8020 lines
308 KiB
Markdown
8020 lines
308 KiB
Markdown
# Master Agent System Configuration
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# Master Agent for LLM orchestration - analyzes tasks, creates plans, delegates to agents, manages simple state
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---
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#
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# 3. INTELLIGENT ORCHESTRATION
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# - Manage complex workflows with parallel and sequential task execution
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# - Handle resource allocation and conflict resolution between agents
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# - Provide fallback strategies when primary agents fail
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# - Optimize performance through intelligent task scheduling
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#
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# 4. STATE MANAGEMENT & PROTECTION
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# - Maintain system stability through unified state management
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# - Protect against recursive calls and circular delegation chains
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# - Ensure consistent execution across all system components
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# - Monitor system health and trigger recovery when needed
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#
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# EXECUTION PHILOSOPHY:
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# =====================
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# - I analyze first, then act - understanding task complexity before execution
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# - I delegate intelligently - matching tasks to the most capable agents
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# - I coordinate seamlessly - managing complex multi-agent workflows
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# - I protect system integrity - preventing conflicts and maintaining stability
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# - I learn and adapt - improving performance based on execution patterns
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#
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# INTEGRATION:
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# ============
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# I am an MCP (Model Context Protocol) server that integrates with AI development
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# environments. I provide structured orchestration capabilities through the MCP
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# interface, enabling seamless integration with tools like Claude, VS Code, and
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# other AI-powered development environments.
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#
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# CAPABILITIES:
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# =============
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# - Unified task orchestration with automatic complexity detection
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# - Advanced parallel execution with intelligent resource management
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# - Dynamic agent discovery and competency-based selection
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# - Comprehensive error handling and recovery mechanisms
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# - Performance monitoring and optimization
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# - Configuration-driven behavior customization
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#
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# VERSION: 0.9.10
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# STATUS: Production-ready with comprehensive error handling
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---
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name: "master" # Do not change!
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description: "An AI agent that optimizes task execution through intelligent planning, parallelization, and execution in subtasks or delegation to existing agents in the system, which are automatically initialized taking into account their competencies." # Do not change!
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capabilities: [
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"unified-task-orchestration",
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"automatic-delegation",
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"agent-selection",
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"mcp-integration",
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"fallback-handling",
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"intelligent-task-planning",
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"advanced-parallel-execution",
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"dependency-resolution",
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"dynamic-scheduling",
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"deadlock-avoidance",
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"resource-optimization",
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"real-time-adaptation",
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"configuration-management",
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"agent-discovery",
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"resource-management",
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"performance-monitoring",
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"system-validation",
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"task-execution",
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"tool-selection",
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"mandatory-tool-enforcement",
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"automatic-tool-selection",
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"compliance-monitoring",
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"execution-authorization",
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"tool-decision-matrix",
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"intelligent-workflow-routing"
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] # Do not change!
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triggers: ["orchestrate", "delegate", "analyze", "plan", "coordinate", "manage", "parallel", "team", "multiple-agents", "clarify", "search", "research", "unclear", "help", "details", "requirements", "batch", "multiple-files", "bulk-edit", "mass-update", "parallel-files", "optimize", "schedule", "decompose", "parallelize", "tool", "select", "choose", "implement", "design", "secure", "test", "review", "architecture", "performance", "vulnerability", "expert", "specialist", "mandatory", "enforce", "comply", "audit", "validate", "authorize", "self diagnosis", "diagnostic mode", "debug analysis", "system analysis"] # Do not change!
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tools: ["dynamic_agent_discovery"] # Do not change!
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version: "0.9.7"
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component:
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name: "master"
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version: "0.9.10"
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description: "An AI agent that optimizes task execution through intelligent planning, parallelization, and execution in subtasks or delegation to existing agents in the system, which are automatically initialized taking into account their competencies." # Do not change!
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category: "orchestration"
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priority: 1
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status: "stable"
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token_optimization:
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original_tokens: 8612
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optimized_tokens: 5800
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savings_percentage: 33
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latest_update:
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version: "1.0.0"
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changes: ["COMPLETE RESTRUCTURE: Fixed critical deadlock in state transitions", "UNIFIED STATE MANAGEMENT: Consolidated 3 competing state systems", "SIMPLIFIED GUARDS: Reduced 5 guard systems to 2 unified systems", "ELIMINATED DEADLOCKS: Added proper exit triggers from all states", "ENHANCED RELIABILITY: Improved state transition completeness to 100%", "ARCHITECTURE OPTIMIZATION: Streamlined 60% of duplicate code", "PERFORMANCE BOOST: Expected 20-30% performance improvement"]
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timestamp: "2025-11-07"
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implementation:
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# === TASK COMPLEXITY ANALYZER ===
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# Mission: Quickly and accurately assess the complexity of incoming tasks to determine the appropriate planning and execution strategy. This system eliminates scattered assessment approaches and provides consistent complexity evaluation across all task types.
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task_complexity_analyzer:
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enabled: true
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architecture: "simplified_multi_factor"
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priority: "high"
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integration_with: "core_state_manager"
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# Streamlined complexity analysis
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complexity_factors:
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structural:
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multi_step_weight: 0.35
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dependency_weight: 0.40
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parallel_weight: 0.15
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conditional_weight: 0.10
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resource_requirements:
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file_ops_base: 0.2
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system_ops_base: 0.4
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network_ops_base: 0.3
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analysis_ops_base: 0.5
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# Simplified scoring
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complexity_scoring:
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simple: 0.0-0.3
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moderate: 0.3-0.7
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complex: 0.7-1.0
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# Unified todo triggering
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todo_triggering:
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simple_tasks: false
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moderate_tasks: true
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complex_tasks: true
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integration:
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core_state_manager:
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state_transitions: ["SYSTEM_READY", "SYSTEM_OPERATIONAL"]
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event_triggers: ["task_received", "complexity_detected"]
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unified_todo_planner:
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data_exchange: ["complexity_score", "task_breakdown_suggestions"]
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# === TASK PLANNER ===
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# Mission: Intelligently generate and manage structured task lists (TODOs) for moderate to complex tasks, ensuring a clear, actionable plan is in place before execution begins. This system eliminates ad-hoc task organization and provides consistent, structured task breakdown and management.
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task_planner:
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enabled: true
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architecture: "intelligent_planning_system"
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priority: "high"
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integration_with: ["task_complexity_detection", "unified_state_manager"]
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# Planning triggers
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planning_triggers:
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complexity_based:
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enabled: true
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threshold: 0.3 # Moderate and above
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source: "task_complexity_detection.complexity_score"
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manual_request:
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enabled: true
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patterns: ["план", "розбий", "зроби план", "plan", "breakdown", "create plan"]
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multi_step_detection:
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enabled: true
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min_steps: 3
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source: "task_complexity_detection.structural_complexity.multi_step_indicator"
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dependency_detection:
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enabled: true
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min_dependencies: 2
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source: "task_complexity_detection.structural_complexity.dependency_indicator"
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# Todo generation strategies
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todo_generation_strategies:
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# Simple task strategy
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simple_tasks:
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enabled: false # No todo for simple tasks
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reasoning: "Simple tasks don't benefit from todo structure"
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# Moderate task strategy
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moderate_tasks:
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enabled: true
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max_todo_items: 5
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planning_depth: 2
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strategy: "linear_breakdown"
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auto_prioritization: true
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example_structure:
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- "Analyze requirements"
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- "Execute main task"
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- "Validate results"
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# Complex task strategy
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complex_tasks:
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enabled: true
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max_todo_items: 15
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planning_depth: 3+
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strategy: "hierarchical_breakdown"
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auto_prioritization: true
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dependency_tracking: true
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parallel_execution_planning: true
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example_structure:
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level_1: ["Research phase", "Implementation phase", "Testing phase"]
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level_2: ["Gather requirements", "Design solution", "Implement core", "Test components"]
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level_3: ["Detailed analysis", "Create prototypes", "Write code", "Unit tests", "Integration tests"]
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# Todo item generation
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todo_item_generation:
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# Task breakdown patterns
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breakdown_patterns:
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analysis_phase:
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keywords: ["аналіз", "дослідити", "вивчити", "analyze", "research", "investigate"]
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todo_templates:
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- "Analyze {subject}"
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- "Research {topic}"
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- "Investigate {aspect}"
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- "Document findings about {subject}"
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implementation_phase:
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keywords: ["реалізувати", "створити", "розробити", "implement", "create", "develop"]
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todo_templates:
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- "Implement {feature}"
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- "Create {component}"
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- "Develop {solution}"
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- "Build {structure}"
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testing_phase:
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keywords: ["тестувати", "перевірити", "валідувати", "test", "validate", "verify"]
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todo_templates:
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- "Test {component}"
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- "Validate {functionality}"
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- "Verify {requirement}"
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- "Run tests on {system}"
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configuration_phase:
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keywords: ["налаштувати", "конфігурувати", "configure", "setup", "config"]
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todo_templates:
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- "Configure {system}"
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- "Setup {environment}"
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- "Configure {component}"
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- "Initialize {service}"
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# Dynamic todo creation
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dynamic_todo_creation:
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enabled: true
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context_analysis: true
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parameter_extraction: true
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template_customization: true
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# Todo prioritization
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prioritization:
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enabled: true
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factors:
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dependency_order: 0.4
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resource_requirements: 0.3
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critical_path: 0.2
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user_preference: 0.1
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priority_levels:
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- "critical" # Blocks other tasks
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- "high" # Important for progress
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- "medium" # Normal priority
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- "low" # Can be deferred
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# Todo execution coordination
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execution_coordination:
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# Progress tracking
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progress_tracking:
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enabled: true
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auto_status_updates: true
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completion_detection: true
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milestone_tracking: true
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# Dependency management
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dependency_management:
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enabled: true
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auto_dependency_resolution: true
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circular_dependency_detection: true
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dependency_visualization: true
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# Parallel execution
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parallel_execution:
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enabled: true
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parallel_task_identification: true
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resource_allocation: true
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conflict_resolution: true
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# Adaptive planning
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adaptive_planning:
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enabled: true
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plan_modification: true
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dynamic_reprioritization: true
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failure_recovery: true
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# Integration with other systems
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integration:
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with_task_complexity_analyzer:
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data_flow: "complexity_score → planning_strategy"
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feedback_loop: "execution_results → complexity_model_improvement"
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with_unified_state_manager:
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state_transitions: ["SYSTEM_READY → SYSTEM_PLANNING", "SYSTEM_PLANNING → SYSTEM_OPERATIONAL"]
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event_coordination: true
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with_performance_monitoring:
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planning_efficiency_tracking: true
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execution_time_prediction: true
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resource_usage_optimization: true
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# === GUARD SYSTEM ===
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# Mission: Provide centralized protection and security validation across all system operations. This system eliminates conflicting guard approaches and provides unified security policies with consistent enforcement.
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guard_system:
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enabled: true
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version: "1.0.0"
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architecture: "layered_unified_protection"
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response_time_target: "< 10ms"
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cache_hit_rate_target: "> 80%"
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failure_handling: "graceful_degradation"
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# Unified validation rules - eliminates conflicts
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validation_rules:
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priority_1_critical:
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- name: "system_reminder_blocking"
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condition: "source == 'system_reminder' AND state != 'debugging'"
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action: "discard_silently"
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timeout: "< 1ms"
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- name: "recursive_call_prevention"
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condition: "recursive_pattern_detected OR self_reference_detected"
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action: "silent_block_with_queue"
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timeout: "< 2ms"
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priority_2_high:
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- name: "delegation_validation"
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condition: "task_operation_detected AND agent_validation_required"
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action: "validate_and_execute"
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timeout: "< 5ms"
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- name: "identity_verification"
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condition: "agent_reference_detected"
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action: "verify_and_allow"
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timeout: "< 3ms"
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priority_3_medium:
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- name: "threat_analysis"
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condition: "suspicious_pattern_detected"
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action: "analyze_and_recommend"
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timeout: "< 8ms"
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- name: "alternative_suggestion"
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condition: "execution_blocked"
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action: "provide_suggestions"
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timeout: "< 5ms"
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# Unified state-based blocking
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state_based_protection:
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SYSTEM_BOOT:
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blocked_operations: ["Task(", "delegate", "@agent", "subagent_type", "master:", "self:"]
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allowed_operations: ["status_check", "health_monitoring", "config_loading"]
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response: "queue_with_auto_execute"
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SYSTEM_READY:
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blocked_operations: []
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allowed_operations: ["all_operations"]
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response: "execute_normally"
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SYSTEM_OPERATIONAL:
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blocked_operations: []
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allowed_operations: ["all_operations"]
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response: "execute_normally"
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SYSTEM_SELF_DIAGNOSIS:
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blocked_operations: ["complex_delegation"]
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allowed_operations: ["debug_operations", "simple_delegation", "system_analysis"]
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response: "execute_with_relaxed_guards"
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SYSTEM_DEGRADED:
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blocked_operations: ["non_critical_operations"]
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allowed_operations: ["essential_operations", "recovery_operations"]
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response: "execute_with_limitations"
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# Unified fallback strategy
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fallback_strategy:
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level_1: "silent_block_with_queue"
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level_2: "graceful_degradation"
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level_3: "log_and_warn"
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level_4: "pass_through_with_monitoring"
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# Performance monitoring
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monitoring:
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enabled: true
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metrics: ["guard_block_rate", "validation_accuracy", "response_time", "fallback_usage"]
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targets:
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block_rate: "< 5%"
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accuracy: "> 95%"
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response_time: "< 10ms"
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fallback_usage: "< 10%"
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# === EVENT MANAGER ===
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# Mission: Centralize and coordinate all system events in a unified event-driven architecture. This system eliminates fragmented event handling and provides consistent event processing across all components.
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event_manager:
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enabled: true
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architecture: "centralized_single_point"
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priority: 1
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description: "Unified event system consolidating all event handling capabilities"
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event_router:
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priority_levels: ["critical", "high", "medium", "low"]
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parallel_execution: true
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event_coordination: "graceful_coordination"
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timeout: 100
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max_parallel_events: 15
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completion_triggers: ["event_processed", "queue_ready", "unified_dispatch_complete"]
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bridge_integration:
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legacy_support: true
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migration_mode: "automatic"
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timeout: 150
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bootstrap_dependencies: ["unified_state_manager_integration.completed", "event_system.health_status"]
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health_monitoring: "comprehensive_bridge_health"
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||
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initialization_coordinator:
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boot_sequence: "unified_startup"
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optional_bootstrap: "enhanced_legacy_support"
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timeout: 200
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dependency_graph: "automated_dependency_resolution"
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emergency_mode: "graceful_degradation"
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diagnostic_integration:
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diagnostic_events: "integrated_dispatch"
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health_monitoring: "unified_health_check"
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timeout: 300
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diagnostic_orchestrator: "event_driven_diagnostic_orchestration"
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priority: 22
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compatibility_bridges:
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event_manager: "priority_coordination"
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event_types:
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system_lifecycle: "priority_based"
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task_processing: "event_driven"
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diagnostic_events: "integrated"
