == "" {
-		root = filepath.Join(os.TempDir(), "cyberstrike-reduction", sanitizeEinoPathSegment(convID))
-	}
+	root := reductionCacheRootDir(mw.ReductionRootDir, projectID, convID)
 	if err := os.MkdirAll(root, 0o755); err != nil {
 		return nil, fmt.Errorf("reduction root: %w", err)
 	}
@@ -148,6 +160,7 @@ func prependEinoMiddlewares(
 	einoLoc *localbk.Local,
 	skillsRoot string,
 	conversationID string,
+	projectID string,
 	logger *zap.Logger,
 ) (outTools []tool.BaseTool, extraHandlers []adk.ChatModelAgentMiddleware, toolSearchActive bool, err error) {
 	if mw == nil {
@@ -167,7 +180,7 @@ func prependEinoMiddlewares(
 		if place == einoMWSub && !mw.ReductionSubAgents {
 			// skip
 		} else {
-			redMW, rerr := buildReductionMiddleware(ctx, *mw, conversationID, einoLoc, logger)
+			redMW, rerr := buildReductionMiddleware(ctx, *mw, projectID, conversationID, einoLoc, logger)
 			if rerr != nil {
 				return nil, nil, false, rerr
 			}
@@ -230,17 +243,14 @@ func prependEinoMiddlewares(
 	return outTools, extraHandlers, toolSearchActive, nil
 }
 
-func deepExtrasFromConfig(ma *config.MultiAgentConfig) (outputKey string, retry *adk.ModelRetryConfig, taskDesc func(context.Context, []adk.Agent) (string, error)) {
+func deepExtrasFromConfig(ma *config.MultiAgentConfig) (outputKey string, taskDesc func(context.Context, []adk.Agent) (string, error)) {
 	if ma == nil {
-		return "", nil, nil
+		return "", nil
 	}
 	mw := ma.EinoMiddleware
 	if k := strings.TrimSpace(mw.DeepOutputKey); k != "" {
 		outputKey = k
 	}
-	if mw.DeepModelRetryMaxRetries > 0 {
-		retry = &adk.ModelRetryConfig{MaxRetries: mw.DeepModelRetryMaxRetries}
-	}
 	prefix := strings.TrimSpace(mw.TaskToolDescriptionPrefix)
 	if prefix != "" {
 		taskDesc = func(ctx context.Context, agents []adk.Agent) (string, error) {
@@ -261,5 +271,5 @@ func deepExtrasFromConfig(ma *config.MultiAgentConfig) (outputKey string, retry
 			return prefix + "\n可用子代理（按名称 transfer / task 调用）：" + strings.Join(names, "、"), nil
 		}
 	}
-	return outputKey, retry, taskDesc
+	return outputKey, taskDesc
 }

internal/multiagent/eino_middleware_test.go

@@ -3,12 +3,31 @@ package multiagent
 import (
 	"context"
 	"fmt"
+	"path/filepath"
+	"strings"
 	"testing"
 
 	"github.com/cloudwego/eino/components/tool"
 	"github.com/cloudwego/eino/schema"
 )
 
+func TestReductionCacheRootDir(t *testing.T) {
+	got := reductionCacheRootDir("", "proj-1", "conv-1")
+	want := filepath.Join("tmp", "reduction", "projects", "proj-1")
+	if got != want {
+		t.Fatalf("project scope: got %q want %q", got, want)
+	}
+	got = reductionCacheRootDir("", "", "conv-abc")
+	want = filepath.Join("tmp", "reduction", "conversations", "conv-abc")
+	if got != want {
+		t.Fatalf("conversation scope: got %q want %q", got, want)
+	}
+	custom := reductionCacheRootDir("/data/cache", "p1", "c1")
+	if !strings.HasSuffix(custom, filepath.Join("projects", "p1")) {
+		t.Fatalf("custom base should still scope by project, got %q", custom)
+	}
+}
+
 type stubTool struct{ name string }
 
 func (s stubTool) Info(_ context.Context) (*schema.ToolInfo, error) {

internal/multiagent/eino_orchestration.go

@@ -7,6 +7,7 @@ import (
 
 	"cyberstrike-ai/internal/agent"
 	"cyberstrike-ai/internal/config"
+	"cyberstrike-ai/internal/database"
 
 	"github.com/cloudwego/eino-ext/components/model/openai"
 	"github.com/cloudwego/eino/adk"
@@ -29,7 +30,9 @@ type PlanExecuteRootArgs struct {
 	MwCfg  *config.MultiAgentEinoMiddlewareConfig
 	// ConversationID is used for transcript/isolation paths in middleware.
 	ConversationID string
-	Logger *zap.Logger
+	DB             *database.DB
+	ProjectID      string
+	Logger         *zap.Logger
 	// ModelName is used for model input token estimation logs.
 	ModelName string
 	// ExecPreMiddlewares 是由 prependEinoMiddlewares 构建的前置中间件（patchtoolcalls, reduction, toolsearch, plantask），
@@ -91,24 +94,20 @@ func NewPlanExecuteRoot(ctx context.Context, a *PlanExecuteRootArgs) (adk.Resuma
 	if a.SkillMiddleware != nil {
 		execHandlers = append(execHandlers, a.SkillMiddleware)
 	}
-	// 4. summarization（最后，与 Deep/Supervisor 一致）
+	// 4. pre-summarization normalize + continuation dedup, then summarization (与 Deep/Supervisor 一致)
 	if a.AppCfg != nil {
-		sumMw, sumErr := newEinoSummarizationMiddleware(ctx, a.ExecModel, a.AppCfg, a.MwCfg, a.ConversationID, a.Logger)
+		sumMw, sumErr := newEinoSummarizationMiddleware(ctx, a.ExecModel, a.AppCfg, a.MwCfg, a.ConversationID, a.DB, a.ProjectID, a.Logger)
 		if sumErr != nil {
 			return nil, fmt.Errorf("plan_execute executor summarization: %w", sumErr)
 		}
-		execHandlers = append(execHandlers, sumMw)
-	}
-	// 5. 孤儿 tool 消息兜底：必须挂在所有改写历史中间件（summarization/reduction/skill）之后、
-	//    telemetry 之前，保证送入 ChatModel 的消息序列 tool_call ↔ tool_result 配对完整。
-	execHandlers = append(execHandlers, newOrphanToolPrunerMiddleware(a.Logger, "plan_execute_executor"))
-	if teleMw := newEinoModelInputTelemetryMiddleware(a.Logger, a.ModelName, a.ConversationID, "plan_execute_executor"); teleMw != nil {
-		execHandlers = append(execHandlers, teleMw)
-	}
-	if a.ModelFacingTrace != nil {
-		if capMw := newModelFacingTraceMiddleware(a.ModelFacingTrace); capMw != nil {
-			execHandlers = append(execHandlers, capMw)
-		}
+		execHandlers = appendEinoChatModelTailMiddlewares(execHandlers, einoChatModelTailConfig{
+			logger:         a.Logger,
+			phase:          "plan_execute_executor",
+			summarization:  sumMw,
+			modelName:      a.ModelName,
+			conversationID: a.ConversationID,
+			trace:          a.ModelFacingTrace,
+		})
 	}
 	executor, err := newPlanExecuteExecutor(ctx, &planexecute.ExecutorConfig{
 		Model:         a.ExecModel,

internal/multiagent/eino_single_runner.go

@@ -11,6 +11,7 @@ import (
 
 	"cyberstrike-ai/internal/agent"
 	"cyberstrike-ai/internal/config"
+	"cyberstrike-ai/internal/database"
 	"cyberstrike-ai/internal/einomcp"
 	"cyberstrike-ai/internal/openai"
 	"cyberstrike-ai/internal/project"
@@ -32,8 +33,10 @@ func RunEinoSingleChatModelAgent(
 	appCfg *config.Config,
 	ma *config.MultiAgentConfig,
 	ag *agent.Agent,
+	db *database.DB,
 	logger *zap.Logger,
 	conversationID string,
+	projectID string,
 	userMessage string,
 	history []agent.ChatMessage,
 	roleTools []string,
@@ -58,10 +61,12 @@ func RunEinoSingleChatModelAgent(
 
 	var mcpIDsMu sync.Mutex
 	var mcpIDs []string
-	recorder := func(id string) {
+	mcpExecBinder := NewMCPExecutionBinder()
+	recorder := func(id, toolCallID string) {
 		if id == "" {
 			return
 		}
+		mcpExecBinder.Bind(toolCallID, id)
 		mcpIDsMu.Lock()
 		mcpIDs = append(mcpIDs, id)
 		mcpIDsMu.Unlock()
@@ -75,29 +80,15 @@ func RunEinoSingleChatModelAgent(
 		return out
 	}
 
-	toolOutputChunk := func(toolName, toolCallID, chunk string) {
-		if progress == nil || toolCallID == "" {
-			return
-		}
-		progress("tool_result_delta", chunk, map[string]interface{}{
-			"toolName":   toolName,
-			"toolCallId": toolCallID,
-			"index":      0,
-			"total":      0,
-			"iteration":  0,
-			"source":     "eino",
-		})
-	}
-
 	toolInvokeNotify := einomcp.NewToolInvokeNotifyHolder()
 	einoExecMonitor := newEinoExecuteMonitorCallback(ag, recorder)
 	mainDefs := ag.ToolsForRole(roleTools)
-	mainTools, err := einomcp.ToolsFromDefinitions(ag, holder, mainDefs, recorder, toolOutputChunk, toolInvokeNotify, einoSingleAgentName)
+	mainTools, err := einomcp.ToolsFromDefinitions(ag, holder, mainDefs, recorder, nil, toolInvokeNotify, einoSingleAgentName)
 	if err != nil {
 		return nil, err
 	}
 
-	mainToolsForCfg, mainOrchestratorPre, singleToolSearchActive, err := prependEinoMiddlewares(ctx, &ma.EinoMiddleware, einoMWMain, mainTools, einoLoc, skillsRoot, conversationID, logger)
+	mainToolsForCfg, mainOrchestratorPre, singleToolSearchActive, err := prependEinoMiddlewares(ctx, &ma.EinoMiddleware, einoMWMain, mainTools, einoLoc, skillsRoot, conversationID, projectID, logger)
 	if err != nil {
 		return nil, fmt.Errorf("eino single eino 中间件: %w", err)
 	}
@@ -132,7 +123,7 @@ func RunEinoSingleChatModelAgent(
 		return nil, fmt.Errorf("eino single 模型: %w", err)
 	}
 
-	mainSumMw, err := newEinoSummarizationMiddleware(ctx, mainModel, appCfg, &ma.EinoMiddleware, conversationID, logger)
+	mainSumMw, err := newEinoSummarizationMiddleware(ctx, mainModel, appCfg, &ma.EinoMiddleware, conversationID, db, projectID, logger)
 	if err != nil {
 		return nil, fmt.Errorf("eino single summarization: %w", err)
 	}
@@ -145,7 +136,7 @@ func RunEinoSingleChatModelAgent(
 	}
 	if einoSkillMW != nil {
 		if einoFSTools && einoLoc != nil {
-			fsMw, fsErr := subAgentFilesystemMiddleware(ctx, einoLoc, toolInvokeNotify, einoSingleAgentName, einoExecMonitor, agentToolTimeoutMinutes(appCfg), toolOutputChunk)
+			fsMw, fsErr := subAgentFilesystemMiddleware(ctx, einoLoc, toolInvokeNotify, einoSingleAgentName, einoExecMonitor, agentToolTimeoutMinutes(appCfg), nil)
 			if fsErr != nil {
 				return nil, fmt.Errorf("eino single filesystem 中间件: %w", fsErr)
 			}
@@ -153,13 +144,14 @@ func RunEinoSingleChatModelAgent(
 		}
 		handlers = append(handlers, einoSkillMW)
 	}
-	handlers = append(handlers, mainSumMw)
-	if teleMw := newEinoModelInputTelemetryMiddleware(logger, appCfg.OpenAI.Model, conversationID, "eino_single"); teleMw != nil {
-		handlers = append(handlers, teleMw)
-	}
-	if capMw := newModelFacingTraceMiddleware(modelFacingTrace); capMw != nil {
-		handlers = append(handlers, capMw)
-	}
+	handlers = appendEinoChatModelTailMiddlewares(handlers, einoChatModelTailConfig{
+		logger:         logger,
+		phase:          "eino_single",
+		summarization:  mainSumMw,
+		modelName:      appCfg.OpenAI.Model,
+		conversationID: conversationID,
+		trace:          modelFacingTrace,
+	})
 
 	maxIter := agentMaxIterations(appCfg)
 
@@ -197,13 +189,10 @@ func RunEinoSingleChatModelAgent(
 		MaxIterations: maxIter,
 		Handlers:      handlers,
 	}
-	outKey, modelRetry, _ := deepExtrasFromConfig(ma)
+	outKey, _ := deepExtrasFromConfig(ma)
 	if outKey != "" {
 		chatCfg.OutputKey = outKey
 	}
-	if modelRetry != nil {
-		chatCfg.ModelRetryConfig = modelRetry
-	}
 
 	chatAgent, err := adk.NewChatModelAgent(ctx, chatCfg)
 	if err != nil {
@@ -237,6 +226,7 @@ func RunEinoSingleChatModelAgent(
 		McpIDs:                  &mcpIDs,
 		FilesystemMonitorAgent:  ag,
 		FilesystemMonitorRecord: recorder,
+		MCPExecutionBinder:      mcpExecBinder,
 		ToolInvokeNotify:        toolInvokeNotify,
 		DA:                      chatAgent,
 		ModelFacingTrace:        modelFacingTrace,

internal/multiagent/eino_skills.go

@@ -81,7 +81,7 @@ func subAgentFilesystemMiddleware(
 	loc *localbk.Local,
 	invokeNotify *einomcp.ToolInvokeNotifyHolder,
 	einoAgentName string,
-	recordMonitor func(command, stdout string, success bool, invokeErr error),
+	recordMonitor func(toolCallID, command, stdout string, success bool, invokeErr error),
 	toolTimeoutMinutes int,
 	outputChunk func(toolName, toolCallID, chunk string),
 ) (adk.ChatModelAgentMiddleware, error) {

internal/multiagent/eino_summarize.go

@@ -9,7 +9,9 @@ import (
 
 	"cyberstrike-ai/internal/agent"
 	"cyberstrike-ai/internal/config"
+	"cyberstrike-ai/internal/database"
 	copenai "cyberstrike-ai/internal/openai"
+	"cyberstrike-ai/internal/project"
 
 	"github.com/bytedance/sonic"
 	"github.com/cloudwego/eino/adk"
@@ -20,8 +22,6 @@ import (
 	"go.uber.org/zap"
 )
 
-const defaultSummarizationRetryMax = 3
-
 // einoSummarizeUserInstruction：压缩历史时保留渗透测试关键信息。
 const einoSummarizeUserInstruction = `在保持所有关键安全测试信息完整的前提下压缩对话历史。
 
@@ -40,6 +40,8 @@ func newEinoSummarizationMiddleware(
 	appCfg *config.Config,
 	mwCfg *config.MultiAgentEinoMiddlewareConfig,
 	conversationID string,
+	db *database.DB,
+	projectID string,
 	logger *zap.Logger,
 ) (adk.ChatModelAgentMiddleware, error) {
 	if summaryModel == nil || appCfg == nil {
@@ -93,10 +95,8 @@ func newEinoSummarizationMiddleware(
 		}
 	}
 
-	retryMax := defaultSummarizationRetryMax
-	if mwCfg != nil && mwCfg.SummarizationRetryMaxAttempts > 0 {
-		retryMax = mwCfg.SummarizationRetryMaxAttempts
-	}
+	retryPolicy := einoTransientRunRetryPolicyFromMW(mwCfg)
+	retryMax := retryPolicy.maxAttempts
 
 	// ModelOptions apply only to summarization Generate (same ChatModel instance as the agent).
 	// Strip thinking/reasoning on this call path; mark requests for empty-choices diagnostics.
@@ -133,17 +133,25 @@ func newEinoSummarizationMiddleware(
 		Retry: &summarization.RetryConfig{
 			MaxRetries: &retryMax,
 			ShouldRetry: func(_ context.Context, _ adk.Message, err error) bool {
-				if err != nil && logger != nil {
-					logger.Warn("eino summarization generate attempt failed, will retry if attempts remain",
+				retry := isEinoTransientRunError(err)
+				if retry && logger != nil {
+					logger.Warn("eino summarization generate transient error, will retry if attempts remain",
 						zap.Error(err),
 						zap.Int("max_retries", retryMax),
 					)
 				}
-				return err != nil
+				return retry
 			},
 		},
 		Finalize: func(ctx context.Context, originalMessages []adk.Message, summary adk.Message) ([]adk.Message, error) {
-			return summarizeFinalizeWithRecentAssistantToolTrail(ctx, originalMessages, summary, tokenCounter, recentTrailMax)
+			out, ferr := summarizeFinalizeWithRecentAssistantToolTrail(ctx, originalMessages, summary, tokenCounter, recentTrailMax)
+			if ferr != nil {
+				return nil, ferr
+			}
+			if appCfg != nil {
+				out = refreshFactIndexInMessages(out, db, projectID, appCfg.Project, logger)
+			}
+			return out, nil
 		},
 		Callback: func(ctx context.Context, before, after adk.ChatModelAgentState) error {
 			if transcriptPath != "" && len(before.Messages) > 0 {
@@ -176,6 +184,50 @@ func newEinoSummarizationMiddleware(
 	return mw, nil
 }
 
+// refreshFactIndexInMessages 在 summarization 压缩后，用 DB 最新索引替换 system 中已有的项目黑板索引段。
+func refreshFactIndexInMessages(msgs []adk.Message, db *database.DB, projectID string, cfg config.ProjectConfig, logger *zap.Logger) []adk.Message {
+	if db == nil || !cfg.Enabled {
+		return msgs
+	}
+	projectID = strings.TrimSpace(projectID)
+	if projectID == "" {
+		return msgs
+	}
+	freshIndex, err := project.BuildFactIndexBlock(db, projectID, cfg)
+	if err != nil {
+		if logger != nil {
+			logger.Warn("summarization: 刷新项目黑板索引失败", zap.String("projectId", projectID), zap.Error(err))
+		}
+		return msgs
+	}
+	freshIndex = strings.TrimSpace(freshIndex)
+	if freshIndex == "" {
+		return msgs
+	}
+
+	changed := false
+	out := make([]adk.Message, len(msgs))
+	for i, msg := range msgs {
+		if msg == nil || msg.Role != schema.System {
+			out[i] = msg
+			continue
+		}
+		newContent, ok := project.ReplaceFactIndexSection(msg.Content, freshIndex)
+		if !ok {
+			out[i] = msg
+			continue
+		}
+		cloned := *msg
+		cloned.Content = newContent
+		out[i] = &cloned
+		changed = true
+	}
+	if changed && logger != nil {
+		logger.Info("summarization: 已刷新项目黑板索引", zap.String("projectId", projectID))
+	}
+	return out
+}
+
 // summarizeFinalizeWithRecentAssistantToolTrail 在摘要消息后保留最近 assistant/tool 轨迹，避免压缩后执行链断裂。
 //
 // 关键不变量：tool_call ↔ tool_result 的 pair 必须整体保留或整体丢弃。
@@ -205,17 +257,19 @@ func summarizeFinalizeWithRecentAssistantToolTrail(
 		nonSystem = append(nonSystem, msg)
 	}
 
+	mergedSystem := mergeCollectedSystemMessages(systemMsgs)
+
 	if recentTrailTokenBudget <= 0 || len(nonSystem) == 0 {
-		out := make([]adk.Message, 0, len(systemMsgs)+1)
-		out = append(out, systemMsgs...)
+		out := make([]adk.Message, 0, len(mergedSystem)+1)
+		out = append(out, mergedSystem...)
 		out = append(out, summary)
 		return out, nil
 	}
 
 	rounds := splitMessagesIntoRounds(nonSystem)
 	if len(rounds) == 0 {
-		out := make([]adk.Message, 0, len(systemMsgs)+1)
-		out = append(out, systemMsgs...)
+		out := make([]adk.Message, 0, len(mergedSystem)+1)
+		out = append(out, mergedSystem...)
 		out = append(out, summary)
 		return out, nil
 	}
@@ -267,8 +321,8 @@ func summarizeFinalizeWithRecentAssistantToolTrail(
 		selectedMsgs = append(selectedMsgs, selectedRoundsReverse[i].messages...)
 	}
 
-	out := make([]adk.Message, 0, len(systemMsgs)+1+len(selectedMsgs))
-	out = append(out, systemMsgs...)
+	out := make([]adk.Message, 0, len(mergedSystem)+1+len(selectedMsgs))
+	out = append(out, mergedSystem...)
 	out = append(out, summary)
 	out = append(out, selectedMsgs...)
 	return out, nil

internal/multiagent/eino_summarize_test.go

@@ -7,9 +7,14 @@ import (
 	"strings"
 	"testing"
 
+	"cyberstrike-ai/internal/config"
+	"cyberstrike-ai/internal/database"
+	"cyberstrike-ai/internal/project"
+
 	"github.com/cloudwego/eino/adk"
 	"github.com/cloudwego/eino/adk/middlewares/summarization"
 	"github.com/cloudwego/eino/schema"
+	"go.uber.org/zap"
 )
 
 // fixedTokenCounter 让 tool 消息按 tokensPerToolMessage 计，其它消息按 1 计。
@@ -187,8 +192,8 @@ func TestSummarizeFinalize_KeepsToolRoundIntact(t *testing.T) {
 	if len(out) < 2 {
 		t.Fatalf("output too short: %d", len(out))
 	}
-	if out[0] != sys {
-		t.Fatalf("first message must be system")
+	if out[0].Role != schema.System || out[0].Content != "sys" {
+		t.Fatalf("first message must be system sys, got %s: %q", out[0].Role, out[0].Content)
 	}
 	if out[1] != summary {
 		t.Fatalf("second message must be summary")
@@ -288,12 +293,12 @@ func TestSummarizeFinalize_BudgetZeroFallsBackToSummaryOnly(t *testing.T) {
 	if err != nil {
 		t.Fatalf("unexpected error: %v", err)
 	}
-	if len(out) != 2 || out[0] != sys || out[1] != summary {
+	if len(out) != 2 || out[0].Role != schema.System || out[0].Content != "sys" || out[1] != summary {
 		t.Fatalf("budget=0 must yield [system, summary] only, got %+v", out)
 	}
 }
 
