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feat: Add LLM analysis workflow and ruff linter fixes
LLM Analysis Workflow: - Add llm_analyzer module for AI-powered code security analysis - Add llm_analysis workflow with SARIF output support - Mount AI module in Python worker for A2A wrapper access - Add a2a-sdk dependency to Python worker requirements - Fix workflow parameter ordering in Temporal manager Ruff Linter Fixes: - Fix bare except clauses (E722) across AI and CLI modules - Add noqa comments for intentional late imports (E402) - Replace undefined get_ai_status_async with TODO placeholder - Remove unused imports and variables - Remove container diagnostics display from exception handler MCP Configuration: - Reactivate FUZZFORGE_MCP_URL with default value - Set default MCP URL to http://localhost:8010/mcp in init
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@@ -181,15 +181,18 @@ class TemporalManager:
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# Prepare workflow input arguments
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workflow_params = workflow_params or {}
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# Build args list: [target_id, ...workflow_params values]
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# Build args list: [target_id, ...workflow_params in schema order]
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# The workflow parameters are passed as individual positional args
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workflow_args = [target_id]
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# Add parameters in order based on workflow signature
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# For security_assessment: scanner_config, analyzer_config, reporter_config
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# For atheris_fuzzing: target_file, max_iterations, timeout_seconds
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if workflow_params:
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workflow_args.extend(workflow_params.values())
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# Add parameters in order based on metadata schema
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# This ensures parameters match the workflow signature order
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if workflow_params and 'parameters' in workflow_info.metadata:
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param_schema = workflow_info.metadata['parameters'].get('properties', {})
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# Iterate parameters in schema order and add values
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for param_name in param_schema.keys():
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param_value = workflow_params.get(param_name)
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workflow_args.append(param_value)
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# Determine task queue from workflow vertical
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vertical = workflow_info.metadata.get("vertical", "default")
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@@ -199,6 +202,8 @@ class TemporalManager:
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f"Starting workflow: {workflow_name} "
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f"(id={workflow_id}, queue={task_queue}, target={target_id})"
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)
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logger.info(f"DEBUG: workflow_args = {workflow_args}")
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logger.info(f"DEBUG: workflow_params received = {workflow_params}")
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try:
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# Start workflow execution with positional arguments
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