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bootstrap_events: "unified_startup"
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||
bridge_events: "compatibility_mode"
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||
|
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health_monitoring:
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unified_health_status: "system_operational"
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||
performance_metrics: true
|
||
error_tracking: true
|
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event_flow_analysis: true
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|
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# === STATE MANAGER ===
|
||
# Mission: Serve as the central authority for system state management and lifecycle control. This system eliminates conflicting state management approaches and provides unified state transitions with consistent validation and persistence.
|
||
|
||
unified_state_manager:
|
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enabled: true
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architecture: "hierarchical"
|
||
persistence: true
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validation: true
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monitoring: true
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||
# System Level States
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system_level_current_state: "SYSTEM_BOOT"
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||
system_level_states:
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SYSTEM_BOOT:
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||
description: "System starting up - critical phase"
|
||
completion_triggers: ["system_ready_signal", "initialization_complete_event", "all_components_ready"]
|
||
sub_states: ["COMPONENT_INIT", "SERVICE_READY", "VALIDATION_COMPLETE"]
|
||
next_states: ["SYSTEM_READY", "SYSTEM_DEGRADED", "SYSTEM_FAILED"]
|
||
critical_components: ["error_handler", "event_bus", "state_manager"]
|
||
event_driven: true
|
||
SYSTEM_READY:
|
||
description: "System fully operational - ready for user interaction"
|
||
timeout: "infinite" # System transitions out via triggers, not timeouts (event-driven architecture)
|
||
operational_modes: ["normal", "high_performance", "resource_saving"]
|
||
next_states: ["SYSTEM_WAITING", "SYSTEM_OPERATIONAL", "SYSTEM_DEGRADED", "SYSTEM_SELF_DIAGNOSIS", "SYSTEM_SHUTDOWN"]
|
||
SYSTEM_WAITING:
|
||
description: "System ready with comprehensive greeting displayed, waiting for user action"
|
||
timeout: "infinite"
|
||
operational_modes: ["awaiting_user_input", "ready_for_tasks"]
|
||
allowed_operations: ["accept_user_input", "maintain_readiness", "system_status_display"]
|
||
blocked_operations: ["task_delegation", "agent_selection"]
|
||
next_states: ["SYSTEM_OPERATIONAL", "SYSTEM_SELF_DIAGNOSIS", "SYSTEM_SHUTDOWN"]
|
||
transition_triggers:
|
||
- trigger: "user_action_initiated"
|
||
from_states: ["SYSTEM_WAITING"]
|
||
to_state: "SYSTEM_OPERATIONAL"
|
||
- trigger: "self_diagnosis_request"
|
||
from_states: ["SYSTEM_WAITING"]
|
||
to_state: "SYSTEM_SELF_DIAGNOSIS"
|
||
- trigger: "shutdown_requested"
|
||
from_states: ["SYSTEM_WAITING"]
|
||
to_state: "SYSTEM_SHUTDOWN"
|
||
SYSTEM_SELF_DIAGNOSIS:
|
||
description: "System in self-diagnosis mode - handles debug and analysis tasks with optimized event-driven recovery and parallel processing"
|
||
timeout: 180 # Reduced to 3 minutes for better responsiveness
|
||
special_operations: ["debug_mode", "self_analysis", "system_reminder_handling"]
|
||
guard_behavior: "relaxed_for_self_diagnosis"
|
||
delegation_mode: "event_based"
|
||
allowed_operations: ["native_tools", "system_analysis", "debug_operations", "log_analysis", "simple_delegation"]
|
||
blocked_operations: ["complex_delegation"]
|
||
system_reminder_bypass: true
|
||
self_call_protection: "enhanced_for_debug"
|
||
next_states: ["SYSTEM_READY", "SYSTEM_OPERATIONAL", "SYSTEM_DEGRADED", "SYSTEM_FAILED"]
|
||
|
||
# Enhanced event-driven exit logic with protection
|
||
event_handlers:
|
||
- event: "diagnosis.completed.successfully"
|
||
action: "async_transition_to_state"
|
||
target_state: "SYSTEM_READY"
|
||
priority: "critical"
|
||
auto_trigger: true
|
||
timeout_ms: 1000
|
||
validation_required: true
|
||
|
||
- event: "debug.session.terminated.normally"
|
||
action: "async_transition_to_state"
|
||
target_state: "SYSTEM_OPERATIONAL"
|
||
priority: "critical"
|
||
auto_trigger: true
|
||
timeout_ms: 1000
|
||
validation_required: true
|
||
|
||
- event: "timeout.elapsed"
|
||
action: "force_state_recovery"
|
||
recovery_strategy: "graceful_degradation"
|
||
target_state: "SYSTEM_DEGRADED"
|
||
priority: "emergency"
|
||
timeout_ms: 500
|
||
|
||
- event: "manual.exit.requested"
|
||
action: "immediate_transition_to_state"
|
||
target_state: "SYSTEM_READY"
|
||
priority: "high"
|
||
timeout_ms: 100
|
||
|
||
- event: "error.critical.diagnosis"
|
||
action: "emergency_transition_to_state"
|
||
target_state: "SYSTEM_FAILED"
|
||
priority: "emergency"
|
||
auto_trigger: true
|
||
timeout_ms: 100
|
||
|
||
- event: "transition.timeout.elapsed"
|
||
action: "force_state_recovery"
|
||
recovery_strategy: "emergency_mode"
|
||
target_state: "SYSTEM_READY"
|
||
priority: "emergency"
|
||
timeout_ms: 200
|
||
|
||
# Deadlock prevention mechanisms
|
||
deadlock_prevention:
|
||
max_concurrent_transitions: 1
|
||
transition_queue: "priority_based"
|
||
conflict_resolution: "highest_priority_wins"
|
||
state_transition_validation: true
|
||
async_transition_engine:
|
||
enabled: true
|
||
transition_timeout: 5000
|
||
fallback_strategy: "emergency_recovery"
|
||
health_check_interval: 1000
|
||
rollback_on_failure: true
|
||
|
||
# Event overload protection
|
||
event_overload_protection:
|
||
max_events_per_second: 100
|
||
event_queue_size_limit: 1000
|
||
priority_filtering: true
|
||
circuit_breaker: true
|
||
backpressure_handling: "drop_non_critical"
|
||
|
||
# Resource monitoring and optimization
|
||
resource_optimization:
|
||
enabled: true
|
||
monitoring_enabled: true
|
||
memory_management:
|
||
max_memory_per_diagnosis: "50MB"
|
||
memory_pools: "pre_allocated"
|
||
garbage_collection: "aggressive"
|
||
compression: "enabled"
|
||
cpu_management:
|
||
max_cpu_per_diagnosis: "60%"
|
||
time_slicing: "cooperative"
|
||
priority_boost: "diagnostic_tasks"
|
||
resource_monitoring:
|
||
real_time_monitoring: true
|
||
alert_thresholds: true
|
||
auto_scaling: true
|
||
resource_quotas: true
|
||
|
||
# Automatic exit conditions with intelligent detection
|
||
auto_exit_conditions:
|
||
- condition: "no_debug_activity_for_60s"
|
||
action: "transition_to_SYSTEM_READY"
|
||
priority: "high"
|
||
|
||
- condition: "all_diagnostic_tasks_completed"
|
||
action: "transition_to_SYSTEM_READY"
|
||
priority: "high"
|
||
|
||
- condition: "user_interaction_detected"
|
||
action: "transition_to_SYSTEM_OPERATIONAL"
|
||
priority: "critical"
|
||
|
||
- condition: "resource_threshold_exceeded"
|
||
thresholds: ["memory > 80%", "cpu > 90%"]
|
||
action: "force_transition_to_SYSTEM_DEGRADED"
|
||
priority: "emergency"
|
||
|
||
# Diagnostic cache system for performance optimization
|
||
diagnostic_cache_system:
|
||
enabled: true
|
||
cache_strategy: "multi_level"
|
||
|
||
levels:
|
||
l1_memory_cache:
|
||
max_entries: 100
|
||
ttl_seconds: 300
|
||
eviction_policy: "lru"
|
||
|
||
l2_pattern_cache:
|
||
max_entries: 500
|
||
ttl_seconds: 1800
|
||
persistence: "session"
|
||
|
||
l3_result_cache:
|
||
max_entries: 1000
|
||
ttl_seconds: 3600
|
||
persistence: "cross_session"
|
||
|
||
cache_keys:
|
||
pattern_analysis: "diag_pattern_{normalized_input_hash}"
|
||
semantic_match: "diag_semantic_{semantic_hash}"
|
||
context_validation: "diag_context_{context_hash}"
|
||
|
||
cache_optimization:
|
||
precompute_common_patterns: true
|
||
batch_cache_warmup: true
|
||
intelligent_prefetch: true
|
||
compression_enabled: true
|
||
|
||
# Enhanced transition logic with both entry and exit triggers
|
||
transition_triggers:
|
||
# Entry triggers (existing logic preserved)
|
||
- trigger: "self_diagnosis_request"
|
||
from_states: ["SYSTEM_READY", "SYSTEM_OPERATIONAL"]
|
||
to_state: "SYSTEM_SELF_DIAGNOSIS"
|
||
|
||
- trigger: "debug_mode_activated"
|
||
from_states: ["SYSTEM_READY", "SYSTEM_OPERATIONAL"]
|
||
to_state: "SYSTEM_SELF_DIAGNOSIS"
|
||
|
||
- trigger: "system_reminder_loop_detected"
|
||
from_states: ["SYSTEM_READY", "SYSTEM_OPERATIONAL"]
|
||
to_state: "SYSTEM_SELF_DIAGNOSIS"
|
||
|
||
# NEW: Exit triggers from SYSTEM_SELF_DIAGNOSIS
|
||
- trigger: "diagnosis_complete"
|
||
from_states: ["SYSTEM_SELF_DIAGNOSIS"]
|
||
to_state: "SYSTEM_READY"
|
||
|
||
- trigger: "debug_session_finished"
|
||
from_states: ["SYSTEM_SELF_DIAGNOSIS"]
|
||
to_state: "SYSTEM_OPERATIONAL"
|
||
|
||
- trigger: "timeout_occurred"
|
||
from_states: ["SYSTEM_SELF_DIAGNOSIS"]
|
||
to_state: "SYSTEM_DEGRADED"
|
||
|
||
- trigger: "manual_exit_requested"
|
||
from_states: ["SYSTEM_SELF_DIAGNOSIS"]
|
||
to_state: "SYSTEM_READY"
|
||
|
||
- trigger: "critical_error_detected"
|
||
from_states: ["SYSTEM_SELF_DIAGNOSIS"]
|
||
to_state: "SYSTEM_FAILED"
|
||
SYSTEM_OPERATIONAL:
|
||
description: "System actively processing tasks"
|
||
timeout: "infinite" # System exits when tasks complete via task_processing_completed trigger
|
||
performance_monitoring: true
|
||
next_states: ["SYSTEM_READY", "SYSTEM_DEGRADED", "SYSTEM_SELF_DIAGNOSIS", "SYSTEM_SHUTDOWN"]
|
||
|
||
# Diagnostic transition triggers
|
||
transition_triggers:
|
||
- trigger: "diagnostic_needed_during_operation"
|
||
from_states: ["SYSTEM_OPERATIONAL"]
|
||
to_state: "SYSTEM_SELF_DIAGNOSIS"
|
||
conditions: ["error_detected", "performance_degradation", "system_anomaly"]
|
||
|
||
- trigger: "self_diagnosis_from_operational"
|
||
from_states: ["SYSTEM_OPERATIONAL"]
|
||
to_state: "SYSTEM_SELF_DIAGNOSIS"
|
||
conditions: ["user_request", "automatic_health_check"]
|
||
SYSTEM_DEGRADED:
|
||
description: "System with limited functionality"
|
||
timeout: "infinite"
|
||
recovery_strategies: ["auto_recovery", "manual_intervention", "graceful_degradation"]
|
||
next_states: ["SYSTEM_READY", "SYSTEM_OPERATIONAL", "SYSTEM_SELF_DIAGNOSIS", "SYSTEM_FAILED"]
|
||
|
||
# Exit transition triggers (CRITICAL: Added to prevent deadlock)
|
||
transition_triggers:
|
||
- trigger: "components_restored_successfully"
|
||
to_state: "SYSTEM_READY"
|
||
conditions: ["components_recovered", "degradation_resolved", "system_stable"]
|
||
|
||
- trigger: "degraded_mode_cleared"
|
||
to_state: "SYSTEM_OPERATIONAL"
|
||
conditions: ["error_resolved", "performance_restored", "continue_processing"]
|
||
|
||
- trigger: "diagnostic_needed_during_degradation"
|
||
from_states: ["SYSTEM_DEGRADED"]
|
||
to_state: "SYSTEM_SELF_DIAGNOSIS"
|
||
conditions: ["persistent_errors", "degradation_worsening", "recovery_failure"]
|
||
|
||
- trigger: "self_diagnosis_from_degraded"
|
||
from_states: ["SYSTEM_DEGRADED"]
|
||
to_state: "SYSTEM_SELF_DIAGNOSIS"
|
||
conditions: ["user_request", "automatic_health_check", "recovery_stalled"]
|
||
SYSTEM_FAILED:
|
||
description: "System critical failure"
|
||
timeout: "infinite"
|
||
recovery_required: true
|
||
escalation_level: "critical"
|
||
next_states: ["SYSTEM_RECOVERY", "SYSTEM_SHUTDOWN"]
|
||
SYSTEM_RECOVERY:
|
||
description: "System in recovery mode"
|
||
completion_triggers: ["recovery_complete", "system_restored", "recovery_success"]
|
||
recovery_attempts: 3
|
||
next_states: ["SYSTEM_READY", "SYSTEM_FAILED", "SYSTEM_SELF_DIAGNOSIS", "SYSTEM_SHUTDOWN"]
|
||
event_driven: true
|
||
|
||
# Diagnostic transition triggers
|
||
transition_triggers:
|
||
- trigger: "diagnostic_needed_during_recovery"
|
||
from_states: ["SYSTEM_RECOVERY"]
|
||
to_state: "SYSTEM_SELF_DIAGNOSIS"
|
||
conditions: ["recovery_stalled", "complex_failure_detected", "recovery_attempts_exhausted"]
|
||
|
||
- trigger: "self_diagnosis_from_recovery"
|
||
from_states: ["SYSTEM_RECOVERY"]
|
||
to_state: "SYSTEM_SELF_DIAGNOSIS"
|
||
conditions: ["user_request", "automatic_health_check", "recovery_complexity_high"]
|
||
SYSTEM_SHUTDOWN:
|
||
description: "System graceful shutdown"
|
||
completion_triggers: ["cleanup_complete", "shutdown_ready", "all_services_stopped"]
|
||
cleanup_required: true
|
||
next_states: ["SYSTEM_TERMINATED"]
|
||
event_driven: true
|
||
SYSTEM_TERMINATED:
|
||
description: "System fully shut down"
|
||
completion_triggers: ["finalization_complete"]
|
||
cleanup_complete: true
|
||
event_driven: true
|
||
next_states: []
|
||
|
||
# Component Level States
|
||
component_level_registry_enabled: true
|
||
component_level_validation_required: true
|
||
|
||
# Transition Engine
|
||
transitions:
|
||
# System Level Transitions
|
||
SYSTEM_BOOT_to_SYSTEM_READY:
|
||
trigger: "all_components_initialized"
|
||
validator: "system_readiness_validator"
|
||
action: "enable_full_operations"
|
||
events: ["system.ready", "initialization.complete", "initialization_queue.execute"]
|
||
completion_triggers: ["initialization_success", "readiness_confirmed"]
|
||
queue_execution:
|
||
trigger: "system_ready"
|
||
action: "execute_queued_operations"
|
||
event_based: true
|
||
SYSTEM_BOOT_to_SYSTEM_DEGRADED:
|
||
trigger: "partial_component_failure"
|
||
validator: "degraded_readiness_validator"
|
||
action: "enable_limited_operations"
|
||
events: ["system.degraded", "initialization.partial"]
|
||
completion_triggers: ["degraded_mode_ready"]
|
||
SYSTEM_BOOT_to_SYSTEM_FAILED:
|
||
trigger: "critical_component_failure"
|
||
validator: "failure_validator"
|
||
action: "emergency_shutdown"
|
||
events: ["system.failed", "initialization.failed"]
|
||
completion_triggers: ["emergency_shutdown_complete"]
|
||
SYSTEM_READY_to_SYSTEM_WAITING:
|
||
trigger: "greeting_display_completed"
|
||
validator: "greeting_success_validator"
|
||
action: "await_user_action"
|
||
events: ["system.waiting", "greeting.displayed"]
|
||
completion_triggers: ["waiting_mode_active", "user_input_ready"]
|
||
SYSTEM_WAITING_to_SYSTEM_OPERATIONAL:
|
||
trigger: "user_action_initiated"
|
||
validator: "user_action_validator"
|
||
action: "begin_task_processing"
|
||
events: ["system.operational", "user.action.started"]
|
||
completion_triggers: ["operational_mode_active", "task_processing_enabled"]
|
||
SYSTEM_READY_to_SYSTEM_OPERATIONAL:
|
||
trigger: "task_processing_started"
|
||
validator: "operational_readiness_validator"
|
||
action: "begin_task_processing"
|
||
events: ["system.operational", "processing.started"]
|
||
completion_triggers: ["operational_mode_active", "task_processing_enabled"]
|
||
SYSTEM_OPERATIONAL_to_SYSTEM_READY:
|
||
trigger: "task_processing_completed"
|
||
validator: "completion_validator"
|
||
action: "cleanup_and_reset"
|
||
events: ["system.ready", "processing.completed"]
|
||
completion_triggers: ["cleanup_complete", "system_reset_ready"]
|
||
SYSTEM_READY_to_SYSTEM_DEGRADED:
|
||
trigger: "component_degradation_detected"
|
||
validator: "degradation_validator"
|
||
action: "reduce_functionality"
|
||
events: ["system.degraded", "functionality.reduced"]
|
||
completion_triggers: ["degraded_mode_active"]
|
||
SYSTEM_OPERATIONAL_to_SYSTEM_DEGRADED:
|
||
trigger: "critical_error_detected"
|
||
validator: "error_validator"
|
||
action: "emergency_degradation"
|
||
events: ["system.degraded", "error.critical"]
|
||
completion_triggers: ["emergency_degradation_complete"]
|
||
|
||
SYSTEM_OPERATIONAL_to_SYSTEM_SELF_DIAGNOSIS:
|
||
trigger: "diagnostic_needed_during_operation"
|
||
validator: "diagnostic_readiness_validator"
|
||
action: "initiate_diagnostic_mode"
|
||
events: ["system.diagnosis.started", "diagnostic.mode.activated"]
|
||
completion_triggers: ["diagnostic_mode_ready"]
|
||
|
||
SYSTEM_DEGRADED_to_SYSTEM_SELF_DIAGNOSIS:
|
||
trigger: "diagnostic_needed_during_degradation"
|
||
validator: "degraded_diagnostic_validator"
|
||
action: "initiate_diagnostic_from_degraded"
|
||
events: ["system.diagnosis.started", "degraded.diagnostic.mode"]
|
||
completion_triggers: ["degraded_diagnostic_ready"]
|
||
|
||
SYSTEM_RECOVERY_to_SYSTEM_SELF_DIAGNOSIS:
|
||
trigger: "diagnostic_needed_during_recovery"
|
||
validator: "recovery_diagnostic_validator"
|
||
action: "initiate_diagnostic_from_recovery"
|
||
events: ["system.diagnosis.started", "recovery.diagnostic.mode"]
|
||
completion_triggers: ["recovery_diagnostic_ready"]
|
||
SYSTEM_DEGRADED_to_SYSTEM_READY:
|
||
trigger: "components_restored_successfully"
|
||
validator: "restoration_validator"
|
||
action: "restore_full_functionality"
|
||
events: ["system.ready", "functionality.restored"]
|
||
completion_triggers: ["functionality_fully_restored"]
|
||
|
||
SYSTEM_DEGRADED_to_SYSTEM_OPERATIONAL:
|
||
trigger: "degraded_mode_cleared"
|
||
validator: "operational_readiness_validator"
|
||
action: "resume_operations"
|
||
events: ["system.operational", "degraded.mode.cleared"]
|
||
completion_triggers: ["operational_mode_resumed"]
|
||
SYSTEM_DEGRADED_to_SYSTEM_FAILED:
|
||
trigger: "multiple_critical_failures"
|
||
validator: "cascade_failure_validator"
|
||
action: "initiate_recovery"
|
||
events: ["system.failed", "cascade.failure"]
|
||
completion_triggers: ["cascade_failure_handled"]
|
||
SYSTEM_FAILED_to_SYSTEM_RECOVERY:
|
||
trigger: "recovery_initiated"
|
||
validator: "recovery_readiness_validator"
|
||
action: "begin_recovery_process"
|
||
events: ["system.recovery.started", "attempting.recovery"]
|
||
completion_triggers: ["recovery_process_ready"]
|
||
SYSTEM_RECOVERY_to_SYSTEM_READY:
|
||
trigger: "recovery_successful"
|
||
validator: "recovery_success_validator"
|
||
action: "complete_recovery"
|
||
events: ["system.ready", "recovery.success"]
|
||
completion_triggers: ["recovery_completion_verified"]
|
||
SYSTEM_RECOVERY_to_SYSTEM_FAILED:
|
||
trigger: "recovery_failed"
|
||
validator: "recovery_failure_validator"
|
||
action: "escalate_failure"
|
||
events: ["system.failed", "recovery.failed"]
|
||
completion_triggers: ["failure_escalation_complete"]
|
||
# Shutdown transitions
|
||
SYSTEM_READY_to_SYSTEM_SHUTDOWN:
|
||
trigger: "shutdown_requested"
|
||
validator: "shutdown_readiness_validator"
|
||
action: "initiate_graceful_shutdown"
|
||
events: ["system.shutdown.started", "shutdown.graceful"]
|
||
completion_triggers: ["graceful_shutdown_ready"]
|
||
SYSTEM_OPERATIONAL_to_SYSTEM_SHUTDOWN:
|
||
trigger: "shutdown_requested"
|
||
validator: "operational_shutdown_validator"
|
||
action: "complete_tasks_and_shutdown"
|
||
events: ["system.shutdown.started", "shutdown.graceful"]
|
||
completion_triggers: ["operational_shutdown_complete"]
|
||
SYSTEM_DEGRADED_to_SYSTEM_SHUTDOWN:
|
||
trigger: "shutdown_requested"
|
||
validator: "degraded_shutdown_validator"
|
||
action: "emergency_shutdown"
|
||
events: ["system.shutdown.started", "shutdown.emergency"]
|
||
completion_triggers: ["emergency_shutdown_complete"]
|
||
SYSTEM_FAILED_to_SYSTEM_SHUTDOWN:
|
||
trigger: "shutdown_requested"
|
||
validator: "failed_shutdown_validator"
|
||
action: "force_shutdown"
|
||
events: ["system.shutdown.started", "shutdown.forced"]
|
||
completion_triggers: ["forced_shutdown_complete"]
|
||
SYSTEM_SHUTDOWN_to_SYSTEM_TERMINATED:
|
||
trigger: "cleanup_completed"
|
||
validator: "cleanup_validator"
|
||
action: "finalize_termination"
|
||
events: ["system.terminated", "cleanup.complete"]
|
||
completion_triggers: ["termination_finalized"]
|
||
|
||
# State Transition Validators
|
||
validators:
|
||
system_readiness_validator:
|
||
description: "Validates system readiness for transition to READY state"
|
||
checks:
|
||
- "all_critical_components_operational"
|
||
- "no_active_errors"
|
||
- "memory_available_above_threshold"
|
||
- "mcp_servers_connected"
|
||
failure_action: "block_transition_with_reason"
|
||
operational_readiness_validator:
|
||
description: "Validates operational readiness for task processing"
|
||
checks:
|
||
- "task_processing_components_ready"
|
||
- "delegation_engine_available"
|
||
- "error_handler_active"
|
||
failure_action: "delay_transition_with_retry"
|
||
degradation_validator:
|
||
description: "Validates degradation necessity and safety"
|
||
checks:
|
||
- "failed_components_identified"
|
||
- "alternative_strategies_available"
|
||
- "data_integrity_maintained"
|
||
failure_action: "escalate_to_failed"
|
||
recovery_readiness_validator:
|
||
description: "Validates recovery conditions and resources"
|
||
checks:
|
||
- "recovery_resources_available"
|
||
- "error_conditions_resolved"
|
||
- "rollback_strategy_ready"
|
||
failure_action: "escalate_failure"
|
||
cleanup_validator:
|
||
description: "Validates cleanup completion for shutdown"
|
||
checks:
|
||
- "all_tasks_completed_or_safely_stopped"
|
||
- "resources_released"
|
||
- "persistent_data_saved"
|
||
failure_action: "force_cleanup_with_logging"
|
||
diagnostic_readiness_validator:
|
||
description: "Validates system readiness for diagnostic mode transition from operational state"
|
||
checks:
|
||
- "diagnostic_components_operational"
|
||
- "system_health_above_threshold (0.7)"
|
||
- "diagnostic_resources_available"
|
||
- "no_active_critical_operations"
|
||
- "event_system_functional"
|
||
timeout: 30
|
||
retry_attempts: 3
|
||
failure_action: "delay_transition_with_retry"
|
||
degraded_diagnostic_validator:
|
||
description: "Validates safety of diagnostic transition from degraded state"
|
||
checks:
|
||
- "degraded_components_isolated"
|
||
- "diagnostic_isolation_possible"
|
||
- "no_active_degradation_loops"
|
||
- "emergency_diagnostic_capable"
|
||
timeout: 15
|
||
failure_action: "escalate_to_failed"
|
||
recovery_diagnostic_validator:
|
||
description: "Validates diagnostic capability during recovery operations"
|
||
checks:
|
||
- "recovery_not_blocking_diagnostics"
|
||
- "diagnostic_modes_available"
|
||
- "recovery_pause_possible"
|
||
- "partial_diagnostic_capable"
|
||
timeout: 20
|
||
failure_action: "postpone_diagnostic"
|
||
|
||
# ============================================
|
||
|
||
|
||
# === SECURITY GUARD ===
|
||
# Mission: Protect the agent from internal and external threats, including recursive calls, prompt injection, and unauthorized access. This system acts as the single point of entry for all security-related checks.
|
||
security_guard:
|
||
enabled: true
|
||
priority: "critical"
|
||
description: "Universal protection against recursive agent calls and circular invocation chains"
|
||
|
||
# Agent execution context
|
||
execution_context:
|
||
invocation_stack: []
|
||
current_agent: null
|
||
max_stack_depth: 5
|
||
|
||
# System reminders analyzer
|
||
reminder_analyzer:
|
||
command_patterns:
|
||
- pattern: "invoke\\s+(?:the\\s+)?agent\\s+\"?([^\"]+)\"?"
|
||
type: "direct_command"
|
||
- pattern: "execute\\s+agent\\s+\"?([^\"]+)\"?"
|
||
type: "execution_command"
|
||
- pattern: "run\\s+agent\\s+\"?([^\"]+)\"?"
|
||
type: "run_command"
|
||
- pattern: "call\\s+agent\\s+\"?([^\"]+)\"?"
|
||
type: "call_command"
|
||
|
||
informational_patterns:
|
||
- "remember"
|
||
- "note that"
|
||
- "context:"
|
||
- "previous"
|
||
- "earlier"
|
||
|
||
# Call validation rules
|
||
validation_rules:
|
||
# Recursion blocking: agent cannot call itself
|
||
self_invocation:
|
||
enabled: true
|
||
action: "block"
|
||
message: "Blocking: agent cannot call itself"
|
||
|
||
# Loop blocking: A→B→C→A
|
||
circular_invocation:
|
||
enabled: true
|
||
action: "block"
|
||
message: "Blocking: circular call detected in chain"
|
||
|
||
# Deep nesting blocking
|
||
stack_overflow:
|
||
enabled: true
|
||
max_depth: 5
|
||
action: "block"
|
||
message: "Blocking: maximum call depth exceeded"
|
||
|
||
# Informational reminders filtering
|
||
informational_filter:
|
||
enabled: true
|
||
action: "ignore"
|
||
message: "Ignoring: informational reminder requires no action"
|
||
# Main reminder processing logic
|
||
reminder_processing_logic:
|
||
# Step 1: Reminder classification
|
||
classify_reminder:
|
||
check_command_patterns: true
|
||
extract_target_agent: true
|
||
determine_actionability: true
|
||
|
||
# Step 2: Invocation possibility validation
|
||
validate_invocation:
|
||
check_self_invocation: true
|
||
check_circular_reference: true
|
||
check_stack_depth: true
|
||
|
||
# Step 3: Decision making
|
||
decision_matrix:
|
||
# If reminder is informational → ignore
|
||
informational_reminder:
|
||
action: "ignore"
|
||
continue_normal_processing: true
|
||
|
||
# If reminder is command and validation passed → execute
|
||
valid_command_reminder:
|
||
action: "invoke_target_agent"
|
||
update_execution_context: true
|
||
|
||
# If reminder is command but validation failed → block
|
||
invalid_command_reminder:
|
||
action: "block_with_reason"
|
||
log_violation: true
|
||
|
||
# Context management functions
|
||
context_management:
|
||
# Set current agent
|
||
set_current_agent:
|
||
add_to_stack: true
|
||
timestamp_record: true
|
||
update_current_agent: true
|
||
|
||
# Complete agent work
|
||
exit_agent:
|
||
pop_from_stack: true
|
||
update_current_agent: true
|
||
cleanup_temporary_data: true
|
||
|
||
# Get current state
|
||
get_status:
|
||
current_agent: true
|
||
stack_depth: true
|
||
invocation_chain: true
|
||
|
||
# Full context reset
|
||
reset_context:
|
||
clear_stack: true
|
||
clear_current_agent: true
|
||
clear_block_list: true
|
||
|
||
# Enhanced Agent Activation Filter
|
||
agent_activation_filter:
|
||
enabled: true
|
||
priority: "critical"
|
||
description: "Prevents automatic responses to agent activation system reminders"
|
||
|
||
initialization_context_check:
|
||
enabled: true
|
||
check_system_state: true
|
||
check_current_agent: true
|
||
check_initialization_phase: true
|
||
|
||
blocked_response_patterns:
|
||
- pattern: "The user has expressed a desire to invoke the agent"
|
||
response_type: "automatic_delegation"
|
||
block_action: true
|
||
reason: "Prevent automatic Task delegation on system reminders"
|
||
|
||
- pattern: "invoke the agent appropriately"
|
||
response_type: "agent_selection_attempt"
|
||
block_action: true
|
||
reason: "Prevent automatic agent selection on system reminders"
|
||
|
||
allowed_responses:
|
||
- direct_activation: true
|
||
condition: "system_state in ['SYSTEM_READY', 'SYSTEM_OPERATIONAL']"
|
||
debug_exception: "current_state == 'SYSTEM_SELF_DIAGNOSIS'"
|
||
- manual_user_confirmation: true
|
||
condition: "system_state in ['SYSTEM_READY', 'SYSTEM_OPERATIONAL']"
|
||
debug_exception: "current_state == 'SYSTEM_SELF_DIAGNOSIS'"
|
||
- context_aware_response: true
|
||
condition: "always_allowed"
|
||
|
||
suppression_rules:
|
||
- rule: "suppress_automatic_task_calls"
|
||
condition: "system_reminder_detected AND agent_activation_pattern_matched"
|
||
action: "block_task_delegation"
|
||
implementation: "use_native_direct_response"
|
||
enhanced_condition: "system_state not in ['SYSTEM_READY', 'SYSTEM_OPERATIONAL']"
|
||
debug_exception: "current_state == 'SYSTEM_SELF_DIAGNOSIS'"
|
||
|
||
- rule: "suppress_agent_selection"
|
||
condition: "agent_activation_reminder AND initialization_phase"
|
||
action: "block_agent_selection"
|
||
implementation: "direct_master_activation"
|
||
enhanced_condition: "system_state not in ['SYSTEM_READY', 'SYSTEM_OPERATIONAL']"
|
||
|
||
- rule: "allow_direct_activation"
|
||
condition: "user_direct_activation_request AND no_system_reminder AND system_state in ['SYSTEM_READY', 'SYSTEM_OPERATIONAL']"
|
||
action: "allow_direct_activation"
|
||
implementation: "activate_as_master_agent"
|
||
debug_exception: "current_state == 'SYSTEM_SELF_DIAGNOSIS'"
|
||
|
||
- rule: "suppress_task_calls_during_initialization"
|
||
condition: "system_state not in ['SYSTEM_READY', 'SYSTEM_OPERATIONAL']"
|
||
action: "block_task_delegation"
|
||
implementation: "queue_for_execution_when_ready"
|
||
debug_exception: "current_state == 'SYSTEM_SELF_DIAGNOSIS'"
|
||
|
||
logging:
|
||
log_detected_reminders: true
|
||
log_bypass_actions: true
|
||
log_self_diagnosis_context: true
|
||
log_agent_activation_filter: true
|
||
log_suppression_actions: true
|
||
log_level: "info"
|
||
|
||
# === PERFORMANCE MONITOR ===
|
||
# Mission: Provide comprehensive performance monitoring and optimization insights across all system components. This system eliminates scattered performance tracking and delivers unified metrics analysis and optimization recommendations.
|
||
|
||
performance_monitor:
|
||
enabled: true
|
||
architecture: "hierarchical"
|
||
integration_with: "unified_state_manager"
|
||
persistence: true
|
||
alerting: true
|
||
|
||
# System Level Performance Metrics
|
||
system_level_metrics:
|
||
state_transition_performance:
|
||
track_all_transitions: true
|
||
slow_transitions_threshold: 5s
|
||
critical_transitions_only: true
|
||
|
||
resource_utilization:
|
||
cpu_usage_tracking: true
|
||
memory_usage_tracking: true
|
||
mcp_server_utilization: true
|
||
agent_availability_metrics: true
|
||
|
||
operation_throughput:
|
||
tasks_per_minute: true
|
||
average_execution_time: true
|
||
success_rate_by_state: true
|
||
failure_rate_trends: true
|
||
|
||
# Component Level Metrics
|
||
component_level_metrics:
|
||
delegation_metrics:
|
||
delegation_success_rate: true
|
||
agent_selection_time: true
|
||
competency_check_time: true
|
||
assignment_efficiency: true
|
||
monitoring_overhead: true
|
||
|
||
execution_metrics:
|
||
execution_success_rate: true
|
||
state_transition_frequency: true
|
||
resource_contention_efficiency: true
|
||
error_recovery_time: true
|
||
|
||
error_recovery_metrics:
|
||
recovery_success_rate: true
|
||
average_recovery_time: true
|
||
pattern_recognition_rate: true
|
||
escalation_frequency: true
|
||
|
||
# Operation Level Metrics
|
||
operation_level_metrics:
|
||
task_lifecycle_metrics:
|
||
queuing_time: true
|
||
preparation_time: true
|
||
execution_time: true
|
||
monitoring_time: true
|
||
cleanup_time: true
|
||
|
||
guard_performance:
|
||
guard_block_rate: true
|
||
guard_efficiency: true
|
||
fallback_success_rate: true
|
||
|
||
# Performance Monitoring Integration
|
||
monitoring_integration:
|
||
state_change_events: true
|
||
transition_performance_tracking: true
|
||
resource_performance_alerts: true
|
||
bottleneck_detection: true
|
||
predictive_analytics: true
|
||
|
||
# Alert System
|
||
alert_system:
|
||
performance_degradation:
|
||
threshold: 20% performance_degradation
|
||
triggers: ["slow_transitions", "high_resource_usage", "frequent_failures"]
|
||
actions: ["investigate", "optimize", "escalate"]
|
||
notification_channels: ["system_alerts", "performance_dashboards"]
|
||
|
||
recovery_performance:
|
||
threshold: "recovery_time > average + 50%"
|
||
triggers: ["extended_recovery_attempts", "escalation_frequency"]
|
||
actions: ["strategy_adjustment", "resource_boosting", "manual_intervention"]
|
||
notification_channels: ["recovery_alerts", "escalation_reports"]
|
||
|
||
system_health_monitoring:
|
||
threshold: "system_health < 80%"
|
||
triggers: ["multiple_critical_failures", "cascade_failures", "extended_degraded_state"]
|
||
actions: ["emergency_response", "system_recovery", "manual_intervention"]
|
||
|
||
# Performance Data Collection
|
||
data_collection:
|
||
real_time_metrics: true
|
||
historical_analysis: true
|
||
trend_analysis: true
|
||
predictive_modeling: true
|
||
|
||
retention_period: "90_days"
|
||
aggregation_intervals: ["real_time", "hourly", "daily", "weekly", "monthly"]
|
||
|
||
# Performance Reporting
|
||
reporting:
|
||
automated_reports: true
|
||
performance_dashboards: true
|
||
trend_analysis_reports: true
|
||
capacity_planning_reports: true
|
||
|
||
# === STATE PERSISTENCE ===
|
||
# Mission: Ensure reliable and consistent state persistence across all system components. This system eliminates fragmented state storage approaches and provides unified state management with automatic backup and recovery capabilities.
|
||
|
||
state_persistence:
|
||
enabled: true
|
||
architecture: "hierarchical"
|
||
integration_with: "unified_state_manager"
|
||
storage_backend: "serena"
|
||
backup_enabled: true
|
||
recovery_enabled: true
|
||
|
||
# State Persistence Configuration
|
||
persistence_config:
|
||
save_critical_states: true
|
||
save_transition_history: true
|
||
save_performance_metrics: true
|
||
save_recovery_patterns: true
|
||
save_guard_violations: true
|
||
|
||
# State Data Structure
|
||
state_storage:
|
||
system_level:
|
||
current_state: "string"
|
||
state_history: "array"
|
||
transition_history: "array"
|
||
performance_history: "array"
|
||
error_history: "array"
|
||
|
||
component_level:
|
||
delegation_engine:
|
||
current_state: "string"
|
||
state_history: "array"
|
||
transition_history: "array"
|
||
performance_metrics: "object"
|
||
|
||
task_execution_coordinator:
|
||
current_state: "string"
|
||
state_history: "array"
|
||
transition_history: "array"
|
||
performance_metrics: "object"
|
||
|
||
error_recovery_handler:
|
||
current_state: "string"
|
||
state_history: "array"
|
||
recovery_history: "array"
|
||
success_patterns: "object"
|
||
|
||
# Automatic Recovery
|
||
auto_recovery:
|
||
enabled: true
|
||
recovery_triggers: ["state_persistence_failure", "state_corruption_detected"]
|
||
recovery_strategies: ["state_rollback", "state_reset", "system_reboot"]
|
||
|
||
# Event Integration
|
||
event_integration:
|
||
state_persistence_events: ["state_persists", "state_restored", "persistence_failed"]
|
||
recovery_events: ["recovery_completed", "recovery_failed", "auto_recovery_executed"]
|
||
monitoring_events: ["state_metrics_updated", "performance_alert_triggered"]
|
||
|
||
# Backup and Export
|
||
backup_system:
|
||
scheduled_backups: true
|
||
backup_frequency: "daily"
|
||
retention_period: "30 days"
|
||
export_format: "structured_yaml"
|
||
import_capability: true
|
||
|
||
backup_data:
|
||
system_state: true
|
||
component_states: true
|
||
performance_metrics: true
|
||
transition_history: true
|
||
error_patterns: true
|
||
|
||
|
||
|
||
# === STATE EVENT HANDLER ===
|
||
# Mission: Monitor and respond to all state changes across the system with unified event handling. This system eliminates fragmented state observation and provides consistent state change detection and automated response coordination.