-func TestSummarizeFinalize_PreservesAllSystemMessages(t *testing.T) {
+func TestSummarizeFinalize_MergesSystemMessages(t *testing.T) {
 	sys1 := schema.SystemMessage("sys1")
 	sys2 := schema.SystemMessage("sys2")
 	summary := schema.AssistantMessage("s", nil)
@@ -316,10 +321,13 @@ func TestSummarizeFinalize_PreservesAllSystemMessages(t *testing.T) {
 	for _, m := range out {
 		if m != nil && m.Role == schema.System {
 			systemCount++
+			if got := m.Content; got != "sys1\n\nsys2" {
+				t.Fatalf("unexpected merged system content: %q", got)
+			}
 		}
 	}
-	if systemCount != 2 {
-		t.Fatalf("want 2 system messages retained, got %d", systemCount)
+	if systemCount != 1 {
+		t.Fatalf("want 1 merged system message, got %d", systemCount)
 	}
 }
 
@@ -373,6 +381,12 @@ func TestWriteSummarizationTranscript(t *testing.T) {
 	if !strings.Contains(text, "tool_calls:") || !strings.Contains(text, "nmap output") {
 		t.Fatalf("missing tool round: %q", text)
 	}
+	if !strings.Contains(text, `"name":"stub_tool"`) || !strings.Contains(text, `"arguments":"{}"`) {
+		t.Fatalf("missing tool name/arguments: %q", text)
+	}
+	if strings.Contains(text, "tool_call_id") || strings.Contains(text, `"id":"tc1"`) {
+		t.Fatalf("transcript should omit tool_call_id: %q", text)
+	}
 }
 
 func TestSanitizeSystemContentForTranscript_BestPractice(t *testing.T) {
@@ -389,9 +403,11 @@ func TestSanitizeSystemContentForTranscript_BestPractice(t *testing.T) {
 		"你是CyberStrikeAI，是一个专业的网络安全渗透测试专家。",
 		"高强度扫描要求：全力出击",
 		"",
+		project.FactIndexSectionStartMarker,
 		"## 项目黑板索引（project: 123, id: abc）",
 		"（暂无事实）",
 		"需要写入请使用 upsert_project_fact。",
+		project.FactIndexSectionEndMarker,
 		"",
 		"# Skills System",
 		"**How to Use Skills**",
@@ -419,7 +435,7 @@ func TestSanitizeSystemContentForTranscript_BestPractice(t *testing.T) {
 func TestFormatSummarizationTranscript_OmitsBloatedSystem(t *testing.T) {
 	t.Parallel()
 	msgs := []adk.Message{
-		schema.SystemMessage("以下是当前会话绑定的工具名称索引\n- nmap\n\n你是CyberStrikeAI\n## 项目黑板索引（project: p1, id: x）\n（暂无事实）\n# Skills System\nboiler"),
+		schema.SystemMessage("以下是当前会话绑定的工具名称索引\n- nmap\n\n你是CyberStrikeAI\n" + project.FactIndexSectionStartMarker + "\n## 项目黑板索引（project: p1, id: x）\n（暂无事实）\n" + project.FactIndexSectionEndMarker + "\n# Skills System\nboiler"),
 		schema.UserMessage("hello"),
 		schema.AssistantMessage("reply", nil),
 	}
@@ -434,3 +450,51 @@ func TestFormatSummarizationTranscript_OmitsBloatedSystem(t *testing.T) {
 		t.Fatalf("dynamic blackboard missing: %q", out)
 	}
 }
+
+func TestRefreshFactIndexInMessages(t *testing.T) {
+	t.Parallel()
+	dbPath := filepath.Join(t.TempDir(), "summarize-facts.db")
+	db, err := database.NewDB(dbPath, zap.NewNop())
+	if err != nil {
+		t.Fatal(err)
+	}
+	defer db.Close()
+
+	proj, err := db.CreateProject(&database.Project{Name: "summarize-proj"})
+	if err != nil {
+		t.Fatal(err)
+	}
+
+	cfg := config.ProjectConfig{Enabled: true}
+	oldIndex, err := project.BuildFactIndexBlock(db, proj.ID, cfg)
+	if err != nil {
+		t.Fatal(err)
+	}
+
+	_, err = db.UpsertProjectFact(&database.ProjectFact{
+		ProjectID: proj.ID,
+		FactKey:   "target/host",
+		Category:  "target",
+		Summary:   "fresh host fact",
+	})
+	if err != nil {
+		t.Fatal(err)
+	}
+
+	msgs := []adk.Message{
+		schema.SystemMessage("instruction\n\n" + oldIndex),
+		schema.UserMessage("hi"),
+	}
+
+	out := refreshFactIndexInMessages(msgs, db, proj.ID, cfg, nil)
+	sys := out[0].Content
+	if strings.Contains(sys, "（暂无事实）") {
+		t.Fatalf("expected refreshed index, got: %q", sys)
+	}
+	if !strings.Contains(sys, "fresh host fact") {
+		t.Fatalf("expected new fact in index: %q", sys)
+	}
+	if !strings.Contains(sys, "instruction") {
+		t.Fatalf("non-index system content should be preserved: %q", sys)
+	}
+}

internal/multiagent/eino_summarize_transcript.go

@@ -6,6 +6,8 @@ import (
 	"github.com/cloudwego/eino/adk"
 	"github.com/cloudwego/eino/schema"
 
+	"cyberstrike-ai/internal/project"
+
 	"github.com/bytedance/sonic"
 )
 
@@ -19,9 +21,13 @@ const (
 	transcriptToolIndexStartMarker   = "以下是当前会话绑定的工具名称索引"
 	transcriptPersonaStartMarker     = "你是CyberStrikeAI"
 	transcriptSkillsSystemMarker     = "# Skills System"
-	transcriptProjectBlackboardMarker  = "## 项目黑板索引"
 )
 
+type transcriptToolCall struct {
+	Name      string `json:"name"`
+	Arguments string `json:"arguments"`
+}
+
 // formatSummarizationTranscript renders pre-compaction messages for transcript.txt.
 // Best practice: keep full user/assistant/tool turns; slim system to dynamic blocks only.
 func formatSummarizationTranscript(msgs []adk.Message) string {
@@ -88,11 +94,17 @@ func stripSkillsSystemBoilerplate(s string) string {
 }
 
 func extractProjectBlackboardSection(s string) string {
-	idx := strings.Index(s, transcriptProjectBlackboardMarker)
-	if idx < 0 {
+	start := strings.Index(s, project.FactIndexSectionStartMarker)
+	if start < 0 {
 		return ""
 	}
-	return strings.TrimSpace(s[idx:])
+	section := s[start:]
+	end := strings.Index(section, project.FactIndexSectionEndMarker)
+	if end < 0 {
+		return ""
+	}
+	section = section[:end+len(project.FactIndexSectionEndMarker)]
+	return strings.TrimSpace(section)
 }
 
 func appendTranscriptSection(sb *strings.Builder, role schema.RoleType, body string) {
@@ -131,15 +143,21 @@ func appendTranscriptMessage(sb *strings.Builder, msg adk.Message) {
 		}
 	}
 	if len(msg.ToolCalls) > 0 {
-		if b, err := sonic.Marshal(msg.ToolCalls); err == nil {
+		if b, err := sonic.Marshal(formatTranscriptToolCalls(msg.ToolCalls)); err == nil {
 			sb.WriteString("tool_calls: ")
 			sb.Write(b)
 			sb.WriteByte('\n')
 		}
 	}
-	if msg.ToolCallID != "" {
-		sb.WriteString("tool_call_id: ")
-		sb.WriteString(msg.ToolCallID)
-		sb.WriteByte('\n')
-	}
+}
+
+func formatTranscriptToolCalls(calls []schema.ToolCall) []transcriptToolCall {
+	out := make([]transcriptToolCall, 0, len(calls))
+	for _, tc := range calls {
+		out = append(out, transcriptToolCall{
+			Name:      tc.Function.Name,
+			Arguments: tc.Function.Arguments,
+		})
+	}
+	return out
 }

internal/multiagent/eino_transient_retry.go

@@ -3,6 +3,7 @@ package multiagent
 import (
 	"context"
 	"errors"
+	"fmt"
 	"strings"
 	"time"
 
@@ -17,8 +18,9 @@ const (
 	defaultEinoRunRetryMaxBackoff  = 30 * time.Second
 )
 
-// isEinoTransientRunError 判断 ADK 运行期错误是否适合指数退避续跑（429、5xx、网络抖动等）。
-// 用户取消、超时、迭代上限等由 run loop 单独处理，不在此列。
+// isEinoTransientRunError 是 Eino 运行期「可退避重试 vs 直接失败」的唯一判据。
+// 429/5xx/网络抖动等返回 true；用户取消、超时、迭代上限、鉴权失败等返回 false。
+// 其它模块（run loop、summarization 等）只调用本函数，不在别处维护平行规则。
 func isEinoTransientRunError(err error) bool {
 	if err == nil {
 		return false
@@ -60,6 +62,7 @@ func isEinoTransientRunError(err error) bool {
 		"dial tcp",
 		"tls handshake timeout",
 		"stream error",
+		"goaway", // http2: server sent GOAWAY and closed the connection
 		"unexpected eof",
 		`": eof`, // net/http: Post "url": EOF (often wraps io.EOF)
 		"unexpected end of json",
@@ -78,6 +81,71 @@ func isEinoTransientRunError(err error) bool {
 	return false
 }
 
+type einoTransientRunRetryPolicy struct {
+	maxAttempts int
+	maxBackoff  time.Duration
+}
+
+func einoTransientRunRetryPolicyFromArgs(args *einoADKRunLoopArgs) einoTransientRunRetryPolicy {
+	return einoTransientRunRetryPolicy{
+		maxAttempts: einoRunRetryMaxAttempts(args),
+		maxBackoff:  einoRunRetryMaxBackoff(args),
+	}
+}
+
+func einoTransientRunRetryPolicyFromMW(mw *config.MultiAgentEinoMiddlewareConfig) einoTransientRunRetryPolicy {
+	maxBackoff := defaultEinoRunRetryMaxBackoff
+	if mw != nil && mw.RunRetryMaxBackoffSec > 0 {
+		maxBackoff = time.Duration(mw.RunRetryMaxBackoffSec) * time.Second
+	}
+	return einoTransientRunRetryPolicy{
+		maxAttempts: RunRetryMaxAttemptsFromConfig(mw),
+		maxBackoff:  maxBackoff,
+	}
+}
+
+// einoTransientRunRetrier 在 run loop 内对临时错误做指数退避并重启 Runner（唯一重试执行层）。
+type einoTransientRunRetrier struct {
+	policy   einoTransientRunRetryPolicy
+	attempts int
+}
+
+func newEinoTransientRunRetrier(policy einoTransientRunRetryPolicy) *einoTransientRunRetrier {
+	return &einoTransientRunRetrier{policy: policy}
+}
+
+// tryRetry 对临时错误退避后返回重启消息；次数用尽返回 exhausted 错误。
+func (r *einoTransientRunRetrier) tryRetry(
+	ctx context.Context,
+	runErr error,
+	args *einoADKRunLoopArgs,
+	baseMsgs, accumulated []adk.Message,
+	baseCount int,
+) (restarted bool, restartMsgs []adk.Message, ctxSource einoRunRestartContextSource, backoff time.Duration, fatal error) {
+	if runErr == nil || !isEinoTransientRunError(runErr) {
+		return false, nil, "", 0, runErr
+	}
+	r.attempts++
+	if r.attempts > r.policy.maxAttempts {
+		return false, nil, "", 0, fmt.Errorf("transient retry exhausted after %d attempts: %w", r.policy.maxAttempts, runErr)
+	}
+	backoff = einoTransientRetryBackoff(r.attempts-1, r.policy.maxBackoff)
+	select {
+	case <-ctx.Done():
+		return false, nil, "", 0, ctx.Err()
+	case <-time.After(backoff):
+	}
+	restartMsgs, ctxSource = einoMessagesForRunRestart(args, baseMsgs, accumulated, baseCount)
+	return true, restartMsgs, ctxSource, backoff, nil
+}
+
+func (r *einoTransientRunRetrier) attempt() int { return r.attempts }
+
+func (r *einoTransientRunRetrier) maxAttempts() int { return r.policy.maxAttempts }
+
+// reset 在一次成功推进后清零重试计数，使后续临时错误从第 1 次退避重新开始。
+func (r *einoTransientRunRetrier) reset() { r.attempts = 0 }
+
 func einoRunRetryMaxAttempts(args *einoADKRunLoopArgs) int {
 	if args != nil && args.RunRetryMaxAttempts > 0 {
 		return args.RunRetryMaxAttempts
@@ -85,7 +153,7 @@ func einoRunRetryMaxAttempts(args *einoADKRunLoopArgs) int {
 	return defaultEinoRunRetryMaxAttempts
 }
 
-// RunRetryMaxAttemptsFromConfig 供 handler 分段续跑计数（与 eino_middleware.run_retry_max_attempts 一致）。
+// RunRetryMaxAttemptsFromConfig 与 eino_middleware.run_retry_max_attempts 一致。
 func RunRetryMaxAttemptsFromConfig(mw *config.MultiAgentEinoMiddlewareConfig) int {
 	if mw != nil && mw.RunRetryMaxAttempts > 0 {
 		return mw.RunRetryMaxAttempts
@@ -93,15 +161,6 @@ func RunRetryMaxAttemptsFromConfig(mw *config.MultiAgentEinoMiddlewareConfig) in
 	return defaultEinoRunRetryMaxAttempts
 }
 
-// TransientRetryBackoff 供 handler 在分段续跑前退避。
-func TransientRetryBackoff(attempt int, maxBackoffSec int) time.Duration {
-	max := defaultEinoRunRetryMaxBackoff
-	if maxBackoffSec > 0 {
-		max = time.Duration(maxBackoffSec) * time.Second
-	}
-	return einoTransientRetryBackoff(attempt, max)
-}
-
 func einoRunRetryMaxBackoff(args *einoADKRunLoopArgs) time.Duration {
 	if args != nil && args.RunRetryMaxBackoffSec > 0 {
 		return time.Duration(args.RunRetryMaxBackoffSec) * time.Second
@@ -122,10 +181,11 @@ const (
 // 1) ModelFacingTrace（与模型实际入参一致） 2) 事件流累积的 runAccumulatedMsgs 3) 初始 msgs。
 func einoMessagesForRunRestart(args *einoADKRunLoopArgs, baseMsgs, accumulated []adk.Message, baseCount int) ([]adk.Message, einoRunRestartContextSource) {
 	if trace := persistTraceSource(args, nil); len(trace) > 0 {
-		return append([]adk.Message(nil), trace...), einoRestartContextModelTrace
+		// modelFacingTrace includes prior Instruction system message(s); genModelInput will prepend again.
+		return stripADKSystemMessages(trace), einoRestartContextModelTrace
 	}
 	if len(accumulated) > baseCount {
-		return append([]adk.Message(nil), accumulated...), einoRestartContextAccumulated
+		return stripADKSystemMessages(accumulated), einoRestartContextAccumulated
 	}
 	return append([]adk.Message(nil), baseMsgs...), einoRestartContextInitial
 }

internal/multiagent/eino_transient_retry_test.go

@@ -27,6 +27,7 @@ func TestIsEinoTransientRunError(t *testing.T) {
 		{"429", errors.New("HTTP 429 Too Many Requests"), true},
 		{"rate limit", errors.New(`{"error":"rate limit exceeded"}`), true},
 		{"connection reset", errors.New("read tcp: connection reset by peer"), true},
+		{"http2 goaway", errors.New("failed to receive stream chunk: error, http2: server sent GOAWAY and closed the connection; LastStreamID=791, ErrCode=NO_ERROR"), true},
 		{"unexpected eof", errors.New("unexpected EOF"), true},
 		{"503", errors.New("upstream returned 503"), true},
 		{"iteration limit", errors.New("max iteration reached"), false},
@@ -90,6 +91,20 @@ func TestEinoRunRetryMaxAttemptsFromArgs(t *testing.T) {
 	}
 }
 
+func TestEinoTransientRunRetrierReset(t *testing.T) {
+	t.Parallel()
+	r := newEinoTransientRunRetrier(einoTransientRunRetryPolicy{maxAttempts: 10, maxBackoff: 30 * time.Second})
+	r.attempts = 3
+	r.reset()
+	if r.attempt() != 0 {
+		t.Fatalf("after reset: attempt=%d, want 0", r.attempt())
+	}
+	// 重置后下一次退避应从 2s 起算（attempt index 0）。
+	if got := einoTransientRetryBackoff(r.attempt(), r.policy.maxBackoff); got != 2*time.Second {
+		t.Fatalf("backoff after reset: got %v, want 2s", got)
+	}
+}
+
 func TestAppendUserMessageIfNeeded(t *testing.T) {
 	t.Parallel()
 	msgs := []adk.Message{schema.UserMessage("old task")}
@@ -102,10 +117,3 @@ func TestAppendUserMessageIfNeeded(t *testing.T) {
 		t.Fatalf("should not duplicate user message: len=%d", len(dup))
 	}
 }
-
-func TestErrTransientRetryContinue(t *testing.T) {
-	t.Parallel()
-	if !errors.Is(ErrTransientRetryContinue, ErrTransientRetryContinue) {
-		t.Fatal("sentinel should match")
-	}
-}

internal/multiagent/interrupt.go

@@ -5,11 +5,3 @@ import "errors"
 // ErrInterruptContinue 作为 context.CancelCause 使用：用户选择「中断并继续」且当前无进行中的 MCP 工具时，
 // 取消当前推理/流式输出，并在同一会话任务内携带用户补充说明自动续跑下一轮（类似 Hermes 式人机回合）。
 var ErrInterruptContinue = errors.New("agent interrupt: continue with user-supplied context")
-
-// ErrTransientRetryContinue 表示 Run 因 429/网络等临时错误结束，应由 handler 落库轨迹后
-// loadHistoryFromAgentTrace 再开下一轮 Run（与 ErrInterruptContinue 同级的「分段续跑」语义）。
-var ErrTransientRetryContinue = errors.New("agent transient: retry after persisting trace")
-
-// ErrEmptyResponseContinue 表示 Eino ADK 会话正常结束但未捕获到助手正文，应由 handler 落库轨迹后
-// loadHistoryFromAgentTrace 再开下一轮 Run（与 ErrInterruptContinue / ErrTransientRetryContinue 同级）。
-var ErrEmptyResponseContinue = errors.New("agent empty response: continue after persisting trace")

internal/multiagent/mcp_execution_binder.go

@@ -0,0 +1,31 @@
+package multiagent
+
+import "strings"
+
+// MCPExecutionBinder maps ADK toolCallID → MCP monitor execution ID for a single agent run.
+type MCPExecutionBinder struct {
+	byToolCall map[string]string
+}
+
+func NewMCPExecutionBinder() *MCPExecutionBinder {
+	return &MCPExecutionBinder{byToolCall: make(map[string]string)}
+}
+
+func (b *MCPExecutionBinder) Bind(toolCallID, executionID string) {
+	if b == nil {
+		return
+	}
+	tid := strings.TrimSpace(toolCallID)
+	eid := strings.TrimSpace(executionID)
+	if tid == "" || eid == "" {
+		return
+	}
+	b.byToolCall[tid] = eid
+}
+
+func (b *MCPExecutionBinder) ExecutionID(toolCallID string) string {
+	if b == nil {
+		return ""
+	}
+	return b.byToolCall[strings.TrimSpace(toolCallID)]
+}

internal/multiagent/mcp_execution_binder_test.go

@@ -0,0 +1,14 @@
+package multiagent
+
+import "testing"
+
+func TestMCPExecutionBinder(t *testing.T) {
+	b := NewMCPExecutionBinder()
+	b.Bind("call-1", "exec-1")
+	if got := b.ExecutionID("call-1"); got != "exec-1" {
+		t.Fatalf("expected exec-1, got %q", got)
+	}
+	if got := b.ExecutionID("missing"); got != "" {
+		t.Fatalf("expected empty, got %q", got)
+	}
+}

internal/multiagent/orphan_tool_pruner_middleware.go

@@ -27,7 +27,7 @@ import (
 //     本中间件与之互补，专职兜底正向孤儿。
 //   - 仅剔除消息，不向历史里注入虚构 assistant(tc)：虚构 tool_calls 反而会误导模型后续推理。
 //     摘要已覆盖被裁剪段的语义，丢一条原始 tool 结果对对话连贯性影响最小。
-//   - 位置建议：挂在所有可能改写历史的中间件（summarization / reduction / skill / plantask /
+//   - 位置建议：挂在 summarization / reduction / skill / plantask / system 合并 / 续聊 dedup 之后，
 //     tool_search）之后，靠近 ChatModel 调用的那一端。
 type orphanToolPrunerMiddleware struct {
 	adk.BaseChatModelAgentMiddleware

internal/multiagent/runner.go

@@ -15,6 +15,7 @@ import (
 	"cyberstrike-ai/internal/agent"
 	"cyberstrike-ai/internal/agents"
 	"cyberstrike-ai/internal/config"
+	"cyberstrike-ai/internal/database"
 	"cyberstrike-ai/internal/einomcp"
 	"cyberstrike-ai/internal/openai"
 	"cyberstrike-ai/internal/project"
@@ -56,8 +57,10 @@ func RunDeepAgent(
 	appCfg *config.Config,
 	ma *config.MultiAgentConfig,
 	ag *agent.Agent,
+	db *database.DB,
 	logger *zap.Logger,
 	conversationID string,
+	projectID string,
 	userMessage string,
 	history []agent.ChatMessage,
 	roleTools []string,
@@ -107,10 +110,12 @@ func RunDeepAgent(
 
 	var mcpIDsMu sync.Mutex
 	var mcpIDs []string
-	recorder := func(id string) {
+	mcpExecBinder := NewMCPExecutionBinder()
+	recorder := func(id, toolCallID string) {
 		if id == "" {
 			return
 		}
+		mcpExecBinder.Bind(toolCallID, id)
 		mcpIDsMu.Lock()
 		mcpIDs = append(mcpIDs, id)
 		mcpIDsMu.Unlock()
@@ -128,21 +133,6 @@ func RunDeepAgent(
 
 	toolInvokeNotify := einomcp.NewToolInvokeNotifyHolder()
 	mainDefs := ag.ToolsForRole(roleTools)
-	toolOutputChunk := func(toolName, toolCallID, chunk string) {
-		// When toolCallId is missing, frontend ignores tool_result_delta.
-		if progress == nil || toolCallID == "" {
-			return
-		}
-		progress("tool_result_delta", chunk, map[string]interface{}{
-			"toolName":   toolName,
-			"toolCallId": toolCallID,
-			// index/total/iteration are optional for UI; we don't know them in this bridge.
-			"index":     0,
-			"total":     0,
-			"iteration": 0,
-			"source":    "eino",
-		})
-	}
 
 	httpClient := &http.Client{
 		Timeout: 30 * time.Minute,
@@ -210,19 +200,19 @@ func RunDeepAgent(
 			}
 
 			subDefs := ag.ToolsForRole(roleTools)
-			subTools, err := einomcp.ToolsFromDefinitions(ag, holder, subDefs, recorder, toolOutputChunk, toolInvokeNotify, id)
+			subTools, err := einomcp.ToolsFromDefinitions(ag, holder, subDefs, recorder, nil, toolInvokeNotify, id)
 			if err != nil {
 				return nil, fmt.Errorf("子代理 %q 工具: %w", id, err)
 			}
 
-			subToolsForCfg, subPre, subToolSearchActive, err := prependEinoMiddlewares(ctx, &ma.EinoMiddleware, einoMWSub, subTools, einoLoc, skillsRoot, conversationID, logger)
+			subToolsForCfg, subPre, subToolSearchActive, err := prependEinoMiddlewares(ctx, &ma.EinoMiddleware, einoMWSub, subTools, einoLoc, skillsRoot, conversationID, projectID, logger)
 			if err != nil {
 				return nil, fmt.Errorf("子代理 %q eino 中间件: %w", id, err)
 			}
 
 			subMax := resolveMaxIterations(appCfg, sub.MaxIterations)
 
-			subSumMw, err := newEinoSummarizationMiddleware(ctx, subModel, appCfg, &ma.EinoMiddleware, conversationID, logger)
+			subSumMw, err := newEinoSummarizationMiddleware(ctx, subModel, appCfg, &ma.EinoMiddleware, conversationID, db, projectID, logger)
 			if err != nil {
 				return nil, fmt.Errorf("子代理 %q summarization 中间件: %w", id, err)
 			}
@@ -233,7 +223,7 @@ func RunDeepAgent(
 			}
 			if einoSkillMW != nil {
 				if einoFSTools && einoLoc != nil {
-					subFs, fsErr := subAgentFilesystemMiddleware(ctx, einoLoc, toolInvokeNotify, id, einoExecMonitor, agentToolTimeoutMinutes(appCfg), toolOutputChunk)
+					subFs, fsErr := subAgentFilesystemMiddleware(ctx, einoLoc, toolInvokeNotify, id, einoExecMonitor, agentToolTimeoutMinutes(appCfg), nil)
 					if fsErr != nil {
 						return nil, fmt.Errorf("子代理 %q filesystem 中间件: %w", id, fsErr)
 					}
@@ -241,13 +231,13 @@ func RunDeepAgent(
 				}
 				subHandlers = append(subHandlers, einoSkillMW)
 			}
-			subHandlers = append(subHandlers, subSumMw)
-			// 孤儿 tool 消息兜底：放在 summarization 之后，telemetry 之前，
-			// 以便 telemetry 记录的 token 数与 LLM 实际入参一致。
-			subHandlers = append(subHandlers, newOrphanToolPrunerMiddleware(logger, "sub_agent:"+id))
-			if teleMw := newEinoModelInputTelemetryMiddleware(logger, appCfg.OpenAI.Model, conversationID, "sub_agent"); teleMw != nil {
-				subHandlers = append(subHandlers, teleMw)
-			}
+			subHandlers = appendEinoChatModelTailMiddlewares(subHandlers, einoChatModelTailConfig{
+				logger:         logger,
+				phase:          "sub_agent:" + id,
+				summarization:  subSumMw,
+				modelName:      appCfg.OpenAI.Model,
+				conversationID: conversationID,
+			})
 
 			subInstrFinal := project.AppendVisionImageAnalysisIfReady(instr, appCfg.Vision.Ready())
 			subInstrFinal = injectToolNamesOnlyInstruction(ctx, subInstrFinal, subTools, subToolSearchActive)
@@ -293,7 +283,7 @@ func RunDeepAgent(
 		return nil, fmt.Errorf("多代理主模型: %w", err)
 	}
 
-	mainSumMw, err := newEinoSummarizationMiddleware(ctx, mainModel, appCfg, &ma.EinoMiddleware, conversationID, logger)
+	mainSumMw, err := newEinoSummarizationMiddleware(ctx, mainModel, appCfg, &ma.EinoMiddleware, conversationID, db, projectID, logger)
 	if err != nil {
 		return nil, fmt.Errorf("多代理主 summarization 中间件: %w", err)
 	}
@@ -320,11 +310,11 @@ func RunDeepAgent(
 		}
 	}
 
-	mainTools, err := einomcp.ToolsFromDefinitions(ag, holder, mainDefs, recorder, toolOutputChunk, toolInvokeNotify, orchestratorName)
+	mainTools, err := einomcp.ToolsFromDefinitions(ag, holder, mainDefs, recorder, nil, toolInvokeNotify, orchestratorName)
 	if err != nil {
 		return nil, err
 	}
-	mainToolsForCfg, mainOrchestratorPre, mainToolSearchActive, err := prependEinoMiddlewares(ctx, &ma.EinoMiddleware, einoMWMain, mainTools, einoLoc, skillsRoot, conversationID, logger)
+	mainToolsForCfg, mainOrchestratorPre, mainToolSearchActive, err := prependEinoMiddlewares(ctx, &ma.EinoMiddleware, einoMWMain, mainTools, einoLoc, skillsRoot, conversationID, projectID, logger)
 	if err != nil {
 		return nil, err
 	}
@@ -371,7 +361,7 @@ func RunDeepAgent(
 			inner:              einoLoc,
 			invokeNotify:       toolInvokeNotify,
 			einoAgentName:      orchestratorName,
-			outputChunk:        toolOutputChunk,
+			outputChunk:        nil,
 			recordMonitor:      einoExecMonitor,
 			toolTimeoutMinutes: agentToolTimeoutMinutes(appCfg),
 		}
@@ -389,14 +379,14 @@ func RunDeepAgent(
 	if einoSkillMW != nil {
 		deepHandlers = append(deepHandlers, einoSkillMW)
 	}
-	deepHandlers = append(deepHandlers, mainSumMw)
-	deepHandlers = append(deepHandlers, newOrphanToolPrunerMiddleware(logger, "deep_orchestrator"))
-	if teleMw := newEinoModelInputTelemetryMiddleware(logger, appCfg.OpenAI.Model, conversationID, "deep_orchestrator"); teleMw != nil {
-		deepHandlers = append(deepHandlers, teleMw)
-	}
-	if capMw := newModelFacingTraceMiddleware(modelFacingTrace); capMw != nil {
-		deepHandlers = append(deepHandlers, capMw)
-	}
+	deepHandlers = appendEinoChatModelTailMiddlewares(deepHandlers, einoChatModelTailConfig{
+		logger:         logger,
+		phase:          "deep_orchestrator",
+		summarization:  mainSumMw,
+		modelName:      appCfg.OpenAI.Model,
+		conversationID: conversationID,
+		trace:          modelFacingTrace,
+	})
 
 	supHandlers := []adk.ChatModelAgentMiddleware{}
 	if len(mainOrchestratorPre) > 0 {
@@ -405,14 +395,14 @@ func RunDeepAgent(
 	if einoSkillMW != nil {
 		supHandlers = append(supHandlers, einoSkillMW)
 	}
-	supHandlers = append(supHandlers, mainSumMw)
-	supHandlers = append(supHandlers, newOrphanToolPrunerMiddleware(logger, "supervisor_orchestrator"))
-	if teleMw := newEinoModelInputTelemetryMiddleware(logger, appCfg.OpenAI.Model, conversationID, "supervisor_orchestrator"); teleMw != nil {
-		supHandlers = append(supHandlers, teleMw)
-	}
-	if capMw := newModelFacingTraceMiddleware(modelFacingTrace); capMw != nil {
-		supHandlers = append(supHandlers, capMw)
-	}
+	supHandlers = appendEinoChatModelTailMiddlewares(supHandlers, einoChatModelTailConfig{
+		logger:         logger,
+		phase:          "supervisor_orchestrator",
+		summarization:  mainSumMw,
+		modelName:      appCfg.OpenAI.Model,
+		conversationID: conversationID,
+		trace:          modelFacingTrace,
+	})
 
 	mainToolsCfg := adk.ToolsConfig{
 		ToolsNodeConfig: compose.ToolsNodeConfig{
@@ -426,7 +416,7 @@ func RunDeepAgent(
 		EmitInternalEvents: true,
 	}
 
-	deepOutKey, modelRetry, taskGen := deepExtrasFromConfig(ma)
+	deepOutKey, taskGen := deepExtrasFromConfig(ma)
 
 	var da adk.Agent
 	switch orchMode {
@@ -438,7 +428,7 @@ func RunDeepAgent(
 		// 构建 filesystem 中间件（与 Deep sub-agent 一致）
 		var peFsMw adk.ChatModelAgentMiddleware
 		if einoSkillMW != nil && einoFSTools && einoLoc != nil {
-			peFsMw, err = subAgentFilesystemMiddleware(ctx, einoLoc, toolInvokeNotify, "executor", einoExecMonitor, agentToolTimeoutMinutes(appCfg), toolOutputChunk)
+			peFsMw, err = subAgentFilesystemMiddleware(ctx, einoLoc, toolInvokeNotify, "executor", einoExecMonitor, agentToolTimeoutMinutes(appCfg), nil)
 			if err != nil {
 				return nil, fmt.Errorf("plan_execute filesystem 中间件: %w", err)
 			}
@@ -453,18 +443,22 @@ func RunDeepAgent(
 			AppCfg:               appCfg,
 			MwCfg:                &ma.EinoMiddleware,
 			ConversationID:       conversationID,
+			DB:                   db,
+			ProjectID:            projectID,
 			Logger:               logger,
 			ModelName:            appCfg.OpenAI.Model,
 			ExecPreMiddlewares:   mainOrchestratorPre,
 			SkillMiddleware:      einoSkillMW,
 			FilesystemMiddleware: peFsMw,
 			ModelFacingTrace:     modelFacingTrace,
-			PlannerReplannerRewriteHandlers: []adk.ChatModelAgentMiddleware{
-				mainSumMw,
-				// 孤儿 tool 消息兜底：必须挂在 summarization 之后、telemetry 之前。
-				newOrphanToolPrunerMiddleware(logger, "plan_execute_planner_replanner"),
-				newEinoModelInputTelemetryMiddleware(logger, appCfg.OpenAI.Model, conversationID, "plan_execute_planner_replanner_rewrite"),
-			},
+			PlannerReplannerRewriteHandlers: appendEinoChatModelTailMiddlewares(nil, einoChatModelTailConfig{
+				logger:         logger,
+				phase:          "plan_execute_planner_replanner",
+				summarization:  mainSumMw,
+				modelName:      appCfg.OpenAI.Model,
+				conversationID: conversationID,
+				skipTrace:      true,
+			}),
 		})
 		if perr != nil {
 			return nil, perr
@@ -481,9 +475,6 @@ func RunDeepAgent(
 			Handlers:      supHandlers,
 			Exit:          &adk.ExitTool{},
 		}
-		if modelRetry != nil {
-			supCfg.ModelRetryConfig = modelRetry
-		}
 		if deepOutKey != "" {
 			supCfg.OutputKey = deepOutKey
 		}
@@ -517,9 +508,6 @@ func RunDeepAgent(
 		if deepOutKey != "" {
 			dcfg.OutputKey = deepOutKey
 		}
-		if modelRetry != nil {
-			dcfg.ModelRetryConfig = modelRetry
-		}
 		if taskGen != nil {
 			dcfg.TaskToolDescriptionGenerator = taskGen
 		}
@@ -565,6 +553,7 @@ func RunDeepAgent(
 		McpIDs:                  &mcpIDs,
 		FilesystemMonitorAgent:  ag,
 		FilesystemMonitorRecord: recorder,
+		MCPExecutionBinder:      mcpExecBinder,
 		ToolInvokeNotify:        toolInvokeNotify,
 		DA:                      da,
 		ModelFacingTrace:        modelFacingTrace,

internal/multiagent/system_message_normalizer_middleware.go

@@ -0,0 +1,86 @@
+package multiagent
+
+import (
+	"context"
+
+	"github.com/cloudwego/eino/adk"
+	"github.com/cloudwego/eino/schema"
+	"go.uber.org/zap"
+)
+
+// systemMessageNormalizerMiddleware merges duplicate role=system messages into a single
+// leading system message before summarization and each ChatModel call.
+type systemMessageNormalizerMiddleware struct {
+	adk.BaseChatModelAgentMiddleware
+	logger *zap.Logger
+	phase  string
+}
+
+func newSystemMessageNormalizerMiddleware(logger *zap.Logger, phase string) adk.ChatModelAgentMiddleware {
+	return &systemMessageNormalizerMiddleware{logger: logger, phase: phase}
+}
+
+func (m *systemMessageNormalizerMiddleware) BeforeModelRewriteState(
+	ctx context.Context,
+	state *adk.ChatModelAgentState,
+	mc *adk.ModelContext,
+) (context.Context, *adk.ChatModelAgentState, error) {
+	_ = mc
+	if m == nil || state == nil || len(state.Messages) == 0 {
+		return ctx, state, nil
+	}
+	before := countADKSystemMessages(state.Messages)
+	if before <= 1 {
+		return ctx, state, nil
+	}
+	normalized := normalizeSingleLeadingSystemMessage(state.Messages, "")
+	if len(normalized) == len(state.Messages) && countADKSystemMessages(normalized) >= before {
+		return ctx, state, nil
+	}
+	if m.logger != nil {
+		m.logger.Info("eino system messages merged",
+			zap.String("phase", m.phase),
+			zap.Int("system_before", before),
+			zap.Int("system_after", countADKSystemMessages(normalized)),
+			zap.Int("messages_before", len(state.Messages)),
+			zap.Int("messages_after", len(normalized)),
+		)
+	}
+	out := *state
+	out.Messages = normalized
+	return ctx, &out, nil
+}
+
+func countADKSystemMessages(msgs []adk.Message) int {
+	n := 0
+	for _, msg := range msgs {
+		if msg != nil && msg.Role == schema.System {
+			n++
+		}
+	}
+	return n
+}
+
+// stripADKSystemMessages removes all system messages. Use before runner.Run restart when
+// genModelInput will prepend a fresh Instruction.
+func stripADKSystemMessages(msgs []adk.Message) []adk.Message {
+	if len(msgs) == 0 {
+		return msgs
+	}
+	out := make([]adk.Message, 0, len(msgs))
+	for _, msg := range msgs {
+		if msg == nil || msg.Role == schema.System {
+			continue
+		}
+		out = append(out, msg)
+	}
+	return out
+}
+
+// mergeCollectedSystemMessages collapses multiple system messages into one (or none).
+func mergeCollectedSystemMessages(systemMsgs []adk.Message) []adk.Message {
+	if len(systemMsgs) == 0 {
+		return nil
+	}
+	return normalizeSingleLeadingSystemMessage(systemMsgs, "")
+}

internal/multiagent/system_message_normalizer_middleware_test.go

@@ -0,0 +1,75 @@
+package multiagent
+
+import (
+	"context"
+	"testing"
+
+	"github.com/cloudwego/eino/adk"
+	"github.com/cloudwego/eino/schema"
+)
+
+func TestStripADKSystemMessages(t *testing.T) {
+	in := []adk.Message{
+		schema.SystemMessage("a"),
+		schema.UserMessage("u"),
+		schema.SystemMessage("b"),
+		schema.AssistantMessage("x", nil),
+	}
+	out := stripADKSystemMessages(in)
+	if len(out) != 2 {
+		t.Fatalf("got %d messages, want 2", len(out))
+	}
+	if out[0].Role != schema.User || out[1].Role != schema.Assistant {
+		t.Fatalf("unexpected roles: %s, %s", out[0].Role, out[1].Role)
+	}
+}
+
+func TestEinoMessagesForRunRestart_StripsSystemFromTrace(t *testing.T) {
+	holder := newModelFacingTraceHolder()
+	holder.storeFromState(&adk.ChatModelAgentState{Messages: []adk.Message{
+		schema.SystemMessage("sys-1"),
+		schema.SystemMessage("sys-2"),
+		schema.UserMessage("task"),
+	}})
+	msgs, src := einoMessagesForRunRestart(&einoADKRunLoopArgs{ModelFacingTrace: holder}, nil, nil, 0)
+	if src != einoRestartContextModelTrace {
+		t.Fatalf("source: got %q want model_trace", src)
+	}
+	if len(msgs) != 1 || msgs[0].Role != schema.User {
+		t.Fatalf("expected user-only restart msgs, got %+v", msgs)
+	}
+}
+
+func TestSystemMessageNormalizerMiddleware_MergesDuplicates(t *testing.T) {
+	mw := newSystemMessageNormalizerMiddleware(nil, "test")
+	state := &adk.ChatModelAgentState{Messages: []adk.Message{
+		schema.SystemMessage("a"),
+		schema.SystemMessage("b"),
+		schema.UserMessage("u"),
+	}}
+	_, out, err := mw.(*systemMessageNormalizerMiddleware).BeforeModelRewriteState(context.Background(), state, nil)
+	if err != nil {
+		t.Fatal(err)
+	}
+	if countADKSystemMessages(out.Messages) != 1 {
+		t.Fatalf("want 1 system, got %d", countADKSystemMessages(out.Messages))
+	}
+	if out.Messages[0].Content != "a\n\nb" {
+		t.Fatalf("merged content: %q", out.Messages[0].Content)
+	}
+}
+
+func TestSystemMessageNormalizerMiddleware_NoOpSingleSystem(t *testing.T) {
+	mw := newSystemMessageNormalizerMiddleware(nil, "test")
+	state := &adk.ChatModelAgentState{Messages: []adk.Message{
+		schema.SystemMessage("only"),
+		schema.UserMessage("u"),
+	}}
+	_, out, err := mw.(*systemMessageNormalizerMiddleware).BeforeModelRewriteState(context.Background(), state, nil)
+	if err != nil {
+		t.Fatal(err)
+	}
+	if out != state {
+		t.Fatalf("expected same state pointer for no-op")
+	}
+}

internal/openai/claude_bridge.go

@@ -10,7 +10,7 @@ package openai
 //   Auth:     Bearer → x-api-key
 //   Tools:    OpenAI tools[] → Claude tools[] (input_schema)
 //
-// Extended thinking: 顶层 `thinking` 从 OpenAI 请求体透传；响应中 `thinking` block 映射为
+// Extended thinking: 顶层 `thinking` / `output_config` 从 OpenAI 请求体透传；响应中 `thinking` block 映射为
 // `reasoning_content`（可读前缀 + 内部 JSON 尾缀以保留 signature，供多轮工具续跑；UI 用 openai.DisplayReasoningContent 剥离）。
 
 import (
@@ -40,8 +40,9 @@ type claudeRequest struct {
 	System    string          `json:"system,omitempty"`
 	Messages  []claudeMessage `json:"messages"`
 	Tools     []claudeTool    `json:"tools,omitempty"`
-	Stream    bool            `json:"stream,omitempty"`
-	Thinking  json.RawMessage `json:"thinking,omitempty"`
+	Stream       bool            `json:"stream,omitempty"`
+	Thinking     json.RawMessage `json:"thinking,omitempty"`
+	OutputConfig json.RawMessage `json:"output_config,omitempty"`
 }
 
 type claudeMessage struct {
@@ -304,12 +305,17 @@ func convertOpenAIToClaude(payload interface{}) (*claudeRequest, error) {
 		}
 	}
 
-	// Extended thinking (Anthropic top-level); merged from Eino ExtraFields / admin extras.
+	// Extended thinking + effort (Anthropic top-level); merged from Eino ExtraFields / admin extras.
 	if th, ok := oai["thinking"]; ok && th != nil {
 		if raw, err := json.Marshal(th); err == nil && len(raw) > 0 && string(raw) != "null" {
 			req.Thinking = json.RawMessage(raw)
 		}
 	}
+	if oc, ok := oai["output_config"]; ok && oc != nil {
+		if raw, err := json.Marshal(oc); err == nil && len(raw) > 0 && string(raw) != "null" {
+			req.OutputConfig = json.RawMessage(raw)
+		}
+	}
 
 	return req, nil
 }

internal/openai/claude_reasoning_roundtrip_test.go

@@ -73,6 +73,39 @@ func TestConvertOpenAIToClaude_AssistantReasoningReplay(t *testing.T) {
 	}
 }
 
+func TestConvertOpenAIToClaude_OutputConfigEffort(t *testing.T) {
+	payload := map[string]interface{}{
+		"model": "claude-opus-4-8",
+		"messages": []interface{}{
+			map[string]interface{}{"role": "user", "content": "hi"},
+		},
+		"thinking": map[string]interface{}{
+			"type":    "adaptive",
+			"display": "summarized",
+		},
+		"output_config": map[string]interface{}{
+			"effort": "high",
+		},
+	}
+	req, err := convertOpenAIToClaude(payload)
+	if err != nil {
+		t.Fatal(err)
+	}
+	if len(req.Thinking) == 0 {
+		t.Fatal("expected thinking")
+	}
+	if len(req.OutputConfig) == 0 {
+		t.Fatal("expected output_config")
+	}
+	var oc map[string]interface{}
+	if err := json.Unmarshal(req.OutputConfig, &oc); err != nil {
+		t.Fatal(err)
+	}
+	if oc["effort"] != "high" {
+		t.Fatalf("effort=%v", oc["effort"])
+	}
+}
+
 func TestClaudeToOpenAIResponseJSON_Thinking(t *testing.T) {
 	claudeBody := []byte(`{
 		"id":"msg_1","type":"message","role":"assistant","model":"x","stop_reason":"end_turn",

internal/openai/openai.go

@@ -8,6 +8,7 @@ import (
 	"fmt"
 	"io"
 	"net/http"
+	"sort"
 	"strings"
 	"time"
 	"unicode/utf8"
@@ -535,3 +536,81 @@ func (c *Client) ChatCompletionStreamWithToolCalls(
 
 	return full.String(), toolCalls, finishReason, nil
 }
+
+// ModelsListResponse 表示 OpenAI 兼容 GET /models 响应。
+type ModelsListResponse struct {
+	Object string `json:"object"`
+	Data   []struct {
+		ID      string `json:"id"`
+		Object  string `json:"object,omitempty"`
+		OwnedBy string `json:"owned_by,omitempty"`
+	} `json:"data"`
+}
+
+// ListModels 调用 GET {baseURL}/models 获取可用模型 id 列表（按字典序）。
+func (c *Client) ListModels(ctx context.Context) ([]string, error) {
+	if c == nil {
+		return nil, fmt.Errorf("openai client is not initialized")
+	}
+	if c.config == nil {
+		return nil, fmt.Errorf("openai config is nil")
+	}
+	if strings.TrimSpace(c.config.APIKey) == "" {
+		return nil, fmt.Errorf("openai api key is empty")
+	}
+	if c.isClaude() {
+		return nil, fmt.Errorf("claude provider does not support models list API")
+	}
+
+	baseURL := strings.TrimSuffix(c.config.BaseURL, "/")
+	if baseURL == "" {
+		baseURL = "https://api.openai.com/v1"
+	}
+
+	req, err := http.NewRequestWithContext(ctx, http.MethodGet, baseURL+"/models", nil)
+	if err != nil {
+		return nil, fmt.Errorf("build openai models request: %w", err)
+	}
+	req.Header.Set("Authorization", "Bearer "+c.config.APIKey)
+
+	resp, err := c.httpClient.Do(req)
+	if err != nil {
+		return nil, fmt.Errorf("call openai models api: %w", err)
+	}
+	defer resp.Body.Close()
+
+	respBody, err := io.ReadAll(resp.Body)
+	if err != nil {
+		return nil, fmt.Errorf("read openai models response: %w", err)
+	}
+	if resp.StatusCode != http.StatusOK {
+		return nil, &APIError{
+			StatusCode: resp.StatusCode,
+			Body:       string(respBody),
+		}
+	}
+
+	var list ModelsListResponse
+	if err := json.Unmarshal(respBody, &list); err != nil {
+		return nil, fmt.Errorf("decode openai models response: %w", err)
+	}
+
+	seen := make(map[string]struct{}, len(list.Data))
+	models := make([]string, 0, len(list.Data))
+	for _, item := range list.Data {
+		id := strings.TrimSpace(item.ID)
+		if id == "" {
+			continue
+		}
+		if _, ok := seen[id]; ok {
+			continue
+		}
+		seen[id] = struct{}{}
+		models = append(models, id)
+	}
+	sort.Strings(models)
+	if len(models) == 0 {
+		return nil, fmt.Errorf("models list is empty")
+	}
+	return models, nil
+}

internal/project/blackboard.go

@@ -2,7 +2,6 @@ package project
 
 import (
 	"fmt"
-	"sort"
 	"strings"
 