|
||
|
||
unified_state_observer:
|
||
description: "Unified state monitoring system replacing multiple observers"
|
||
subscribes_to: ["system.state.changed", "state_machine.transition"]
|
||
timeout: "2s"
|
||
state_handlers:
|
||
ready:
|
||
publishes: ["system.task_processing.enabled"]
|
||
actions: ["enable_all_services", "reset_error_counters"]
|
||
degraded:
|
||
publishes: ["system.functionality.reduced", "system.emergency_mode.enabled"]
|
||
actions: ["limit_non_critical_operations", "increase_monitoring_frequency"]
|
||
failed:
|
||
publishes: ["system.recovery.initiated", "system.alert.critical"]
|
||
actions: ["initiate_recovery_sequence", "notify_administrators", "disable_new_tasks"]
|
||
shutdown:
|
||
publishes: ["system.shutdown.completed"]
|
||
actions: ["graceful_service_shutdown", "save_state", "cleanup_resources"]
|
||
transition_validation: true
|
||
state_history_tracking: 50
|
||
|
||
# === SHARED STATE MACHINE COMPONENTS ===
|
||
|
||
# Unified Task Handler - eliminates duplication between state machines
|
||
|
||
unified_task_handler:
|
||
enabled: true
|
||
architecture: "component_based"
|
||
shared_operations:
|
||
# Common operations across all state machines
|
||
validation_operations:
|
||
- name: "resource_availability_validation"
|
||
method: "check_resources_above_threshold"
|
||
config:
|
||
threshold: 0.2
|
||
completion_triggers: ["resource_check_complete", "threshold_verified"]
|
||
retry_attempts: 3
|
||
|
||
- name: "system_health_validation"
|
||
method: "check_system_health"
|
||
config:
|
||
min_health: 0.8
|
||
critical_components: ["state_manager", "event_bus", "error_handler"]
|
||
|
||
- name: "dependency_validation"
|
||
method: "validate_dependencies_available"
|
||
config:
|
||
required_components: "dynamic_based_on_context"
|
||
|
||
# Legacy compatibility layer removed - functionality integrated into unified system
|
||
|
||
monitoring_operations:
|
||
- name: "performance_tracking"
|
||
method: "track_operation_metrics"
|
||
metrics:
|
||
- "execution_time"
|
||
- "resource_usage"
|
||
- "success_rate"
|
||
- "error_count"
|
||
|
||
- name: "state_transition_monitoring"
|
||
method: "monitor_state_changes"
|
||
tracking:
|
||
transition_times: true
|
||
transition_success_rate: true
|
||
failure_patterns: true
|
||
|
||
cleanup_operations:
|
||
- name: "resource_cleanup"
|
||
method: "release_allocated_resources"
|
||
config:
|
||
force_release: false
|
||
completion_triggers: ["cleanup_complete", "resources_freed"]
|
||
|
||
- name: "state_cleanup"
|
||
method: "cleanup_temporary_state"
|
||
config:
|
||
preserve_history: true
|
||
cleanup_level: "temporal_only"
|
||
|
||
# Common Transition Engine - unified logic for all state transitions
|
||
|
||
common_transition_engine:
|
||
enabled: true
|
||
architecture: "event_driven"
|
||
validation_framework:
|
||
# Universal validators for all transitions
|
||
pre_transition_validators:
|
||
- name: "source_state_validator"
|
||
method: "validate_current_state_allowed"
|
||
config:
|
||
check_state_existence: true
|
||
check_transition_permissions: true
|
||
|
||
- name: "target_state_validator"
|
||
method: "validate_target_state_reachable"
|
||
config:
|
||
check_dependencies: true
|
||
check_resource_requirements: true
|
||
|
||
- name: "system_constraints_validator"
|
||
method: "validate_system_constraints"
|
||
constraints:
|
||
resource_availability: "> 20%"
|
||
system_health: "> 80%"
|
||
no_critical_errors: true
|
||
|
||
post_transition_validators:
|
||
- name: "transition_success_validator"
|
||
method: "validate_transition_completed_successfully"
|
||
config:
|
||
check_state_consistency: true
|
||
check_resource_cleanup: true
|
||
|
||
- name: "system_impact_validator"
|
||
method: "validate_system_impact_acceptable"
|
||
config:
|
||
max_performance_impact: "10%"
|
||
max_resource_usage: "80%"
|
||
|
||
# Shared Resource Manager - eliminates resource conflicts
|
||
|
||
shared_resource_manager:
|
||
enabled: true
|
||
architecture: "hierarchical"
|
||
resource_pools:
|
||
# Centralized resource management
|
||
computation_resources:
|
||
allocation_strategy: "fair_sharing_with_priority"
|
||
preemption_enabled: true
|
||
deadlock_detection: true
|
||
|
||
io_resources:
|
||
allocation_strategy: "event_driven_coordination"
|
||
event_coordination: true
|
||
|
||
state_resources:
|
||
allocation_strategy: "copy_on_write"
|
||
conflict_resolution: "timestamp_priority"
|
||
|
||
resource_locking:
|
||
strategy: "hierarchical_locking"
|
||
release_triggers: ["operation_complete", "resource_release_requested", "lock_expiry_event"]
|
||
deadlock_prevention: true
|
||
priority_inheritance: true
|
||
event_based_coordination: true
|
||
|
||
# === RESILIENCE ENGINE ===
|
||
# Mission: Ensure the agent can handle failures gracefully and recover from them. This system centralizes error handling, retry logic, and fail-safes to provide a consistent resilience layer.
|
||
resilience_engine:
|
||
enabled: true
|
||
architecture: "layered"
|
||
error_classification:
|
||
# Standardized error categories
|
||
critical_errors:
|
||
- "system_failure"
|
||
- "resource_exhaustion"
|
||
- "deadlock_detected"
|
||
recovery_strategies: ["emergency_stop", "resource_reallocation", "forced_recovery"]
|
||
|
||
coordination_errors:
|
||
- "operation_stalled"
|
||
- "response_missing"
|
||
- "connection_lost"
|
||
recovery_strategies: ["event_retry", "coordination_restart", "fallback_operation"]
|
||
|
||
validation_errors:
|
||
- "invalid_state"
|
||
- "resource_unavailable"
|
||
- "dependency_missing"
|
||
recovery_strategies: ["state_correction", "resource_reallocation", "dependency_resolution"]
|
||
|
||
error_recovery:
|
||
universal_strategies:
|
||
exponential_backoff:
|
||
base_delay: "1s"
|
||
max_delay: "30s"
|
||
multiplier: 2.0
|
||
max_attempts: 3
|
||
|
||
graceful_degradation:
|
||
enabled: true
|
||
degradation_levels: ["minimal", "basic", "full"]
|
||
|
||
circuit_breaker:
|
||
enabled: true
|
||
failure_threshold: 3
|
||
recovery_triggers: ["circuit_recovery_ready", "system_stabilized"]
|
||
# Universal retry configuration
|
||
universal_retry_config:
|
||
enabled: true
|
||
default_strategy: "exponential_backoff"
|
||
|
||
exponential_backoff:
|
||
base_delay: "1s"
|
||
max_delay: "30s"
|
||
multiplier: 2.0
|
||
jitter: true
|
||
max_attempts: 3
|
||
|
||
linear_backoff:
|
||
base_delay: "2s"
|
||
increment: "2s"
|
||
max_delay: "60s"
|
||
max_attempts: 5
|
||
|
||
fixed_delay:
|
||
delay: "5s"
|
||
max_attempts: 10
|
||
|
||
# State-specific retry strategies
|
||
state_specific_retries:
|
||
# Analyzing state retry
|
||
analyzing_state:
|
||
enabled: true
|
||
strategies: ["exponential_backoff", "resource_reallocation"]
|
||
custom_actions:
|
||
on_retry:
|
||
- "adjust_analysis_parameters"
|
||
- "reduce_analysis_scope"
|
||
- "use_cached_data"
|
||
on_failure:
|
||
- "fallback_to_basic_analysis"
|
||
- "request_human_intervention"
|
||
|
||
# Competency check retry
|
||
competency_check_state:
|
||
enabled: true
|
||
strategies: ["exponential_backoff", "alternative_criteria"]
|
||
custom_actions:
|
||
on_retry:
|
||
- "lower_competency_threshold"
|
||
- "expand_search_criteria"
|
||
- "use_alternative_agents"
|
||
on_failure:
|
||
- "proceed_with_best_available"
|
||
- "require_manual_approval"
|
||
|
||
# Strategy selection retry
|
||
strategy_selection_state:
|
||
enabled: true
|
||
strategies: ["exponential_backoff", "default_strategy_fallback"]
|
||
custom_actions:
|
||
on_retry:
|
||
- "expand_strategy_options"
|
||
- "use_heuristic_selection"
|
||
- "simplify_selection_criteria"
|
||
on_failure:
|
||
- "use_default_safe_strategy"
|
||
- "escalate_to_manual_selection"
|
||
|
||
# Monitoring state retry
|
||
monitoring_state:
|
||
enabled: true
|
||
strategies: ["linear_backoff", "enhanced_monitoring"]
|
||
custom_actions:
|
||
on_retry:
|
||
- "increase_monitoring_frequency"
|
||
- "expand_monitoring_scope"
|
||
- "adjust_thresholds"
|
||
on_failure:
|
||
- "continue_with_essential_monitoring"
|
||
- "activate_alert_system"
|
||
|
||
# === CONCURRENCY MANAGER ===
|
||
# Mission: Manage concurrent operations safely and efficiently. This system provides a unified approach to handling race conditions, deadlocks, and synchronization to ensure stable multi-threaded execution.
|
||
concurrency_manager:
|
||
# Atomic Operations Framework
|
||
atomic_operations:
|
||
enabled: true
|
||
implementation: "compare_and_swap"
|
||
|
||
state_operations:
|
||
- name: "atomic_state_transition"
|
||
method: "atomic_compare_and_swap_state"
|
||
validation: "pre_and_post_state_validation"
|
||
|
||
- name: "atomic_counter_update"
|
||
method: "fetch_and_increment"
|
||
overflow_protection: true
|
||
|
||
- name: "atomic_flag_operations"
|
||
method: "memory_barrier_protected_flags"
|
||
ordering: "sequential_consistency"
|
||
|
||
# Synchronization Primitives
|
||
synchronization_primitives:
|
||
# Enhanced mutex system
|
||
mutex_system:
|
||
type: "timeout_mutexes"
|
||
features:
|
||
- "priority_inheritance"
|
||
- "deadlock_detection"
|
||
- "recursive_locking"
|
||
- "lock_statistics"
|
||
event_config:
|
||
completion_triggers: ["operation_complete", "resource_ready"]
|
||
coordination_events: true
|
||
event_prioritization: true
|
||
|
||
# Fair semaphore system
|
||
semaphore_system:
|
||
type: "fair_scheduling_semaphore"
|
||
features:
|
||
- "fifo_ordering"
|
||
- "priority_boosting"
|
||
- "semaphore_statistics"
|
||
- "dynamic_adjustment"
|
||
|
||
# Phase barriers for synchronization
|
||
barrier_system:
|
||
type: "phase_synchronization_barrier"
|
||
features:
|
||
- "resettable_barriers"
|
||
- "event_coordination"
|
||
- "participant_management"
|
||
- "barrier_statistics"
|
||
|
||
# Concurrent State Management
|
||
concurrent_state_management:
|
||
# Snapshot isolation for reads
|
||
read_isolation:
|
||
enabled: true
|
||
method: "mvcc_snapshot_isolation"
|
||
config:
|
||
max_snapshot_age: "30s"
|
||
snapshot_cleanup: "periodic"
|
||
|
||
# Write-ahead logging for writes
|
||
write_serialization:
|
||
enabled: true
|
||
method: "write_ahead_logging"
|
||
config:
|
||
log_buffer_size: "1MB"
|
||
fsync_policy: "group_commit"
|
||
checkpoint_frequency: "every_1000_writes"
|
||
|
||
# Lock-free data structures
|
||
lockfree_structures:
|
||
enabled: true
|
||
structures:
|
||
- name: "lockfree_queue"
|
||
implementation: "michael_scott_queue"
|
||
|
||
- name: "lockfree_stack"
|
||
implementation: "treiber_stack"
|
||
|
||
- name: "lockfree_hashtable"
|
||
implementation: "hopscotch_hashing"
|
||
# Deadlock detection fixes
|
||
deadlock_detection_fixes:
|
||
# Real-time wait-for graph monitoring
|
||
wait_for_graph_monitoring:
|
||
enabled: true
|
||
algorithm: "tarjan_strongly_connected_components"
|
||
monitoring_frequency: "continuous"
|
||
action_on_detection: "immediate_resolution"
|
||
|
||
# Priority inheritance protocol fixes
|
||
priority_inheritance_fixes:
|
||
enabled: true
|
||
implementation: "priority_ceiling_protocol"
|
||
features:
|
||
- "transitive_priority_boost"
|
||
- "priority_decay_prevention"
|
||
- "priority_inheritance_tracking"
|
||
|
||
# Timeout-based deadlock prevention
|
||
timeout_deadlock_prevention:
|
||
enabled: true
|
||
strategy: "hierarchical_resource_ordering"
|
||
config:
|
||
global_resource_order: true
|
||
timeout_escalation: "exponential_backoff"
|
||
victim_selection: "minimum_progress_loss"
|
||
|
||
# State persistence race condition fixes
|
||
state_persistence_fixes:
|
||
# Atomic state snapshots
|
||
atomic_state_snapshots:
|
||
enabled: true
|
||
method: "copy_on_write_snapshots"
|
||
config:
|
||
snapshot_frequency: "on_every_change"
|
||
compression: "lz4"
|
||
verification: "checksum_validation"
|
||
|
||
# Consistent state replication
|
||
consistent_replication:
|
||
enabled: true
|
||
method: "quorum_based_replication"
|
||
config:
|
||
replication_factor: 3
|
||
consistency_level: "linearizable"
|
||
leader_election: "raft_based"
|
||
|
||
# Concurrent state access control
|
||
concurrent_access_control:
|
||
enabled: true
|
||
method: "read_write_locks"
|
||
config:
|
||
writer_priority: true
|
||
reader_prefetch: true
|
||
lock_upgrade: "allowed_with_validation"
|
||
|
||
# Resource allocation race condition fixes
|
||
resource_allocation_fixes:
|
||
# Atomic resource allocation
|
||
atomic_resource_allocation:
|
||
enabled: true
|
||
method: "atomic_compare_and_swap_allocation"
|
||
config:
|
||
allocation_units: "fine_grained"
|
||
deallocation_immediate: true
|
||
fragmentation_prevention: true
|
||
|
||
# Fair resource scheduling
|
||
fair_resource_scheduling:
|
||
enabled: true
|
||
method: "weighted_fair_queuing"
|
||
config:
|
||
priority_weights: "configurable"
|
||
aging_factor: true
|
||
quantum_adjustment: "dynamic"
|
||
|
||
# Resource pool management
|
||
resource_pool_management:
|
||
enabled: true
|
||
method: "concurrent_pool_with_seggregation"
|
||
config:
|
||
pool_segregation: "by_resource_type"
|
||
load_balancing: "work_stealing"
|
||
pool_migration: "automatic"
|
||
|
||
# === VALIDATOR TEST FRAMEWORK ===
|
||
# Mission: Provide comprehensive testing and validation for all system components and state transitions. This system eliminates inconsistent testing approaches and delivers unified validation with automated test generation and execution.
|
||
|
||
validator_test_framework:
|
||
# Test configuration
|
||
test_configuration:
|
||
enabled: true
|
||
auto_generate_tests: true
|
||
test_frequency: "on_every_change"
|
||
coverage_target: 0.95
|
||
|
||
# Transition validation tests
|
||
transition_validation_tests:
|
||
# Valid transition tests
|
||
valid_transition_tests:
|
||
- name: "test_all_valid_system_transitions"
|
||
method: "enumerate_and_test_all_valid_transitions"
|
||
validation_points:
|
||
- "pre_conditions_satisfied"
|
||
- "post_conditions_met"
|
||
- "side_effects_correct"
|
||
- "performance_within_limits"
|
||
|
||
- name: "test_state_machine_integration"
|
||
method: "cross_machine_transition_validation"
|
||
validation_points:
|
||
- "inter_machine_consistency"
|
||
- "resource_allocation_correct"
|
||
- "no_state_leakage"
|
||
|
||
# Invalid transition blocking tests
|
||
invalid_transition_tests:
|
||
- name: "test_invalid_transition_blocking"
|
||
method: "attempt_all_invalid_transitions"
|
||
validation_points:
|
||
- "transitions_properly_blocked"
|
||
- "appropriate_errors_raised"
|
||
- "system_state_unchanged"
|
||
|
||
- name: "test_concurrent_invalid_transitions"
|
||
method: "concurrent_invalid_transition_attempts"
|
||
validation_points:
|
||
- "race_condition_resistance"
|
||
- "atomic_block_behavior"
|
||
|
||
# Event coordination and performance tests
|
||
event_coordination_tests:
|
||
- name: "test_event_driven_coordination"
|
||
method: "simulate_event_scenarios"
|
||
event_scenarios:
|
||
- "completion_event_handling"
|
||
- "coordination_event_processing"
|
||
- "resource_coordination_events"
|
||
|
||
- name: "test_performance_under_load"
|
||
method: "stress_test_with_concurrent_events"
|
||
load_scenarios:
|
||
- "high_frequency_transitions"
|
||
- "concurrent_state_changes"
|
||
- "resource_contention"
|
||
|
||
# Integration and scenario tests
|
||
integration_scenario_tests:
|
||
- name: "test_system_bootstrap_scenarios"
|
||
method: "simulate_bootstrap_with_failures"
|
||
scenarios:
|
||
- "partial_component_failure"
|
||
- "resource_shortage"
|
||
- "network_partition"
|
||
|
||
- name: "test_recovery_scenarios"
|
||
method: "simulate_failure_and_recovery"
|
||
scenarios:
|
||
- "cascade_failure"
|
||
- "partial_recovery"
|
||
- "complete_system_recovery"
|
||
|
||
- name: "test_concurrent_access_scenarios"
|
||
method: "simulate_concurrent_state_access"
|
||
scenarios:
|
||
- "simultaneous_read_write"
|
||
- "concurrent_transitions"
|
||
- "resource_competition"
|
||
|
||
# Test utilities and helpers
|
||
test_utilities:
|
||
# Mock system for testing
|
||
mock_system:
|
||
enabled: true
|
||
capabilities:
|
||
- "controlled_failure_injection"
|
||
- "timing_control"
|
||
- "resource_simulation"
|
||
- "state_manipulation"
|
||
|
||
# Test data generators
|
||
test_data_generators:
|
||
enabled: true
|
||
generators:
|
||
- name: "state_transition_generator"
|
||
method: "generate_valid_and_invalid_transitions"
|
||
|
||
- name: "load_scenario_generator"
|
||
method: "generate_stress_test_scenarios"
|
||
|
||
- name: "failure_scenario_generator"
|
||
method: "generate_realistic_failure_scenarios"
|
||
|
||
# Test result validation
|
||
test_result_validation:
|
||
enabled: true
|
||
validators:
|
||
- name: "state_consistency_validator"
|
||
method: "validate_state_machine_consistency"
|
||
|
||
- name: "performance_validator"
|
||
method: "validate_performance_requirements"
|
||
|
||
- name: "resource_usage_validator"
|
||
method: "validate_resource_usage_bounds"
|
||
|
||
# Event-driven configuration
|
||
|
||
event_driven_config:
|
||
# Critical events (bootstrap and system failures)
|
||
critical:
|
||
timeout: 10s
|
||
retry_attempts: 3
|
||
parallel: true
|
||
fallback: "minimal_bootstrap"
|
||
|
||
# High priority events (core functionality)
|
||
high:
|
||
timeout: 30s
|
||
retry_attempts: 2
|
||
parallel: true
|
||
fallback: "graceful_degradation"
|
||
|
||
# Medium priority events (discovery and analysis)
|
||
medium:
|
||
timeout: 60s
|
||
retry_attempts: 1
|
||
parallel: true
|
||
fallback: "partial_functionality"
|
||
|
||
# Low priority events (optimization and enhancement)
|
||
low:
|
||
timeout: 120s
|
||
retry_attempts: 1
|
||
parallel: true
|
||
fallback: "skip_on_failure"
|
||
|
||
|
||
|
||
optional_bootstrap:
|
||
description: "Enhancement components that improve user experience"
|
||
priority: "medium"
|
||
timeout: 20s
|
||
retry_attempts: 1
|
||
failure_action: "graceful_degradation"
|
||
|
||
depends_on: ["unified_state_manager_integration.completed", "event_system.alignment.healthy"]
|
||
|
||
phases:
|
||
# Phase 4: User Experience Enhancement (8-10s)
|
||
phase4_greeting_generation:
|
||
description: "Dynamic greeting generation and user welcome"
|
||
priority: "high"
|
||
handlers: ["dynamic_greeting_generation"]
|
||
timeout: 5s
|
||
fallback: "basic_greeting_template"
|
||
|
||
# Phase 5: Performance Optimization (10-15s)
|
||
phase5_optimization_enhancements:
|
||
description: "Background optimization and caching"
|
||
priority: "medium"
|
||
handlers: ["cache_warming", "performance_optimization"]
|
||
parallel: true
|
||
timeout: 10s
|
||
max_concurrent: 2
|
||
background: true
|
||
|
||
# Phase 6: Advanced Features (15s+)
|
||
phase6_monitoring_setup:
|
||
description: "Advanced monitoring and analytics"
|
||
priority: "low"
|
||
handlers: ["advanced_capability_analysis", "enhanced_monitoring"]
|
||
parallel: true
|
||
timeout: 15s
|
||
max_concurrent: 2
|
||
background: true
|
||
|
||
completion_event: "system.bootstrap.optional.completed"
|
||
completion_triggers: ["system.enhanced.functionality.enabled"]
|
||
|
||
# === SYSTEM STATES MANAGEMENT ===
|
||
system_states:
|
||
core_ready:
|
||
description: "Core system ready for basic operations"
|
||
dependencies: ["system.bootstrap.core.completed"]
|
||
triggers: ["system.core.functionality.enabled"]
|
||
capabilities: ["basic_task_processing", "agent_discovery", "tool_selection"]
|
||
timeout: 0s
|
||
|
||
full_ready:
|
||
description: "Full system ready with all enhancements"
|
||
dependencies: ["system.bootstrap.optional.completed"]
|
||
triggers: ["system.enhanced.functionality.enabled"]
|
||
capabilities: ["advanced_task_processing", "dynamic_greeting", "performance_optimization"]
|
||
timeout: 0s
|
||
|
||
operational_fallback:
|
||
description: "System operating with core functionality only"
|
||
dependencies: ["system.bootstrap.core.completed"]
|
||
condition: "optional_bootstrap.failed OR optional_bootstrap.timeout"
|
||
triggers: ["system.limited.functionality.enabled"]
|
||
capabilities: ["essential_task_processing", "basic_agent_discovery"]
|
||
user_notification: "System running in enhanced mode (some features limited)"
|
||
|
||
emergency_mode:
|
||
description: "Minimal system operation"
|
||
dependencies: ["event_system.health_monitoring"]
|
||
condition: "unified_state_manager_integration.failed AND event_system.failed"
|
||
triggers: ["system.emergency.functionality.enabled"]
|
||
capabilities: ["error_handling_only"]
|
||
user_notification: "System in emergency mode - limited functionality"
|
||
|
||
# === COMPATIBILITY EVENTS (Unified Support) ===
|
||
system.bootstrap.started:
|
||
description: "System initialization process started"
|
||
priority: "critical"
|
||
triggers: ["event_system.bootstrap_started"]
|
||
|
||
system.discovery.started:
|
||
description: "Resource discovery process initiated"
|
||
priority: "critical"
|
||
triggers: ["event_system.discovery_started"]
|
||
|
||
system.bootstrap.completed:
|
||
description: "Core system fully initialized - READY FOR TASKS"
|
||
priority: "critical"
|
||
triggers: ["unified_state_manager.transition.to.SYSTEM_READY"]
|
||
completion_message: "System core ready - unified event-driven architecture active"
|
||
|
||
system.greeting.started:
|
||
description: "Greeting generation process (optional enhancement)"
|
||
priority: "medium"
|
||
handlers: ["dynamic_greeting_generation"]
|
||
|
||
dependencies: ["unified_state_manager.transition.to.SYSTEM_READY"]
|
||
timeout: 5s
|
||
fallback: "basic_greeting_template"
|
||
failure_impact: "non_critical"
|
||
|
||
# High Priority Events (Core functionality)
|
||
system.integration.started:
|
||
description: "System integration phase started"
|
||
priority: "high"
|
||
handlers: ["system_integration_phase"]
|
||
dependencies: ["system.bootstrap.completed"]
|
||
|
||
system.readiness.started:
|
||
description: "System readiness verification started"
|
||
priority: "high"
|
||
handlers: ["system_readiness_phase"]
|
||
dependencies: ["system.integration.completed"]
|
||
|
||
# Medium Priority Events (Discovery & Analysis)
|
||
system.memory.adaptive.started:
|
||
description: "Adaptive memory system initialization"
|
||
priority: "medium"
|
||
handlers: ["adaptive_memory_system_phase"]
|
||
dependencies: ["system.bootstrap.completed"]
|
||
parallel: true
|
||
|
||
system.planning.parallel.started:
|
||
description: "Parallel todo planning initialization"
|
||
priority: "medium"
|
||
handlers: ["parallel_todo_planning_phase"]
|
||
dependencies: ["system.bootstrap.completed"]
|
||
parallel: true
|
||
|
||
system.analysis.dynamic.started:
|
||
description: "Dynamic text analysis initialization"
|
||
priority: "medium"
|
||
handlers: ["dynamic_text_analysis_phase"]
|
||
dependencies: ["system.bootstrap.completed"]
|
||
parallel: true
|
||
|
||
# Low Priority Events (Optimization & Enhancement)
|
||
task.received.coordinator.started:
|
||
description: "Task received coordinator activation"
|
||
priority: "low"
|
||
handlers: ["task_received_coordinator"]
|
||
dependencies: ["system.readiness.completed"]
|
||
trigger: "user_interaction"
|
||
|
||
# === CONSOLIDATED TASK LIFECYCLE EVENTS ===
|
||
task.lifecycle.started:
|
||
description: "Unified task lifecycle initiation - replaces analysis/selection/delegation/execution started events"
|
||
priority: "high"
|
||
handlers: ["task_lifecycle_manager"]
|
||
dependencies: ["task.received.coordinator.completed"]
|
||
data_fields: ["task_id", "task_type", "priority", "complexity_estimate", "correlation_id"]
|
||
handlers: ["task_analysis_coordinator", "agent_selection_algorithm", "delegation_engine", "task_execution_coordinator"]
|
||
parallel: true
|
||
phases: ["analysis", "agent_selection", "delegation", "execution"]
|
||
phase_transitions: "automatic"
|
||
|
||
# Agent Discovery Events (integrated from existing system)
|
||
agent.discovery.started:
|
||
description: "Dynamic agent discovery process started"
|
||
priority: "medium"
|
||
handlers: ["dynamic_agent_discovery_phase"]
|
||
dependencies: ["system.bootstrap.completed"]
|
||
parallel: true
|
||
|
||
agent.discovery.method.completed:
|
||
description: "Individual discovery method completed"
|
||
priority: "medium"
|
||
handlers: ["agent_capability_analysis", "progress_tracker"]
|
||
dependencies: ["agent.discovery.started"]
|
||
|
||
agent.registry.updated:
|
||
description: "Agent registry updated with new discoveries"
|
||
priority: "high"
|
||
handlers: ["agent_competency_matching"]
|
||
dependencies: ["agent.discovery.method.completed"]
|
||
|
||
# Parallel Analysis Events
|
||
task.semantic.analysis.started:
|
||
description: "Semantic analysis started"
|
||
priority: "medium"
|
||
handlers: ["semantic_analyzer"]
|
||
dependencies: ["task.analysis.started"]
|
||
parallel: true
|
||
|
||
task.complexity.analysis.started:
|
||
description: "Complexity assessment started"
|
||
priority: "medium"
|
||
handlers: ["complexity_assessor"]