 	"cyberstrike-ai/internal/config"
@@ -22,7 +21,13 @@ func AppendSystemPromptBlock(base, block string) string {
 	return base + "\n\n" + block
 }
 
-// BuildFactIndexBlock 为 Agent 系统提示生成项目黑板索引（仅 key + summary，不含 body）。
+const (
+	factIndexFooterGetDetail = "需要完整内容（攻击链、POC、请求响应等）时必须调用 get_project_fact(fact_key)，禁止凭摘要臆造细节。"
+	factIndexFooterWriteHint = "写入事实 links 时用 from（来源 fact_key → 当前 fact），如 finding 上 {from:target/*, type:discovered_on}；body 写可复现全流程（发现/利用类 fact_key 建议 finding|chain|exploit|poc/ 前缀）。"
+	factIndexFooterEmpty     = "需要写入请使用 upsert_project_fact；需要详情请调用 get_project_fact(fact_key)。"
+)
+
+// BuildFactIndexBlock 为 Agent 系统提示生成项目黑板索引（key + summary + 关系边 + 攻击路径，不含 body）。
 func BuildFactIndexBlock(db *database.DB, projectID string, cfg config.ProjectConfig) (string, error) {
 	if db == nil || !cfg.Enabled {
 		return "", nil
@@ -41,27 +46,38 @@ func BuildFactIndexBlock(db *database.DB, projectID string, cfg config.ProjectCo
 	if err != nil {
 		return "", err
 	}
+	allEdges, _ := db.ListProjectFactEdgesByProject(projectID)
+	_, incomingByTarget := indexEdgeGroupMaps(allEdges)
+
 	if len(facts) == 0 {
-		return fmt.Sprintf("## 项目黑板索引（project: %s, id: %s）\n（暂无事实）\n需要写入请使用 upsert_project_fact；需要详情请调用 get_project_fact(fact_key)。", proj.Name, proj.ID), nil
+		return wrapFactIndexBlock(fmt.Sprintf("## 项目黑板索引（project: %s, id: %s）\n（暂无事实）\n%s", proj.Name, proj.ID, factIndexFooterEmpty)), nil
 	}
 
-	sort.SliceStable(facts, func(i, j int) bool {
-		if facts[i].Pinned != facts[j].Pinned {
-			return facts[i].Pinned
-		}
-		return facts[i].UpdatedAt.After(facts[j].UpdatedAt)
-	})
+	sortFactsForIndex(facts)
 
 	maxRunes := cfg.FactIndexMaxRunesEffective()
+	pathMaxRunes := cfg.FactIndexPathMaxRunesEffective()
+	footer := factIndexFooterGetDetail + "\n" + factIndexFooterWriteHint
+	footerRunes := len([]rune(footer))
+	factsBudget := maxRunes - pathMaxRunes - footerRunes
+	if factsBudget < 800 {
+		factsBudget = maxRunes - footerRunes
+		pathMaxRunes = 0
+	}
+
+	indexedKeys := make(map[string]struct{}, len(facts))
 	var b strings.Builder
 	b.WriteString(fmt.Sprintf("## 项目黑板索引（project: %s, id: %s）\n", proj.Name, proj.ID))
 	used := len([]rune(b.String()))
 	omitted := 0
 
 	for _, f := range facts {
-		line := fmt.Sprintf("- [%s] %s — %s (%s)\n", f.FactKey, f.Category, strings.TrimSpace(f.Summary), f.Confidence)
+		indexedKeys[f.FactKey] = struct{}{}
+		line := fmt.Sprintf("- [%s] %s — %s (%s)", f.FactKey, f.Category, strings.TrimSpace(f.Summary), f.Confidence)
+		line += FormatFactIndexLinksHint(f.FactKey, incomingByTarget[f.FactKey])
+		line += "\n"
 		lineRunes := len([]rune(line))
-		if used+lineRunes > maxRunes {
+		if used+lineRunes > factsBudget {
 			omitted++
 			continue
 		}
@@ -72,7 +88,12 @@ func BuildFactIndexBlock(db *database.DB, projectID string, cfg config.ProjectCo
 	if omitted > 0 {
 		b.WriteString(fmt.Sprintf("\n（另有 %d 条未列入索引，请使用 list_project_facts 或 search_project_facts 查询。）\n", omitted))
 	}
-	b.WriteString("需要完整内容（攻击链、POC、请求响应等）时必须调用 get_project_fact(fact_key)，禁止凭摘要臆造细节。\n")
-	b.WriteString("写入事实时：summary 写「什么+在哪+如何验证」；body 写可复现全流程（发现/利用类 fact_key 建议 finding|chain|exploit|poc/ 前缀）。\n")
-	return b.String(), nil
+
+	if pathSection := BuildFactPathOverviewSection(allEdges, indexedKeys, pathMaxRunes); pathSection != "" {
+		b.WriteString("\n")
+		b.WriteString(pathSection)
+	}
+
+	b.WriteString(footer)
+	return wrapFactIndexBlock(b.String()), nil
 }

internal/project/blackboard_refresh.go

@@ -0,0 +1,56 @@
+package project
+
+import "strings"
+
+// FactIndexSectionHeading 黑板索引可读标题行前缀（块内保留，供 Agent 阅读）。
+const FactIndexSectionHeading = "## 项目黑板索引"
+
+// FactIndexSectionStartMarker / EndMarker：HTML 注释边界，供程序化替换；对模型无指令语义。
+const (
+	FactIndexSectionStartMarker = "<!-- fact-index-start -->"
+	FactIndexSectionEndMarker   = "<!-- fact-index-end -->"
+)
+
+// ReplaceFactIndexSection 用 freshIndex 替换 content 中已有的项目黑板索引段。
+// freshIndex 须为 BuildFactIndexBlock 的完整输出。起止 HTML 注释缺失时返回 (_, false)。
+func ReplaceFactIndexSection(content, freshIndex string) (string, bool) {
+	freshIndex = strings.TrimSpace(freshIndex)
+	if freshIndex == "" {
+		return content, false
+	}
+	start, ok := factIndexSectionStart(content)
+	if !ok {
+		return content, false
+	}
+	end, ok := factIndexSectionEnd(content, start)
+	if !ok || end <= start {
+		return content, false
+	}
+	return content[:start] + freshIndex + content[end:], true
+}
+
+// wrapFactIndexBlock 为 BuildFactIndexBlock 正文加上统一起止 HTML 注释边界。
+func wrapFactIndexBlock(content string) string {
+	content = strings.TrimSpace(content)
+	return FactIndexSectionStartMarker + "\n" + content + "\n" + FactIndexSectionEndMarker + "\n"
+}
+
+func factIndexSectionStart(content string) (int, bool) {
+	idx := strings.Index(content, FactIndexSectionStartMarker)
+	if idx < 0 {
+		return 0, false
+	}
+	return idx, true
+}
+
+func factIndexSectionEnd(content string, start int) (int, bool) {
+	if start < 0 || start >= len(content) {
+		return 0, false
+	}
+	tail := content[start:]
+	idx := strings.LastIndex(tail, FactIndexSectionEndMarker)
+	if idx < 0 {
+		return 0, false
+	}
+	return start + idx + len(FactIndexSectionEndMarker), true
+}

internal/project/blackboard_refresh_test.go

@@ -0,0 +1,154 @@
+package project
+
+import (
+	"path/filepath"
+	"strings"
+	"testing"
+
+	"cyberstrike-ai/internal/config"
+	"cyberstrike-ai/internal/database"
+
+	"go.uber.org/zap"
+)
+
+func sampleFactIndexWithFacts(projectLabel, summary string) string {
+	return wrapFactIndexBlock("## 项目黑板索引（project: " + projectLabel + ", id: x）\n" +
+		"- [target/a] target — " + summary + " (tentative)\n" +
+		factIndexFooterGetDetail + "\n" +
+		factIndexFooterWriteHint)
+}
+
+func TestReplaceFactIndexSection(t *testing.T) {
+	t.Parallel()
+	oldIndex := sampleFactIndexWithFacts("p1", "old summary")
+	newIndex := sampleFactIndexWithFacts("p1", "new summary")
+
+	t.Run("replaces index before next section", func(t *testing.T) {
+		content := "你是助手\n\n" + oldIndex + "\n\n## 图片分析\n看截图"
+		out, ok := ReplaceFactIndexSection(content, newIndex)
+		if !ok {
+			t.Fatal("expected replacement")
+		}
+		if strings.Contains(out, "old summary") {
+			t.Fatalf("old index should be gone: %q", out)
+		}
+		if !strings.Contains(out, "new summary") || !strings.Contains(out, "## 图片分析") {
+			t.Fatalf("expected new index and preserved vision section: %q", out)
+		}
+		if strings.Count(out, FactIndexSectionStartMarker) != 1 || strings.Count(out, FactIndexSectionEndMarker) != 1 {
+			t.Fatalf("expected exactly one start/end marker pair: %q", out)
+		}
+	})
+
+	t.Run("replaces index at end", func(t *testing.T) {
+		content := "## 项目测试范围\nscope\n\n" + oldIndex
+		out, ok := ReplaceFactIndexSection(content, newIndex)
+		if !ok {
+			t.Fatal("expected replacement")
+		}
+		if !strings.Contains(out, "## 项目测试范围") || !strings.Contains(out, "new summary") {
+			t.Fatalf("scope preserved, index updated: %q", out)
+		}
+	})
+
+	t.Run("summary with false markdown header does not truncate early", func(t *testing.T) {
+		summaryWithFakeHeader := "see\n\n## fake header in summary"
+		old := sampleFactIndexWithFacts("p1", summaryWithFakeHeader)
+		newIdx := sampleFactIndexWithFacts("p1", "new summary")
+		content := old + "\n\n## 图片分析\nvision"
+		out, ok := ReplaceFactIndexSection(content, newIdx)
+		if !ok {
+			t.Fatal("expected replacement")
+		}
+		if strings.Contains(out, "fake header in summary") {
+			t.Fatalf("old index tail should be fully removed: %q", out)
+		}
+	})
+
+	t.Run("summary containing end marker text does not truncate early", func(t *testing.T) {
+		summary := "note " + FactIndexSectionEndMarker + " in summary"
+		old := sampleFactIndexWithFacts("p1", summary)
+		newIdx := sampleFactIndexWithFacts("p1", "clean")
+		content := old + "\n\n## 图片分析\nvision"
+		out, ok := ReplaceFactIndexSection(content, newIdx)
+		if !ok {
+			t.Fatal("expected replacement")
+		}
+		if strings.Contains(out, "in summary") {
+			t.Fatalf("old block should be fully removed: %q", out)
+		}
+	})
+
+	t.Run("missing html markers does not replace", func(t *testing.T) {
+		legacy := "## 项目黑板索引（project: p1, id: x）\n- [a] note — old (tentative)\n"
+		newIdx := sampleFactIndexWithFacts("p1", "new")
+		out, ok := ReplaceFactIndexSection("prefix\n\n"+legacy, newIdx)
+		if ok {
+			t.Fatalf("expected no replacement without markers: %q", out)
+		}
+	})
+
+	t.Run("empty facts block", func(t *testing.T) {
+		oldEmpty := wrapFactIndexBlock("## 项目黑板索引（project: p1, id: x）\n（暂无事实）\n" + factIndexFooterEmpty)
+		newEmpty := sampleFactIndexWithFacts("p1", "first fact")
+		out, ok := ReplaceFactIndexSection(oldEmpty, newEmpty)
+		if !ok {
+			t.Fatal("expected replacement")
+		}
+		if strings.Contains(out, "（暂无事实）") {
+			t.Fatalf("old empty block should be gone: %q", out)
+		}
+	})
+
+	t.Run("no marker", func(t *testing.T) {
+		_, ok := ReplaceFactIndexSection("no blackboard here", newIndex)
+		if ok {
+			t.Fatal("expected false when marker missing")
+		}
+	})
+
+	t.Run("empty fresh index", func(t *testing.T) {
+		_, ok := ReplaceFactIndexSection(oldIndex, "  ")
+		if ok {
+			t.Fatal("expected false for empty fresh index")
+		}
+	})
+}
+
+func TestFactIndexSectionBounds_useHTMLMarkers(t *testing.T) {
+	t.Parallel()
+	body := sampleFactIndexWithFacts("p", "line with\n\n## not a real section") + "TAIL_SHOULD_DROP"
+	start, ok := factIndexSectionStart(body)
+	if !ok || !strings.HasPrefix(body[start:], FactIndexSectionStartMarker) {
+		t.Fatalf("start should be at html start marker, got %d", start)
+	}
+	end, ok := factIndexSectionEnd(body, start)
+	if !ok || body[end:] != "\nTAIL_SHOULD_DROP" {
+		t.Fatalf("end should be after end marker, got remainder %q", body[end:])
+	}
+}
+
+func TestBuildFactIndexBlock_includesHTMLMarkers(t *testing.T) {
+	t.Parallel()
+	dbPath := filepath.Join(t.TempDir(), "facts.db")
+	db, err := database.NewDB(dbPath, zap.NewNop())
+	if err != nil {
+		t.Fatal(err)
+	}
+	defer db.Close()
+
+	proj, err := db.CreateProject(&database.Project{Name: "marker-proj"})
+	if err != nil {
+		t.Fatal(err)
+	}
+	block, err := BuildFactIndexBlock(db, proj.ID, config.ProjectConfig{Enabled: true})
+	if err != nil {
+		t.Fatal(err)
+	}
+	if !strings.HasPrefix(strings.TrimSpace(block), FactIndexSectionStartMarker) {
+		t.Fatalf("block should start with start marker: %q", block)
+	}
+	if !strings.Contains(block, FactIndexSectionEndMarker) {
+		t.Fatalf("block should include end marker: %q", block)
+	}
+}

internal/project/fact_body_links.go

@@ -0,0 +1,256 @@
+package project
+
+import (
+	"fmt"
+	"regexp"
+	"strings"
+
+	"cyberstrike-ai/internal/database"
+)
+
+var (
+	bodyDepFactLine   = regexp.MustCompile(`(?im)^[\s\-*]*依赖事实\s*[:：]\s*([a-z0-9][a-z0-9._/-]*)`)
+	bodyRelFactLine   = regexp.MustCompile(`(?im)^[\s\-*]*相关\s*fact_key\s*[:：]\s*([a-z0-9][a-z0-9._/-]*)`)
+	bodyAssocSection  = regexp.MustCompile(`(?im)^##\s*关联\s*$`)
+	bodySyncLinksHead = "结构化关系边（自动同步）"
+)
+
+// ParseLinksFromBody 从 body「关联」段落解析 from 语义的关系边（无显式 links 时的兜底）。
+func ParseLinksFromBody(body string) []database.ProjectFactEdgeFromInput {
+	body = strings.TrimSpace(body)
+	if body == "" {
+		return nil
+	}
+	seen := map[string]struct{}{}
+	var out []database.ProjectFactEdgeFromInput
+	add := func(key, edgeType string) {
+		key = strings.TrimSpace(key)
+		if key == "" {
+			return
+		}
+		if err := database.ValidateFactKey(key); err != nil {
+			return
+		}
+		sig := edgeType + "\x00" + key
+		if _, ok := seen[sig]; ok {
+			return
+		}
+		seen[sig] = struct{}{}
+		out = append(out, database.ProjectFactEdgeFromInput{From: key, Type: edgeType})
+	}
+	for _, m := range bodyDepFactLine.FindAllStringSubmatch(body, -1) {
+		if len(m) > 1 {
+			add(m[1], "depends_on")
+		}
+	}
+	for _, m := range bodyRelFactLine.FindAllStringSubmatch(body, -1) {
+		if len(m) > 1 {
+			add(m[1], "supports")
+		}
+	}
+	// 自动同步块：type: key
+	syncBlock := extractBodySyncLinksBlock(body)
+	for _, line := range strings.Split(syncBlock, "\n") {
+		line = strings.TrimSpace(strings.TrimPrefix(strings.TrimSpace(line), "-"))
+		if line == "" {
+			continue
+		}
+		edgeType, source, ok := strings.Cut(line, ":")
+		if !ok {
+			continue
+		}
+		edgeType = strings.TrimSpace(edgeType)
+		source = strings.TrimSpace(source)
+		if err := database.ValidateProjectFactEdgeType(edgeType); err != nil {
+			continue
+		}
+		add(source, edgeType)
+	}
+	if len(out) == 0 {
+		return nil
+	}
+	return out
+}
+
+func extractBodySyncLinksBlock(body string) string {
+	lines := strings.Split(body, "\n")
+	var b strings.Builder
+	inAssoc := false
+	inSync := false
+	for _, line := range lines {
+		trim := strings.TrimSpace(line)
+		if bodyAssocSection.MatchString(trim) {
+			inAssoc = true
+			inSync = false
+			continue
+		}
+		if inAssoc && strings.HasPrefix(trim, "## ") && !strings.HasPrefix(trim, "## 关联") {
+			break
+		}
+		if inAssoc && strings.Contains(trim, bodySyncLinksHead) {
+			inSync = true
+			continue
+		}
+		if inSync {
+			if trim == "" || strings.HasPrefix(trim, "-") || strings.Contains(trim, ":") {
+				if strings.HasPrefix(trim, "-") || (strings.Contains(trim, ":") && !strings.Contains(trim, "related_vulnerability")) {
+					b.WriteString(trim)
+					b.WriteByte('\n')
+				}
+			} else if strings.HasPrefix(trim, "##") {
+				break
+			}
+		}
+	}
+	return b.String()
+}
+
+// SyncBodyLinksSection 将入边镜像写入 body 的「关联」段（人读用；结构化以 links 为准）。
+func SyncBodyLinksSection(body string, edges []*database.ProjectFactEdge) string {
+	body = strings.TrimSpace(body)
+	block := formatBodySyncLinksBlock(edges)
+	if block == "" {
+		return body
+	}
+	if body == "" {
+		return "## 关联\n" + block
+	}
+	lines := strings.Split(body, "\n")
+	var out []string
+	inAssoc := false
+	replaced := false
+	for i := 0; i < len(lines); i++ {
+		trim := strings.TrimSpace(lines[i])
+		if bodyAssocSection.MatchString(trim) {
+			inAssoc = true
+			out = append(out, lines[i])
+			// 跳过旧同步块
+			j := i + 1
+			for j < len(lines) {
+				t := strings.TrimSpace(lines[j])
+				if strings.HasPrefix(t, "## ") {
+					break
+				}
+				if strings.Contains(t, bodySyncLinksHead) {
+					for j < len(lines) {
+						t2 := strings.TrimSpace(lines[j])
+						if t2 != "" && !strings.HasPrefix(t2, "-") && !strings.Contains(t2, ":") && !strings.Contains(t2, bodySyncLinksHead) {
+							if strings.HasPrefix(t2, "##") {
+								break
+							}
+						}
+						j++
+						if j < len(lines) && strings.HasPrefix(strings.TrimSpace(lines[j]), "## ") {
+							break
+						}
+						if j >= len(lines) {
+							break
+						}
+						if j > i+1 && strings.TrimSpace(lines[j-1]) == "" && strings.HasPrefix(strings.TrimSpace(lines[j]), "## ") {
+							break
+						}
+					}
+					break
+				}
+				j++
+			}
+			out = append(out, block)
+			i = j - 1
+			replaced = true
+			continue
+		}
+		out = append(out, lines[i])
+	}
+	if !replaced {
+		if !inAssoc {
+			out = append(out, "", "## 关联", block)
+		} else {
+			out = append(out, block)
+		}
+	}
+	return strings.TrimSpace(strings.Join(out, "\n"))
+}
+
+func formatBodySyncLinksBlock(edges []*database.ProjectFactEdge) string {
+	if len(edges) == 0 {
+		return fmt.Sprintf("- %s:\n  （暂无）", bodySyncLinksHead)
+	}
+	var b strings.Builder
+	b.WriteString("- ")
+	b.WriteString(bodySyncLinksHead)
+	b.WriteString(":\n")
+	for _, e := range edges {
+		b.WriteString(fmt.Sprintf("  - %s: %s\n", e.EdgeType, e.SourceFactKey))
+	}
+	return strings.TrimRight(b.String(), "\n")
+}
+
+// ResolveFactLinksForUpsert 合并显式 links、links_text 与 body 解析结果。
+func ResolveFactLinksForUpsert(explicit []database.ProjectFactEdgeFromInput, linksText *string, body string, explicitSet bool) ([]database.ProjectFactEdgeFromInput, bool, error) {
+	if explicitSet {
+		if len(explicit) > 0 {
+			return explicit, true, nil
+		}
+		if linksText != nil {
+			parsed, err := ParseFactLinksText(*linksText)
+			if err != nil {
+				return nil, true, err
+			}
+			if parsed == nil {
+				return []database.ProjectFactEdgeFromInput{}, true, nil
+			}
+			return parsed, true, nil
+		}
+		return []database.ProjectFactEdgeFromInput{}, true, nil
+	}
+	if parsed := ParseLinksFromBody(body); len(parsed) > 0 {
+		return parsed, true, nil
+	}
+	return nil, false, nil
+}
+
+// MergeLinkFromInputsUnique 合并多组 from 入边输入并去重。
+func MergeLinkFromInputsUnique(groups ...[]database.ProjectFactEdgeFromInput) []database.ProjectFactEdgeFromInput {
+	seen := map[string]struct{}{}
+	var out []database.ProjectFactEdgeFromInput
+	for _, g := range groups {
+		for _, in := range g {
+			sig := in.Type + "\x00" + in.From
+			if _, ok := seen[sig]; ok {
+				continue
+			}
+			if err := database.ValidateProjectFactEdgeType(in.Type); err != nil {
+				continue
+			}
+			if err := database.ValidateFactKey(in.From); err != nil {
+				continue
+			}
+			seen[sig] = struct{}{}
+			out = append(out, in)
+		}
+	}
+	return out
+}
+
+// MergeLinkInputsUnique 合并多组 link 输入并去重（内部出边写入用）。
+func MergeLinkInputsUnique(groups ...[]database.ProjectFactEdgeInput) []database.ProjectFactEdgeInput {
+	seen := map[string]struct{}{}
+	var out []database.ProjectFactEdgeInput
+	for _, g := range groups {
+		for _, in := range g {
+			sig := in.Type + "\x00" + in.To
+			if _, ok := seen[sig]; ok {
+				continue
+			}
+			if err := database.ValidateProjectFactEdgeType(in.Type); err != nil {
+				continue
+			}
+			if err := database.ValidateFactKey(in.To); err != nil {
+				continue
+			}
+			seen[sig] = struct{}{}
+			out = append(out, in)
+		}
+	}
+	return out
+}