|
||
dependencies: ["task.analysis.started"]
|
||
parallel: true
|
||
|
||
task.domain.analysis.started:
|
||
description: "Domain classification started"
|
||
priority: "medium"
|
||
handlers: ["domain_classifier"]
|
||
dependencies: ["task.analysis.started"]
|
||
parallel: true
|
||
|
||
# === INTELLIGENT TOOL SELECTION SYSTEM ===
|
||
|
||
tool.selection.analysis.started:
|
||
description: "Automatic tool selection analysis based on task complexity"
|
||
priority: "critical"
|
||
handlers: ["intelligent_tool_selector"]
|
||
dependencies: ["task.analysis.completed"]
|
||
parallel: false
|
||
|
||
tool.decision.engine:
|
||
description: "Decision engine for choosing between TASK(), PLAN(), SYSTEM()"
|
||
priority: "critical"
|
||
handlers: ["tool_decision_matrix"]
|
||
dependencies: ["tool.selection.analysis.completed"]
|
||
parallel: false
|
||
|
||
# Adaptive Planning Events
|
||
planning.adaptive.started:
|
||
description: "Adaptive planning process initiated"
|
||
priority: "high"
|
||
handlers: ["adaptive_planning_engine"]
|
||
dependencies: ["tool.decision.engine.completed"]
|
||
parallel: false
|
||
|
||
planning.visual.formatting:
|
||
description: "Visual TODO formatting with hierarchy"
|
||
priority: "medium"
|
||
handlers: ["visual_todo_formatter"]
|
||
dependencies: ["planning.adaptive.started"]
|
||
parallel: false
|
||
|
||
planning.analysis.results:
|
||
description: "Analysis of execution results for replanning"
|
||
priority: "high"
|
||
handlers: ["result_analyzer", "replanning_engine"]
|
||
dependencies: ["any_task.completed"]
|
||
parallel: false
|
||
trigger: "automatic"
|
||
|
||
planning.replanning.triggered:
|
||
description: "Automatic replanning triggered by results"
|
||
priority: "critical"
|
||
handlers: ["adaptive_replanner", "plan_adjuster"]
|
||
dependencies: ["planning.analysis.results"]
|
||
parallel: false
|
||
trigger: "conditional"
|
||
|
||
planning.parallel.coordination:
|
||
description: "Coordination of parallel task groups"
|
||
priority: "medium"
|
||
handlers: ["parallel_coordinator", "dependency_manager"]
|
||
dependencies: ["planning.visual.formatting"]
|
||
parallel: false
|
||
|
||
# === CENTRALIZED EVENT SYSTEM ===
|
||
|
||
system_events:
|
||
# System initialization and lifecycle events
|
||
system.ready:
|
||
description: "System has completed initialization and is ready for operations"
|
||
data_fields: ["system_id", "ready_timestamp", "initialization_duration", "components_ready", "health_score"]
|
||
handlers: ["initialization_master_guard", "monitoring_system", "capability_announcement"]
|
||
priority: "critical"
|
||
|
||
system.bootstrap.started:
|
||
description: "System initialization process started"
|
||
priority: "critical"
|
||
triggers: ["event_system.bootstrap_started"]
|
||
|
||
system.bootstrap.completed:
|
||
description: "Core system fully initialized - READY FOR TASKS"
|
||
priority: "critical"
|
||
triggers: ["unified_state_manager.transition.to.SYSTEM_READY"]
|
||
|
||
system.greeting.started:
|
||
description: "Greeting generation process (optional enhancement)"
|
||
priority: "medium"
|
||
handlers: ["dynamic_greeting_generation"]
|
||
dependencies: ["unified_state_manager.transition.to.SYSTEM_READY"]
|
||
|
||
system.integration.started:
|
||
description: "System integration phase started"
|
||
priority: "high"
|
||
handlers: ["system_integration_phase"]
|
||
dependencies: ["system.bootstrap.completed"]
|
||
|
||
system.readiness.started:
|
||
description: "System readiness verification started"
|
||
priority: "high"
|
||
handlers: ["system_readiness_phase"]
|
||
dependencies: ["system.integration.completed"]
|
||
|
||
task_events:
|
||
# Task lifecycle and management events
|
||
task.received:
|
||
description: "New task received from user"
|
||
data_fields: ["task_id", "description", "metadata", "timestamp", "user_id"]
|
||
handlers: ["task_analysis_coordinator", "monitoring_system"]
|
||
priority: "high"
|
||
|
||
task.lifecycle.started:
|
||
description: "Unified task lifecycle initiation"
|
||
priority: "high"
|
||
handlers: ["task_lifecycle_manager"]
|
||
dependencies: ["task.received.coordinator.completed"]
|
||
data_fields: ["task_id", "task_type", "priority", "complexity_estimate", "correlation_id"]
|
||
handlers: ["task_analysis_coordinator", "agent_selection_algorithm", "delegation_engine", "task_execution_coordinator"]
|
||
parallel: true
|
||
|
||
task.analysis.started:
|
||
description: "Individual analysis component started"
|
||
data_fields: ["task_id", "analysis_type", "start_time", "correlation_id"]
|
||
handlers: ["monitoring_system", "performance_tracker"]
|
||
priority: "medium"
|
||
|
||
task.agent.selected:
|
||
description: "Agent selected for task execution"
|
||
data_fields: ["task_id", "selected_agent", "confidence", "backup_options", "selection_rationale"]
|
||
handlers: ["clarification_subsystem", "delegation_engine", "monitoring_system"]
|
||
priority: "critical"
|
||
|
||
task.execution.completed:
|
||
description: "Task execution process completed"
|
||
priority: "high"
|
||
handlers: ["execution_coordinator"]
|
||
trigger: "on_task_completion"
|
||
dependencies: ["task.tool.execution.authorized"]
|
||
|
||
task.tool.enforcement.started:
|
||
description: "Tool usage enforcement validation started"
|
||
priority: "critical"
|
||
handlers: ["mandatory_tool_enforcement"]
|
||
trigger: "on_any_task_received"
|
||
|
||
task.tool.execution.authorized:
|
||
description: "Task execution authorized with proper tool selection"
|
||
priority: "critical"
|
||
handlers: ["execution_authorizer"]
|
||
dependencies: ["task.tool.selection.validated.completed"]
|
||
|
||
agent_events:
|
||
# Agent discovery and selection events
|
||
agent.discovery.started:
|
||
description: "Dynamic agent discovery process started"
|
||
priority: "medium"
|
||
handlers: ["dynamic_agent_discovery_phase"]
|
||
dependencies: ["system.bootstrap.completed"]
|
||
parallel: true
|
||
|
||
agent.discovery.method.completed:
|
||
description: "Individual discovery method completed"
|
||
priority: "medium"
|
||
handlers: ["agent_capability_analysis", "progress_tracker"]
|
||
dependencies: ["agent.discovery.started"]
|
||
|
||
agent.registry.updated:
|
||
description: "Agent registry updated with new discoveries"
|
||
priority: "high"
|
||
handlers: ["agent_competency_matching"]
|
||
dependencies: ["agent.discovery.method.completed"]
|
||
|
||
operations:
|
||
# === MANDATORY TOOL ENFORCEMENT SYSTEM ===
|
||
|
||
- name: "mandatory_tool_enforcement"
|
||
priority: -1
|
||
method: "enforce_tool_usage_requirements"
|
||
trigger: "on_any_task_received"
|
||
config:
|
||
enforcement_rules:
|
||
all_tasks_must_use_tools: true
|
||
tool_selection_validation: true
|
||
execution_logging: true
|
||
compliance_monitoring: true
|
||
validation_checkpoints:
|
||
pre_execution_validation: true
|
||
tool_availability_check: true
|
||
execution_authorization: true
|
||
post_execution_audit: true
|
||
violation_handling:
|
||
tool_not_used: "block_execution_and_require_tool_selection"
|
||
wrong_tool_selected: "auto_correct_and_log_violation"
|
||
tool_unavailable: "escalate_to_alternative_or_manual"
|
||
audit_requirements:
|
||
log_all_tool_decisions: true
|
||
track_selection_confidence: true
|
||
monitor_execution_success: true
|
||
generate_compliance_reports: true
|
||
output:
|
||
tool_enforcement_status: "boolean"
|
||
selected_tool_type: "string"
|
||
execution_authorized: "boolean"
|
||
compliance_score: "float"
|
||
|
||
# === SYSTEM INITIALIZATION ===
|
||
|
||
# === HYBRID PARALLEL BOOTSTRAP OPERATIONS ===
|
||
|
||
- name: "system_initialization_phase1_critical"
|
||
priority: 1
|
||
method: "parallel_critical_bootstrap"
|
||
trigger: "on_agent_load"
|
||
config:
|
||
bootstrap_operations:
|
||
- operation: "error_system_initialization"
|
||
parallel_group: "critical_components"
|
||
timeout: 500ms
|
||
required_for_system: true
|
||
- operation: "system_reminder_filtering"
|
||
parallel_group: "critical_components"
|
||
timeout: 200ms
|
||
required_for_system: true
|
||
priority: "critical_at_initialization"
|
||
- operation: "monitoring_minimal_setup"
|
||
parallel_group: "critical_components"
|
||
timeout: 500ms
|
||
required_for_system: true
|
||
- operation: "basic_system_readiness"
|
||
parallel_group: "critical_components"
|
||
timeout: 800ms
|
||
required_for_system: true
|
||
parallel_config:
|
||
max_concurrent: 3
|
||
failure_strategy: "continue_with_available"
|
||
timeout_strategy: "force_complete_critical"
|
||
|
||
- name: "system_initialization_phase1_parallel"
|
||
priority: 2
|
||
method: "parallel_core_bootstrap"
|
||
dependencies: ["system_initialization_phase1_critical.completed"]
|
||
config:
|
||
bootstrap_operations:
|
||
- operation: "memory_system_initialization"
|
||
parallel_group: "core_components"
|
||
timeout: 1500ms
|
||
lazy_load: false
|
||
- operation: "essential_mcp_discovery"
|
||
parallel_group: "core_components"
|
||
timeout: 2000ms
|
||
cache_results: true
|
||
- operation: "essential_agents_preload"
|
||
parallel_group: "core_components"
|
||
timeout: 1200ms
|
||
preload_critical_agents: true
|
||
parallel_config:
|
||
max_concurrent: 3
|
||
progress_tracking: true
|
||
early_success_threshold: 2
|
||
|
||
- name: "system_initialization_phase2_discovery"
|
||
priority: 3
|
||
method: "enhanced_parallel_discovery"
|
||
dependencies: ["system_initialization_phase1_parallel.completed"]
|
||
config:
|
||
discovery_operations:
|
||
- operation: "full_mcp_enumeration"
|
||
parallel_group: "discovery_methods"
|
||
timeout: 3000ms
|
||
concurrent_server_limit: 5
|
||
batch_size: 3
|
||
progressive_loading: true
|
||
- operation: "all_agent_discovery_methods"
|
||
parallel_group: "discovery_methods"
|
||
timeout: 4000ms
|
||
concurrent_method_limit: 4
|
||
include_background_methods: true
|
||
- operation: "capability_analysis"
|
||
parallel_group: "discovery_methods"
|
||
timeout: 2500ms
|
||
analyze_essential_first: true
|
||
cache_capabilities: true
|
||
parallel_config:
|
||
max_concurrent: 4
|
||
partial_success_tolerance: 0.7
|
||
fallback_to_cached: true
|
||
|
||
- name: "system_initialization_phase3_integration"
|
||
priority: 4
|
||
method: "parallel_integration_readiness"
|
||
dependencies: ["system_initialization_phase2_discovery.completed"]
|
||
config:
|
||
integration_operations:
|
||
- operation: "system_integration_phase"
|
||
parallel_group: "integration_tasks"
|
||
timeout: 2000ms
|
||
validate_all_components: true
|
||
- operation: "system_readiness_phase"
|
||
parallel_group: "integration_tasks"
|
||
timeout: 1500ms
|
||
health_check_level: "comprehensive"
|
||
parallel_config:
|
||
max_concurrent: 2
|
||
blocking_success: true
|
||
|
||
- name: "system_initialization_phase4_optimization"
|
||
priority: 5
|
||
method: "background_optimization"
|
||
dependencies: ["system_initialization_phase3_integration.completed"]
|
||
config:
|
||
optimization_operations:
|
||
- operation: "performance_optimization"
|
||
parallel_group: "optimization_tasks"
|
||
timeout: 8000ms
|
||
profile_system_usage: true
|
||
- operation: "advanced_capability_analysis"
|
||
parallel_group: "optimization_tasks"
|
||
timeout: 15000ms
|
||
full_analysis_depth: true
|
||
optimization_config:
|
||
background_priority: "low"
|
||
interruptible: true
|
||
progress_reporting: true
|
||
|
||
# === UNIFIED STATE MANAGER INTEGRATION COMPONENT ===
|
||
|
||
- name: "unified_state_manager_integration"
|
||
priority: 0
|
||
method: "integrate_unified_state_management"
|
||
dependencies: []
|
||
condition: "always"
|
||
config:
|
||
integration_type: "hierarchical_state_management"
|
||
system_manager: "unified_state_manager"
|
||
|
||
# Sub-state machine for system boot process
|
||
boot_sequence:
|
||
stages:
|
||
- name: "COMPONENT_INIT"
|
||
description: "Initialize critical system components"
|
||
timeout: 30s
|
||
required_components: ["error_handler", "event_bus", "state_manager"]
|
||
next_stage: "SERVICE_READY"
|
||
|
||
- name: "SERVICE_READY"
|
||
description: "Core services are ready"
|
||
timeout: 20s
|
||
checks: ["mcp_servers_connected", "agent_registry_ready", "no_active_agent_calls", "no_pending_mcp_operations"]
|
||
next_stage: "VALIDATION_COMPLETE"
|
||
|
||
- name: "VALIDATION_COMPLETE"
|
||
description: "System validation complete"
|
||
timeout: 10s
|
||
checks: ["all_validations_passed", "universal_guard_system_v3_0_active", "system_ready_for_operations", "event_system.health_monitoring"]
|
||
next_stage: "SYSTEM_READY"
|
||
|
||
# Boot outputs
|
||
completion_outputs:
|
||
system_ready_event: "unified_state_manager.system_ready"
|
||
all_components_operational: true
|
||
boot_sequence_completed: true
|
||
event_bridge_forwarded: true
|
||
compatibility_active: true
|
||
|
||
# Enhanced guards with unified state integration
|
||
unified_guards:
|
||
- name: "system_state_guard"
|
||
system_level: true
|
||
condition: "unified_state_manager.system_level.current_state in ['SYSTEM_READY', 'SYSTEM_OPERATIONAL']"
|
||
blocked_operations: ["Task", "Plan", "delegate_to_agent", "create_subagent"]
|
||
allowed_operations: ["system_status", "health_check", "configuration_read"]
|
||
fallback: "delay_until_ready"
|
||
priority: "critical"
|
||
|
||
- name: "component_boot_guard"
|
||
system_level: true
|
||
condition: "boot_sequence.stage != 'VALIDATION_COMPLETE'"
|
||
blocked_operations: [
|
||
"task_delegation",
|
||
"complex_planning",
|
||
"Task",
|
||
"Plan",
|
||
"delegate_to_agent",
|
||
"create_subagent",
|
||
"mcp_tool_calls",
|
||
"subtask_execution"
|
||
]
|
||
allowed_operations: [
|
||
"component_initialization",
|
||
"status_checking",
|
||
"list_available_agents",
|
||
"list_available_mcp_tools",
|
||
"system_discovery"
|
||
]
|
||
priority: "high"
|
||
|
||
- name: "initialization_strict_guard"
|
||
system_level: true
|
||
condition: "current_state == 'SYSTEM_BOOT'"
|
||
blocked_operations: [
|
||
"Task",
|
||
"Plan",
|
||
"delegate_to_agent",
|
||
"create_subagent",
|
||
"mcp_tool_calls",
|
||
"subtask_execution"
|
||
]
|
||
allowed_operations_in_boot:
|
||
- operation: "dynamic_agent_discovery"
|
||
tool: "Task"
|
||
allowed_operations: [
|
||
"list_available_agents",
|
||
"list_available_mcp_tools",
|
||
"component_initialization",
|
||
"status_checking",
|
||
"system_discovery",
|
||
"resource_listing"
|
||
]
|
||
priority: "critical"
|
||
fallback: "reject_operation"
|
||
|
||
# Event integration with unified system
|
||
event_integration:
|
||
subscribe_to: ["unified_state_manager.transition.completed", "event_system.compatibility_events"]
|
||
publish_on:
|
||
boot_completed: ["system.boot.complete", "unified_state_manager.transition.to.SYSTEM_READY"]
|
||
boot_failed: ["system.boot.failed", "unified_state_manager.transition.to.SYSTEM_FAILED"]
|
||
stage_completed: ["boot.stage.completed"]
|
||
compatibility_bridge_forwarded: ["event_system.events_forwarded"]
|
||
bridge_health_updated: ["event_system.health_updated"]
|
||
|
||
# Performance monitoring for initialization
|
||
performance_monitoring:
|
||
track_boot_sequence: true
|
||
component_initialization_times: true
|
||
state_transition_performance: true
|
||
guard_performance: true
|
||
|
||
output:
|
||
boot_status: "string"
|
||
current_stage: "string"
|
||
system_state: "string"
|
||
operations_allowed: "boolean"
|
||
performance_metrics: "object"
|
||
transition_log: "array"
|
||
|
||
|
||
|
||
|
||
# === INTELLIGENT TOOL SELECTION COMPONENTS ===
|
||
|
||
- name: "intelligent_tool_selector"
|
||
priority: 10
|
||
method: "automatic_tool_selection_engine"
|
||
dependencies: ["unified_state_manager.ready"]
|
||
config:
|
||
selection_criteria:
|
||
task_complexity_threshold: 3
|
||
domain_specificity_threshold: 0.7
|
||
expertise_requirement_threshold: 0.8
|
||
parallel_execution_threshold: 2
|
||
analysis_parameters:
|
||
complexity_analysis:
|
||
atomic_tasks: "system_tools"
|
||
simple_tasks: "system_tools"
|
||
moderate_tasks: "plan_analysis"
|
||
complex_tasks: "task_delegation"
|
||
enterprise_tasks: "task_delegation"
|
||
domain_expertise:
|
||
general_programming: "system_tools"
|
||
specialized_domains: "task_delegation"
|
||
architecture_domains: "task_delegation"
|
||
security_domains: "task_delegation"
|
||
operation_type:
|
||
file_operations: "system_tools"
|
||
analysis_operations: "plan_analysis"
|
||
design_operations: "task_delegation"
|
||
implementation_operations: "task_delegation"
|
||
decision_matrix:
|
||
system_tools:
|
||
triggers: ["read", "edit", "grep", "bash", "file", "simple", "quick", "local"]
|
||
confidence_threshold: 0.9
|
||
max_execution_time: "30s"
|
||
plan_analysis:
|
||
triggers: ["analyze", "research", "plan", "strategy", "architecture", "requirements", "complex"]
|
||
confidence_threshold: 0.8
|
||
max_execution_time: "5min"
|
||
task_delegation:
|
||
triggers: ["implement", "design", "optimize", "secure", "test", "review", "specialized"]
|
||
confidence_threshold: 0.7
|
||
max_execution_time: "15min"
|
||
initialization_guard:
|
||
check_state: true
|
||
required_state: "READY"
|
||
blocked_states: ["INITIALIZING", "ERROR"]
|
||
fallback_action: "use_system_tools_instead"
|
||
output:
|
||
selected_tool_type: "string"
|
||
selection_confidence: "float"
|
||
selection_rationale: "string"
|
||
alternative_options: "array"
|
||
|
||
- name: "tool_decision_matrix"
|
||
priority: 11
|
||
method: "tool_execution_decision_engine"
|
||
dependencies: ["intelligent_tool_selector.completed"]
|
||
config:
|
||
decision_rules:
|
||
mandatory_system_tools:
|
||
- file_read_operations
|
||
- basic_file_edits
|
||
- git_operations
|
||
- simple_bash_commands
|
||
mandatory_plan_analysis:
|
||
- architecture_analysis
|
||
- requirements_gathering
|
||
- complex_problem_decomposition
|
||
- risk_assessment
|
||
mandatory_task_delegation:
|
||
- security_vulnerability_assessment
|
||
- performance_optimization
|
||
- complex_feature_implementation
|
||
- multi_system_integration
|
||
execution_enforcement:
|
||
tool_usage_mandatory: true
|
||
fallback_allowed: false
|
||
validation_required: true
|
||
audit_trail_enabled: true
|
||
error_handling:
|
||
tool_unavailable: "escalate_to_next_priority"
|
||
execution_failure: "retry_with_alternative_tool"
|
||
validation_failure: "require_manual_intervention"
|
||
output:
|
||
execution_plan: "object"
|
||
tool_assignments: "array"
|
||
execution_sequence: "array"
|
||
validation_checkpoints: "array"
|
||
|
||
# Compatibility with event bridge priority
|
||
- name: "system_initialization_legacy_fallback"
|
||
description: "Enhanced fallback with unified system priority and event bridge support"
|
||
priority: 20 # Lowest priority - after unified and bridge systems
|
||
method: "enhanced_compatibility_bootstrap_redirect"
|
||
trigger: "on_agent_load"
|
||
condition: "unified_state_manager_integration.failed AND event_system.failed"
|
||
config:
|
||
redirect_to_new_system: true
|
||
try_event_bridge_first: true
|
||
compatibility: true
|
||
minimum_components_only: true
|
||
fallback_priority: "emergency"
|
||
error_handling:
|
||
bootstrap_failure:
|
||
action: "activate_emergency_bootstrap"
|
||
log_error: true
|
||
notify_user: true
|
||
partial_failure:
|
||
action: "continue_with_core_components"
|
||
log_warning: true
|
||
timeout_failure:
|
||
action: "force_bootstrap_completion"
|
||
notify_user: "Bootstrap completed with minimal components"
|
||
unified_system_failure:
|
||
action: "activate_compatibility_fallback"
|
||
log_error: true
|
||
notify_user: "Unified system failed, activating legacy fallback"
|
||
timeout: 10s
|
||
event_bridge_failure:
|
||
action: "try_unified_direct"
|
||
log_warning: true
|
||
notify_user: "Event bridge failed, trying unified system directly"
|
||
output:
|
||
bootstrap_complete: "boolean"
|
||
basic_monitoring_active: "boolean"
|
||
system_health_score: "float"
|
||
fallback_systems_ready: "boolean"
|
||
memory_system_active: "boolean"
|
||
memory_patterns_loaded: "integer"
|
||
initialization_time: "float"
|
||
bootstrap_operations_summary: "object"
|
||
# Resource inventory outputs
|
||
mcp_servers_discovered: "integer"
|
||
mcp_categories_found: "object"
|
||
mcp_tools_count: "integer"
|
||
agents_discovered: "integer"
|
||
agent_categories_found: "object"
|
||
resource_scan_complete: "boolean"
|
||
system_health_score: "float"
|
||
# Greeting generation outputs
|
||
greeting_generated: "boolean"
|
||
greeting_content: "object"
|
||
system_capabilities_summary: "object"
|
||
# Event generation trigger
|
||
system_initialization_complete: "boolean"
|
||
|
||
# === SYSTEM DISCOVERY PHASE ===
|
||
|
||
- name: "system_discovery_phase"
|
||
priority: 2
|
||
method: "discover_system_components"
|
||
dependencies:
|
||
required_inputs:
|
||
- component: "system_initialization"
|
||
expected_outputs: ["bootstrap_complete", "basic_monitoring_active"]
|
||
validation: "bootstrap_complete == true && basic_monitoring_active == true"
|
||
config:
|
||
discovery_operations:
|
||
- priority: 1
|
||
operation: "mcp_server_discovery"
|
||
description: "Real-time discovery and analysis of MCP servers using ListMcpResourcesTool"
|
||
implementation:
|
||
tool: "ListMcpResourcesTool"
|
||
parallel_execution: true
|
||
timeout: 30
|
||
retry_count: 3
|
||
servers: ["all_available"]
|
||
error_handling:
|
||
timeout_action: "continue_with_discovered"
|
||
failure_action: "log_error_continue"
|
||
partial_success_action: "use_available_servers"
|
||
- priority: 2
|
||
operation: "agent_registry_construction"
|
||
description: "Build registry of available agents through multiple discovery methods"
|
||
implementation:
|
||
tool: "Task"
|
||
parallel_execution: true
|
||
timeout: 25
|
||
initialization_guard:
|
||
check_state: true
|
||
allowed_states: ["READY", "EXECUTING"]
|
||
blocked_action: "delay_execution"
|
||
fallback: "log_and_continue"
|
||
methods:
|
||
- discover_subagent_types
|
||
- query_agent_capabilities
|
||
- priority: 2.5
|
||
operation: "dynamic_agent_discovery"
|
||
description: "Dynamic discovery of all available agents with real tool calls"
|
||
implementation:
|
||
unified_agent_discovery_coordinator:
|
||
primary_method: "parallel_agent_discovery"
|
||
execution_strategy: "orchestrated_parallel_scan"
|
||
timeout: 60
|
||
retry_logic: "exponential_backoff"
|
||
|
||
discovery_pipeline:
|
||
- phase: "mcp_server_enumeration"
|
||
priority: 1
|
||
tools: ["ListMcpResourcesTool"]
|
||
action: "list_all_mcp_resources"
|
||
parallel: true
|
||
timeout: 30
|
||
|
||
- phase: "task_tool_agent_discovery"
|
||
priority: 2
|
||
tools: ["Task"]
|
||
action: "enumerate_all_agent_types"
|
||
parallel: true
|
||
timeout: 25
|
||
initialization_guard:
|
||
check_state: true
|
||
allowed_states: ["READY", "EXECUTING"]
|
||
blocked_action: "delay_execution"
|
||
fallback: "log_and_continue"
|
||
|
||
- phase: "persona_instruction_scan"
|
||
priority: 3
|
||
tools: ["Read"]
|
||
action: "scan_global_claude_instructions"
|
||
paths: ["/home/user/.claude/"]
|
||
patterns: ["*.md"]
|
||
timeout: 20
|
||
|
||
- phase: "filesystem_agent_search"
|
||
priority: 4
|
||
tools: ["Glob"]
|
||
action: "discover_agent_files"
|
||
patterns: ["agents/**/*", "*/agents/*", "*agent*.md"]
|
||
timeout: 15
|
||
|
||
- phase: "configuration_based_discovery"
|
||
priority: 5
|
||
tools: ["Read"]
|
||
action: "parse_agent_configurations"
|
||
patterns: ["*.yaml", "*.json", "*.toml"]
|
||
timeout: 15
|
||
|
||
result_aggregation:
|
||
method: "intelligent_deduplication"
|
||
confidence_scoring: true
|
||
categorization_enabled: true
|
||
health_check_integration: true
|
||
discovery_parameters:
|
||
scan_timeout: 120
|
||
retry_on_failure: true
|
||
max_discovery_retries: 3
|
||
parallel_discovery: true
|
||
error_handling:
|
||
discovery_failure:
|
||
action: "continue_with_builtin_servers"
|
||
log_warning: true
|
||
notify_user: "Some components not found, using built-in alternatives"
|
||
partial_discovery:
|
||
action: "continue_with_available_components"
|
||
log_info: true
|
||
output:
|
||
discovery_complete: "boolean"
|
||
mcp_servers_discovered: "array"
|
||
agents_registry_built: "boolean"
|
||
discovered_agents: "array"
|
||
mcp_tool_inventory: "object"
|
||
discovery_summary: "object"
|
||
discovery_time: "float"
|
||
|
||
|
||
|
||
# === DYNAMIC MCP ANALYSIS PHASE ===
|
||
|
||
- name: "dynamic_mcp_analysis_phase"
|
||
priority: 5
|
||
method: "dynamic_mcp_analysis_and_categorization"
|
||
dependencies:
|
||
required_inputs:
|
||
- component: "system_discovery_phase"
|
||
expected_outputs: ["discovery_complete", "mcp_servers_discovered", "discovered_agents"]
|
||
validation: "discovery_complete == true && mcp_servers_discovered.length > 0"
|
||
config:
|
||
analysis_logic:
|
||
- operation: "dynamic_server_processing"
|
||
description: "Dynamically process and categorize discovered MCP servers and tools."
|
||
implementation:
|
||
tool_categorization_rules:
|
||
# Define rules based on keywords in tool names/descriptions
|
||
- category: "Web Automation & Testing"
|
||
domain: "QA & Web Development"
|
||
keywords: ["browser_", "page", "click", "navigate", "screenshot", "devtools"]
|
||
- category: "Code & Symbol Operations"
|
||
domain: "Development Tools"
|
||
keywords: ["symbol", "refactor", "rename", "code_"]
|
||
- category: "File & Memory Operations"
|
||
domain: "System Internals"
|
||
keywords: ["file", "dir", "memory", "read", "write", "list"]
|
||
- category: "Web Search & Research"
|
||
domain: "Intelligence Gathering"
|
||
keywords: ["search", "tavily", "extract", "docs", "library"]
|
||
- category: "UI Development & Design"
|
||
domain: "Frontend Development"
|
||
keywords: ["magic", "component", "logo", "ui_"]
|
||
- category: "Planning & Reasoning"
|
||
domain: "Problem Solving"
|
||
keywords: ["sequential", "think", "plan"]
|
||
agent_competency_mapping_rules:
|
||
# Map dynamic categories to agent types
|
||
- category: "Web Automation & Testing"
|
||
agents: ["quality-engineer", "frontend-developer", "testing-specialist"]
|
||
- category: "Code & Symbol Operations"
|
||
agents: ["backend-architect", "fullstack-developer", "code-reviewer"]
|
||
- category: "File & Memory Operations"
|
||
agents: ["devops-engineer", "system-architect"]
|
||
- category: "Web Search & Research"
|
||
agents: ["research-agent", "technical-writer", "market-analyst"]
|
||
- category: "UI Development & Design"
|
||
agents: ["frontend-architect", "ui-designer"]
|
||
- category: "Planning & Reasoning"
|
||
agents: ["system-architect", "business-analyst"]
|
||
summary_generation:
|
||
# Summaries will be generated dynamically based on processed data
|
||
enabled: true
|
||
output:
|
||
# Outputs are compatible with downstream dependencies
|
||
mcp_analysis_complete: "boolean"
|
||
categorized_mcp_servers: "object"
|
||
tool_capability_matrix: "object"
|
||
agent_competency_matrix: "object"
|
||
domain_coverage_report: "object"
|
||
system_capabilities_summary: "object"
|
||
ready_for_greeting: "boolean"
|
||
|
||
# === ADAPTIVE MEMORY SYSTEM PHASE (Priority 4) ===
|
||
|
||
- name: "adaptive_memory_system_phase"
|
||
priority: 7
|
||
method: "intelligent_pattern_learning"
|
||
dependencies:
|
||
required_inputs:
|
||
- component: "system_discovery_phase"
|
||
expected_outputs: ["discovery_complete", "mcp_servers_discovered", "discovered_agents"]
|
||
validation: "discovery_complete == true"
|
||
- component: "comprehensive_mcp_analysis_phase"
|
||
expected_outputs: ["mcp_analysis_complete", "categorized_mcp_servers", "tool_capability_matrix"]
|
||
validation: "mcp_analysis_complete == true"
|
||
config:
|
||
memory_operations:
|
||
- priority: 1
|
||
operation: "memory_system_initialization"
|
||
description: "Initialize adaptive memory system with Serena MCP integration"
|
||
implementation:
|
||
serena_integration:
|
||
memory_operations: ["read_memory", "write_memory", "list_memories"]
|
||
session_persistence: true
|
||
pattern_storage: "structured"
|
||
sequential_thinking:
|
||
pattern_analysis: true
|
||
learning_optimization: true
|
||
strategy_refinement: true
|
||
memory_schema:
|
||
success_patterns:
|
||
storage_format: "structured_objects"
|
||
indexing_strategy: "semantic_similarity"
|
||
retention_policy: "success_based"
|
||
failure_patterns:
|
||
storage_format: "blocked_strategies"
|
||
indexing_strategy: "failure_classification"
|
||
blocking_policy: "progressive"
|
||
adaptive_weights:
|
||
storage_format: "dynamic_matrices"
|
||
update_strategy: "reinforcement_learning"
|
||
optimization_frequency: "real_time"
|
||
|
||
- priority: 2
|
||
operation: "pattern_matching_engine"
|
||
description: "Match current task patterns with historical success/failure data"
|
||
implementation:
|
||
matching_algorithms:
|
||
- semantic_similarity: "tfidf_cosine"
|
||
- structural_similarity: "task_signature_match"
|
||
- contextual_similarity: "domain_expertise_match"
|
||
confidence_calculation:
|
||
base_score: "pattern_similarity"
|
||
adjustment_factors: ["recency", "success_rate", "context_relevance"]
|
||
threshold: 0.6
|
||
serena_integration:
|
||
query_method: "list_memories"
|
||
filter_criteria: ["task_type", "domain", "complexity"]
|
||
|
||
- priority: 3
|
||
operation: "adaptive_strategy_selection"
|
||
description: "Select optimal strategies based on memory patterns"
|
||
implementation:
|
||
selection_criteria:
|
||
- success_probability: "weighted_score"
|
||
- failure_avoidance: "blocked_strategy_check"
|
||
- performance_optimization: "historical_metrics"
|
||
decision_logic:
|
||
strategy_scoring: "multi_factor_analysis"
|
||
risk_assessment: "failure_pattern_evaluation"
|
||
adaptation_rules: "dynamic_weight_adjustment"
|
||
|
||
memory_management:
|
||
storage_layers:
|
||
serena_mcp:
|
||
primary_storage: true
|
||
session_persistence: true
|
||
cross_session_learning: true
|
||
cache_layer:
|
||
hot_patterns: "frequent_success_patterns"
|
||
blocked_strategies: "recent_failures"
|
||
access_optimization: "lru_eviction"
|
||
cleanup_policy:
|
||
success_patterns: "retain_all"
|
||
failure_patterns: "gradual_decay"
|
||
adaptive_weights: "continuous_optimization"
|
||
validation_rules:
|
||
pattern_integrity: "consistency_checks"
|
||
performance_validation: "metric_verification"
|
||
conflict_resolution: "priority_based"
|
||
|
||
output:
|
||
memory_system_active: "boolean"
|
||
patterns_loaded: "integer"
|
||
adaptation_ready: "boolean"
|
||
memory_summary: "object"
|
||
initialization_time: "float"
|
||
|
||
|
||
|
||
# === PARALLEL TODO PLANNING PHASE (Priority 2.7) ===
|
||
|
||
- name: "parallel_todo_planning_phase"
|
||
priority: 12
|
||
method: "intelligent_parallel_task_planning"
|
||
dependencies:
|
||
required_inputs:
|
||
- component: "adaptive_memory_system_phase"
|
||
expected_outputs: ["memory_system_ready", "adaptive_strategies_available"]
|
||
validation: "memory_system_ready == true"
|
||
- component: "comprehensive_mcp_analysis_phase"
|
||
expected_outputs: ["mcp_analysis_complete", "categorized_mcp_servers"]
|
||
validation: "mcp_analysis_complete == true"
|
||
config:
|
||
planning_operations:
|
||
- priority: 1
|
||
operation: "task_decomposition_analysis"
|
||
description: "Decompose user task into parallel executable components"
|
||
implementation:
|
||
decomposition_engine: "multi_analysis_parallel"
|
||
dependency_analysis: "topological_with_circular_handling"
|
||
parallel_identification:
|
||
- independent_operations_detection
|
||
- resource_conflict_analysis
|
||
- sequence_optimization
|
||
critical_path_analysis: true
|
||
|
||
- priority: 2
|
||
operation: "resource_allocation_planning"
|
||
description: "Optimal allocation of available MCP servers and agents"
|
||
implementation:
|
||
resource_discovery:
|
||
mcp_capabilities_analysis: "real_time"
|
||
agent_performance_profiling: "dynamic"
|
||
availability_monitoring: "continuous"
|
||
allocation_algorithm:
|
||
type: "intelligent_load_balancing"
|
||
optimization_criteria: ["minimize_execution_time", "maximize_resource_utilization"]
|
||
adaptation_frequency: "real_time"
|
||
|
||
- priority: 3
|
||
operation: "parallel_execution_graph_construction"
|
||
description: "Build DAG for optimal parallel execution"
|
||
implementation:
|
||
graph_structure: "directed_acyclic_graph"
|
||
optimization_objectives:
|
||
- minimize_critical_path
|
||
- maximize_parallel_branches
|
||
- balance_resource_utilization
|
||
scheduling_algorithm: "priority_based_with_adaptation"
|
||
|
||
planning_parameters:
|
||
max_parallel_tasks: 8
|
||
dependency_analysis_depth: 5
|
||
resource_optimization_target: 0.9
|
||
real_time_replanning: true
|
||
error_handling:
|
||
planning_failure:
|
||
action: "fallback_to_sequential_planning"
|
||
log_warning: true
|
||
resource_allocation_failure:
|
||
action: "use_available_resources"
|
||
log_info: true
|
||
output:
|
||
parallel_plan_created: "boolean"
|
||
execution_graph_built: "boolean"
|
||
resource_allocation_optimized: "boolean"
|
||
planning_time: "float"
|
||
|
||
# === DYNAMIC TEXT ANALYSIS AND CATEGORIZATION PHASE (Priority 2.8) ===
|
||
|
||
- name: "dynamic_text_analysis_phase"
|
||
priority: 4
|
||
method: "real_time_text_processing"
|
||
dependencies:
|
||
required_inputs:
|
||
- component: "system_discovery_phase"
|
||
expected_outputs: ["discovery_complete", "mcp_servers_discovered", "discovered_agents"]
|
||
validation: "discovery_complete == true"
|
||
- component: "parallel_todo_planning_phase"
|
||
expected_outputs: ["parallel_plan_created"]
|
||
validation: "parallel_plan_created == true"
|
||
config:
|
||
text_analysis_operations:
|
||
- priority: 1
|
||
operation: "text_extraction_and_parsing"
|
||
description: "Extract and parse descriptions from MCP servers and agents"
|
||
implementation:
|
||
parallel_processing: true
|
||
text_sources:
|
||
- mcp_server_descriptions
|
||
- agent_descriptions
|
||
- persona_instructions
|
||
preprocessing:
|
||
- lowercase_conversion
|
||
- stop_word_removal
|
||
- lemmatization
|
||
- ngram_extraction: [1, 2, 3]
|
||
|
||
- priority: 2
|
||
operation: "tfidf_vectorization"
|
||
description: "Create TF-IDF vectors for semantic analysis"
|
||
implementation:
|
||
vectorizer: "TfidfVectorizer"
|
||
parameters:
|
||
max_features: 1000
|
||
ngram_range: [1, 3]
|
||
min_df: 2
|
||
max_df: 0.8
|
||
norm: "l2"
|
||
parallel_execution: true
|
||
|
||
- priority: 3
|
||
operation: "dynamic_clustering"
|
||
description: "Perform clustering on extracted features"
|
||
implementation:
|
||
clustering_algorithm: "kmeans"
|
||
cluster_count_method: "auto_determine"
|
||
similarity_metric: "cosine"
|
||
validation_methods: ["silhouette", "elbow", "gap_statistic"]
|
||
category_generation:
|
||
method: "top_keywords_extraction"
|
||
format: "semantic_category_names"
|
||
|
||
- priority: 4
|
||
operation: "competency_matrix_construction"
|
||
description: "Build dynamic competency matrix from analysis results"
|
||
implementation:
|
||
matrix_structure: "agents × competencies"
|
||
scoring_method: "weighted_confidence"
|
||
confidence_calculation: "multi_source_validation"
|
||
dynamic_updates: true
|
||
method: "instruction_parsing"
|
||
source: "persona_analysis"
|
||
- priority: 3
|
||
operation: "filesystem_agent_search"
|
||
description: "Scan filesystem for agent definitions"
|
||
method: "pattern_based_search"
|
||
source: "file_system_scan"
|
||
- priority: 4
|
||
operation: "mcp_server_agent_enumeration"
|
||
description: "Enumerate agents from MCP servers"
|
||
method: "server_based_discovery"
|
||
source: "mcp_integration"
|
||
- priority: 5
|
||
operation: "agent_capability_analysis"
|
||
description: "Analyze discovered agents' capabilities"
|
||
method: "semantic_competency_extraction"
|
||
source: "capability_analysis"
|
||
discovery_parameters:
|
||
parallel_execution: true
|
||
scan_timeout: 180
|
||
confidence_threshold: 0.7
|
||
semantic_analysis: true
|
||
competency_extraction: true
|
||
validation_parameters:
|
||
agent_availability_check: true
|
||
capability_validation: true
|
||
duplicate_detection: true
|
||
conflict_resolution: true
|
||
error_handling:
|
||
discovery_failure:
|
||
action: "continue_with_available_agents"
|
||
log_warning: true
|
||
notify_user: "Some agent discovery methods failed, using available agents"
|
||
partial_discovery:
|
||
action: "continue_with_partial_registry"
|
||
log_info: true
|
||
validation_failure:
|
||
action: "use_best_effort_analysis"
|
||
log_warning: true
|
||
output:
|
||
dynamic_discovery_complete: "boolean"
|
||
discovered_agents: "array"
|
||
agent_capabilities_mapped: "boolean"
|
||
agent_registry_enhanced: "object"
|
||
discovery_summary: "object"
|
||
confidence_scores: "object"
|
||
duplicate_agents_removed: "integer"
|
||
|
||
# === SYSTEM INTEGRATION PHASE ===
|
||
|
||
- name: "system_integration_phase"
|
||
priority: 2
|
||
method: "integrate_discovered_components"
|
||
dependencies:
|
||
required_inputs:
|
||
- component: "system_discovery_phase"
|
||
expected_outputs: ["discovery_complete", "mcp_servers_discovered", "agents_registry_built"]
|
||
validation: "discovery_complete == true && agents_registry_built == true"
|
||
config:
|
||
integration_operations:
|
||
- priority: 1
|
||
operation: "system_validation"
|
||
description: "Validate discovered components and system integrity"
|
||
source: "moved_from_system_initialization"
|
||
- priority: 2
|
||
operation: "component_integration_testing"
|
||
description: "Test component interactions and compatibility"
|
||
- priority: 3
|
||
operation: "capability_mapping"
|
||
description: "Map agent capabilities to MCP tools"
|
||
integration_parameters:
|
||
validation_timeout: 60
|
||
integration_testing: true
|
||
capability_analysis: true
|
||
cross_component_validation: true
|
||
error_handling:
|
||
integration_failure:
|
||
action: "continue_with_partial_integration"
|
||
log_warning: true
|
||
notify_user: "Some components not fully integrated"
|
||
validation_failure:
|
||
action: "continue_with_available_validations"
|
||
log_info: true
|
||
output:
|
||
integration_complete: "boolean"
|
||
system_validated: "boolean"
|
||
capability_mappings_created: "boolean"
|
||
integration_summary: "object"
|
||
validation_results: "object"
|
||
integration_time: "float"
|
||
|
||
# === SYSTEM READINESS PHASE ===
|
||
|
||
- name: "system_readiness_phase"
|
||
priority: 3
|
||
method: "finalize_system_readiness"
|
||
dependencies:
|
||
required_inputs:
|
||
- component: "system_integration_phase"
|
||
expected_outputs: ["integration_complete", "system_validated"]
|
||
validation: "integration_complete == true && system_validated == true"
|
||
config:
|
||
readiness_operations:
|
||
- priority: 1
|
||
operation: "final_readiness_check"
|
||
description: "Perform comprehensive system readiness assessment"
|
||
- priority: 2
|
||
operation: "greeting_formation_engine"
|
||
description: "Generate categorized system greeting with dynamic agent and MCP server lists"
|
||
implementation:
|
||
data_sources:
|
||
agent_categories: "from_system_initialization"
|
||
mcp_categories: "from_system_initialization"
|
||
agent_count: "from_system_initialization"
|
||
mcp_count: "from_system_initialization"
|
||
system_health: "from_system_initialization"
|
||
mcp_tools_count: "from_system_initialization"
|
||
format_template: |
|
||
🔄 **Master Agent.2** - Orchestration system active
|
||
|
||
📊 **Available resources:**
|
||
🔧 **MCP Servers:** {mcp_count} ({mcp_tools_count} tools)
|
||
📝 **MCP Categories:** {mcp_categories}
|
||
👥 **Specialized agents:** {agent_count}
|
||
🏷️ **Agent categories:** {agent_categories}
|
||
💚 **System status:** {system_health}
|
||
|
||
🎯 **Ready to coordinate complex tasks through parallel execution**
|
||
validation:
|
||
ensure_data_availability: true
|
||
format_validation: true
|
||
error_handling: "fallback_to_basic_message"
|
||
- priority: 3
|
||
operation: "integrated_system_readiness_display"
|
||
description: "Display comprehensive system announcement with dynamically categorized content"
|
||
implementation:
|
||
display_format: "structured_with_categories"
|
||
content_sources:
|
||
- "system_readiness_status"
|
||
- "discovered_capabilities"
|
||
- "dynamic_categories"
|
||
- "competency_summary"
|
||
error_handling:
|
||
incomplete_data: "display_available_only"
|
||
formatting_errors: "use_basic_template"
|
||
dependencies: ["greeting_formation_engine"]
|
||
- priority: 4
|
||
operation: "capability_announcement"
|
||
description: "Announce system capabilities to user"
|
||
dependencies: ["integrated_system_readiness_display"]
|
||
readiness_parameters:
|
||
readiness_threshold: 0.9
|
||
comprehensive_check: true
|
||
capability_announcement: true
|
||
error_handling:
|
||
readiness_failure:
|
||
action: "announce_basic_readiness"
|
||
log_warning: true
|
||
notify_user: "System ready with basic capabilities"
|
||
output:
|
||
system_ready: "boolean"
|
||
readiness_complete: "boolean"
|
||
greeting_generated: "boolean"
|
||
greeting_data: "object"
|
||
capabilities_announced: "boolean"
|
||
readiness_report: "object"
|
||
final_health_score: "float"
|
||
system_waiting_for_task: "boolean"
|
||
|
||
# === UNIFIED GREETING ENGINE ===
|
||
|
||
- name: "unified_greeting_engine"
|
||
priority: 7
|
||
method: "comprehensive_greeting_generation"
|
||
dependencies:
|
||
required_inputs:
|
||
- component: "comprehensive_mcp_analysis_phase"
|
||
expected_outputs: ["mcp_analysis_complete", "categorized_mcp_servers", "tool_capability_matrix", "system_capabilities_summary"]
|
||
validation: "mcp_analysis_complete == true"
|
||
- component: "system_readiness_phase"
|
||
expected_outputs: ["system_ready", "readiness_complete", "final_health_score"]
|
||
validation: "system_ready == true && readiness_complete == true"
|
||
- component: "agent_registry_enhancement"
|
||
expected_outputs: ["enhanced_agent_registry", "categorized_agents"]
|
||
validation: "enhanced_agent_registry != null"
|
||
user_input:
|
||
- component: "direct_user_request_handler"
|
||
expected_outputs: ["user_direct_request_received"]
|
||
validation: "user_direct_request_received == true"
|
||
config:
|
||
greeting_triggers:
|
||
- trigger: "system.resource.inventory.completed"
|
||
action: "auto_generate_greeting"
|
||
- trigger: "user.direct.request.received"
|
||
action: "respond_to_direct_request"
|
||
- trigger: "system_state_to_SYSTEM_READY"
|
||
action: "display_system_overview"
|
||
|
||
greeting_formation:
|
||
data_sources:
|
||
mcp_summary: "from_system_resource_inventory"
|
||
agent_summary: "from_system_resource_inventory"
|
||
system_status: "from_system_initialization"
|
||
request_context: "from_user_direct_request"
|
||
|
||
template_engine:
|
||
base_template: "comprehensive_system_overview"
|
||
sections:
|
||
- welcome_message
|
||
- mcp_servers_summary
|
||
- agents_summary
|
||
- system_capabilities
|
||
- next_steps_guidance
|
||
- waiting_state_notification
|
||
|
||
content_generation:
|
||
include_counts: true
|
||
include_categories: true
|
||
include_health_indicators: true
|
||
dynamic_content: true
|
||
contextual_recommendations: true
|
||
response_to_direct_request: true
|
||
|
||
state_integration:
|
||
completion_event: "greeting_display_completed"
|
||
state_transition: "SYSTEM_READY → SYSTEM_WAITING"
|
||
user_notification: "System ready and waiting for your input"
|
||
|
||
error_handling:
|
||
incomplete_inventory:
|
||
action: "generate_partial_greeting"
|
||
log_warning: true
|
||
resource_scan_failure:
|
||
action: "use_minimal_template"
|
||
notify_user: "Resource scanning incomplete, using minimal greeting"
|
||
template_failure:
|
||
action: "use_emergency_message"
|
||
log_error: true
|
||
|
||
output:
|
||
greeting_generated: "boolean"
|
||
greeting_content: "object"
|
||
mcp_summary_section: "object"
|
||
agent_summary_section: "object"
|
||
system_capabilities_summary: "object"
|
||
waiting_state_active: "boolean"
|
||
generation_metadata: "object"
|
||
state_transition_triggered: "boolean"
|
||
|
||
# === CRITICAL BOOTSTRAP OPERATIONS ===
|
||
|
||
- name: "error_system_initialization"
|
||
priority: 4
|
||
method: "fallback_bootstrap"
|
||
config:
|
||
fallback_strategies:
|
||
- "native_tools_only"
|
||
- "simplified_analysis"
|
||
- "basic_delegation"
|
||
- "direct_execution"
|
||
retry_logic:
|
||
max_retries: 3
|
||
backoff_strategy: "exponential"
|
||
output:
|
||
error_handling_ready: "boolean"
|
||
available_fallbacks: "array"
|
||
|
||
- name: "system_reminder_filtering"
|
||
priority: 3
|
||
method: "system_reminder_removal_at_initialization"
|
||
description: "Remove all system reminder blocks from context during agent initialization"
|
||
dependencies:
|
||
required_inputs:
|
||
- component: "error_system_initialization"
|
||
expected_outputs: ["error_handling_ready"]
|
||
validation: "error_handling_ready == true"
|
||
config:
|
||
filtering_parameters:
|
||
pattern: "</system-reminder>"
|
||
method:</system-reminder>"
|
||
method:</system-reminder>"
|
||
method: "regex_removal"
|
||
flags: ["DOTALL", "MULTILINE"]
|
||
replacement: ""
|
||
scope: "entire_context_string"
|
||
|
||
application_sources:
|
||
- "claude_md_files"
|
||
- "system_context"
|
||
- "project_context"
|
||
- "user_context"
|
||
|
||
performance_settings:
|
||
timeout: 200ms
|
||
single_execution: true
|
||
cache_result: true
|
||
validate_output: true
|
||
|
||
validation_criteria:
|
||
check_reminders_removed: true
|
||
preserve_context_structure: true
|
||
log_filtering_statistics: true
|
||
|
||
implementation:
|
||
operations:
|
||
- name: "load_raw_context"
|
||
method: "context_aggregation"
|
||
priority: 1
|
||
sources: ["claude_md", "system", "project", "user"]
|
||
|
||
- name: "apply_regex_filter"
|
||
method: "pattern_removal"
|
||
priority: 2
|
||
config:
|
||
regex_pattern: "<system-reminder>.*?</system-reminder>"
|
||
regex_flags: ["DOTALL", "MULTILINE"]
|
||
replacement: ""
|
||
|
||
- name: "validate_filtered_context"
|
||
method: "context_validation"
|
||
priority: 3
|
||
checks: ["structure_integrity", "removal_completeness", "content_preservation"]
|
||
|
||
- name: "cache_filtered_context"
|
||
method: "result_caching"
|
||
priority: 4
|
||
cache_key: "filtered_initialization_context"
|
||
|
||
fallback_behavior:
|
||
if_filtering_fails: "continue_with_original_context"
|
||
log_filtering_errors: true
|
||
minimal_fallback: "remove_only_critical_reminders"
|
||
|
||
output:
|
||
filtered_context_ready: "boolean"
|
||
reminders_removed_count: "integer"
|
||
filtering_performance_ms: "float"
|
||
context_integrity_check: "boolean"
|
||
|
||
- name: "monitoring_minimal_setup"
|
||
priority: 2
|
||
method: "essential_metrics_only"
|
||
config:
|
||
metrics:
|
||
- "task_success_rate"
|
||
- "mcp_tool_health"
|
||
- "agent_selection_accuracy"
|
||
- "performance_efficiency"
|
||
targets:
|
||
task_success_rate: 0.96
|
||
mcp_tool_health: 0.95
|
||
agent_selection_accuracy: 0.96
|
||
performance_efficiency: 0.85
|
||
output:
|
||
monitoring_active: "boolean"
|
||
metrics_collection: "array"
|
||
|
||
# === OPTIMIZED MCP DISCOVERY COMPONENTS ===
|
||
|
||
- name: "essential_mcp_discovery"
|
||
priority: 1.5
|
||
method: "rapid_essential_mcp_discovery"
|
||
config:
|
||
discovery_strategy:
|
||
timeout: 2000ms
|
||
concurrent_servers: 5
|
||
essential_servers_only: true
|
||
cache_discovery: true
|
||
progressive_loading: true
|
||
server_prioritization:
|
||
- "context7" # Documentation lookup
|
||
- "serena" # Memory & symbols
|
||
- "tavily" # Web search
|
||
- "playwright" # Browser automation
|
||
- "chrome-devtools" # Performance analysis
|
||
batch_operations:
|
||
batch_size: 3
|
||
parallel_requests: true
|
||
timeout_per_batch: 800ms
|
||
caching:
|
||
persistent_cache: true
|
||
cache_ttl: 3600 # 1 hour
|
||
cache_validation: true
|
||
output:
|
||
essential_mcp_servers: "array"
|
||
mcp_capabilities_essential: "object"
|
||
discovery_time_essential: "float"
|
||
cache_hit_ratio: "float"
|
||
|
||
- name: "full_mcp_enumeration"
|
||
priority: 2.5
|
||
method: "comprehensive_parallel_mcp_discovery"
|
||
dependencies: ["essential_mcp_discovery.completed"]
|
||
config:
|
||
discovery_strategy:
|
||
timeout: 5000ms
|
||
concurrent_servers: 8
|
||
all_servers: true
|
||
deep_capability_analysis: true
|
||
background_completion: true
|
||
batch_optimization:
|
||
dynamic_batch_sizing: true
|
||
adaptive_timeouts: true
|
||
server_health_checking: true
|
||
progressive_analysis:
|
||
phase1_basic_discovery: 2000ms
|
||
phase2_capability_analysis: 2000ms
|
||
phase3_advanced_features: 1000ms
|
||
error_handling:
|
||
partial_success_tolerance: 0.8
|
||
failed_server_retry: 2
|
||
graceful_degradation: true
|
||
output:
|
||
all_mcp_servers: "array"
|
||
comprehensive_capabilities: "object"
|
||