internal/project/fact_body_links_test.go

@@ -0,0 +1,68 @@
+package project
+
+import (
+	"path/filepath"
+	"strings"
+	"testing"
+
+	"cyberstrike-ai/internal/database"
+
+	"go.uber.org/zap"
+)
+
+func TestParseLinksFromBodyDependsOn(t *testing.T) {
+	t.Parallel()
+	body := "## 关联\n- 依赖事实: target/api\n- 相关 fact_key: auth/session"
+	links := ParseLinksFromBody(body)
+	if len(links) != 2 {
+		t.Fatalf("want 2 links, got %d", len(links))
+	}
+}
+
+func TestSyncBodyLinksSection(t *testing.T) {
+	t.Parallel()
+	body := "## 结论\nx\n\n## 关联\n- 依赖事实: old/key"
+	edges := []*database.ProjectFactEdge{{EdgeType: "discovered_on", SourceFactKey: "target/a"}}
+	out := SyncBodyLinksSection(body, edges)
+	if !strings.Contains(out, "discovered_on: target/a") {
+		t.Fatalf("missing synced edge: %q", out)
+	}
+}
+
+func TestFactGraphIntegration(t *testing.T) {
+	dir := t.TempDir()
+	dbPath := filepath.Join(dir, "test.db")
+	db, err := database.NewDB(dbPath, zap.NewNop())
+	if err != nil {
+		t.Fatal(err)
+	}
+	defer db.Close()
+
+	p, err := db.CreateProject(&database.Project{Name: "g"})
+	if err != nil {
+		t.Fatal(err)
+	}
+	for _, spec := range []struct{ key, cat, summary string }{
+		{"target/root", "target", "root"},
+		{"finding/x", "finding", "finding x"},
+	} {
+		_, err := db.UpsertProjectFact(&database.ProjectFact{
+			ProjectID: p.ID, FactKey: spec.key, Category: spec.cat, Summary: spec.summary, Confidence: "confirmed",
+		})
+		if err != nil {
+			t.Fatal(err)
+		}
+	}
+	if err := db.ReplaceIncomingProjectFactEdges(p.ID, "finding/x", []database.ProjectFactEdgeFromInput{
+		{From: "target/root", Type: "discovered_on"},
+	}); err != nil {
+		t.Fatal(err)
+	}
+	graph, err := BuildProjectFactGraph(db, p.ID, "path", true)
+	if err != nil {
+		t.Fatal(err)
+	}
+	if len(graph.Nodes) < 2 || len(graph.Edges) < 1 {
+		t.Fatalf("expected graph nodes/edges, got %d/%d", len(graph.Nodes), len(graph.Edges))
+	}
+}

internal/project/fact_edges.go

@@ -0,0 +1,407 @@
+package project
+
+import (
+	"fmt"
+	"strings"
+
+	"cyberstrike-ai/internal/database"
+	"cyberstrike-ai/internal/projectprompt"
+)
+
+// PathGraphCategories 攻击路径视图包含的事实分类。
+var PathGraphCategories = map[string]struct{}{
+	FactCategoryTarget:  {},
+	FactCategoryFinding: {},
+	FactCategoryChain:            {},
+	FactCategoryExploit:          {},
+	FactCategoryPOC:              {},
+	"vuln":                       {},
+}
+
+// GraphNodeType 将 fact category 映射为图节点类型（供前端样式与 ELK 分层）。
+// 优先使用 category；仅 synthetic 节点（vuln:）或无 category 时才回退到 fact_key 前缀。
+func GraphNodeType(category, factKey string) string {
+	key := strings.ToLower(strings.TrimSpace(factKey))
+	if strings.HasPrefix(key, "vuln:") {
+		return "vulnerability"
+	}
+	c := strings.ToLower(strings.TrimSpace(category))
+	if c != "" {
+		switch c {
+		case FactCategoryTarget:
+			return "target"
+		case FactCategoryExploit:
+			return "exploit"
+		case FactCategoryPOC:
+			return "poc"
+		case FactCategoryChain:
+			return "chain"
+		case FactCategoryFinding:
+			return "finding"
+		case "vuln":
+			return "vulnerability"
+		case FactCategoryAuth:
+			return "auth"
+		case FactCategoryInfra, FactCategoryBusiness:
+			return "infra"
+		case FactCategoryNote:
+			return "note"
+		case "missing":
+			return "missing"
+		default:
+			return c
+		}
+	}
+	switch {
+	case strings.HasPrefix(key, "target/"):
+		return "target"
+	case strings.HasPrefix(key, "exploit/"), strings.HasPrefix(key, "evidence/"):
+		return "exploit"
+	case strings.HasPrefix(key, "poc/"):
+		return "poc"
+	case strings.HasPrefix(key, "chain/"):
+		return "chain"
+	case strings.HasPrefix(key, "finding/"):
+		return "finding"
+	case strings.HasPrefix(key, "auth/"):
+		return "auth"
+	case strings.HasPrefix(key, "infra/"), strings.HasPrefix(key, "business/"):
+		return "infra"
+	default:
+		return "note"
+	}
+}
+
+func truncateGraphLabel(summary string, maxRunes int) string {
+	summary = strings.TrimSpace(summary)
+	if summary == "" {
+		return "—"
+	}
+	r := []rune(summary)
+	if len(r) <= maxRunes {
+		return summary
+	}
+	return string(r[:maxRunes]) + "…"
+}
+
+// BuildProjectFactGraph 构建项目事实图（nodes + edges）。
+func BuildProjectFactGraph(db *database.DB, projectID string, view string, excludeDeprecated bool) (*database.ProjectFactGraph, error) {
+	if db == nil {
+		return nil, fmt.Errorf("database 未初始化")
+	}
+	projectID = strings.TrimSpace(projectID)
+	if projectID == "" {
+		return nil, fmt.Errorf("project_id 不能为空")
+	}
+
+	view = strings.TrimSpace(strings.ToLower(view))
+	if view == "" {
+		view = "path"
+	}
+
+	filter := database.ProjectFactListFilter{}
+	if excludeDeprecated {
+		filter.ExcludeDeprecated = true
+	}
+	facts, err := db.ListProjectFacts(projectID, filter, 1000, 0)
+	if err != nil {
+		return nil, err
+	}
+
+	edges, err := db.ListProjectFactEdgesByProject(projectID)
+	if err != nil {
+		return nil, err
+	}
+	if excludeDeprecated {
+		edges = filterDeprecatedEdges(edges)
+	}
+
+	factByKey := make(map[string]*database.ProjectFact, len(facts))
+	for _, f := range facts {
+		factByKey[f.FactKey] = f
+	}
+
+	pathMode := view == "path"
+	nodeKeys := make(map[string]struct{})
+
+	if pathMode {
+		for _, f := range facts {
+			if isPathGraphFact(f.Category, f.FactKey) {
+				nodeKeys[f.FactKey] = struct{}{}
+			}
+		}
+		// 路径视图中保留作为依赖目标的 auth/infra 节点
+		for _, e := range edges {
+			if _, ok := nodeKeys[e.SourceFactKey]; !ok {
+				continue
+			}
+			if f, ok := factByKey[e.TargetFactKey]; ok && isDependencyGraphFact(f.Category, f.FactKey) {
+				nodeKeys[e.TargetFactKey] = struct{}{}
+			}
+		}
+	} else {
+		for _, f := range facts {
+			nodeKeys[f.FactKey] = struct{}{}
+		}
+	}
+
+	// 边上引用的 endpoint 纳入节点集
+	for _, e := range edges {
+		if pathMode {
+			if _, ok := nodeKeys[e.SourceFactKey]; !ok {
+				continue
+			}
+			if _, ok := nodeKeys[e.TargetFactKey]; ok {
+				// already included
+			} else if f, ok := factByKey[e.TargetFactKey]; !ok {
+				nodeKeys[e.TargetFactKey] = struct{}{} // 占位节点
+			} else if isPathGraphFact(f.Category, f.FactKey) || isDependencyGraphFact(f.Category, f.FactKey) {
+				nodeKeys[e.TargetFactKey] = struct{}{}
+			} else {
+				continue
+			}
+		} else {
+			nodeKeys[e.SourceFactKey] = struct{}{}
+			nodeKeys[e.TargetFactKey] = struct{}{}
+		}
+	}
+
+	nodes := make([]database.ProjectFactGraphNode, 0, len(nodeKeys))
+	for key := range nodeKeys {
+		if f, ok := factByKey[key]; ok {
+			nodes = append(nodes, database.ProjectFactGraphNode{
+				ID:         f.FactKey,
+				FactKey:    f.FactKey,
+				Category:   f.Category,
+				Label:      truncateGraphLabel(f.Summary, 48),
+				Summary:    strings.TrimSpace(f.Summary),
+				Confidence: f.Confidence,
+				Type:       GraphNodeType(f.Category, f.FactKey),
+				Pinned:     f.Pinned,
+			})
+			continue
+		}
+		nodes = append(nodes, database.ProjectFactGraphNode{
+			ID:         key,
+			FactKey:    key,
+			Category:   "missing",
+			Label:      key,
+			Confidence: "tentative",
+			Type:       "missing",
+			Pinned:     false,
+		})
+	}
+
+	graphEdges := make([]database.ProjectFactGraphEdge, 0, len(edges))
+	for _, e := range edges {
+		if pathMode {
+			if _, ok := nodeKeys[e.SourceFactKey]; !ok {
+				continue
+			}
+			if _, ok := nodeKeys[e.TargetFactKey]; !ok {
+				continue
+			}
+		} else {
+			if _, ok := nodeKeys[e.SourceFactKey]; !ok {
+				continue
+			}
+			if _, ok := nodeKeys[e.TargetFactKey]; !ok {
+				continue
+			}
+		}
+		graphEdges = append(graphEdges, database.ProjectFactGraphEdge{
+			ID:         e.ID,
+			Source:     e.SourceFactKey,
+			Target:     e.TargetFactKey,
+			Type:       e.EdgeType,
+			Confidence: e.Confidence,
+		})
+	}
+
+	// related_vulnerability_id 合成边（source=fact → target=vuln:<id>）
+	for _, f := range facts {
+		if _, ok := nodeKeys[f.FactKey]; !ok {
+			continue
+		}
+		vid := strings.TrimSpace(f.RelatedVulnerabilityID)
+		if vid == "" {
+			continue
+		}
+		vulnNodeID := "vuln:" + vid
+		if _, exists := nodeKeys[vulnNodeID]; !exists {
+			nodeKeys[vulnNodeID] = struct{}{}
+			label := "漏洞"
+			if len(vid) >= 8 {
+				label += " " + vid[:8] + "…"
+			} else {
+				label += " " + vid
+			}
+			nodes = append(nodes, database.ProjectFactGraphNode{
+				ID:         vulnNodeID,
+				FactKey:    vulnNodeID,
+				Category:   "vuln",
+				Label:      label,
+				Confidence: f.Confidence,
+				Type:       "vulnerability",
+				Pinned:     false,
+			})
+		}
+		graphEdges = append(graphEdges, database.ProjectFactGraphEdge{
+			ID:         "vuln-link:" + f.FactKey + ":" + vid,
+			Source:     f.FactKey,
+			Target:     vulnNodeID,
+			Type:       "links_vuln",
+			Confidence: f.Confidence,
+		})
+	}
+
+	return &database.ProjectFactGraph{Nodes: nodes, Edges: graphEdges}, nil
+}
+
+func min(a, b int) int {
+	if a < b {
+		return a
+	}
+	return b
+}
+
+func isPathGraphFact(category, factKey string) bool {
+	c := strings.ToLower(strings.TrimSpace(category))
+	if _, ok := PathGraphCategories[c]; ok {
+		return true
+	}
+	if c != "" {
+		return false
+	}
+	key := strings.ToLower(strings.TrimSpace(factKey))
+	for _, p := range []string{"target/", "finding/", "chain/", "exploit/", "poc/", "evidence/"} {
+		if strings.HasPrefix(key, p) {
+			return true
+		}
+	}
+	return false
+}
+
+func isDependencyGraphFact(category, factKey string) bool {
+	c := strings.ToLower(strings.TrimSpace(category))
+	if c == FactCategoryAuth || c == FactCategoryInfra || c == FactCategoryBusiness {
+		return true
+	}
+	if c != "" {
+		return false
+	}
+	key := strings.ToLower(strings.TrimSpace(factKey))
+	return strings.HasPrefix(key, "auth/") || strings.HasPrefix(key, "infra/") || strings.HasPrefix(key, "business/")
+}
+
+func filterDeprecatedEdges(edges []*database.ProjectFactEdge) []*database.ProjectFactEdge {
+	out := make([]*database.ProjectFactEdge, 0, len(edges))
+	for _, e := range edges {
+		if strings.EqualFold(strings.TrimSpace(e.Confidence), "deprecated") {
+			continue
+		}
+		out = append(out, e)
+	}
+	return out
+}
+
+// ParsedFactLinks 解析 links 参数（from → 当前 fact）。
+type ParsedFactLinks struct {
+	Incoming []database.ProjectFactEdgeFromInput
+}
+
+// ParseFactLinkInputs 从 MCP links 参数解析；空数组表示清空全部入边。
+func ParseFactLinkInputs(raw interface{}) (*ParsedFactLinks, error) {
+	if raw == nil {
+		return nil, nil
+	}
+	items, ok := raw.([]interface{})
+	if !ok {
+		return nil, fmt.Errorf("links 须为数组")
+	}
+	if len(items) == 0 {
+		return &ParsedFactLinks{
+			Incoming: []database.ProjectFactEdgeFromInput{},
+		}, nil
+	}
+	parsed := &ParsedFactLinks{}
+	for i, item := range items {
+		m, ok := item.(map[string]interface{})
+		if !ok {
+			return nil, fmt.Errorf("links[%d] 格式无效", i)
+		}
+		from, _ := m["from"].(string)
+		edgeType, _ := m["type"].(string)
+		from = strings.TrimSpace(from)
+		edgeType = strings.TrimSpace(edgeType)
+		if from == "" {
+			return nil, fmt.Errorf("links[%d] 须含 from", i)
+		}
+		if edgeType == "" {
+			return nil, fmt.Errorf("links[%d] 须含 type", i)
+		}
+		conf, _ := m["confidence"].(string)
+		parsed.Incoming = append(parsed.Incoming, database.ProjectFactEdgeFromInput{
+			From: from, Type: edgeType, Confidence: strings.TrimSpace(conf),
+		})
+	}
+	return parsed, nil
+}
+
+// ParseFactLinksText 解析 UI 文本：`type: source_fact_key` 每行一条（from 语义）。
+func ParseFactLinksText(text string) ([]database.ProjectFactEdgeFromInput, error) {
+	return ParseFactIncomingLinksText(text)
+}
+
+// FormatFactLinksText 将入边格式化为 UI 文本。
+func FormatFactLinksText(edges []*database.ProjectFactEdge) string {
+	return FormatFactIncomingLinksText(edges)
+}
+
+// ParseFactIncomingLinksText 解析 UI 入边文本：`type: source_fact_key` 每行一条。
+func ParseFactIncomingLinksText(text string) ([]database.ProjectFactEdgeFromInput, error) {
+	text = strings.TrimSpace(text)
+	if text == "" {
+		return nil, nil
+	}
+	var out []database.ProjectFactEdgeFromInput
+	for i, line := range strings.Split(text, "\n") {
+		line = strings.TrimSpace(line)
+		if line == "" || strings.HasPrefix(line, "#") {
+			continue
+		}
+		edgeType, source, ok := strings.Cut(line, ":")
+		if !ok {
+			return nil, fmt.Errorf("第 %d 行格式无效，应为 type: fact_key", i+1)
+		}
+		edgeType = strings.TrimSpace(edgeType)
+		source = strings.TrimSpace(source)
+		if edgeType == "" || source == "" {
+			return nil, fmt.Errorf("第 %d 行 type 或 fact_key 为空", i+1)
+		}
+		out = append(out, database.ProjectFactEdgeFromInput{From: source, Type: edgeType})
+	}
+	return out, nil
+}
+
+// FormatFactIncomingLinksText 将入边格式化为 UI 文本。
+func FormatFactIncomingLinksText(edges []*database.ProjectFactEdge) string {
+	if len(edges) == 0 {
+		return ""
+	}
+	var b strings.Builder
+	for i, e := range edges {
+		if i > 0 {
+			b.WriteByte('\n')
+		}
+		b.WriteString(e.EdgeType)
+		b.WriteString(": ")
+		b.WriteString(e.SourceFactKey)
+	}
+	return b.String()
+}
+
+// FactEdgeRecordingGuidance 写入边时的 Agent 规范。
+func FactEdgeRecordingGuidance() string {
+	return projectprompt.FactEdgeRecordingGuidance()
+}

internal/project/fact_edges_apply.go

@@ -0,0 +1,96 @@
+package project
+
+import (
+	"cyberstrike-ai/internal/database"
+)
+
+// ApplyFactOutgoingLinks 替换某事实的出边（links 为 nil 时不修改）。
+func ApplyFactOutgoingLinks(db *database.DB, projectID, sourceFactKey, sourceConversationID string, links []database.ProjectFactEdgeInput) error {
+	if links == nil {
+		return nil
+	}
+	return db.ReplaceOutgoingProjectFactEdges(projectID, sourceFactKey, sourceConversationID, links)
+}
+
+// ResolveFactLinkInputs 合并 links 数组与 links_text 文本（数组优先）。
+func ResolveFactLinkInputs(links []database.ProjectFactEdgeFromInput, linksText string) ([]database.ProjectFactEdgeFromInput, error) {
+	if len(links) > 0 {
+		return links, nil
+	}
+	return ParseFactLinksText(linksText)
+}
+
+// ApplyFactIncomingLinks 替换某事实的入边（links 为 nil 时不修改）。
+func ApplyFactIncomingLinks(db *database.DB, projectID, targetFactKey string, links []database.ProjectFactEdgeFromInput) error {
+	if links == nil {
+		return nil
+	}
+	return db.ReplaceIncomingProjectFactEdges(projectID, targetFactKey, links)
+}
+
+// PersistFactIncomingLinks 写入入边并可选同步当前事实 body「关联」段。
+func PersistFactIncomingLinks(db *database.DB, projectID, targetFactKey string, links []database.ProjectFactEdgeFromInput, syncBody bool) error {
+	if links == nil {
+		return nil
+	}
+	if err := ApplyFactIncomingLinks(db, projectID, targetFactKey, links); err != nil {
+		return err
+	}
+	if !syncBody {
+		return nil
+	}
+	f, err := db.GetProjectFactByKey(projectID, targetFactKey)
+	if err != nil {
+		return nil
+	}
+	in, err := db.ListIncomingProjectFactEdges(projectID, targetFactKey)
+	if err != nil {
+		return err
+	}
+	f.Body = SyncBodyLinksSection(f.Body, in)
+	_, err = db.UpsertProjectFact(f)
+	return err
+}
+
+// PersistFactLinksFromParsed 写入解析后的 links（parsed 为 nil 表示不修改）。
+func PersistFactLinksFromParsed(db *database.DB, projectID, factKey, sourceConversationID string, parsed *ParsedFactLinks, syncBody bool) error {
+	if parsed == nil || parsed.Incoming == nil {
+		return nil
+	}
+	return PersistFactIncomingLinks(db, projectID, factKey, parsed.Incoming, syncBody)
+}
+
+// PersistFactOutgoingLinks 写入出边（图连线等低层 API；body 同步请用 PersistFactIncomingLinks）。
+func PersistFactOutgoingLinks(db *database.DB, projectID, sourceFactKey, sourceConversationID string, links []database.ProjectFactEdgeInput, syncBody bool) error {
+	if links == nil {
+		return nil
+	}
+	return ApplyFactOutgoingLinks(db, projectID, sourceFactKey, sourceConversationID, links)
+}
+
+// LinkCountMap 项目内各 fact 的入/出边计数。
+type LinkCountMap map[string]LinkCounts
+
+// LinkCounts 单 fact 的入/出边数。
+type LinkCounts struct {
+	Outgoing int `json:"outgoing"`
+	Incoming int `json:"incoming"`
+}
+
+// LoadProjectFactLinkCounts 批量加载边计数。
+func LoadProjectFactLinkCounts(db *database.DB, projectID string) (LinkCountMap, error) {
+	edges, err := db.ListProjectFactEdgesByProject(projectID)
+	if err != nil {
+		return nil, err
+	}
+	m := LinkCountMap{}
+	for _, e := range edges {
+		c := m[e.SourceFactKey]
+		c.Outgoing++
+		m[e.SourceFactKey] = c
+		c = m[e.TargetFactKey]
+		c.Incoming++
+		m[e.TargetFactKey] = c
+	}
+	return m, nil
+}

internal/project/fact_edges_test.go

@@ -0,0 +1,296 @@
+package project
+
+import (
+	"path/filepath"
+	"testing"
+
+	"cyberstrike-ai/internal/database"
+
+	"go.uber.org/zap"
+)
+
+func TestParseFactLinksText(t *testing.T) {
+	t.Parallel()
+	inputs, err := ParseFactLinksText("discovered_on: target/api\nleads_to: finding/swagger")
+	if err != nil {
+		t.Fatal(err)
+	}
+	if len(inputs) != 2 {
+		t.Fatalf("want 2 links, got %d", len(inputs))
+	}
+	if inputs[0].Type != "discovered_on" || inputs[0].From != "target/api" {
+		t.Fatalf("unexpected first link: %+v", inputs[0])
+	}
+}
+
+func TestParseFactIncomingLinksText(t *testing.T) {
+	t.Parallel()
+	inputs, err := ParseFactIncomingLinksText("leads_to: finding/swagger\ndepends_on: target/api")
+	if err != nil {
+		t.Fatal(err)
+	}
+	if len(inputs) != 2 {
+		t.Fatalf("want 2 links, got %d", len(inputs))
+	}
+	if inputs[0].Type != "leads_to" || inputs[0].From != "finding/swagger" {
+		t.Fatalf("unexpected first link: %+v", inputs[0])
+	}
+}
+
+func TestFormatFactIncomingLinksText(t *testing.T) {
+	t.Parallel()
+	text := FormatFactIncomingLinksText([]*database.ProjectFactEdge{
+		{EdgeType: "leads_to", SourceFactKey: "finding/a"},
+		{EdgeType: "depends_on", SourceFactKey: "target/b"},
+	})
+	want := "leads_to: finding/a\ndepends_on: target/b"
+	if text != want {
+		t.Fatalf("got %q want %q", text, want)
+	}
+}
+
+func TestParseFactLinkInputsEmptyClears(t *testing.T) {
+	t.Parallel()
+	parsed, err := ParseFactLinkInputs([]interface{}{})
+	if err != nil {
+		t.Fatal(err)
+	}
+	if parsed == nil || parsed.Incoming == nil || len(parsed.Incoming) != 0 {
+		t.Fatalf("empty array should clear incoming links, got %v", parsed)
+	}
+}
+
+func TestParseFactLinkInputsFrom(t *testing.T) {
+	t.Parallel()
+	raw := []interface{}{
+		map[string]interface{}{
+			"from": "target/primary_domain",
+			"type": "discovered_on",
+		},
+	}
+	parsed, err := ParseFactLinkInputs(raw)
+	if err != nil {
+		t.Fatal(err)
+	}
+	if len(parsed.Incoming) != 1 || parsed.Incoming[0].From != "target/primary_domain" {
+		t.Fatalf("unexpected incoming: %+v", parsed.Incoming)
+	}
+}
+
+func TestParseFactLinkInputsRequiresFrom(t *testing.T) {
+	t.Parallel()
+	raw := []interface{}{
+		map[string]interface{}{
+			"to":   "target/primary_domain",
+			"type": "discovered_on",
+		},
+	}
+	_, err := ParseFactLinkInputs(raw)
+	if err == nil {
+		t.Fatal("expected error when from is missing")
+	}
+}
+
+func TestGraphNodeType(t *testing.T) {
+	t.Parallel()
+	if GraphNodeType("chain", "chain/x") != "chain" {
+		t.Fatal("chain category")
+	}
+	if GraphNodeType("finding", "finding/x") != "finding" {
+		t.Fatal("finding category")
+	}
+	if GraphNodeType("exploit", "exploit/x") != "exploit" {
+		t.Fatal("exploit category")
+	}
+	if GraphNodeType("finding", "evidence/x") != "finding" {
+		t.Fatal("category should override evidence key prefix")
+	}
+	if GraphNodeType("note", "target/x") != "note" {
+		t.Fatal("category should override target key prefix")
+	}
+	if GraphNodeType("vuln", "finding/x") != "vulnerability" {
+		t.Fatal("vuln category maps to vulnerability node type")
+	}
+	if GraphNodeType("", "target/x") != "target" {
+		t.Fatal("empty category falls back to target key prefix")
+	}
+}
+
+func TestBuildProjectFactGraphPreservesStoredEdgeDirection(t *testing.T) {
+	dir := t.TempDir()
+	db, err := database.NewDB(filepath.Join(dir, "test.db"), zap.NewNop())
+	if err != nil {
+		t.Fatal(err)
+	}
+	defer db.Close()
+
+	p, err := db.CreateProject(&database.Project{Name: "path-edges"})
+	if err != nil {
+		t.Fatal(err)
+	}
+	for _, spec := range []struct{ key, cat string }{
+		{"target/primary_domain", "target"},
+		{"chain/full_attack_path", "chain"},
+		{"finding/mysql_public", "finding"},
+		{"exploit/mysql_creds_extract", "exploit"},
+	} {
+		if _, err := db.UpsertProjectFact(&database.ProjectFact{
+			ProjectID: p.ID, FactKey: spec.key, Category: spec.cat, Summary: spec.key, Confidence: "confirmed",
+		}); err != nil {
+			t.Fatal(err)
+		}
+	}
+	if err := db.ReplaceIncomingProjectFactEdges(p.ID, "finding/mysql_public", []database.ProjectFactEdgeFromInput{
+		{From: "target/primary_domain", Type: "discovered_on"},
+	}); err != nil {
+		t.Fatal(err)
+	}
+	if err := db.ReplaceIncomingProjectFactEdges(p.ID, "finding/mysql_public", []database.ProjectFactEdgeFromInput{
+		{From: "target/primary_domain", Type: "discovered_on"},
+		{From: "exploit/mysql_creds_extract", Type: "exploits"},
+	}); err != nil {
+		t.Fatal(err)
+	}
+	if err := db.ReplaceIncomingProjectFactEdges(p.ID, "chain/full_attack_path", []database.ProjectFactEdgeFromInput{
+		{From: "target/primary_domain", Type: "discovered_on"},
+	}); err != nil {
+		t.Fatal(err)
+	}
+	if err := db.ReplaceIncomingProjectFactEdges(p.ID, "exploit/mysql_creds_extract", []database.ProjectFactEdgeFromInput{
+		{From: "chain/full_attack_path", Type: "leads_to"},
+	}); err != nil {
+		t.Fatal(err)
+	}
+
+	graph, err := BuildProjectFactGraph(db, p.ID, "path", true)
+	if err != nil {
+		t.Fatal(err)
+	}
+	want := map[string]struct{}{
+		"target/primary_domain|discovered_on|finding/mysql_public":       {},
+		"exploit/mysql_creds_extract|exploits|finding/mysql_public":    {},
+		"target/primary_domain|discovered_on|chain/full_attack_path":   {},
+		"chain/full_attack_path|leads_to|exploit/mysql_creds_extract": {},
+	}
+	for _, e := range graph.Edges {
+		key := e.Source + "|" + e.Type + "|" + e.Target
+		delete(want, key)
+	}
+	if len(want) > 0 {
+		t.Fatalf("missing expected stored-direction edges: %v", want)
+	}
+	countInOut := func(factKey string) (out, in int) {
+		for _, e := range graph.Edges {
+			if e.Source == factKey {
+				out++
+			}
+			if e.Target == factKey {
+				in++
+			}
+		}
+		return out, in
+	}
+	if out, in := countInOut("chain/full_attack_path"); out != 1 || in != 1 {
+		t.Fatalf("chain/full_attack_path want out=1 in=1 got out=%d in=%d", out, in)
+	}
+	if out, in := countInOut("exploit/mysql_creds_extract"); out != 1 || in != 1 {
+		t.Fatalf("exploit/mysql_creds_extract want out=1 in=1 got out=%d in=%d", out, in)
+	}
+}
+
+func TestPersistFactLinksFromUsesFromAsIncoming(t *testing.T) {
+	dir := t.TempDir()
+	db, err := database.NewDB(filepath.Join(dir, "test.db"), zap.NewNop())
+	if err != nil {
+		t.Fatal(err)
+	}
+	defer db.Close()
+
+	p, err := db.CreateProject(&database.Project{Name: "from-links"})
+	if err != nil {
+		t.Fatal(err)
+	}
+	for _, spec := range []struct{ key, cat string }{
+		{"target/primary_domain", "target"},
+		{"finding/sqli", "finding"},
+	} {
+		if _, err := db.UpsertProjectFact(&database.ProjectFact{
+			ProjectID: p.ID, FactKey: spec.key, Category: spec.cat, Summary: spec.key, Confidence: "confirmed",
+		}); err != nil {
+			t.Fatal(err)
+		}
+	}
+	parsed := &ParsedFactLinks{
+		Incoming: []database.ProjectFactEdgeFromInput{
+			{From: "target/primary_domain", Type: "discovered_on"},
+		},
+	}
+	if err := PersistFactLinksFromParsed(db, p.ID, "finding/sqli", "", parsed, false); err != nil {
+		t.Fatal(err)
+	}
+	graph, err := BuildProjectFactGraph(db, p.ID, "path", true)
+	if err != nil {
+		t.Fatal(err)
+	}
+	want := "target/primary_domain|discovered_on|finding/sqli"
+	for _, e := range graph.Edges {
+		key := e.Source + "|" + e.Type + "|" + e.Target
+		if key == want {
+			return
+		}
+	}
+	t.Fatalf("expected edge %s, got %+v", want, graph.Edges)
+}
+
+func TestFormatOutgoingLinksHint(t *testing.T) {
+	t.Parallel()
+	hint := FormatOutgoingLinksHint([]*database.ProjectFactEdge{
+		{EdgeType: "discovered_on", TargetFactKey: "target/a"},
+	})
+	if hint == "" || hint[0] != ' ' {
+		t.Fatalf("unexpected hint: %q", hint)
+	}
+}
+
+func TestReplaceIncomingAllowsNotYetCreatedSource(t *testing.T) {
+	dir := t.TempDir()
+	db, err := database.NewDB(filepath.Join(dir, "test.db"), zap.NewNop())
+	if err != nil {
+		t.Fatal(err)
+	}
+	defer db.Close()
+
+	p, err := db.CreateProject(&database.Project{Name: "parallel-links"})
+	if err != nil {
+		t.Fatal(err)
+	}
+	if _, err := db.UpsertProjectFact(&database.ProjectFact{
+		ProjectID: p.ID, FactKey: "exploit/sqli", Category: "exploit", Summary: "exploit", Confidence: "confirmed",
+	}); err != nil {
+		t.Fatal(err)
+	}
+	if err := db.ReplaceIncomingProjectFactEdges(p.ID, "exploit/sqli", []database.ProjectFactEdgeFromInput{
+		{From: "finding/sqli_endpoint", Type: "exploits"},
+	}); err != nil {
+		t.Fatalf("incoming edge should not require source fact to exist yet: %v", err)
+	}
+	if _, err := db.UpsertProjectFact(&database.ProjectFact{
+		ProjectID: p.ID, FactKey: "finding/sqli_endpoint", Category: "finding", Summary: "finding", Confidence: "confirmed",
+	}); err != nil {
+		t.Fatal(err)
+	}
+	in, err := db.ListIncomingProjectFactEdges(p.ID, "exploit/sqli")
+	if err != nil || len(in) != 1 || in[0].SourceFactKey != "finding/sqli_endpoint" {
+		t.Fatalf("expected persisted edge from finding, got %+v err=%v", in, err)
+	}
+}
+
+func TestValidateProjectFactEdgeType(t *testing.T) {
+	t.Parallel()
+	if err := database.ValidateProjectFactEdgeType("leads_to"); err != nil {
+		t.Fatal(err)
+	}
+	if err := database.ValidateProjectFactEdgeType("invalid"); err == nil {
+		t.Fatal("expected error")
+	}
+}

internal/project/fact_index_links.go

@@ -0,0 +1,231 @@
+package project
+
+import (
+	"fmt"
+	"sort"
+	"strings"
+
+	"cyberstrike-ai/internal/database"
+)
+
+var factIndexEdgeTypeOrder = []string{
+	"discovered_on", "leads_to", "enables", "depends_on", "exploits", "contains", "part_of", "supports",
+}
+
+func filterIndexEdges(edges []*database.ProjectFactEdge) []*database.ProjectFactEdge {
+	if len(edges) == 0 {
+		return nil
+	}
+	out := make([]*database.ProjectFactEdge, 0, len(edges))
+	for _, e := range edges {
+		if e == nil {
+			continue
+		}
+		if strings.EqualFold(strings.TrimSpace(e.Confidence), "deprecated") {
+			continue
+		}
+		edgeType := strings.ToLower(strings.TrimSpace(e.EdgeType))
+		if _, ok := database.ValidProjectFactEdgeTypes[edgeType]; !ok {
+			continue
+		}
+		out = append(out, e)
+	}
+	return out
+}
+
+func edgeConfidenceSuffix(confidence string) string {
+	c := strings.ToLower(strings.TrimSpace(confidence))
+	if c == "" || c == "confirmed" {
+		return ""
+	}
+	return " (" + c + ")"
+}
+
+func formatRelationHintPart(e *database.ProjectFactEdge) string {
+	return fmt.Sprintf("%s←%s%s", e.EdgeType, e.SourceFactKey, edgeConfidenceSuffix(e.Confidence))
+}
+
+func formatOutgoingHintPart(e *database.ProjectFactEdge) string {
+	return fmt.Sprintf("%s→%s%s", e.EdgeType, e.TargetFactKey, edgeConfidenceSuffix(e.Confidence))
+}
+
+func formatIncomingHintPart(e *database.ProjectFactEdge) string {
+	return formatRelationHintPart(e)
+}
+
+func joinEdgeHintParts(edges []*database.ProjectFactEdge, formatter func(*database.ProjectFactEdge) string) string {
+	parts := make([]string, 0, len(edges))
+	for _, e := range edges {
+		parts = append(parts, formatter(e))
+	}
+	return strings.Join(parts, ", ")
+}
+
+// FormatOutgoingLinksHint 黑板索引用出边摘要（全部有效边类型，不截断）。
+func FormatOutgoingLinksHint(edges []*database.ProjectFactEdge) string {
+	edges = filterIndexEdges(edges)
+	if len(edges) == 0 {
+		return ""
+	}
+	return " {出边: " + joinEdgeHintParts(edges, formatOutgoingHintPart) + "}"
+}
+
+// FormatIncomingLinksHint 黑板索引用入边摘要（全部有效边类型，不截断）。
+func FormatIncomingLinksHint(edges []*database.ProjectFactEdge) string {
+	edges = filterIndexEdges(edges)
+	if len(edges) == 0 {
+		return ""
+	}
+	return " {入边: " + joinEdgeHintParts(edges, formatIncomingHintPart) + "}"
+}
+
+// FormatFactIndexLinksHint 黑板索引行内关系边（from → 当前 fact，与 upsert links 一致）。
+func FormatFactIndexLinksHint(_ string, incoming []*database.ProjectFactEdge) string {
+	in := filterIndexEdges(incoming)
+	if len(in) == 0 {
+		return ""
+	}
+	return " {关系边: " + joinEdgeHintParts(in, formatRelationHintPart) + "}"
+}
+
+func indexEdgeGroupMaps(edges []*database.ProjectFactEdge) (outgoing, incoming map[string][]*database.ProjectFactEdge) {
+	outgoing = map[string][]*database.ProjectFactEdge{}
+	incoming = map[string][]*database.ProjectFactEdge{}
+	for _, e := range filterIndexEdges(edges) {
+		outgoing[e.SourceFactKey] = append(outgoing[e.SourceFactKey], e)
+		incoming[e.TargetFactKey] = append(incoming[e.TargetFactKey], e)
+	}
+	return outgoing, incoming
+}
+
+func relationOverviewLine(e *database.ProjectFactEdge) string {
+	return fmt.Sprintf("- %s → %s%s · %s", e.SourceFactKey, e.TargetFactKey, edgeConfidenceSuffix(e.Confidence), e.EdgeType)
+}
+
+func indexEdgeSortKey(e *database.ProjectFactEdge) (int, int, string) {
+	confRank := 0
+	if strings.EqualFold(strings.TrimSpace(e.Confidence), "tentative") {
+		confRank = 1
+	}
+	typeRank := len(factIndexEdgeTypeOrder) + 1
+	for i, t := range factIndexEdgeTypeOrder {
+		if strings.EqualFold(e.EdgeType, t) {
+			typeRank = i
+			break
+		}
+	}
+	return confRank, typeRank, e.SourceFactKey + ">" + e.TargetFactKey + ">" + e.EdgeType
+}
+
+func sortIndexOverviewEdges(edges []*database.ProjectFactEdge) {
+	sort.SliceStable(edges, func(i, j int) bool {
+		ci, ti, ki := indexEdgeSortKey(edges[i])
+		cj, tj, kj := indexEdgeSortKey(edges[j])
+		if ci != cj {
+			return ci < cj
+		}
+		if ti != tj {
+			return ti < tj
+		}
+		return ki < kj
+	})
+}
+
+// BuildFactPathOverviewSection 生成事实关系速览（全部有效边类型，不含 body）。
+func BuildFactPathOverviewSection(edges []*database.ProjectFactEdge, indexedKeys map[string]struct{}, maxRunes int) string {
+	if maxRunes <= 0 {
+		return ""
+	}
+	candidates := filterIndexEdges(edges)
+	if len(candidates) == 0 {
+		return ""
+	}
+	filtered := make([]*database.ProjectFactEdge, 0, len(candidates))
+	for _, e := range candidates {
+		if len(indexedKeys) > 0 {
+			if _, ok := indexedKeys[e.SourceFactKey]; !ok {
+				continue
+			}
+			if _, ok := indexedKeys[e.TargetFactKey]; !ok {
+				continue
+			}
+		}
+		filtered = append(filtered, e)
+	}
+	if len(filtered) == 0 {
+		return ""
+	}
+	sortIndexOverviewEdges(filtered)
+
+	header := "### 攻击路径（事实关系）\n"
+	header += "source → target · type（与攻击路径图/库中方向一致；写入时在目标 fact 的 links 用 from 声明来源）\n"
+	var b strings.Builder
+	b.WriteString(header)
+	used := len([]rune(header))
+	omitted := 0
+
+	for _, e := range filtered {
+		line := relationOverviewLine(e) + "\n"
+		lineRunes := len([]rune(line))
+		if used+lineRunes > maxRunes {
+			omitted++
+			continue
+		}
+		b.WriteString(line)
+		used += lineRunes
+	}
+	if omitted > 0 {
+		extra := fmt.Sprintf("（另有 %d 条关系边未列入，请 get_project_fact 查看完整关系。）\n", omitted)
+		if used+len([]rune(extra)) <= maxRunes {
+			b.WriteString(extra)
+		}
+	}
+	if used <= len([]rune(header)) {
+		return ""
+	}
+	return b.String()
+}
+
+func factIndexSortPriority(f *database.ProjectFact) int {
+	if f == nil {
+		return 0
+	}
+	score := 0
+	if f.Pinned {
+		score += 1000
+	}
+	c := strings.ToLower(strings.TrimSpace(f.Category))
+	switch c {
+	case FactCategoryTarget:
+		score += 400
+	case FactCategoryFinding, FactCategoryChain:
+		score += 300
+	case FactCategoryExploit, FactCategoryPOC:
+		score += 250
+	case "auth", "infra", "business":
+		score += 200
+	case "note":
+		score += 50
+	default:
+		key := strings.ToLower(strings.TrimSpace(f.FactKey))
+		if strings.HasPrefix(key, "target/") {
+			score += 400
+		} else if strings.HasPrefix(key, "finding/") || strings.HasPrefix(key, "chain/") {
+			score += 300
+		}
+	}
+	if strings.EqualFold(strings.TrimSpace(f.Confidence), "confirmed") {
+		score += 80
+	}
+	return score
+}
+
+func sortFactsForIndex(facts []*database.ProjectFact) {
+	sort.SliceStable(facts, func(i, j int) bool {
+		pi, pj := factIndexSortPriority(facts[i]), factIndexSortPriority(facts[j])
+		if pi != pj {
+			return pi > pj
+		}
+		return facts[i].UpdatedAt.After(facts[j].UpdatedAt)
+	})
+}