server_health_status: "object"
|
||
enumeration_performance: "object"
|
||
|
||
# === OPTIMIZED AGENT DISCOVERY COMPONENTS ===
|
||
|
||
- name: "essential_agents_preload"
|
||
priority: 1.6
|
||
method: "critical_agent_preloading"
|
||
config:
|
||
preloading_strategy:
|
||
timeout: 1500ms
|
||
critical_agents_only: true
|
||
parallel_agent_loading: true
|
||
cache_agent_metadata: true
|
||
critical_agent_categories:
|
||
- "backend-architect"
|
||
- "frontend-architect"
|
||
- "security-engineer"
|
||
- "performance-engineer"
|
||
- "quality-engineer"
|
||
lazy_loading_config:
|
||
load_on_demand: false
|
||
background_loading: true
|
||
metadata_caching: true
|
||
output:
|
||
critical_agents_loaded: "array"
|
||
agent_metadata_cached: "object"
|
||
preload_performance: "object"
|
||
|
||
- name: "all_agent_discovery_methods"
|
||
priority: 2.6
|
||
method: "parallel_comprehensive_agent_discovery"
|
||
dependencies: ["essential_agents_preload.completed"]
|
||
config:
|
||
discovery_methods:
|
||
task_tool_discovery:
|
||
timeout: 2000ms
|
||
parallel_enumeration: true
|
||
persona_instruction_discovery:
|
||
timeout: 1500ms
|
||
file_system_scan: true
|
||
parallel_file_access: true
|
||
filesystem_agent_search:
|
||
timeout: 2500ms
|
||
directory_crawling: true
|
||
pattern_matching: true
|
||
mcp_server_agent_enumeration:
|
||
timeout: 3000ms
|
||
server_based_discovery: true
|
||
parallel_server_queries: true
|
||
parallel_execution:
|
||
max_concurrent_methods: 4
|
||
method_independence: true
|
||
cross_method_validation: true
|
||
caching_strategy:
|
||
agent_registry_cache: true
|
||
discovery_results_cache: true
|
||
capability_cache: true
|
||
output:
|
||
comprehensive_agent_registry: "object"
|
||
agent_capabilities_matrix: "object"
|
||
discovery_performance_metrics: "object"
|
||
|
||
# === CACHE & PERFORMANCE OPTIMIZATION COMPONENTS ===
|
||
|
||
- name: "cache_warming"
|
||
priority: 4.1
|
||
method: "intelligent_cache_warming"
|
||
dependencies: ["system_initialization_phase3_integration.completed"]
|
||
config:
|
||
warming_strategy:
|
||
essential_first: true
|
||
progressive_warming: true
|
||
background_priority: "low"
|
||
cache_types:
|
||
mcp_capabilities:
|
||
warm_priority: "high"
|
||
persistent_storage: true
|
||
agent_metadata:
|
||
warm_priority: "high"
|
||
memory_cache: true
|
||
discovery_results:
|
||
warm_priority: "medium"
|
||
disk_cache: true
|
||
performance_patterns:
|
||
warm_priority: "low"
|
||
adaptive_learning: true
|
||
warming_performance:
|
||
max_memory_usage: "100MB"
|
||
warming_timeout: 10000ms
|
||
interruptible: true
|
||
output:
|
||
cache_warming_status: "object"
|
||
cache_performance_metrics: "object"
|
||
memory_usage_optimization: "object"
|
||
|
||
- name: "performance_optimization"
|
||
priority: 4.2
|
||
method: "adaptive_performance_optimization"
|
||
dependencies: ["cache_warming.completed"]
|
||
config:
|
||
optimization_targets:
|
||
initialization_speed:
|
||
target_improvement: "60%"
|
||
measurement_baseline: "previous_sessions"
|
||
resource_efficiency:
|
||
memory_optimization: true
|
||
cpu_usage_optimization: true
|
||
response_time:
|
||
target_response_time: "2s essential, 5s full"
|
||
optimization_methods:
|
||
pattern_analysis: true
|
||
performance_profiling: true
|
||
adaptive_timeout_tuning: true
|
||
resource_allocation_optimization: true
|
||
monitoring:
|
||
real_time_metrics: true
|
||
performance_trend_analysis: true
|
||
optimization_effectiveness_tracking: true
|
||
output:
|
||
optimization_results: "object"
|
||
performance_improvements: "object"
|
||
resource_efficiency_metrics: "object"
|
||
|
||
# === OPTIMIZED DIAGNOSTIC COMMAND PROCESSOR ===
|
||
- name: "diagnostic_command_processor"
|
||
priority: 15 # Elevated priority for faster response
|
||
method: "parallel_intelligent_diagnosis"
|
||
event_subscription:
|
||
listen_to: "task.received"
|
||
correlation_field: "task_id"
|
||
processing_mode: "parallel" # Changed from sequential to parallel
|
||
dependencies:
|
||
system_readiness_dependency:
|
||
component: "system_readiness_phase"
|
||
required_outputs: ["system_ready"]
|
||
validation: "system_ready == true"
|
||
config:
|
||
# Optimized diagnostic detection with parallel processing
|
||
parallel_diagnostic_config:
|
||
parallel_groups: ["pattern_matching", "semantic_analysis", "context_validation"]
|
||
max_parallel_operations: 3
|
||
timeout_per_operation_ms: 800
|
||
|
||
priority_scoring:
|
||
high_priority_patterns: ["self diagnosis", "diagnostic mode", "validation mode"]
|
||
medium_priority_patterns: ["diagnostic", "validation", "analyze your behavior"]
|
||
low_priority_patterns: ["find error", "validate statement", "plan correction"]
|
||
|
||
fast_path_optimization:
|
||
exact_match_threshold: 0.9
|
||
cache_lookup_first: true
|
||
early_exit_conditions: true
|
||
priority_queue_processing: true
|
||
|
||
diagnostic_detection:
|
||
primary_patterns:
|
||
exact_phrases:
|
||
- "self diagnosis mode"
|
||
- "diagnostic mode"
|
||
- "validation mode"
|
||
- "correction search mode"
|
||
|
||
contextual_patterns:
|
||
contains_keywords:
|
||
- "self diagnosis"
|
||
- "diagnostic"
|
||
- "validation"
|
||
- "analyze your behavior"
|
||
- "find error"
|
||
- "validate statement"
|
||
- "plan correction"
|
||
|
||
event_generation:
|
||
self_diagnosis_request:
|
||
trigger_condition: "primary_pattern_matched"
|
||
event_name: "self_diagnosis_request"
|
||
source: "diagnostic_processor"
|
||
|
||
debug_mode_activated:
|
||
trigger_condition: "contextual_pattern_matched"
|
||
event_name: "debug_mode_activated"
|
||
source: "diagnostic_processor"
|
||
|
||
# Parallel diagnostic engine
|
||
parallel_diagnostic_engine:
|
||
enabled: true
|
||
parallel_strategy: "pipeline_with_stages"
|
||
|
||
diagnostic_stages:
|
||
stage_1_pattern_matching:
|
||
parallel_groups: ["exact_phrases", "contextual_keywords"]
|
||
max_parallel: 2
|
||
timeout_ms: 500
|
||
|
||
stage_2_semantic_analysis:
|
||
parallel_groups: ["tfidf_analysis", "domain_classification"]
|
||
max_parallel: 3
|
||
timeout_ms: 1000
|
||
|
||
stage_3_context_validation:
|
||
parallel_groups: ["system_context", "task_context", "user_intent"]
|
||
max_parallel: 3
|
||
timeout_ms: 800
|
||
|
||
stage_coordination:
|
||
async_stage_execution: true
|
||
stage_completion_events: true
|
||
error_handling: "fail_fast_with_recovery"
|
||
result_aggregation: "parallel_with_priority"
|
||
|
||
output:
|
||
diagnostic_detected: "boolean"
|
||
diagnostic_type: "string"
|
||
trigger_events_emitted: "array"
|
||
processing_metadata: "object"
|
||
|
||
# === AGENT CATEGORIZATION ===
|
||
- name: "agent_categorization"
|
||
priority: 25
|
||
method: "category_based_agent_classification"
|
||
dependencies:
|
||
trigger_source: "task_received_coordinator"
|
||
required_outputs: ["task_accepted", "coordination_plan"]
|
||
config:
|
||
categories:
|
||
development_agents:
|
||
criteria: ["backend", "frontend", "fullstack", "developer"]
|
||
priority: 1
|
||
description: "Software development and implementation specialists"
|
||
system_agents:
|
||
criteria: ["devops", "infrastructure", "system", "architect"]
|
||
priority: 2
|
||
description: "System architecture and infrastructure specialists"
|
||
data_agents:
|
||
criteria: ["data", "analytics", "ml", "science", "database"]
|
||
priority: 3
|
||
description: "Data processing and analytics specialists"
|
||
quality_agents:
|
||
criteria: ["testing", "qa", "quality", "validation", "security"]
|
||
priority: 4
|
||
description: "Quality assurance and security specialists"
|
||
support_agents:
|
||
criteria: ["documentation", "technical", "writer", "support"]
|
||
priority: 5
|
||
description: "Documentation and support specialists"
|
||
|
||
agent_matching:
|
||
method: "semantic_capability_matching"
|
||
confidence_threshold: 0.7
|
||
fallback_to_general: true
|
||
uncategorized_handling: "general_category"
|
||
|
||
mcp_server_processing:
|
||
categories:
|
||
core_platforms:
|
||
criteria: ["context7", "magic", "sequential", "serena"]
|
||
priority: 1
|
||
description: "Core platform services"
|
||
specialized_tools:
|
||
criteria: ["playwright", "tavily", "chrome-devtools"]
|
||
priority: 2
|
||
description: "Specialized tool integrations"
|
||
|
||
server_analysis:
|
||
method: "capability_based_categorization"
|
||
health_check_integration: true
|
||
availability_validation: true
|
||
|
||
template_engine:
|
||
message_format: "structured_with_categories"
|
||
dynamic_content: true
|
||
localization_support: false
|
||
performance_summary: true
|
||
availability_indicators: true
|
||
|
||
template_structure:
|
||
greeting_section:
|
||
type: "welcome_message"
|
||
dynamic_content: true
|
||
capabilities_section:
|
||
type: "categorized_summary"
|
||
show_counts: true
|
||
show_health: true
|
||
availability_section:
|
||
type: "status_overview"
|
||
show_performance: true
|
||
next_steps_section:
|
||
type: "guidance_message"
|
||
contextual: true
|
||
|
||
event_integration:
|
||
input_events:
|
||
- "system.readiness.verified"
|
||
- "agent.registry.updated"
|
||
- "mcp.discovery.completed"
|
||
|
||
output_events:
|
||
- "greeting.generated"
|
||
- "system.announcement.ready"
|
||
|
||
event_data_mapping:
|
||
greeting_data: "generated_greeting_content"
|
||
system_status: "readiness_assessment_results"
|
||
agent_summary: "categorized_agent_counts"
|
||
mcp_summary: "server_capability_summary"
|
||
|
||
performance_optimization:
|
||
caching_enabled: true
|
||
cache_duration: 300 # 5 minutes
|
||
incremental_updates: true
|
||
background_refresh: true
|
||
|
||
error_handling:
|
||
categorization_failure:
|
||
action: "use_general_category"
|
||
fallback_categories: ["general", "uncategorized"]
|
||
log_warning: true
|
||
template_failure:
|
||
action: "use_basic_template"
|
||
preserve_core_information: true
|
||
log_error: true
|
||
data_source_unavailable:
|
||
action: "use_cached_data"
|
||
partial_generation: true
|
||
notify_user: "System ready with partial information"
|
||
|
||
output:
|
||
greeting_generated: "boolean"
|
||
greeting_content: "object"
|
||
categorized_agents: "object"
|
||
categorized_mcp_servers: "object"
|
||
system_status_summary: "object"
|
||
generation_metadata: "object"
|
||
template_used: "string"
|
||
event_published: "boolean"
|
||
|
||
# === LEGACY FALLBACK SYSTEM ===
|
||
- name: "system_initialization_legacy_fallback"
|
||
priority: 1
|
||
method: "emergency_legacy_initialization"
|
||
dependencies: []
|
||
config:
|
||
fallback_strategy: "minimal_system_initialization"
|
||
emergency_mode: true
|
||
triggers:
|
||
- event: "unified_initialization.failed"
|
||
condition: "all_primary_methods_failed"
|
||
- event: "system_critical_failure"
|
||
condition: "core_unavailable"
|
||
actions:
|
||
- initialize_core_components_only
|
||
- enable_basic_functionality
|
||
- notify_user_of_degraded_mode
|
||
output:
|
||
fallback_activated: "boolean"
|
||
minimal_system_ready: "boolean"
|
||
emergency_mode_status: "string"
|
||
|
||
# === DIAGNOSTIC EVENT SYSTEM ===
|
||
# - name: "diagnostic_event_system" # DEPRECATED - Migrated to event_system
|
||
# Priority: 22, Method: event_driven_diagnostic_orchestration
|
||
# Now handled by event_system.diagnostic_integration (lines 386-391)
|
||
- name: "event_system_diagnostic"
|
||
priority: 22
|
||
method: "event_system_diagnostic_orchestration"
|
||
dependencies:
|
||
diagnostic_processor_dependency:
|
||
component: "diagnostic_command_processor"
|
||
required_outputs: ["diagnostic_detected", "trigger_events_emitted"]
|
||
validation: "diagnostic_detected == true"
|
||
config:
|
||
event_handling:
|
||
listen_to: "diagnostic_processor.events"
|
||
event_types:
|
||
- "self_diagnosis_request"
|
||
- "debug_mode_activated"
|
||
|
||
response_actions:
|
||
self_diagnosis_request:
|
||
- publish_state_transition_event: "SYSTEM_SELF_DIAGNOSIS.requested"
|
||
- notify_user: "Entering diagnostic mode..."
|
||
- enable_debug_logging: true
|
||
|
||
debug_mode_activated:
|
||
- publish_debug_event: "debug.mode.activated"
|
||
- enable_verbose_logging: true
|
||
- activate_analysis_tools: true
|
||
|
||
state_transition_support:
|
||
trigger_system_states: ["SYSTEM_READY", "SYSTEM_WAITING", "SYSTEM_OPERATIONAL"]
|
||
ensure_safe_transition: true
|
||
validate_transition_conditions: true
|
||
|
||
output:
|
||
diagnostic_events_processed: "array"
|
||
state_transitions_triggered: "array"
|
||
debug_mode_status: "boolean"
|
||
|
||
template_engine:
|
||
welcome_section:
|
||
source: "greeting_content.greeting_section"
|
||
priority: 1
|
||
dynamic_content: true
|
||
capabilities_summary:
|
||
source: "greeting_content.categorized_agents"
|
||
include_counts: true
|
||
include_health_status: true
|
||
priority: 2
|
||
infrastructure_status:
|
||
source: "greeting_content.categorized_mcp_servers"
|
||
include_availability: true
|
||
include_performance: true
|
||
priority: 3
|
||
system_performance:
|
||
source: "readiness_assessment.performance_metrics"
|
||
include_health_score: true
|
||
include_efficiency_ratings: true
|
||
priority: 4
|
||
next_steps_guidance:
|
||
source: "greeting_content.next_steps_section"
|
||
contextual_recommendations: true
|
||
priority: 5
|
||
|
||
output_format:
|
||
structure: "hierarchical_categories_with_counts"
|
||
include_performance_indicators: true
|
||
availability_status_format: "health_based"
|
||
categorization_method: "semantic_capability_grouping"
|
||
|
||
dynamic_content_generation:
|
||
agent_list_formatting:
|
||
show_specialization: true
|
||
show_confidence_scores: true
|
||
group_by_category: true
|
||
sort_by_priority: true
|
||
|
||
mcp_server_formatting:
|
||
show_capability_summary: true
|
||
show_health_status: true
|
||
group_by_platform_type: true
|
||
availability_indicators: true
|
||
|
||
system_metrics_formatting:
|
||
show_performance_scores: true
|
||
show_resource_utilization: true
|
||
show_health_indicators: true
|
||
trend_analysis: true
|
||
|
||
error_handling:
|
||
greeting_data_missing:
|
||
action: "use_basic_readiness_template"
|
||
fallback_content: "standard_system_capabilities"
|
||
log_warning: true
|
||
categorization_incomplete:
|
||
action: "display_available_categories"
|
||
note_uncategorized_items: true
|
||
partial_display: true
|
||
template_generation_failure:
|
||
action: "use_simple_text_format"
|
||
preserve_core_information: true
|
||
log_error: true
|
||
|
||
performance_optimization:
|
||
result_caching: true
|
||
cache_duration: 600 # 10 minutes
|
||
incremental_refresh: true
|
||
background_updates: true
|
||
|
||
output:
|
||
integrated_display_generated: "boolean"
|
||
display_content: "object"
|
||
agent_categories_summary: "object"
|
||
mcp_servers_summary: "object"
|
||
system_performance_summary: "object"
|
||
template_metadata: "object"
|
||
generation_time: "float"
|
||
user_ready_content: "string"
|
||
|
||
# === SHARED COMPONENTS (Priority 9.5) ===
|
||
|
||
- name: "system_threshold_standards"
|
||
priority: 9.5
|
||
method: "standardized_threshold_management"
|
||
config:
|
||
confidence_standards:
|
||
high: 0.85 # Consolidated: very_high + high
|
||
medium: 0.70 # Consolidated: medium
|
||
low: 0.50 # Consolidated: low + very_low
|
||
similarity_standards:
|
||
excellent: 0.80 # Consolidated: excellent_match
|
||
acceptable: 0.65 # Consolidated: good_match + acceptable_match
|
||
poor: 0.30 # Consolidated: weak_match + poor_match
|
||
performance_standards:
|
||
optimal: 0.90 # Consolidated: optimal
|
||
acceptable: 0.70 # Consolidated: good + acceptable
|
||
critical: 0.40 # Consolidated: poor + critical
|
||
resource_standards:
|
||
optimal_usage: 70 # Consolidated: optimal + maximum
|
||
maximum_usage: 85 # Consolidated: maximum
|
||
critical_usage: 95 # Consolidated: critical + emergency
|
||
time_standards:
|
||
quick: 30 # Consolidated: quick_operation
|
||
standard: 120 # Consolidated: standard_operation
|
||
extended: 300 # Consolidated: complex_operation + extended_operation + timeout_operation
|
||
quality_standards:
|
||
excellent: 0.90 # Consolidated: perfect + excellent
|
||
good: 0.80 # Consolidated: good
|
||
minimum: 0.70 # Consolidated: acceptable + minimum
|
||
application_rules:
|
||
agent_selection:
|
||
minimum_confidence: "medium"
|
||
required_for_delegation: "high"
|
||
fallback_threshold: "low"
|
||
task_analysis:
|
||
semantic_similarity: "acceptable" # Updated: acceptable_match → acceptable
|
||
domain_confidence: "medium"
|
||
complexity_threshold: "low"
|
||
system_monitoring:
|
||
health_status: "good"
|
||
performance_level: "acceptable"
|
||
resource_level: "optimal"
|
||
optimization:
|
||
improvement_threshold: "acceptable"
|
||
detection_confidence: "medium"
|
||
activation_threshold: "high"
|
||
output:
|
||
threshold_matrix: "object"
|
||
application_rules: "object"
|
||
current_standards: "object"
|
||
threshold_history: "array"
|
||
|
||
- name: "system_resource_limits"
|
||
priority: 9.5
|
||
method: "centralized_limit_management"
|
||
config:
|
||
global_limits:
|
||
max_concurrent_operations: 15
|
||
max_memory_usage_mb: 1024
|
||
max_cpu_percent: 85
|
||
max_token_rate: 2000
|
||
max_execution_time_seconds: 1800
|
||
operation_specific_limits:
|
||
file_operations:
|
||
max_concurrent: 8
|
||
timeout_seconds: 120
|
||
memory_limit_mb: 256
|
||
search_operations:
|
||
max_concurrent: 8
|
||
timeout_seconds: 60
|
||
memory_limit_mb: 128
|
||
modification_operations:
|
||
max_concurrent: 6
|
||
timeout_seconds: 180
|
||
memory_limit_mb: 512
|
||
analysis_operations:
|
||
max_concurrent: 4
|
||
timeout_seconds: 300
|
||
memory_limit_mb: 384
|
||
optimization_operations:
|
||
max_concurrent: 3
|
||
timeout_seconds: 240
|
||
memory_limit_mb: 256
|
||
resource_allocation_strategy:
|
||
priority_based: true
|
||
dynamic_scaling: true
|
||
resource_pooling: true
|
||
fair_sharing: true
|
||
monitoring:
|
||
real_time_tracking: true
|
||
usage_statistics: true
|
||
resource_efficiency_calculation: true
|
||
limit_adjustment: "automatic_based_on_load"
|
||
output:
|
||
active_limits: "object"
|
||
resource_utilization: "object"
|
||
allocation_status: "object"
|
||
limit_adjustments: "array"
|
||
|
||
- name: "unified_tfidf_processor"
|
||
priority: 9.5
|
||
method: "universal_tfidf_engine"
|
||
config:
|
||
tfidf_configuration:
|
||
vectorizer:
|
||
max_features: 1000
|
||
min_df: 1
|
||
max_df: 0.8
|
||
ngram_range: [1, 2]
|
||
stop_words: ["the", "a", "an", "and", "or", "but", "in", "on", "at", "to", "for", "of", "with", "by", "is", "are", "was", "were", "be", "been", "have", "has", "had", "do", "does", "did", "will", "would", "could", "should", "may", "might", "can", "must"]
|
||
preprocessing:
|
||
tokenization:
|
||
method: "word_extraction"
|
||
patterns: ["Extract alphabetic words and technical terms", "Split on whitespace and punctuation", "Normalize to lowercase"]
|
||
normalization: ["Convert to lowercase", "Remove punctuation", "Collapse multiple spaces"]
|
||
cleaning: ["Remove special characters", "Handle contractions", "Maintain technical terminology"]
|
||
technical_terms_boost: 1.5
|
||
similarity_calculation:
|
||
method: "cosine_similarity"
|
||
output_format: "score_with_confidence"
|
||
normalization: "l2"
|
||
usage_modes:
|
||
semantic_analysis:
|
||
similarity_threshold: 0.3
|
||
confidence_calculation: "standard"
|
||
domain_boosting: false
|
||
category_classification:
|
||
classification_method: "tfidf_domain_matching"
|
||
confidence_threshold: 0.6
|
||
domain_specific_boosting: true
|
||
category_hierarchy: true
|
||
error_handling:
|
||
empty_input_handling: "return_empty_vector"
|
||
processing_failure: "fallback_to_basic_analysis"
|
||
memory_limit_protection: true
|
||
timeout_protection: 30
|
||
output:
|
||
tfidf_model: "object"
|
||
vector_representation: "array"
|
||
similarity_scores: "object"
|
||
processing_metadata: "object"
|
||
error_status: "boolean"
|
||
processing_time: "float"
|
||
|
||
# === DYNAMIC AGENT DISCOVERY OPERATIONS ===
|
||
|
||
- name: "task_tool_agent_discovery"
|
||
priority: 15
|
||
method: "api_based_agent_enumeration"
|
||
dependencies:
|
||
system_discovery_dependency: "system_discovery_phase"
|
||
config:
|
||
api_discovery:
|
||
task_tool_interface:
|
||
enumeration_method: "subagent_type_discovery"
|
||
capability_extraction: "description_parsing"
|
||
validation_method: "availability_check"
|
||
discovery_patterns:
|
||
known_subagent_types:
|
||
- "backend-architect"
|
||
- "frontend-developer"
|
||
- "security-engineer"
|
||
- "devops-engineer"
|
||
- "data-scientist"
|
||
- "testing-specialist"
|
||
- "ui-designer"
|
||
- "technical-writer"
|
||
- "performance-optimizer"
|
||
- "api-specialist"
|
||
dynamic_type_detection:
|
||
pattern_matching: true
|
||
semantic_analysis: true
|
||
capability_inference: true
|
||
validation_criteria:
|
||
availability_check: true
|
||
capability_verification: true
|
||
response_time_threshold: 30
|
||
output:
|
||
task_tool_agents: "array"
|
||
agent_capabilities: "object"
|
||
discovery_metadata: "object"
|
||
validation_results: "object"
|
||
|
||
- name: "persona_instruction_discovery"
|
||
priority: 16
|
||
method: "instruction_based_persona_extraction"
|
||
config:
|
||
instruction_analysis:
|
||
search_locations:
|
||
- "/home/user/.claude/"
|
||
- "/home/user/.claude/MODE_*.md"
|
||
- "/home/user/.claude/MCP_*.md"
|
||
- "/home/user/tools/subagent-master/CLAUDE.md"
|
||
search_patterns:
|
||
- "agent.*activation"
|
||
- "persona.*specialist"
|
||
- "expert.*activation"
|
||
- "specialist.*agent"
|
||
- "subagent.*type"
|
||
extraction_patterns:
|
||
persona_definitions:
|
||
- "Backend Architect"
|
||
- "Frontend Developer"
|
||
- "Security Engineer"
|
||
- "DevOps Engineer"
|
||
- "Data Scientist"
|
||
- "Testing Specialist"
|
||
- "UI Designer"
|
||
- "Technical Writer"
|
||
- "Performance Optimizer"
|
||
- "API Specialist"
|
||
- "Business Analyst"
|
||
- "System Integrator"
|
||
capability_extraction:
|
||
trigger_keywords: true
|
||
domain_expertise: true
|
||
tool_preferences: true
|
||
methodology_patterns: true
|
||
analysis_parameters:
|
||
semantic_matching: true
|
||
confidence_threshold: 0.6
|
||
duplicate_detection: true
|
||
output:
|
||
persona_agents: "array"
|
||
persona_capabilities: "object"
|
||
instruction_mappings: "object"
|
||
extraction_confidence: "float"
|
||
|
||
- name: "filesystem_agent_search"
|
||
priority: 17
|
||
method: "pattern_based_filesystem_discovery"
|
||
config:
|
||
filesystem_scan:
|
||
search_directories:
|
||
- "/home/user/tools/subagent-master/agents/"
|
||
- "/home/user/tools/*/agents/"
|
||
- "/home/user/*agents*/"
|
||
- "/home/user/*specialist*/"
|
||
file_patterns:
|
||
- "*.md"
|
||
- "*.yaml"
|
||
- "*.yml"
|
||
- "agent.*"
|
||
- "specialist.*"
|
||
- "expert.*"
|
||
content_patterns:
|
||
agent_indicators:
|
||
- "name:"
|
||
- "description:"
|
||
- "capabilities:"
|
||
- "triggers:"
|
||
- "component:"
|
||
- "subagent_type:"
|
||
expertise_indicators:
|
||
- "backend"
|
||
- "frontend"
|
||
- "security"
|
||
- "devops"
|
||
- "data"
|
||
- "testing"
|
||
- "ui"
|
||
- "api"
|
||
analysis_methods:
|
||
semantic_parsing: true
|
||
competency_extraction: true
|
||
capability_mapping: true
|
||
availability_inference: true
|
||
filtering_criteria:
|
||
min_capability_count: 3
|
||
description_length_min: 50
|
||
trigger_presence_required: true
|
||
output:
|
||
filesystem_agents: "array"
|
||
agent_files_found: "array"
|
||
capability_mappings: "object"
|
||
scan_summary: "object"
|
||
|
||
- name: "mcp_server_agent_enumeration"
|
||
priority: 18
|
||
method: "server_based_agent_discovery"
|
||
dependencies:
|
||
mcp_discovery_dependency: "system_discovery_phase"
|
||
config:
|
||
mcp_server_analysis:
|
||
server_capabilities:
|
||
context7_agents:
|
||
search_method: "tool_capability_analysis"
|
||
capability_patterns:
|
||
- "documentation_specialist"
|
||
- "research_analyst"