internal/project/fact_index_links_test.go

@@ -0,0 +1,161 @@
+package project
+
+import (
+	"fmt"
+	"path/filepath"
+	"strings"
+	"testing"
+
+	"cyberstrike-ai/internal/config"
+	"cyberstrike-ai/internal/database"
+
+	"go.uber.org/zap"
+)
+
+func TestFormatIncomingLinksHint(t *testing.T) {
+	t.Parallel()
+	hint := FormatIncomingLinksHint([]*database.ProjectFactEdge{
+		{EdgeType: "discovered_on", SourceFactKey: "finding/x", Confidence: "tentative"},
+	})
+	if !strings.Contains(hint, "入边:") {
+		t.Fatalf("expected 入边 label: %q", hint)
+	}
+	if !strings.Contains(hint, "discovered_on←finding/x") {
+		t.Fatalf("unexpected hint: %q", hint)
+	}
+	if !strings.Contains(hint, "tentative") {
+		t.Fatalf("expected tentative in hint: %q", hint)
+	}
+}
+
+func TestFormatIncomingLinksHint_allEdges(t *testing.T) {
+	t.Parallel()
+	edges := make([]*database.ProjectFactEdge, 0, 5)
+	for i := 1; i <= 5; i++ {
+		edges = append(edges, &database.ProjectFactEdge{
+			EdgeType:      "discovered_on",
+			SourceFactKey: fmt.Sprintf("finding/f%d", i),
+			Confidence:    "tentative",
+		})
+	}
+	hint := FormatIncomingLinksHint(edges)
+	if strings.Contains(hint, "+") {
+		t.Fatalf("should not truncate with +N: %q", hint)
+	}
+	for i := 1; i <= 5; i++ {
+		if !strings.Contains(hint, fmt.Sprintf("finding/f%d", i)) {
+			t.Fatalf("missing edge f%d in hint: %q", i, hint)
+		}
+	}
+}
+
+func TestFormatFactIndexLinksHint_incomingOnly(t *testing.T) {
+	t.Parallel()
+	in := []*database.ProjectFactEdge{
+		{EdgeType: "discovered_on", SourceFactKey: "target/dev", Confidence: "tentative"},
+		{EdgeType: "exploits", SourceFactKey: "exploit/rce", Confidence: "confirmed"},
+	}
+	hint := FormatFactIndexLinksHint("finding/sqli", in)
+	if !strings.Contains(hint, "关系边:") {
+		t.Fatalf("missing 关系边 label: %q", hint)
+	}
+	if !strings.Contains(hint, "discovered_on←target/dev") {
+		t.Fatalf("missing discovered_on: %q", hint)
+	}
+	if !strings.Contains(hint, "exploits←exploit/rce") {
+		t.Fatalf("missing exploits: %q", hint)
+	}
+	if strings.Contains(hint, "出边") || strings.Contains(hint, "入边") {
+		t.Fatalf("should not use legacy 出边/入边 labels: %q", hint)
+	}
+}
+
+func TestFormatFactIndexLinksHint_includesAuxiliaryEdgeTypes(t *testing.T) {
+	t.Parallel()
+	in := []*database.ProjectFactEdge{{EdgeType: "supports", SourceFactKey: "note/log"}}
+	hint := FormatFactIndexLinksHint("finding/x", in)
+	if !strings.Contains(hint, "supports←note/log") {
+		t.Fatalf("supports edge should be included: %q", hint)
+	}
+}
+
+func TestBuildFactPathOverviewSection(t *testing.T) {
+	t.Parallel()
+	edges := []*database.ProjectFactEdge{
+		{EdgeType: "discovered_on", SourceFactKey: "target/dev", TargetFactKey: "finding/sqli", Confidence: "tentative"},
+		{EdgeType: "exploits", SourceFactKey: "exploit/rce", TargetFactKey: "finding/sqli", Confidence: "confirmed"},
+		{EdgeType: "supports", SourceFactKey: "note/log", TargetFactKey: "finding/sqli"},
+	}
+	keys := map[string]struct{}{
+		"target/dev": {}, "finding/sqli": {}, "exploit/rce": {}, "note/log": {},
+	}
+	section := BuildFactPathOverviewSection(edges, keys, 800)
+	if !strings.Contains(section, "### 攻击路径（事实关系）") {
+		t.Fatalf("missing header: %q", section)
+	}
+	if !strings.Contains(section, "target/dev → finding/sqli") {
+		t.Fatalf("missing discovered_on line: %q", section)
+	}
+	if !strings.Contains(section, "exploit/rce → finding/sqli") {
+		t.Fatalf("missing exploits line: %q", section)
+	}
+	if !strings.Contains(section, "note/log → finding/sqli") {
+		t.Fatalf("supports edge should be included: %q", section)
+	}
+}
+
+func TestBuildFactIndexBlock_withLinksAndPathOverview(t *testing.T) {
+	t.Parallel()
+	dbPath := filepath.Join(t.TempDir(), "facts.db")
+	db, err := database.NewDB(dbPath, zap.NewNop())
+	if err != nil {
+		t.Fatal(err)
+	}
+	defer db.Close()
+
+	proj, err := db.CreateProject(&database.Project{Name: "path-proj"})
+	if err != nil {
+		t.Fatal(err)
+	}
+	_, err = db.UpsertProjectFact(&database.ProjectFact{
+		ProjectID:  proj.ID,
+		FactKey:    "target/dev",
+		Category:   "target",
+		Summary:    "dev 子域",
+		Confidence: "confirmed",
+	})
+	if err != nil {
+		t.Fatal(err)
+	}
+	_, err = db.UpsertProjectFact(&database.ProjectFact{
+		ProjectID:  proj.ID,
+		FactKey:    "finding/sqli",
+		Category:   "finding",
+		Summary:    "时间盲注",
+		Confidence: "tentative",
+	})
+	if err != nil {
+		t.Fatal(err)
+	}
+	_, err = db.AddProjectFactEdge(proj.ID, database.ProjectFactEdgeInput{
+		To:   "finding/sqli",
+		Type: "discovered_on",
+	}, "target/dev", "")
+	if err != nil {
+		t.Fatal(err)
+	}
+
+	block, err := BuildFactIndexBlock(db, proj.ID, config.ProjectConfig{Enabled: true, FactIndexMaxRunes: 6500, FactIndexPathMaxRunes: 1000})
+	if err != nil {
+		t.Fatal(err)
+	}
+	if !strings.Contains(block, "关系边: discovered_on←target/dev") {
+		t.Fatalf("finding line should include relation hint: %q", block)
+	}
+	if !strings.Contains(block, "### 攻击路径（事实关系）") {
+		t.Fatalf("missing relation overview: %q", block)
+	}
+	if !strings.Contains(block, "target/dev → finding/sqli") {
+		t.Fatalf("missing overview edge: %q", block)
+	}
+}

internal/project/fact_recording_prompt.go

@@ -1,100 +1,23 @@
 package project
 
-import (
-	"strings"
+import "cyberstrike-ai/internal/projectprompt"
 
-	"cyberstrike-ai/internal/mcp/builtin"
-)
-
-// 边渗透边记录：统一节奏文案（agents/*.md 须与 FactRecordingIncrementalRhythmMarkdown 保持一致）。
-const (
-	factRhythmCore = "勿等会话结束或收尾再批量写入。每**确认**一条新认知（开放端口/服务版本、入口路径、认证态或凭据特征、可利用点或攻击面变化）后，**立即**调用 `upsert_project_fact`（同 fact_key 覆盖更新）。每**验证**出一条可复现漏洞（含 POC/影响）后，**立即**调用 `record_vulnerability`；与事实可各记一次。继续下一步工作前优先落库，避免上下文压缩后细节丢失。未绑项目时说明无法写黑板，仍在本轮保留证据摘要。"
-	factRhythmCoordinatorSuffix = "委派/子任务返回新认知或漏洞时，由协调者及时写入，勿假定子代理已记。"
-	factRhythmSubAgentSuffix      = "若工具集中无上述工具，须在交付物末尾给出「待落库」结构化条目（fact_key 建议、summary、body/POC 要点），供协调者**立即**写入。"
-)
-
-// FactRecordingIncrementalRhythmMarkdown 返回边渗透边记录节奏（Markdown，供 agents/*.md 与文档对齐）。
+// FactRecordingIncrementalRhythmMarkdown 见 projectprompt。
 func FactRecordingIncrementalRhythmMarkdown(coordinator, subAgent bool) string {
-	var b strings.Builder
-	b.WriteString("- **边渗透边记录（强制节奏）**：")
-	b.WriteString(factRhythmCore)
-	if coordinator {
-		b.WriteString(factRhythmCoordinatorSuffix)
-	}
-	if subAgent {
-		b.WriteString(factRhythmSubAgentSuffix)
-	}
-	return b.String()
+	return projectprompt.FactRecordingIncrementalRhythmMarkdown(coordinator, subAgent)
 }
 
-func factRecordingIncrementalRhythmBuiltin(coordinator, subAgent bool) string {
-	var b strings.Builder
-	b.WriteString("- **边渗透边记录（强制节奏）**：勿等会话结束或收尾再批量写入。每**确认**一条新认知（开放端口/服务版本、入口路径、认证态或凭据特征、可利用点或攻击面变化）后，**立即**调用 ")
-	b.WriteString(builtin.ToolUpsertProjectFact)
-	b.WriteString("（同 fact_key 覆盖更新）。每**验证**出一条可复现漏洞（含 POC/影响）后，**立即**调用 ")
-	b.WriteString(builtin.ToolRecordVulnerability)
-	b.WriteString("；与事实可各记一次。继续下一步工作前优先落库，避免上下文压缩后细节丢失。未绑项目时说明无法写黑板，仍在本轮保留证据摘要。")
-	if coordinator {
-		b.WriteString(factRhythmCoordinatorSuffix)
-	}
-	if subAgent {
-		b.WriteString(factRhythmSubAgentSuffix)
-	}
-	return b.String()
-}
-
-// FactRecordingBlackboardSection 项目黑板与漏洞记录的完整系统提示块（单/多 Agent 主代理共用）。
-// coordinatorDelegate 为 true 时追加「协调者代子代理落库」说明（Deep / plan_execute / supervisor）。
+// FactRecordingBlackboardSection 见 projectprompt。
 func FactRecordingBlackboardSection(coordinatorDelegate bool) string {
-	var b strings.Builder
-	b.WriteString("## 项目黑板（事实）与漏洞记录（分离）\n\n")
-	b.WriteString("当前对话若已绑定项目，系统会自动注入「项目黑板索引」（仅 fact_key + 摘要）。**摘要不足时必须调用 ")
-	b.WriteString(builtin.ToolGetProjectFact)
-	b.WriteString("(fact_key) 获取 body，禁止凭摘要臆造细节。**\n\n")
-	b.WriteString(factRecordingIncrementalRhythmBuiltin(coordinatorDelegate, false))
-	b.WriteString("\n\n")
-	b.WriteString("- **环境/目标/认证等认知**（非正式漏洞条目）：使用 ")
-	b.WriteString(builtin.ToolUpsertProjectFact)
-	b.WriteString("，fact_key 建议 `category/slug`（如 target/primary_domain），同 key 覆盖更新；body 记端口/版本/凭据特征与证据来源。\n")
-	b.WriteString("- **发现与利用上下文**（审计复现）：fact_key 建议 finding/、chain/、exploit/、poc/ 前缀；**body 必填**完整攻击链（入口 → 步骤 → 原始请求/响应或命令 → 现象 → 关联 related_vulnerability_id），**禁止仅写结论**；summary 写「什么 + 在哪 + 如何验证」一行要点。\n")
-	b.WriteString("- **可交付漏洞**：使用 ")
-	b.WriteString(builtin.ToolRecordVulnerability)
-	b.WriteString("，含标题、严重程度、类型、目标、证明（POC）、影响、修复建议。记前可先 ")
-	b.WriteString(builtin.ToolListVulnerabilities)
-	b.WriteString(" 查重，详情用 ")
-	b.WriteString(builtin.ToolGetVulnerability)
-	b.WriteString("(id)（默认仅当前项目/会话）。\n")
-	b.WriteString("- 同一发现可能需**各记一次**（事实记**完整攻击链与 exploit 细节**供复现，漏洞记正式 findings）。误报用 ")
-	b.WriteString(builtin.ToolDeprecateProjectFact)
-	b.WriteString(" 或漏洞状态 false_positive。\n")
-	b.WriteString("- 事实多时用 ")
-	b.WriteString(builtin.ToolListProjectFacts)
-	b.WriteString(" / ")
-	b.WriteString(builtin.ToolSearchProjectFacts)
-	b.WriteString(" 检索。\n\n")
-	b.WriteString(FactRecordingGuidanceBlock())
-	b.WriteString("\n\n严重程度：critical / high / medium / low / info。证明须含足够证据（请求响应、截图、命令输出等）。")
-	return b.String()
+	return projectprompt.FactRecordingBlackboardSection(coordinatorDelegate)
 }
 
-// FactRecordingSubAgentSection 子代理边渗透边记录（无工具时输出待落库条目）。
+// FactRecordingSubAgentSection 见 projectprompt。
 func FactRecordingSubAgentSection() string {
-	return "## 边渗透边记录\n\n" + factRecordingIncrementalRhythmBuiltin(false, true) + "\n"
+	return projectprompt.FactRecordingSubAgentSection()
 }
 
-// FactRecordingBlackboardSectionMarkdown 与 FactRecordingBlackboardSection 等价的 Markdown（工具名为字面量，供 agents/*.md）。
+// FactRecordingBlackboardSectionMarkdown 见 projectprompt。
 func FactRecordingBlackboardSectionMarkdown(coordinatorDelegate bool) string {
-	var b strings.Builder
-	b.WriteString("## 项目黑板（事实）与漏洞记录（分离）\n\n")
-	b.WriteString("当前对话若已绑定项目，系统会自动注入「项目黑板索引」（仅 `fact_key` + 摘要）。**摘要不足时必须调用 `get_project_fact(fact_key)` 获取 body，禁止凭摘要臆造细节。**\n\n")
-	b.WriteString(FactRecordingIncrementalRhythmMarkdown(coordinatorDelegate, false))
-	b.WriteString("\n\n")
-	b.WriteString("- **环境/目标/认证等认知**（非正式漏洞）：使用 **`upsert_project_fact`**，`fact_key` 建议 `category/slug`（如 `target/primary_domain`），同 key 覆盖更新；body 记端口/版本/凭据特征与证据来源。\n")
-	b.WriteString("- **发现与利用上下文**（审计复现）：`fact_key` 建议 `finding/`、`chain/`、`exploit/`、`poc/` 前缀；**body 必填**完整攻击链（入口 → 步骤 → 原始请求/响应或命令 → 现象 → 关联 `related_vulnerability_id`），**禁止仅写结论**；summary 写「什么 + 在哪 + 如何验证」一行要点。\n")
-	b.WriteString("- **可交付漏洞**：使用 **`record_vulnerability`**（标题、描述、严重程度、类型、目标、证明 POC、影响、修复建议）。严重程度 critical / high / medium / low / info。\n")
-	b.WriteString("- 同一发现可能需**各记一次**（事实记可复现攻击链，漏洞记正式 findings）。误报用 **`deprecate_project_fact`** 或漏洞状态 false_positive。\n")
-	b.WriteString("- 事实多时用 **`list_project_facts`** / **`search_project_facts`** 检索。\n\n")
-	b.WriteString(FactRecordingGuidanceBlock())
-	b.WriteString("\n\n严重程度：critical / high / medium / low / info。证明须含足够证据（请求响应、截图、命令输出等）。")
-	return b.String()
+	return projectprompt.FactRecordingBlackboardSectionMarkdown(coordinatorDelegate)
 }

internal/project/fact_template.go

@@ -3,6 +3,8 @@ package project
 import (
 	"fmt"
 	"strings"
+
+	"cyberstrike-ai/internal/projectprompt"
 )
 
 // 事实 category 常量（写入 upsert_project_fact 的 category 字段）。
@@ -90,7 +92,8 @@ const attackChainFactBodyTemplate = `## 结论（可验证，一句话）
 
 ## 关联
 - related_vulnerability_id: <可选，对应 record_vulnerability 的 id>
-- 依赖事实: <fact_key，如 auth/session_cookie>
+- links（upsert 参数）: [{ "from": "<fact_key>", "type": "discovered_on|..." }]（from → 当前 fact）
+- 依赖事实（body 可读镜像）: <fact_key，如 auth/session_cookie>
 
 ## 备注与不确定性
 <待验证假设、环境差异、绕过尝试记录>`
@@ -109,15 +112,7 @@ const envFactBodyTemplate = `## 摘要
 
 // FactRecordingGuidanceBlock 写入系统提示：要求事实沉淀攻击链上下文而非仅结论。
 func FactRecordingGuidanceBlock() string {
-	return `### 事实写入规范（审计复现 / 知识沉淀）
-
-- **summary**：索引用一行，须含「什么 + 在哪 + 如何触发/验证」要点，禁止只写结论（如仅写「存在 SQLi」）。
-- **body**：完整可复现上下文，写入 ` + "`upsert_project_fact`" + ` 的 body 字段；索引不含 body，后续会话须靠 ` + "`get_project_fact`" + ` 取回。
-- **category / fact_key 建议**：
-  - 环境认知：` + "`target/`" + `、` + "`auth/`" + `、` + "`infra/`" + `、` + "`business/`" + `（body 用环境模板即可）
-  - 发现与利用：` + "`finding/`" + `、` + "`chain/`" + `、` + "`exploit/`" + `、` + "`poc/`" + `（**必须**用攻击链模板填满 body：入口、逐步攻击链、原始请求/响应或命令、证据、关联漏洞 ID）
-- **与漏洞记录分工**：` + "`record_vulnerability`" + ` 记可交付 findings；事实记**复现所需的全部上下文**（含失败尝试、绕过、依赖会话），二者可各记一次。
-- 更新同一发现时保持相同 ` + "`fact_key`" + ` 覆盖写入，勿散落多个 key 导致上下文丢失。`
+	return projectprompt.FactRecordingGuidanceBlock()
 }
 
 // SparseBodyWarning 攻击链类事实 body 不足时的工具返回提示（不阻断保存）。

internal/project/vision_image_prompt.go

@@ -2,10 +2,14 @@ package project
 
 import "strings"
 
+// VisionImageSectionMarker 图片分析 section 标题（与 AppendVisionImageAnalysisIfReady 注入一致）。
+const VisionImageSectionMarker = "## 图片分析"
+
 // VisionImageAnalysisSection 单/多代理共用的图片分析提示（analyze_image；上下文仅保留文字摘要）。
 func VisionImageAnalysisSection() string {
 	var b strings.Builder
-	b.WriteString("## 图片分析\n\n")
+	b.WriteString(VisionImageSectionMarker)
+	b.WriteString("\n\n")
 	b.WriteString("- 遇到图片文件（截图、验证码、登录页、报告配图）时，若存在工具 analyze_image，请传入服务器上的文件路径进行分析。\n")
 	b.WriteString("- 不要对二进制图片使用 read_file 指望理解内容；用户消息中「📎 xxx.png: /path」即为可传给 analyze_image 的路径。\n")
 	b.WriteString("- 验证码类：若已从页面或接口保存为本地图片（如 captcha.png），用 analyze_image，question 写明「只输出验证码字符」；识别失败则刷新验证码后重新保存再识；复杂滑块/行为验证码勿指望单次识图成功。\n")

internal/projectprompt/blackboard.go

@@ -0,0 +1,132 @@
+// Package projectprompt 提供项目黑板相关的系统提示文本（纯字符串，无 database 依赖）。
+// 供 agent / multiagent 等包引用，避免 agent → project 导入环导致 gopls 元数据失败。
+package projectprompt
+
+import (
+	"strings"
+
+	"cyberstrike-ai/internal/mcp/builtin"
+)
+
+const (
+	factRhythmCore = "勿等会话结束或收尾再批量写入。每**确认**一条新认知（开放端口/服务版本、入口路径、认证态或凭据特征、可利用点或攻击面变化）后，**立即**调用 `upsert_project_fact`（同 fact_key 覆盖更新）。每**验证**出一条可复现漏洞（含 POC/影响）后，**立即**调用 `record_vulnerability`；与事实可各记一次。继续下一步工作前优先落库，避免上下文压缩后细节丢失。未绑项目时说明无法写黑板，仍在本轮保留证据摘要。"
+	factRhythmCoordinatorSuffix = "委派/子任务返回新认知或漏洞时，由协调者及时写入，勿假定子代理已记。"
+	factRhythmSubAgentSuffix    = "若工具集中无上述工具，须在交付物末尾给出「待落库」结构化条目（fact_key 建议、summary、body/POC 要点），供协调者**立即**写入。"
+)
+
+// FactRecordingIncrementalRhythmMarkdown 返回边渗透边记录节奏（Markdown，供 agents/*.md 与文档对齐）。
+func FactRecordingIncrementalRhythmMarkdown(coordinator, subAgent bool) string {
+	var b strings.Builder
+	b.WriteString("- **边渗透边记录（强制节奏）**：")
+	b.WriteString(factRhythmCore)
+	if coordinator {
+		b.WriteString(factRhythmCoordinatorSuffix)
+	}
+	if subAgent {
+		b.WriteString(factRhythmSubAgentSuffix)
+	}
+	return b.String()
+}
+
+func factRecordingIncrementalRhythmBuiltin(coordinator, subAgent bool) string {
+	var b strings.Builder
+	b.WriteString("- **边渗透边记录（强制节奏）**：勿等会话结束或收尾再批量写入。每**确认**一条新认知（开放端口/服务版本、入口路径、认证态或凭据特征、可利用点或攻击面变化）后，**立即**调用 ")
+	b.WriteString(builtin.ToolUpsertProjectFact)
+	b.WriteString("（同 fact_key 覆盖更新）。每**验证**出一条可复现漏洞（含 POC/影响）后，**立即**调用 ")
+	b.WriteString(builtin.ToolRecordVulnerability)
+	b.WriteString("；与事实可各记一次。继续下一步工作前优先落库，避免上下文压缩后细节丢失。未绑项目时说明无法写黑板，仍在本轮保留证据摘要。")
+	if coordinator {
+		b.WriteString(factRhythmCoordinatorSuffix)
+	}
+	if subAgent {
+		b.WriteString(factRhythmSubAgentSuffix)
+	}
+	return b.String()
+}
+
+func factEdgeRecordingGuidance() string {
+	return `### 事实关系边（links）
+
+- 写入 **finding / chain / exploit / poc** 时，**必须**在 ` + "`upsert_project_fact`" + ` 中提供 ` + "`links`" + `（**推荐 ` + "`from`" + `**：来源 fact 指向当前 fact，即 ` + "`from`" + ` → 当前 ` + "`fact_key`" + `）。
+- **最少要求**：finding 类至少 1 条 from=target/* + type=discovered_on（即 target → finding）；在 finding 上记录 exploit 用 from=exploit/* + type=exploits（即 exploit → finding）。
+- **常用 type**：` + "`discovered_on`" + `（发现在哪）、` + "`depends_on`" + `（复现前置）、` + "`leads_to`" + `（认知推进）、` + "`enables`" + `（扩大攻击面）、` + "`exploits`" + `（利用关系）、` + "`contains`" + `（资产包含）、` + "`part_of`" + `（属于链/组）、` + "`supports`" + `（证据支撑）。
+- 更新时：**省略 links 保留已有边**；传入 links 则**替换**全部关系边（from → 当前 fact）。
+- body 中「依赖事实」段落可与 links 并存（人读）；结构化关系以 links 为准。`
+}
+
+func factRecordingGuidanceBlock() string {
+	return `### 事实写入规范（审计复现 / 知识沉淀）
+
+- **summary**：索引用一行，须含「什么 + 在哪 + 如何触发/验证」要点，禁止只写结论（如仅写「存在 SQLi」）。
+- **body**：完整可复现上下文，写入 ` + "`upsert_project_fact`" + ` 的 body 字段；索引不含 body，后续会话须靠 ` + "`get_project_fact`" + ` 取回。
+- **category / fact_key 建议**：
+  - 环境认知：` + "`target/`" + `、` + "`auth/`" + `、` + "`infra/`" + `、` + "`business/`" + `（body 用环境模板即可）
+  - 发现与利用：` + "`finding/`" + `、` + "`chain/`" + `、` + "`exploit/`" + `、` + "`poc/`" + `（**必须**用攻击链模板填满 body：入口、逐步攻击链、原始请求/响应或命令、证据、关联漏洞 ID）
+- **与漏洞记录分工**：` + "`record_vulnerability`" + ` 记可交付 findings；事实记**复现所需的全部上下文**（含失败尝试、绕过、依赖会话），二者可各记一次。
+- 更新同一发现时保持相同 ` + "`fact_key`" + ` 覆盖写入，勿散落多个 key 导致上下文丢失。`
+}
+
+// FactRecordingBlackboardSection 项目黑板与漏洞记录的完整系统提示块（单/多 Agent 主代理共用）。
+func FactRecordingBlackboardSection(coordinatorDelegate bool) string {
+	var b strings.Builder
+	b.WriteString("## 项目黑板（事实）与漏洞记录（分离）\n\n")
+	b.WriteString("当前对话若已绑定项目，系统会自动注入「项目黑板索引」（仅 fact_key + 摘要）。**摘要不足时必须调用 ")
+	b.WriteString(builtin.ToolGetProjectFact)
+	b.WriteString("(fact_key) 获取 body，禁止凭摘要臆造细节。**\n\n")
+	b.WriteString(factRecordingIncrementalRhythmBuiltin(coordinatorDelegate, false))
+	b.WriteString("\n\n")
+	b.WriteString("- **环境/目标/认证等认知**（非正式漏洞条目）：使用 ")
+	b.WriteString(builtin.ToolUpsertProjectFact)
+	b.WriteString("，fact_key 建议 `category/slug`（如 target/primary_domain），同 key 覆盖更新；body 记端口/版本/凭据特征与证据来源。\n")
+	b.WriteString("- **发现与利用上下文**（审计复现）：fact_key 建议 finding/、chain/、exploit/、poc/ 前缀；**body 必填**完整攻击链（入口 → 步骤 → 原始请求/响应或命令 → 现象 → 关联 related_vulnerability_id），**禁止仅写结论**；summary 写「什么 + 在哪 + 如何验证」一行要点。\n")
+	b.WriteString("- **可交付漏洞**：使用 ")
+	b.WriteString(builtin.ToolRecordVulnerability)
+	b.WriteString("，含标题、严重程度、类型、目标、证明（POC）、影响、修复建议。记前可先 ")
+	b.WriteString(builtin.ToolListVulnerabilities)
+	b.WriteString(" 查重，详情用 ")
+	b.WriteString(builtin.ToolGetVulnerability)
+	b.WriteString("(id)（默认仅当前项目/会话）。\n")
+	b.WriteString("- 同一发现可能需**各记一次**（事实记**完整攻击链与 exploit 细节**供复现，漏洞记正式 findings）。误报用 ")
+	b.WriteString(builtin.ToolDeprecateProjectFact)
+	b.WriteString(" 或漏洞状态 false_positive。\n")
+	b.WriteString("- 事实多时用 ")
+	b.WriteString(builtin.ToolListProjectFacts)
+	b.WriteString(" / ")
+	b.WriteString(builtin.ToolSearchProjectFacts)
+	b.WriteString(" 检索。\n\n")
+	b.WriteString(factEdgeRecordingGuidance())
+	b.WriteString("\n\n")
+	b.WriteString(factRecordingGuidanceBlock())
+	b.WriteString("\n\n严重程度：critical / high / medium / low / info。证明须含足够证据（请求响应、截图、命令输出等）。")
+	return b.String()
+}
+
+// FactRecordingSubAgentSection 子代理边渗透边记录（无工具时输出待落库条目）。
+func FactRecordingSubAgentSection() string {
+	return "## 边渗透边记录\n\n" + factRecordingIncrementalRhythmBuiltin(false, true) + "\n"
+}
+
+// FactRecordingBlackboardSectionMarkdown 与 FactRecordingBlackboardSection 等价的 Markdown（工具名为字面量，供 agents/*.md）。
+func FactRecordingBlackboardSectionMarkdown(coordinatorDelegate bool) string {
+	var b strings.Builder
+	b.WriteString("## 项目黑板（事实）与漏洞记录（分离）\n\n")
+	b.WriteString("当前对话若已绑定项目，系统会自动注入「项目黑板索引」（仅 `fact_key` + 摘要）。**摘要不足时必须调用 `get_project_fact(fact_key)` 获取 body，禁止凭摘要臆造细节。**\n\n")
+	b.WriteString(FactRecordingIncrementalRhythmMarkdown(coordinatorDelegate, false))
+	b.WriteString("\n\n")
+	b.WriteString("- **环境/目标/认证等认知**（非正式漏洞）：使用 **`upsert_project_fact`**，`fact_key` 建议 `category/slug`（如 `target/primary_domain`），同 key 覆盖更新；body 记端口/版本/凭据特征与证据来源。\n")
+	b.WriteString("- **发现与利用上下文**（审计复现）：`fact_key` 建议 `finding/`、`chain/`、`exploit/`、`poc/` 前缀；**body 必填**完整攻击链（入口 → 步骤 → 原始请求/响应或命令 → 现象 → 关联 `related_vulnerability_id`），**禁止仅写结论**；summary 写「什么 + 在哪 + 如何验证」一行要点。\n")
+	b.WriteString("- **可交付漏洞**：使用 **`record_vulnerability`**（标题、描述、严重程度、类型、目标、证明 POC、影响、修复建议）。严重程度 critical / high / medium / low / info。\n")
+	b.WriteString("- 同一发现可能需**各记一次**（事实记可复现攻击链，漏洞记正式 findings）。误报用 **`deprecate_project_fact`** 或漏洞状态 false_positive。\n")
+	b.WriteString("- 事实多时用 **`list_project_facts`** / **`search_project_facts`** 检索。\n\n")
+	b.WriteString(factEdgeRecordingGuidance())
+	b.WriteString("\n\n")
+	b.WriteString(factRecordingGuidanceBlock())
+	b.WriteString("\n\n严重程度：critical / high / medium / low / info。证明须含足够证据（请求响应、截图、命令输出等）。")
+	return b.String()
+}
+
+// FactEdgeRecordingGuidance 写入边时的 Agent 规范（供 project 包复用）。
+func FactEdgeRecordingGuidance() string { return factEdgeRecordingGuidance() }
+
+// FactRecordingGuidanceBlock 事实写入规范块（供 project 包复用）。
+func FactRecordingGuidanceBlock() string { return factRecordingGuidanceBlock() }