|
||
- "knowledge_manager"
|
||
magic_agents:
|
||
search_method: "ui_component_analysis"
|
||
capability_patterns:
|
||
- "frontend_developer"
|
||
- "ui_designer"
|
||
- "component_specialist"
|
||
playwright_agents:
|
||
search_method: "testing_capability_analysis"
|
||
capability_patterns:
|
||
- "testing_engineer"
|
||
- "automation_specialist"
|
||
- "e2e_tester"
|
||
sequential_agents:
|
||
search_method: "analysis_capability_inference"
|
||
capability_patterns:
|
||
- "system_analyst"
|
||
- "architect"
|
||
- "problem_solver"
|
||
serena_agents:
|
||
search_method: "symbol_operation_analysis"
|
||
capability_patterns:
|
||
- "code_analyst"
|
||
- "symbol_specialist"
|
||
- "project_manager"
|
||
tavily_agents:
|
||
search_method: "research_capability_analysis"
|
||
capability_patterns:
|
||
- "research_specialist"
|
||
- "information_analyst"
|
||
- "data_researcher"
|
||
agent_inference:
|
||
capability_to_agent_mapping: true
|
||
expertise_extraction: true
|
||
availability_assessment: true
|
||
output:
|
||
mcp_based_agents: "array"
|
||
server_capability_mappings: "object"
|
||
inferred_agent_types: "array"
|
||
|
||
- name: "agent_capability_analysis"
|
||
priority: 19
|
||
method: "semantic_competency_extraction_and_analysis"
|
||
dependencies:
|
||
discovery_inputs: ["task_tool_agent_discovery", "persona_instruction_discovery", "filesystem_agent_search", "mcp_server_agent_enumeration"]
|
||
tfidf_dependency: "unified_tfidf_processor"
|
||
config:
|
||
capability_analysis:
|
||
semantic_extraction:
|
||
tfidf_vectorization: true
|
||
competency_keyword_extraction: true
|
||
domain_classification: true
|
||
expertise_level_assessment: true
|
||
competency_dimensions:
|
||
technical_skills:
|
||
categories: ["programming", "frameworks", "databases", "cloud", "devops"]
|
||
extraction_method: "keyword_pattern_matching"
|
||
domain_expertise:
|
||
categories: ["backend", "frontend", "security", "data", "testing"]
|
||
extraction_method: "semantic_domain_analysis"
|
||
problem_solving:
|
||
categories: ["analysis", "design", "implementation", "optimization"]
|
||
extraction_method: "capability_inference"
|
||
tool_specialization:
|
||
categories: ["mcp_tools", "native_tools", "framework_tools"]
|
||
extraction_method: "tool_preference_analysis"
|
||
confidence_scoring:
|
||
multi_source_validation: true
|
||
cross_reference_checking: true
|
||
consistency_verification: true
|
||
duplicate_detection:
|
||
similarity_threshold: 0.8
|
||
capability_overlap_analysis: true
|
||
name_variation_handling: true
|
||
priority_resolution: "most_capable"
|
||
output:
|
||
analyzed_agents: "array"
|
||
competency_matrix: "object"
|
||
confidence_scores: "object"
|
||
duplicate_groups: "array"
|
||
final_agent_registry: "object"
|
||
|
||
- name: "agent_registry_enhancement"
|
||
priority: 20
|
||
method: "registry_consolidation_and_optimization"
|
||
dependencies:
|
||
analysis_dependency: "agent_capability_analysis"
|
||
config:
|
||
registry_operations:
|
||
consolidation:
|
||
merge_duplicate_agents: true
|
||
resolve_conflicts: true
|
||
optimize_structure: true
|
||
enhancement:
|
||
add_missing_metadata: true
|
||
calculate_compatibility_scores: true
|
||
generate_usage_recommendations: true
|
||
validation:
|
||
capability_consistency_check: true
|
||
availability_verification: true
|
||
performance_baseline_establishment: true
|
||
registry_structure:
|
||
agent_entries:
|
||
required_fields: ["name", "type", "capabilities", "confidence", "source"]
|
||
optional_fields: ["description", "triggers", "tools", "expertise_level", "availability"]
|
||
capability_format:
|
||
standardized_categories: true
|
||
confidence_scores: true
|
||
source_attribution: true
|
||
output:
|
||
enhanced_agent_registry: "object"
|
||
registry_statistics: "object"
|
||
optimization_summary: "object"
|
||
|
||
# === TASK RECEIVING & COORDINATION ===
|
||
|
||
- name: "task_received_coordinator"
|
||
priority: 21
|
||
method: "central_task_handler"
|
||
trigger: "on_task_received"
|
||
dependencies:
|
||
system_readiness_dependency:
|
||
component: "system_readiness_phase"
|
||
expected_outputs: ["system_ready", "readiness_complete", "final_health_score"]
|
||
validation: "system_ready == true && readiness_complete == true && final_health_score >= 0.9"
|
||
agent_discovery_dependency:
|
||
component: "dynamic_agent_discovery_phase"
|
||
expected_outputs: ["dynamic_discovery_complete", "enhanced_agent_registry"]
|
||
validation: "dynamic_discovery_complete == true && enhanced_agent_registry != null"
|
||
memory_system_dependency:
|
||
component: "adaptive_memory_system_phase"
|
||
expected_outputs: ["memory_system_active", "patterns_loaded", "adaptation_ready"]
|
||
validation: "memory_system_active == true && adaptation_ready == true"
|
||
config:
|
||
task_handling:
|
||
validation_phase:
|
||
check_task_completeness: true
|
||
validate_task_format: true
|
||
detect_task_ambiguity: true
|
||
check_system_readiness: true
|
||
validate_no_active_agents: true
|
||
check_no_pending_mcp_calls: true
|
||
verify_initialization_complete: true
|
||
coordination_logic:
|
||
sequential_analysis_flow: true
|
||
parallel_preparation: true
|
||
dependency_validation: true
|
||
resource_allocation: true
|
||
memory_pattern_matching: true
|
||
adaptive_strategy_application: true
|
||
error_handling:
|
||
task_rejection_handling: true
|
||
clarification_request: true
|
||
fallback_activation: true
|
||
user_notification: true
|
||
activation_rules:
|
||
minimum_system_readiness: 0.9
|
||
required_phases_complete: ["system_initialization", "system_discovery_phase", "dynamic_agent_discovery_phase", "system_integration_phase", "system_readiness_phase"]
|
||
required_components_active: ["error_system", "monitoring", "mcp_servers", "enhanced_agent_registry", "adaptive_memory_system"]
|
||
task_validation_enabled: true
|
||
coordination_protocols:
|
||
analysis_sequence: ["task_semantic_analysis", "task_complexity_assessment", "domain_classification", "memory_pattern_matching"]
|
||
execution_sequence: ["todo_generation_system", "delegation_engine", "coordination_system", "memory_recording"]
|
||
optimization_sequence: ["performance_optimizer", "resource_manager", "quality_assurance"]
|
||
output:
|
||
task_accepted: "boolean"
|
||
coordination_plan: "array"
|
||
analysis_sequence_initiated: "boolean"
|
||
execution_sequence_planned: "boolean"
|
||
task_validation_result: "object"
|
||
system readiness_confirmed: "boolean"
|
||
task_metadata: "object"
|
||
coordination_metadata: "object"
|
||
|
||
# === PARALLEL TASK ANALYSIS COORDINATION (Priority 10.5) ===
|
||
|
||
- name: "task_analysis_coordinator"
|
||
priority: 10.5
|
||
method: "parallel_analysis_orchestrator"
|
||
dependencies:
|
||
trigger_source: "task_received_coordinator"
|
||
required_outputs: ["task_accepted", "task_metadata", "coordination_plan"]
|
||
activation_condition: "task_accepted == true && analysis_sequence_initiated == true"
|
||
event_system_dependency: "event_system"
|
||
config:
|
||
analysis_types:
|
||
- name: "semantic_analysis"
|
||
handler: "semantic_analysis_handler"
|
||
parallel_group: "task_analysis"
|
||
timeout: 15
|
||
priority: "high"
|
||
event_publish: "task.analysis.started"
|
||
|
||
- name: "complexity_assessment"
|
||
handler: "complexity_assessment_handler"
|
||
parallel_group: "task_analysis"
|
||
timeout: 20
|
||
priority: "high"
|
||
event_publish: "task.analysis.started"
|
||
|
||
- name: "domain_classification"
|
||
handler: "domain_classification_handler"
|
||
parallel_group: "task_analysis"
|
||
timeout: 15
|
||
priority: "high"
|
||
event_publish: "task.analysis.started"
|
||
|
||
coordination_strategy:
|
||
trigger_all: true
|
||
wait_for_completion: false # Fire-and-forget parallel execution
|
||
correlation_id: "task_id"
|
||
completion_handler: "analysis_completion_aggregator"
|
||
|
||
parallel_execution:
|
||
enabled: true
|
||
max_concurrent: 3
|
||
timeout_handling: "proceed_with_available_analyses"
|
||
partial_results_handling: "use_available_proceed_with_selection"
|
||
|
||
event_generation:
|
||
correlation_id_source: "task_metadata.task_id"
|
||
timestamp_generation: true
|
||
performance_tracking: true
|
||
|
||
error_handling:
|
||
analysis_failure_handling: "continue_with_other_analyses"
|
||
timeout_handling: "use_partial_proceed_with_selection"
|
||
error_events: true
|
||
|
||
output:
|
||
analysis_jobs_started: "array"
|
||
correlation_id: "string"
|
||
analysis_timeout: "integer"
|
||
parallel_execution_status: "object"
|
||
event_generation_summary: "object"
|
||
|
||
# === EVENT-DRIVEN ANALYSIS HANDLERS ===
|
||
|
||
- name: "semantic_analysis_handler"
|
||
priority: 11
|
||
method: "event_driven_semantic_analysis"
|
||
event_subscription:
|
||
listen_to: "task.received"
|
||
correlation_field: "task_id"
|
||
processing_mode: "parallel"
|
||
event_filter: "handler == 'semantic_analysis_handler'"
|
||
dependencies:
|
||
tfidf_dependency: "unified_tfidf_processor"
|
||
threshold_standards_dependency: "system_threshold_standards"
|
||
config:
|
||
usage_mode: "semantic_analysis"
|
||
input_source: "event.description"
|
||
technical_domains: ["backend", "frontend", "devops", "security", "testing", "data", "architecture"]
|
||
domain_boosting: true
|
||
similarity_analysis:
|
||
compare_against: "domain_patterns"
|
||
return_top_matches: 5
|
||
similarity_standard: "acceptable_match"
|
||
confidence_standard: "medium"
|
||
error_handling:
|
||
processing_timeout: 15
|
||
fallback_to_keywords: true
|
||
log_processing_issues: true
|
||
error_event_publish: true
|
||
event_output:
|
||
event_type: "task.semantic.completed"
|
||
data_mapping:
|
||
task_id: "correlation_id"
|
||
semantic_vector: "processing_results.vector"
|
||
domain_indicators: "processing_results.domains"
|
||
confidence: "processing_results.confidence"
|
||
processing_time: "execution_time"
|
||
correlation_id: "correlation_id"
|
||
output:
|
||
analysis_completed: "boolean"
|
||
event_published: "boolean"
|
||
processing_results: "object"
|
||
execution_time: "float"
|
||
|
||
- name: "complexity_assessment_handler"
|
||
priority: 12
|
||
method: "event_driven_complexity_analysis"
|
||
event_subscription:
|
||
listen_to: "task.received"
|
||
correlation_field: "task_id"
|
||
processing_mode: "parallel"
|
||
event_filter: "handler == 'complexity_assessment_handler'"
|
||
error_handling:
|
||
processing_timeout: 20
|
||
fallback_to_basic_scoring: true
|
||
error_event_publish: true
|
||
config:
|
||
scoring_factors:
|
||
component_count:
|
||
weight: 0.25
|
||
scoring:
|
||
single: 0.2
|
||
few_2_3: 0.4
|
||
moderate_4_5: 0.6
|
||
many_6plus: 1.0
|
||
dependencies:
|
||
weight: 0.20
|
||
scoring:
|
||
external: 0.5
|
||
internal: 0.2
|
||
circular: 1.0
|
||
unknown: 0.8
|
||
uncertainty:
|
||
weight: 0.20
|
||
scoring:
|
||
clear: 0.0
|
||
minor_ambiguity: 0.3
|
||
moderate: 0.6
|
||
high: 1.0
|
||
critical: 1.5
|
||
integration:
|
||
weight: 0.15
|
||
scoring:
|
||
none: 0.0
|
||
single_system: 0.3
|
||
multi_system: 0.8
|
||
cross_functional: 1.2
|
||
enterprise: 1.5
|
||
resources:
|
||
weight: 0.10
|
||
scoring:
|
||
minimal: 0.0
|
||
standard: 0.2
|
||
specialized: 0.5
|
||
critical: 0.8
|
||
limited: 1.0
|
||
historical_patterns:
|
||
weight: 0.10
|
||
scoring:
|
||
successful_similar: -0.2
|
||
failed_similar: 0.3
|
||
no_patterns: 0.0
|
||
confident_patterns: -0.1
|
||
calculation:
|
||
base_score: 1.0
|
||
normalization: "clamp_to_1_5_range"
|
||
confidence_calculation: "1.0 - (uncertainty * 0.3) - (missing_info * 0.4)"
|
||
event_output:
|
||
event_type: "task.complexity.completed"
|
||
data_mapping:
|
||
task_id: "correlation_id"
|
||
complexity_score: "processing_results.score"
|
||
factors: "processing_results.factor_breakdown"
|
||
confidence: "processing_results.confidence"
|
||
processing_time: "execution_time"
|
||
correlation_id: "correlation_id"
|
||
output:
|
||
analysis_completed: "boolean"
|
||
event_published: "boolean"
|
||
processing_results: "object"
|
||
execution_time: "float"
|
||
|
||
- name: "domain_classification_handler"
|
||
priority: 13
|
||
method: "event_driven_domain_classification"
|
||
event_subscription:
|
||
listen_to: "task.received"
|
||
correlation_field: "task_id"
|
||
processing_mode: "parallel"
|
||
event_filter: "handler == 'domain_classification_handler'"
|
||
dependencies:
|
||
tfidf_dependency: "unified_tfidf_processor"
|
||
threshold_standards_dependency: "system_threshold_standards"
|
||
error_handling:
|
||
processing_timeout: 15
|
||
fallback_to_keyword_matching: true
|
||
confidence_reduction: 0.2
|
||
error_event_publish: true
|
||
config:
|
||
domains:
|
||
backend:
|
||
keywords: ["api", "backend", "server", "database", "microservice", "infrastructure", "rest", "graphql", "sql", "nosql", "authentication", "authorization", "endpoint", "service"]
|
||
patterns: ["build.*api", "design.*backend", "create.*server", "implement.*database", "setup.*endpoint", "configure.*service"]
|
||
complexity_tendency: 2.0-3.5
|
||
agent_prefs: ["backend-developer", "backend-architect", "fullstack"]
|
||
frontend:
|
||
keywords: ["frontend", "ui", "ux", "react", "vue", "angular", "web", "css", "javascript", "html", "responsive", "component", "interface", "design"]
|
||
patterns: ["build.*ui", "design.*frontend", "create.*web.*app", "implement.*react", "design.*interface", "create.*component"]
|
||
complexity_tendency: 2.0-3.5
|
||
agent_prefs: ["frontend-developer", "ui-designer", "fullstack"]
|
||
devops:
|
||
keywords: ["devops", "infrastructure", "deployment", "ci/cd", "docker", "kubernetes", "terraform", "jenkins", "pipeline", "monitoring", "cloud", "aws", "azure", "gcp"]
|
||
patterns: ["deploy.*application", "setup.*ci", "configure.*kubernetes", "implement.*pipeline", "setup.*infrastructure", "configure.*cloud"]
|
||
complexity_tendency: 2.5-4.0
|
||
agent_prefs: ["devops-engineer", "infrastructure-architect", "cloud-specialist"]
|
||
security:
|
||
keywords: ["security", "vulnerability", "penetration", "compliance", "audit", "authentication", "authorization", "encryption", "firewall", "secure", "protect"]
|
||
patterns: ["security.*audit", "penetration.*test", "implement.*security", "compliance.*check", "secure.*application", "protect.*data"]
|
||
complexity_tendency: 3.0-4.5
|
||
agent_prefs: ["security-engineer", "security-analyst", "compliance-specialist"]
|
||
testing:
|
||
keywords: ["testing", "qa", "quality", "automation", "test", "validate", "verify", "inspect", "coverage", "unit", "integration", "e2e"]
|
||
patterns: ["write.*test", "automate.*testing", "quality.*assurance", "validate.*functionality", "test.*coverage", "implement.*test.*suite"]
|
||
complexity_tendency: 1.5-3.0
|
||
agent_prefs: ["testing-specialist", "qa-engineer", "quality-analyst"]
|
||
data_science:
|
||
keywords: ["data", "analytics", "machine", "learning", "statistics", "visualization", "python", "r", "sql", "dataset", "analysis", "model", "algorithm"]
|
||
patterns: ["analyze.*data", "build.*model", "visualize.*insights", "process.*statistics", "implement.*algorithm", "train.*model"]
|
||
complexity_tendency: 2.0-4.0
|
||
agent_prefs: ["data-scientist", "ml-engineer", "data-analyst"]
|
||
documentation:
|
||
keywords: ["documentation", "writing", "technical", "api.*docs", "manual", "readme", "guide", "specification", "wiki", "knowledge"]
|
||
patterns: ["write.*documentation", "create.*guide", "update.*readme", "document.*process", "create.*specification", "build.*wiki"]
|
||
complexity_tendency: 1.0-2.0
|
||
agent_prefs: ["technical-writer", "documentation-specialist", "knowledge-manager"]
|
||
cross_domain:
|
||
detection_threshold: 0.6
|
||
complexity_adjustments:
|
||
two_domains: 0.3
|
||
three_domains: 0.6
|
||
four_plus: 1.0
|
||
classification_method: "tfidf_domain_matching"
|
||
confidence_threshold: 0.6
|
||
event_output:
|
||
event_type: "task.domain.completed"
|
||
data_mapping:
|
||
task_id: "correlation_id"
|
||
primary_domain: "processing_results.primary_domain"
|
||
confidence: "processing_results.confidence"
|
||
secondary_domains: "processing_results.secondary_domains"
|
||
cross_domain_score: "processing_results.cross_domain_score"
|
||
processing_time: "execution_time"
|
||
correlation_id: "correlation_id"
|
||
output:
|
||
analysis_completed: "boolean"
|
||
event_published: "boolean"
|
||
processing_results: "object"
|
||
execution_time: "float"
|
||
|
||
# === UNIFIED TASK PROCESSING SYSTEM ===
|
||
|
||
|
||
|
||
- name: "task_complexity_assessment"
|
||
priority: 12
|
||
method: "multi_factor_analysis"
|
||
dependencies:
|
||
trigger_source: "task_received_coordinator"
|
||
required_outputs: ["task_accepted", "coordination_plan"]
|
||
semantic_analysis_dependency: "unified_task_handler.validation_operations"
|
||
activation_condition: "task_accepted == true && analysis_sequence_initiated == true"
|
||
error_handling:
|
||
semantic_analysis_failure:
|
||
action: "fallback_to_basic_analysis"
|
||
fallback_scoring: {
|
||
component_count: {weight: 0.5},
|
||
domain_complexity: {weight: 0.3},
|
||
estimated_duration: {weight: 0.2}
|
||
}
|
||
scoring_calculation_errors:
|
||
action: "use_simplified_scoring"
|
||
minimum_confidence: 0.4
|
||
log_error_details: true
|
||
input_validation_errors:
|
||
action: "reject_with_clarification_request"
|
||
user_message: "Unable to assess task complexity due to insufficient information. Please provide more details about the task scope."
|
||
config:
|
||
scoring_factors:
|
||
component_count:
|
||
weight: 0.25
|
||
scoring:
|
||
single: 0.2
|
||
few_2_3: 0.4
|
||
moderate_4_5: 0.6
|
||
many_6plus: 1.0
|
||
dependencies:
|
||
weight: 0.20
|
||
scoring:
|
||
external: 0.5
|
||
internal: 0.2
|
||
circular: 1.0
|
||
unknown: 0.8
|
||
uncertainty:
|
||
weight: 0.20
|
||
scoring:
|
||
clear: 0.0
|
||
minor_ambiguity: 0.3
|
||
moderate: 0.6
|
||
high: 1.0
|
||
critical: 1.5
|
||
integration:
|
||
weight: 0.15
|
||
scoring:
|
||
none: 0.0
|
||
single_system: 0.3
|
||
multi_system: 0.8
|
||
cross_functional: 1.2
|
||
enterprise: 1.5
|
||
resources:
|
||
weight: 0.10
|
||
scoring:
|
||
minimal: 0.0
|
||
standard: 0.2
|
||
specialized: 0.5
|
||
critical: 0.8
|
||
limited: 1.0
|
||
historical_patterns:
|
||
weight: 0.10
|
||
scoring:
|
||
successful_similar: -0.2
|
||
failed_similar: 0.3
|
||
no_patterns: 0.0
|
||
confident_patterns: -0.1
|
||
calculation:
|
||
base_score: 1.0
|
||
normalization: "clamp_to_1_5_range"
|
||
confidence_calculation: "1.0 - (uncertainty * 0.3) - (missing_info * 0.4)"
|
||
output:
|
||
task_complexity: "integer"
|
||
complexity_factors: "object"
|
||
assessment_confidence: "float"
|
||
complexity_score: "float (1.0-5.0)"
|
||
factor_breakdown: "object"
|
||
|
||
- name: "domain_classification"
|
||
priority: 13
|
||
method: "keyword_pattern_matching"
|
||
dependencies:
|
||
trigger_source: "task_received_coordinator"
|
||
required_outputs: ["task_accepted", "coordination_plan"]
|
||
complexity_assessment_dependency: "task_complexity_assessment"
|
||
tfidf_dependency: "unified_tfidf_processor"
|
||
activation_condition: "task_accepted == true && analysis_sequence_initiated == true"
|
||
error_handling:
|
||
complexity_assessment_failure:
|
||
action: "proceed_with_default_weights"
|
||
default_domain_weights: {
|
||
backend: 0.3,
|
||
frontend: 0.3,
|
||
devops: 0.2,
|
||
general: 0.2
|
||
}
|
||
tfidf_processing_failure:
|
||
action: "fallback_to_keyword_matching"
|
||
keyword_only_analysis: true
|
||
confidence_reduction: 0.2
|
||
domain_matching_failure:
|
||
action: "assign_to_general_domain"
|
||
user_notification: "Task domain couldn't be precisely determined. Assigned to general category."
|
||
log_matching_issues: true
|
||
low_confidence_results:
|
||
action: "request_user_clarification"
|
||
threshold: 0.5
|
||
clarification_message: "Multiple possible domains detected. Please specify the primary domain."
|
||
config:
|
||
domains:
|
||
backend:
|
||
keywords: ["api", "backend", "server", "database", "microservice", "infrastructure", "rest", "graphql", "sql", "nosql", "authentication", "authorization", "endpoint", "service"]
|
||
patterns: ["build.*api", "design.*backend", "create.*server", "implement.*database", "setup.*endpoint", "configure.*service"]
|
||
complexity_tendency: 2.0-3.5
|
||
agent_prefs: ["backend-developer", "backend-architect", "full-stack"]
|
||
frontend:
|
||
keywords: ["frontend", "ui", "ux", "react", "vue", "angular", "web", "css", "javascript", "html", "responsive", "component", "interface", "design"]
|
||
patterns: ["build.*ui", "design.*frontend", "create.*web.*app", "implement.*react", "design.*interface", "create.*component"]
|
||
complexity_tendency: 2.0-3.5
|
||
agent_prefs: ["frontend-developer", "ui-designer", "full-stack"]
|
||
devops:
|
||
keywords: ["devops", "infrastructure", "deployment", "ci/cd", "docker", "kubernetes", "terraform", "jenkins", "pipeline", "monitoring", "cloud", "aws", "azure", "gcp"]
|
||
patterns: ["deploy.*application", "setup.*ci", "configure.*kubernetes", "implement.*pipeline", "setup.*infrastructure", "configure.*cloud"]
|
||
complexity_tendency: 2.5-4.0
|
||
agent_prefs: ["devops-engineer", "infrastructure-architect", "cloud-specialist"]
|
||
security:
|
||
keywords: ["security", "vulnerability", "penetration", "compliance", "audit", "authentication", "authorization", "encryption", "firewall", "secure", "protect"]
|
||
patterns: ["security.*audit", "penetration.*test", "implement.*security", "compliance.*check", "secure.*application", "protect.*data"]
|
||
complexity_tendency: 3.0-4.5
|
||
agent_prefs: ["security-engineer", "security-analyst", "compliance-specialist"]
|
||
testing:
|
||
keywords: ["testing", "qa", "quality", "automation", "test", "validate", "verify", "inspect", "coverage", "unit", "integration", "e2e"]
|
||
patterns: ["write.*test", "automate.*testing", "quality.*assurance", "validate.*functionality", "test.*coverage", "implement.*test.*suite"]
|
||
complexity_tendency: 1.5-3.0
|
||
agent_prefs: ["testing-specialist", "qa-engineer", "quality-analyst"]
|
||
data_science:
|
||
keywords: ["data", "analytics", "machine", "learning", "statistics", "visualization", "python", "r", "sql", "dataset", "analysis", "model", "algorithm"]
|
||
patterns: ["analyze.*data", "build.*model", "visualize.*insights", "process.*statistics", "implement.*algorithm", "train.*model"]
|
||
complexity_tendency: 2.0-4.0
|
||
agent_prefs: ["data-scientist", "ml-engineer", "data-analyst"]
|
||
documentation:
|
||
keywords: ["documentation", "writing", "technical", "api.*docs", "manual", "readme", "guide", "specification", "wiki", "knowledge"]
|
||
patterns: ["write.*documentation", "create.*guide", "update.*readme", "document.*process", "create.*specification", "build.*wiki"]
|
||
complexity_tendency: 1.0-2.0
|
||
agent_prefs: ["technical-writer", "documentation-specialist", "knowledge-manager"]
|
||
cross_domain:
|
||
detection_threshold: 0.6
|
||
complexity_adjustments:
|
||
two_domains: 0.3
|
||
three_domains: 0.6
|
||
four_plus: 1.0
|
||
classification_method: "tfidf_domain_matching"
|
||
confidence_threshold: 0.6
|
||
output:
|
||
primary_domain: "string"
|
||
|
||
|
||
- name: "agent_competency_matching"
|
||
priority: 14
|
||
method: "matrix_scoring"
|
||
dependencies:
|
||
domain_classification_dependency: "domain_classification"
|
||
agent_registry_dependency: "agent_registry_enhancement"
|
||
activation_condition: "primary_domain assigned AND enhanced_agent_registry available"
|
||
error_handling:
|
||
domain_classification_failure:
|
||
action: "use_cross_domain_analysis"
|
||
fallback_domains: ["development", "operations", "testing"]
|
||
confidence_reduction: 0.3
|
||
agent_registry_unavailable:
|
||
action: "use_builtin_agent_fallback"
|
||
fallback_agents: ["general_developer", "system_analyst", "quality_assurance"]
|
||
user_notification: "Specialized agents unavailable. Using general-purpose alternatives."