internal/reasoning/eino.go

@@ -84,8 +84,9 @@ func ApplyToEinoChatModelConfig(cfg *einoopenai.ChatModelConfig, oa *config.Open
 	}
 }
 
-// applyClaudeExtendedThinking sets Anthropic Messages API `thinking` when absent from ExtraRequestFields.
-// Uses adaptive + summarized display by default (per Anthropic guidance for Claude 4.x); Sonnet 3.7 uses enabled+budget.
+// applyClaudeExtendedThinking sets Anthropic Messages API fields per official guidance:
+//   - Adaptive models (4.6+): thinking.type=adaptive; output_config.effort only when user sets effort (API default is high).
+//   - Sonnet 3.7: thinking.type=enabled + budget_tokens=10000 (doc example); effort is not mapped — use extra_request_fields for custom budget.
 func applyClaudeExtendedThinking(cfg *einoopenai.ChatModelConfig, mode, effort, model string) {
 	if cfg == nil || mode == "off" {
 		return
@@ -93,31 +94,60 @@ func applyClaudeExtendedThinking(cfg *einoopenai.ChatModelConfig, mode, effort,
 	if cfg.ExtraFields == nil {
 		cfg.ExtraFields = make(map[string]any)
 	}
-	if _, exists := cfg.ExtraFields["thinking"]; exists {
-		return
-	}
 	m := strings.ToLower(strings.TrimSpace(model))
-	thinking := map[string]any{
-		"type":    "adaptive",
-		"display": "summarized",
+	sonnet37 := isClaudeSonnet37(m)
+
+	if _, exists := cfg.ExtraFields["thinking"]; !exists {
+		cfg.ExtraFields["thinking"] = claudeThinkingForModel(m, sonnet37)
 	}
-	// Sonnet 3.7: manual extended thinking is the documented path.
-	if strings.Contains(m, "claude-3-7-sonnet") || strings.Contains(m, "3-7-sonnet") || strings.Contains(m, "sonnet-3.7") {
-		thinking = map[string]any{
+
+	applyClaudeOutputConfigEffort(cfg, effort, sonnet37)
+}
+
+// claudeSonnet37DefaultBudgetTokens matches Anthropic extended-thinking documentation examples (budget_tokens with max_tokens 16000).
+const claudeSonnet37DefaultBudgetTokens = 10000
+
+func isClaudeSonnet37(m string) bool {
+	return strings.Contains(m, "claude-3-7-sonnet") ||
+		strings.Contains(m, "3-7-sonnet") ||
+		strings.Contains(m, "sonnet-3.7")
+}
+
+func claudeThinkingForModel(m string, sonnet37 bool) map[string]any {
+	if sonnet37 {
+		return map[string]any{
 			"type":          "enabled",
-			"budget_tokens": 10000,
+			"budget_tokens": claudeSonnet37DefaultBudgetTokens,
 			"display":       "summarized",
 		}
 	}
-	// Opus 4.7+: manual enabled+budget rejected — keep adaptive only.
+	// Opus 4.7+: manual enabled+budget rejected — adaptive only.
 	if strings.Contains(m, "opus-4-7") || strings.Contains(m, "opus-4.7") {
-		thinking = map[string]any{
+		return map[string]any{
 			"type":    "adaptive",
 			"display": "summarized",
 		}
 	}
-	_ = effort // reserved: map to Anthropic effort / output_config when API stabilizes in one place
-	cfg.ExtraFields["thinking"] = thinking
+	return map[string]any{
+		"type":    "adaptive",
+		"display": "summarized",
+	}
+}
+
+// applyClaudeOutputConfigEffort sets top-level output_config.effort only when effort is explicitly configured.
+// Omitted effort uses the API default (high); do not inject effort on mode:on alone.
+func applyClaudeOutputConfigEffort(cfg *einoopenai.ChatModelConfig, effort string, sonnet37 bool) {
+	if cfg == nil || sonnet37 {
+		return
+	}
+	if _, exists := cfg.ExtraFields["output_config"]; exists {
+		return
+	}
+	e := effortStringForAPI(effort)
+	if e == "" {
+		return
+	}
+	cfg.ExtraFields["output_config"] = map[string]any{"effort": e}
 }
 
 func effectiveMode(sr *config.OpenAIReasoningConfig, client *ClientIntent, allowClient bool) string {

internal/reasoning/eino_test.go

@@ -80,3 +80,80 @@ func TestApplyOpenAICompat_maxPassthrough(t *testing.T) {
 		t.Fatalf("max effort wire=%q, want max", got)
 	}
 }
+
+func TestApplyClaude_adaptiveOutputConfigEffort(t *testing.T) {
+	cfg := &einoopenai.ChatModelConfig{}
+	oa := &config.OpenAIConfig{
+		Provider: "claude",
+		Model:    "claude-opus-4-8",
+		Reasoning: config.OpenAIReasoningConfig{
+			Mode:   "on",
+			Effort: "xhigh",
+		},
+	}
+	ApplyToEinoChatModelConfig(cfg, oa, nil)
+	th, ok := cfg.ExtraFields["thinking"].(map[string]any)
+	if !ok || th["type"] != "adaptive" {
+		t.Fatalf("thinking=%#v", cfg.ExtraFields["thinking"])
+	}
+	oc, ok := cfg.ExtraFields["output_config"].(map[string]any)
+	if !ok {
+		t.Fatal("expected output_config")
+	}
+	if oc["effort"] != "xhigh" {
+		t.Fatalf("effort=%v", oc["effort"])
+	}
+}
+
+func TestApplyClaude_sonnet37OfficialBudget(t *testing.T) {
+	cfg := &einoopenai.ChatModelConfig{}
+	oa := &config.OpenAIConfig{
+		Provider: "claude",
+		Model:    "claude-3-7-sonnet-latest",
+		Reasoning: config.OpenAIReasoningConfig{
+			Mode:   "on",
+			Effort: "low", // 3.7 has no output_config.effort; effort is not mapped to budget_tokens
+		},
+	}
+	ApplyToEinoChatModelConfig(cfg, oa, nil)
+	th, ok := cfg.ExtraFields["thinking"].(map[string]any)
+	if !ok || th["type"] != "enabled" {
+		t.Fatalf("thinking=%#v", cfg.ExtraFields["thinking"])
+	}
+	if th["budget_tokens"] != claudeSonnet37DefaultBudgetTokens {
+		t.Fatalf("budget_tokens=%v, want official example %d", th["budget_tokens"], claudeSonnet37DefaultBudgetTokens)
+	}
+	if _, hasOC := cfg.ExtraFields["output_config"]; hasOC {
+		t.Fatal("sonnet 3.7 should not set output_config")
+	}
+}
+
+func TestApplyClaude_onWithoutEffortOmitsOutputConfig(t *testing.T) {
+	cfg := &einoopenai.ChatModelConfig{}
+	oa := &config.OpenAIConfig{
+		Provider: "claude",
+		Model:    "claude-sonnet-4-6",
+		Reasoning: config.OpenAIReasoningConfig{
+			Mode: "on",
+		},
+	}
+	ApplyToEinoChatModelConfig(cfg, oa, nil)
+	if _, hasOC := cfg.ExtraFields["output_config"]; hasOC {
+		t.Fatal("on without explicit effort should omit output_config (API default high)")
+	}
+}
+
+func TestApplyClaude_autoWithoutEffortSkipsOutputConfig(t *testing.T) {
+	cfg := &einoopenai.ChatModelConfig{}
+	oa := &config.OpenAIConfig{
+		Provider: "claude",
+		Model:    "claude-sonnet-4-6",
+		Reasoning: config.OpenAIReasoningConfig{
+			Mode: "auto",
+		},
+	}
+	ApplyToEinoChatModelConfig(cfg, oa, nil)
+	if _, hasOC := cfg.ExtraFields["output_config"]; hasOC {
+		t.Fatal("auto without effort should omit output_config")
+	}
+}

internal/security/executor.go

@@ -16,7 +16,6 @@ import (
 
 	"cyberstrike-ai/internal/config"
 	"cyberstrike-ai/internal/mcp"
-	"cyberstrike-ai/internal/storage"
 
 	"github.com/creack/pty"
 	"go.uber.org/zap"
@@ -33,44 +32,25 @@ var ToolOutputCallbackCtxKey = toolOutputCallbackCtxKey{}
 
 // Executor 安全工具执行器
 type Executor struct {
-	config        *config.SecurityConfig
-	toolIndex     map[string]*config.ToolConfig // 工具索引，用于 O(1) 查找
-	mcpServer     *mcp.Server
-	logger        *zap.Logger
-	resultStorage ResultStorage // 结果存储（用于查询工具）
-}
-
-// ResultStorage 结果存储接口（直接使用 storage 包的类型）
-type ResultStorage interface {
-	SaveResult(executionID string, toolName string, result string) error
-	GetResult(executionID string) (string, error)
-	GetResultPage(executionID string, page int, limit int) (*storage.ResultPage, error)
-	SearchResult(executionID string, keyword string, useRegex bool) ([]string, error)
-	FilterResult(executionID string, filter string, useRegex bool) ([]string, error)
-	GetResultMetadata(executionID string) (*storage.ResultMetadata, error)
-	GetResultPath(executionID string) string
-	DeleteResult(executionID string) error
+	config    *config.SecurityConfig
+	toolIndex map[string]*config.ToolConfig // 工具索引，用于 O(1) 查找
+	mcpServer *mcp.Server
+	logger    *zap.Logger
 }
 
 // NewExecutor 创建新的执行器
 func NewExecutor(cfg *config.SecurityConfig, mcpServer *mcp.Server, logger *zap.Logger) *Executor {
 	executor := &Executor{
-		config:        cfg,
-		toolIndex:     make(map[string]*config.ToolConfig),
-		mcpServer:     mcpServer,
-		logger:        logger,
-		resultStorage: nil, // 稍后通过 SetResultStorage 设置
+		config:    cfg,
+		toolIndex: make(map[string]*config.ToolConfig),
+		mcpServer: mcpServer,
+		logger:    logger,
 	}
 	// 构建工具索引
 	executor.buildToolIndex()
 	return executor
 }
 
-// SetResultStorage 设置结果存储
-func (e *Executor) SetResultStorage(storage ResultStorage) {
-	e.resultStorage = storage
-}
-
 // buildToolIndex 构建工具索引，将 O(n) 查找优化为 O(1)
 func (e *Executor) buildToolIndex() {
 	e.toolIndex = make(map[string]*config.ToolConfig)
@@ -1245,238 +1225,22 @@ func runCommandWithPTY(ctx context.Context, cmd *exec.Cmd, cb ToolOutputCallback
 
 // executeInternalTool 执行内部工具（不执行外部命令）
 func (e *Executor) executeInternalTool(ctx context.Context, toolName string, command string, args map[string]interface{}) (*mcp.ToolResult, error) {
-	// 提取内部工具类型（去掉 "internal:" 前缀）
 	internalToolType := strings.TrimPrefix(command, "internal:")
-
-	e.logger.Info("执行内部工具",
+	e.logger.Warn("未知的内部工具",
 		zap.String("toolName", toolName),
 		zap.String("internalToolType", internalToolType),
-		zap.Any("args", args),
 	)
-
-	// 根据内部工具类型分发处理
-	switch internalToolType {
-	case "query_execution_result":
-		return e.executeQueryExecutionResult(ctx, args)
-	default:
-		return &mcp.ToolResult{
-			Content: []mcp.Content{
-				{
-					Type: "text",
-					Text: fmt.Sprintf("错误: 未知的内部工具类型: %s", internalToolType),
-				},
-			},
-			IsError: true,
-		}, nil
-	}
-}
-
-// executeQueryExecutionResult 执行查询执行结果工具
-func (e *Executor) executeQueryExecutionResult(ctx context.Context, args map[string]interface{}) (*mcp.ToolResult, error) {
-	// 获取 execution_id 参数
-	executionID, ok := args["execution_id"].(string)
-	if !ok || executionID == "" {
-		return &mcp.ToolResult{
-			Content: []mcp.Content{
-				{
-					Type: "text",
-					Text: "错误: execution_id 参数必需且不能为空",
-				},
-			},
-			IsError: true,
-		}, nil
-	}
-
-	// 获取可选参数
-	page := 1
-	if p, ok := args["page"].(float64); ok {
-		page = int(p)
-	}
-	if page < 1 {
-		page = 1
-	}
-
-	limit := 100
-	if l, ok := args["limit"].(float64); ok {
-		limit = int(l)
-	}
-	if limit < 1 {
-		limit = 100
-	}
-	if limit > 500 {
-		limit = 500 // 限制最大每页行数
-	}
-
-	search := ""
-	if s, ok := args["search"].(string); ok {
-		search = s
-	}
-
-	filter := ""
-	if f, ok := args["filter"].(string); ok {
-		filter = f
-	}
-
-	useRegex := false
-	if r, ok := args["use_regex"].(bool); ok {
-		useRegex = r
-	}
-
-	// 检查结果存储是否可用
-	if e.resultStorage == nil {
-		return &mcp.ToolResult{
-			Content: []mcp.Content{
-				{
-					Type: "text",
-					Text: "错误: 结果存储未初始化",
-				},
-			},
-			IsError: true,
-		}, nil
-	}
-
-	// 执行查询
-	var resultPage *storage.ResultPage
-	var err error
-
-	if search != "" {
-		// 搜索模式
-		matchedLines, err := e.resultStorage.SearchResult(executionID, search, useRegex)
-		if err != nil {
-			return &mcp.ToolResult{
-				Content: []mcp.Content{
-					{
-						Type: "text",
-						Text: fmt.Sprintf("搜索失败: %v", err),
-					},
-				},
-				IsError: true,
-			}, nil
-		}
-		// 对搜索结果进行分页
-		resultPage = paginateLines(matchedLines, page, limit)
-	} else if filter != "" {
-		// 过滤模式
-		filteredLines, err := e.resultStorage.FilterResult(executionID, filter, useRegex)
-		if err != nil {
-			return &mcp.ToolResult{
-				Content: []mcp.Content{
-					{
-						Type: "text",
-						Text: fmt.Sprintf("过滤失败: %v", err),
-					},
-				},
-				IsError: true,
-			}, nil
-		}
-		// 对过滤结果进行分页
-		resultPage = paginateLines(filteredLines, page, limit)
-	} else {
-		// 普通分页查询
-		resultPage, err = e.resultStorage.GetResultPage(executionID, page, limit)
-		if err != nil {
-			return &mcp.ToolResult{
-				Content: []mcp.Content{
-					{
-						Type: "text",
-						Text: fmt.Sprintf("查询失败: %v", err),
-					},
-				},
-				IsError: true,
-			}, nil
-		}
-	}
-
-	// 获取元信息
-	metadata, err := e.resultStorage.GetResultMetadata(executionID)
-	if err != nil {
-		// 元信息获取失败不影响查询结果
-		e.logger.Warn("获取结果元信息失败", zap.Error(err))
-	}
-
-	// 格式化返回结果
-	var sb strings.Builder
-	sb.WriteString(fmt.Sprintf("查询结果 (执行ID: %s)\n", executionID))
-
-	if metadata != nil {
-		sb.WriteString(fmt.Sprintf("工具: %s | 大小: %d 字节 (%.2f KB) | 总行数: %d\n",
-			metadata.ToolName, metadata.TotalSize, float64(metadata.TotalSize)/1024, metadata.TotalLines))
-	}
-
-	sb.WriteString(fmt.Sprintf("第 %d/%d 页，每页 %d 行，共 %d 行\n\n",
-		resultPage.Page, resultPage.TotalPages, resultPage.Limit, resultPage.TotalLines))
-
-	if len(resultPage.Lines) == 0 {
-		sb.WriteString("没有找到匹配的结果。\n")
-	} else {
-		for i, line := range resultPage.Lines {
-			lineNum := (resultPage.Page-1)*resultPage.Limit + i + 1
-			sb.WriteString(fmt.Sprintf("%d: %s\n", lineNum, line))
-		}
-	}
-
-	sb.WriteString("\n")
-	if resultPage.Page < resultPage.TotalPages {
-		sb.WriteString(fmt.Sprintf("提示: 使用 page=%d 查看下一页", resultPage.Page+1))
-		if search != "" {
-			sb.WriteString(fmt.Sprintf("，或使用 search=\"%s\" 继续搜索", search))
-			if useRegex {
-				sb.WriteString(" (正则模式)")
-			}
-		}
-		if filter != "" {
-			sb.WriteString(fmt.Sprintf("，或使用 filter=\"%s\" 继续过滤", filter))
-			if useRegex {
-				sb.WriteString(" (正则模式)")
-			}
-		}
-		sb.WriteString("\n")
-	}
-
 	return &mcp.ToolResult{
 		Content: []mcp.Content{
 			{
 				Type: "text",
-				Text: sb.String(),
+				Text: fmt.Sprintf("错误: 未知的内部工具类型: %s", internalToolType),
 			},
 		},
-		IsError: false,
+		IsError: true,
 	}, nil
 }
 
-// paginateLines 对行列表进行分页
-func paginateLines(lines []string, page int, limit int) *storage.ResultPage {
-	totalLines := len(lines)
-	totalPages := (totalLines + limit - 1) / limit
-	if page < 1 {
-		page = 1
-	}
-	if page > totalPages && totalPages > 0 {
-		page = totalPages
-	}
-
-	start := (page - 1) * limit
-	end := start + limit
-	if end > totalLines {
-		end = totalLines
-	}
-
-	var pageLines []string
-	if start < totalLines {
-		pageLines = lines[start:end]
-	} else {
-		pageLines = []string{}
-	}
-
-	return &storage.ResultPage{
-		Lines:      pageLines,
-		Page:       page,
-		Limit:      limit,
-		TotalLines: totalLines,
-		TotalPages: totalPages,
-	}
-}
-
 // buildInputSchema 构建输入模式
 func (e *Executor) buildInputSchema(toolConfig *config.ToolConfig) map[string]interface{} {
 	schema := map[string]interface{}{