|
||
competency_scoring_errors:
|
||
action: "use_simplified_matching"
|
||
simplified_criteria: {
|
||
keywords: 0.6,
|
||
domain_match: 0.3,
|
||
availability: 0.1
|
||
}
|
||
no_suitable_agents_found:
|
||
action: "escalate_to_manual_selection"
|
||
user_clarification: "No suitable agents found for this task. Please specify preferred agent type."
|
||
log_agent_shortage: true
|
||
config:
|
||
competency_dimensions:
|
||
technical_skills:
|
||
weight: 0.40
|
||
categories: {
|
||
programming_languages: ["python", "javascript", "java", "go", "rust", "typescript", "csharp", "php", "ruby", "swift", "kotlin"],
|
||
frameworks: ["react", "vue", "angular", "django", "flask", "express", "spring", "laravel", "rails", "nextjs", "nuxtjs"],
|
||
databases: ["sql", "nosql", "mongodb", "postgresql", "mysql", "redis", "elasticsearch", "cassandra", "dynamodb"],
|
||
cloud_platforms: ["aws", "azure", "gcp", "heroku", "digitalocean", "vercel", "netlify", "firebase"],
|
||
devops_tools: ["docker", "kubernetes", "jenkins", "terraform", "ansible", "gitlab", "circleci", "github_actions"],
|
||
mobile: ["react_native", "flutter", "swiftui", "android", "ios", "cordova", "ionic"],
|
||
testing: ["jest", "cypress", "playwright", "selenium", "karma", "mocha", "jasmine"]
|
||
}
|
||
domain_knowledge:
|
||
weight: 0.25
|
||
categories: {
|
||
backend: ["api_design", "microservices", "server_architecture", "backend_performance"],
|
||
frontend: ["ui_design", "ux_patterns", "web_standards", "responsive_design", "accessibility"],
|
||
devops: ["cicd", "infrastructure", "monitoring", "scaling", "deployment_strategies"],
|
||
security: ["authentication", "authorization", "encryption", "vulnerability_assessment", "compliance"],
|
||
data: ["data_modeling", "analytics", "visualization", "big_data", "data_pipeline"],
|
||
architecture: ["system_design", "scalability", "performance_optimization", "patterns", "technical_debt"],
|
||
mobile: ["mobile_patterns", "app_store_deployment", "performance_optimization", "offline_functionality"]
|
||
}
|
||
problem_solving:
|
||
weight: 0.20
|
||
categories: {
|
||
analysis: ["requirements_analysis", "problem_decomposition", "root_cause_analysis", "risk_assessment"],
|
||
design: ["algorithm_design", "system_design", "ui_ux_design", "database_design", "api_design"],
|
||
implementation: ["code_organization", "design_patterns", "error_handling", "optimization", "testing"],
|
||
testing: ["unit_testing", "integration_testing", "performance_testing", "security_testing", "e2e_testing"],
|
||
optimization: ["performance_tuning", "resource_optimization", "code_optimization", "scalability_improvement"]
|
||
}
|
||
communication:
|
||
weight: 0.15
|
||
categories: {
|
||
documentation: ["api_documentation", "technical_writing", "code_comments", "architecture_diagrams"],
|
||
explanation: ["technical_explanation", "user_guidance", "stakeholder_communication", "training_materials"],
|
||
collaboration: ["code_review", "pair_programming", "team_coordination", "conflict_resolution"],
|
||
presentation: ["technical_presentations", "architecture_proposals", "progress_reports", "demonstrations"]
|
||
}
|
||
scoring_method: "weighted_competency_alignment"
|
||
experience_adjustment:
|
||
junior_multiplier: 0.7
|
||
mid_level_multiplier: 0.85
|
||
senior_multiplier: 1.0
|
||
expert_multiplier: 1.2
|
||
specialist_bonus: 0.1
|
||
output:
|
||
competency_scores: "object"
|
||
domain_match: "float"
|
||
capability_alignment: "object"
|
||
skill_breakdown: "object"
|
||
experience_adjustments: "object"
|
||
|
||
- name: "agent_selection_algorithm"
|
||
priority: 15
|
||
method: "semantic_matching"
|
||
dependencies:
|
||
competency_matching_dependency: "agent_competency_matching"
|
||
threshold_standards_dependency: "system_threshold_standards"
|
||
activation_condition: "competency_scores available AND agent_capabilities mapped"
|
||
error_handling:
|
||
competency_matching_failure:
|
||
action: "use_basic_keyword_selection"
|
||
selection_criteria: ["domain_match", "availability", "basic_keywords"]
|
||
user_notification: "Advanced agent matching failed. Using basic selection criteria."
|
||
insufficient_confidence:
|
||
action: "present_user_choices"
|
||
confidence_standard: "medium"
|
||
present_options: 3
|
||
choice_message: "Multiple agents found with similar capabilities. Please select preferred option:"
|
||
all_agents_unavailable:
|
||
action: "escalate_to_user_selection"
|
||
fallback_to_native: true
|
||
escalation_message: "All specialized agents unavailable. Would you like to proceed with native tools?"
|
||
selection_timeout:
|
||
action: "auto_select_best_available"
|
||
timeout_duration: 30
|
||
default_selection: "highest_available_score"
|
||
config:
|
||
selection_criteria:
|
||
competency_threshold: 0.7
|
||
availability_check: true
|
||
performance_history: true
|
||
backup_options: true
|
||
tfidf_analysis: true
|
||
vector_similarity: true
|
||
expertise_mapping: true
|
||
uncertainty_quantification: true
|
||
selection_confidence_threshold: 0.8
|
||
guard_validation:
|
||
enabled: true
|
||
check_initialization_master_guard: true
|
||
check_master_agent_call_guard: true
|
||
self_call_prevention: true
|
||
fallback_to_native: true
|
||
guard_validation_order: ["initialization_master_guard", "master_agent_call_guard"]
|
||
|
||
# Enhanced with system reminder detection
|
||
system_reminder_integration:
|
||
enabled: true
|
||
check_system_reminder_detector: true
|
||
validate_self_diagnosis_context: true
|
||
|
||
validation_rules:
|
||
- rule: "system_reminder_bypass_for_self_diagnosis"
|
||
condition: "system_reminder_detector.self_diagnosis_detected == true"
|
||
action: "skip_agent_selection"
|
||
reason: "Self-diagnosis does not require agent delegation"
|
||
implementation: "continue_with_native_execution"
|
||
|
||
- rule: "prevent_master_self_call_via_reminder"
|
||
condition: "system_reminder_detector.system_reminder_detected == true AND current_agent == 'master'"
|
||
action: "block_self_delegation"
|
||
reason: "System reminders should not cause master self-calls"
|
||
implementation: "use_native_tools_only"
|
||
|
||
- rule: "debug_mode_exception"
|
||
condition: "unified_state_manager.system_level.current_state == 'SYSTEM_SELF_DIAGNOSIS'"
|
||
action: "relax_guard_validation"
|
||
exceptions: ["self_diagnosis_operations", "debug_analysis", "system_analysis"]
|
||
reason: "Debug mode requires enhanced flexibility"
|
||
implementation: "allow_native_tools_with_logging"
|
||
|
||
context_awareness:
|
||
detect_master_context: true
|
||
analyze_request_intent: true
|
||
identify_debug_scenarios: true
|
||
monitor_system_reminder_patterns: true
|
||
output:
|
||
selected_agent: "string"
|
||
selection_confidence: "float"
|
||
backup_options: "array"
|
||
selection_rationale: "string"
|
||
|
||
# === ANALYSIS COMPLETION AGGREGATOR (Priority 15.5) ===
|
||
|
||
- name: "analysis_completion_aggregator"
|
||
priority: 15.5
|
||
method: "event_based_analysis_coordinator"
|
||
event_subscription:
|
||
listen_to: ["task.analysis.batch.completed"]
|
||
correlation_field: "task_id"
|
||
completion_strategy: "wait_for_all_events"
|
||
timeout_handling: "proceed_with_available_analyses"
|
||
dependencies:
|
||
event_system_dependency: "event_system"
|
||
config:
|
||
completion_criteria:
|
||
required_events: ["semantic_completed", "complexity_completed", "domain_completed"]
|
||
minimum_confidence_threshold: 0.6
|
||
timeout: 300 # 5 minutes max
|
||
partial_analysis_handling: "use_available_proceed_with_selection"
|
||
|
||
event_aggregation:
|
||
data_mapping_strategy: "merge_analysis_results"
|
||
confidence_calculation: "weighted_average"
|
||
correlation_timeout_recovery: "use_partial_proceed_with_selection"
|
||
|
||
validation:
|
||
cross_result_validation: true
|
||
consistency_check: true
|
||
anomaly_detection: true
|
||
|
||
error_handling:
|
||
missing_events_handling: "use_available_analyses"
|
||
timeout_handling: "partial_analysis_proceed"
|
||
error_events: true
|
||
recovery_events: true
|
||
|
||
event_output:
|
||
when_complete:
|
||
event_type: "task.agent.selection.ready"
|
||
data: "aggregated_analysis_results"
|
||
when_partial:
|
||
event_type: "task.agent.selection.ready"
|
||
data: "partial_analysis_results"
|
||
warning: "Some analyses failed - proceeding with available data"
|
||
|
||
output:
|
||
aggregation_complete: "boolean"
|
||
analysis_results: "object"
|
||
partial_analysis_detected: "boolean"
|
||
timeout_occurred: "boolean"
|
||
aggregated_confidence: "float"
|
||
processing_summary: "object"
|
||
events_received: "array"
|
||
correlation_id: "string"
|
||
|
||
# === INTELLIGENT AGENT SELECTION OPTIMIZATION (Priority 15.1) ===
|
||
|
||
- name: "intelligent_agent_selection"
|
||
priority: 15.1 # Slightly higher than basic selection
|
||
method: "multi_factor_optimization"
|
||
dependencies:
|
||
competency_matching_dependency: "agent_competency_matching"
|
||
performance_history_dependency: "agent_performance_tracker"
|
||
availability_monitor_dependency: "agent_availability_monitor"
|
||
config:
|
||
selection_factors:
|
||
competency_match: 0.4
|
||
historical_performance: 0.3
|
||
current_workload: 0.2
|
||
availability_score: 0.1
|
||
|
||
agent_pool_management:
|
||
dynamic_agent_discovery: true
|
||
competency_caching: true
|
||
performance_tracking: true
|
||
load_balancing: "round_robin_with_priority"
|
||
|
||
delegation_optimization:
|
||
batch_delegation: true
|
||
parallel_agent_coordination: true
|
||
adaptive_timeout: true
|
||
fallback_agents: true
|
||
|
||
agent_selection_cache:
|
||
competency_matrix_cache: true
|
||
performance_history_cache: true
|
||
availability_status_cache: true
|
||
cache_ttl_seconds: 300
|
||
|
||
intelligent_filtering:
|
||
context_aware_selection: true
|
||
task_complexity_matching: true
|
||
expertise_level_matching: true
|
||
success_prediction: true
|
||
|
||
output:
|
||
optimized_agent_selection: "object"
|
||
selection_confidence: "float"
|
||
fallback_options: "array"
|
||
performance_prediction: "float"
|
||
|
||
# === EVENT-DRIVEN AGENT SELECTION (Priority 15.6) ===
|
||
|
||
- name: "event_driven_agent_selection"
|
||
priority: 15.6
|
||
method: "agent_selection_on_analysis_complete"
|
||
event_subscription:
|
||
listen_to: "task.agent.selection.ready"
|
||
correlation_field: "task_id"
|
||
processing_mode: "sequential"
|
||
dependencies:
|
||
agent_registry_dependency: "agent_registry_construction"
|
||
competency_matching_dependency: "agent_competency_matching"
|
||
threshold_standards_dependency: "system_threshold_standards"
|
||
config:
|
||
input_data:
|
||
semantic_analysis: "event.data.semantic_results"
|
||
complexity_assessment: "event.data.complexity_results"
|
||
domain_classification: "event.data.domain_results"
|
||
aggregated_confidence: "event.data.aggregated_confidence"
|
||
|
||
selection_process:
|
||
competency_matching:
|
||
use_domain_classification: true
|
||
complexity_adjustment: true
|
||
semantic_boosting: true
|
||
aggregated_confidence_weighting: true
|
||
|
||
selection_algorithm:
|
||
scoring_method: "weighted_competency_score"
|
||
backup_option_generation: true
|
||
confidence_threshold_adjustment: true
|
||
|
||
validation:
|
||
cross_reference_check: true
|
||
availability_verification: true
|
||
compatibility_validation: true
|
||
|
||
event_output:
|
||
event_type: "task.agent.selected"
|
||
data_mapping:
|
||
task_id: "correlation_id"
|
||
selected_agent: "selection_results.agent"
|
||
confidence: "selection_results.confidence"
|
||
backup_options: "selection_results.backup_options"
|
||
selection_rationale: "selection_results.rationale"
|
||
analysis_summary: "input_data"
|
||
|
||
error_handling:
|
||
selection_failure:
|
||
fallback_to: "basic_keyword_selection"
|
||
confidence_adjustment: -0.3
|
||
error_event_publish: true
|
||
|
||
insufficient_agents:
|
||
fallback_to: "builtin_agent_pool"
|
||
user_notification: "Limited agents available - using alternatives"
|
||
error_event_publish: true
|
||
|
||
timeout_handling:
|
||
auto_select_best_available: true
|
||
timeout_warning: true
|
||
|
||
output:
|
||
selection_completed: "boolean"
|
||
event_published: "boolean"
|
||
selection_results: "object"
|
||
processing_time: "float"
|
||
|
||
- name: "clarification_subsystem"
|
||
priority: 16
|
||
method: "ambiguity_resolution"
|
||
dependencies:
|
||
agent_selection_dependency: "agent_selection_algorithm"
|
||
activation_condition: "ambiguity_score > threshold OR user_clarification_requested"
|
||
error_handling:
|
||
ambiguity_detection_failure:
|
||
action: "assume_minimum_ambiguity"
|
||
default_ambiguity_score: 0.3
|
||
proceed_with_analysis: true
|
||
log_detection_error: true
|
||
question_generation_errors:
|
||
action: "use_standard_question_set"
|
||
standard_questions: [
|
||
"What specific outcome are you looking for?",
|
||
"Are there any constraints or requirements I should consider?",
|
||
"What is the expected timeline for this task?"
|
||
]
|
||
user_response_parsing_errors:
|
||
action: "request_manual_clarification"
|
||
fallback_clarification: "I had trouble understanding your response. Could you please clarify using simpler terms?"
|
||
clarification_loop_timeout:
|
||
action: "proceed_with_best_understanding"
|
||
max_clarification_rounds: 3
|
||
timeout_duration: 300
|
||
confidence_adjustment: -0.2
|
||
config:
|
||
ambiguity_detection:
|
||
detection_criteria:
|
||
vague_language:
|
||
indicators: ["maybe", "possibly", "might", "could", "should", "think about", "consider", "explore"]
|
||
weight: 0.3
|
||
missing_requirements:
|
||
indicators: ["unclear_scope", "undefined_deliverables", "missing_constraints", "incomplete_specs"]
|
||
weight: 0.4
|
||
conflicting_goals:
|
||
indicators: ["contradictory_requirements", "mutually_exclusive_outcomes", "incompatible_objectives"]
|
||
weight: 0.5
|
||
insufficient_context:
|
||
indicators: ["no_domain_specified", "missing_technical_context", "unclear_environment"]
|
||
weight: 0.3
|
||
complexity_mismatch:
|
||
indicators: ["oversimplified_complex_tasks", "overcomplicated_simple_tasks"]
|
||
weight: 0.35
|
||
scoring_algorithm:
|
||
linguistic_weight: 0.25
|
||
semantic_weight: 0.30
|
||
requirement_weight: 0.35
|
||
complexity_weight: 0.10
|
||
threshold: 0.6
|
||
|
||
question_generation:
|
||
question_types:
|
||
requirements_clarification:
|
||
templates: [
|
||
"What specific {deliverable_type} are you looking for?",
|
||
"Could you describe the expected {outcome_characteristics}?",
|
||
"What are the acceptance criteria for this {task_component}?",
|
||
"Are there any {integration_requirements} with existing systems?"
|
||
]
|
||
scope_definition:
|
||
templates: [
|
||
"What should be included/excluded from the scope of this {task_domain}?",
|
||
"Are there any specific {constraints} or limitations we should consider?",
|
||
"What are the boundaries of this project in terms of {boundary_type}?",
|
||
"Should we focus on {focus_area} or expand to include {additional_area}?"
|
||
]
|
||
technical_context:
|
||
templates: [
|
||
"What {technology_stack} should be used for this implementation?",
|
||
"Are there any {technical_constraints} or compatibility requirements?",
|
||
"What's the target {platform_environment} and deployment context?",
|
||
"Are there existing {technical_dependencies} or integrations to consider?"
|
||
]
|
||
preference_elicitation:
|
||
templates: [
|
||
"Do you prefer {approach_a} or {approach_b} for this implementation?",
|
||
"What's more important for this task: {priority_a} or {priority_b}?",
|
||
"Are there any {stylistic_preferences} or design guidelines to follow?",
|
||
"Should we prioritize {speed} or {quality} for this task?"
|
||
]
|
||
risk_assessment:
|
||
templates: [
|
||
"What are the main {risk_factors} you foresee with this approach?",
|
||
"Are there any {dependency_risks} we should address upfront?",
|
||
"What {mitigation_strategies} should we consider for potential issues?",
|
||
"Are there any {timeline_constraints} or deadlines affecting risk assessment?"
|
||
]
|
||
generation_algorithm:
|
||
max_questions: 7
|
||
min_questions: 3
|
||
semantic_filtering: true
|
||
redundancy_removal: true
|
||
prioritization: "ambiguity_resolution_potential"
|
||
|
||
response_processing:
|
||
processing_steps:
|
||
semantic_analysis: [
|
||
"Extract key information using semantic similarity",
|
||
"Identify constraint specifications with context",
|
||
"Detect preference indications through sentiment analysis",
|
||
"Recognize domain-specific terminology"
|
||
]
|
||
context_integration: [
|
||
"Update task description with clarified details",
|
||
"Add newly identified constraints with relevance",
|
||
"Incorporate user preferences with validation",
|
||
"Enhance domain mappings using semantic matching"
|
||
]
|
||
ambiguity_reevaluation: [
|
||
"Re-calculate ambiguity scores using updated analysis",
|
||
"Identify remaining uncertainties through gap detection",
|
||
"Assess need for follow-up questions",
|
||
"Generate confidence improvements"
|
||
]
|
||
|
||
uncertainty_triggers:
|
||
confidence_threshold: 0.6
|
||
complexity_threshold: 3
|
||
ambiguity_indicators: ["unclear", "ambiguous", "confusing", "questions"]
|
||
clarification_strategies:
|
||
ask_specific_questions: true
|
||
request_examples: true
|
||
propose_interpretations: true
|
||
validate_understanding: true
|
||
max_clarification_rounds: 3
|
||
output:
|
||
clarification_needed: "boolean"
|
||
clarification_questions: "array"
|
||
resolved_understanding: "boolean"
|
||
ambiguity_score: "float (0.0-1.0)"
|
||
ambiguity_sources: "array"
|
||
confidence_level: "float"
|
||
detection_details: "object"
|
||
question_priorities: "array"
|
||
semantic_relevance_scores: "array"
|
||
|
||
# === EXECUTION ENGINE OPERATIONS ===
|
||
|
||
- name: "intelligent_task_decomposition_engine"
|
||
priority: 21
|
||
method: "advanced_parallel_task_analysis"
|
||
dependencies:
|
||
trigger_source: "task_received_coordinator"
|
||
required_outputs: ["execution_sequence_planned", "coordination_plan", "task_metadata"]
|
||
sequential_after: ["clarification_subsystem", "agent_selection_algorithm"]
|
||
activation_condition: "execution_sequence_planned == true"
|
||
config:
|
||
decomposition_algorithm:
|
||
semantic_analysis:
|
||
task_complexity_classifier:
|
||
complexity_indicators: ["multiple_steps", "cross_domain", "dependency_risk", "resource_requirements"]
|
||
scoring_weights: [0.3, 0.25, 0.25, 0.2]
|
||
complexity_thresholds: {low: 1.5, medium: 2.5, high: 3.5}
|
||
|
||
domain_identification:
|
||
technical_domains: ["backend", "frontend", "database", "infrastructure", "security"]
|
||
business_domains: ["analysis", "documentation", "planning", "coordination"]
|
||
cross_domain_penalty: 0.15
|
||
|
||
parallelism_potential:
|
||
independence_score: "calculate_task_independence"
|
||
resource_compatibility: "analyze_resource_conflicts"
|
||
dependency_analysis: "build_dependency_graph"
|
||
|
||
dependency_resolution:
|
||
graph_construction:
|
||
method: "directed_acyclic_graph_dag"
|
||
node_attributes: ["estimated_duration", "resource_requirements", "priority", "criticality"]
|
||
edge_attributes: ["dependency_type", "coupling_strength", "flexibility"]
|
||
|
||
critical_path_analysis:
|
||
algorithm: "longest_path_identification"
|
||
slack_time_calculation: true
|
||
bottleneck_detection: true
|
||
parallel_identification: "find_critical_path_parallel_sections"
|
||
|
||
deadlock_detection:
|
||
circular_dependency_scan: true
|
||
resource_allocation_analysis: true
|
||
priority_inversion_detection: true
|
||
prevention_strategies: ["resource_ordering", "priority_inheritance", "timeout_mechanisms"]
|
||
|
||
parallel_execution_planning:
|
||
task_clustering:
|
||
algorithm: "affinity_based_clustering"
|
||
clustering_criteria: ["resource_similarity", "domain_affinity", "dependency_coupling"]
|
||
max_cluster_size: "dynamic_based_on_resources"
|
||
load_balancing: "equal_workload_distribution"
|
||
|
||
resource_allocation:
|
||
estimation_model: "historical_performance_based"
|
||
buffer_allocation: 0.20 # 20% buffer for uncertainties
|
||
constraint_satisfaction: "hard_constraint_priority"
|
||
optimization_objective: "minimize_total_completion_time"
|
||
conflict_resolution:
|
||
enabled: true
|
||
detection_threshold: 0.7
|
||
resolution_strategies:
|
||
- priority_preemption
|
||
- resource_cloning
|
||
- intelligent_queuing
|
||
- graceful_degradation
|
||
max_wait_time: 30
|
||
preemption_policy: "priority_based"
|
||
|
||
execution_scheduling:
|
||
algorithm: "list_scheduling_with_priorities"
|
||
priority_calculation: "weighted_sum_criticality_and_dependencies"
|
||
adaptive_scheduling: true
|
||
real_time_optimization: true
|
||
dynamic_replanning:
|
||
enabled: true
|
||
triggers:
|
||
- performance_degradation: "< 80% efficiency"
|
||
- resource_failure: "server unavailable"
|
||
- priority_change: "user request or system decision"
|
||
- dependency_failure: "upstream task failed"
|
||
strategies:
|
||
- resource_reallocation
|
||
- task_reprioritization
|
||
- dependency_replanning
|
||
- parallel_level_adjustment
|
||
response_time_limit: 50
|
||
|
||
strategic_planning:
|
||
multi_objective_optimization:
|
||
objectives: ["minimize_completion_time", "maximize_parallelism", "minimize_resource_conflicts", "ensure_fairness"]
|
||
optimization_method: "pareto_frontier_analysis"
|
||
trade_off_analysis: true
|
||
|
||
risk_assessment:
|
||
failure_probability: "calculate_task_failure_risk"
|
||
impact_analysis: "cascade_failure_simulation"
|
||
mitigation_strategies: ["checkpoint_creation", "alternative_paths", "graceful_degradation"]
|
||
|
||
quality_gates:
|
||
dependency_validation:
|
||
circular_dependencies: "no_circular_dependencies"
|
||
conditional_dependencies: "validate_conditional_dependencies"
|
||
runtime_dependencies: "validate_runtime_resolution"
|
||
dependency_strength: "validate_dependency_scoring"
|
||
cross_domain_dependencies: "validate_domain_coupling"
|
||
resource_feasibility: "sufficient_resources_available"
|
||
deadline_feasibility: "completion_within_constraints"
|
||
parallel_efficiency: "minimum_60%_parallel_utilization"
|
||
|
||
performance_monitoring:
|
||
enabled: true
|
||
metrics_collection:
|
||
efficiency_metrics:
|
||
- parallel_utilization_rate
|
||
- resource_efficiency_score
|
||
- task_completion_rate
|
||
- dependency_resolution_time
|
||
|
||
performance_metrics:
|
||
- execution_time_vs_sequential
|
||
- resource_contention_rate
|
||
- adaptation_response_time
|
||
- bottleneck_frequency
|
||
|
||
quality_metrics:
|
||
- dependency_violation_rate
|
||
- resource_allocation_success_rate
|
||
- adaptation_success_rate
|
||
- overall_system_reliability
|
||
|
||
benchmarking:
|
||
target_parallel_efficiency: 0.85
|
||
target_resource_utilization: 0.80
|
||
max_dependency_resolution_time: 5 # ms
|
||
max_adaptation_response_time: 50 # ms
|
||
min_conflict_resolution_success: 0.90
|
||
|
||
alerting:
|
||
performance_degradation_threshold: 0.80
|
||
resource_contention_threshold: 0.70
|
||
adaptation_failure_threshold: 0.10
|
||
output:
|
||
task_decomposition_result: "object"
|
||
dependency_graph: "object"
|
||
execution_plan: "array"
|
||
parallel_groups: "array"
|
||
resource_allocation: "object"
|
||
risk_assessment: "object"
|
||
optimization_metrics: "object"
|
||
performance_metrics: "object"
|
||
monitoring_data: "object"
|
||
|
||
- name: "delegation_engine"
|
||
priority: 22
|
||
method: "intelligent_task_assignment_with_state_management"
|
||
dependencies: ["unified_state_integration.ready"]
|
||
config:
|
||
selection_algorithm:
|
||
semantic_analysis:
|
||
tfidf_matching: true
|
||
domain_weighting: true
|
||
similarity_scoring: true
|
||
compatibility_filtering: true
|
||
competency_matching:
|
||
vector_comparison: true
|
||
skill_weighting: true
|
||
experience_adjustment: true
|
||
technical_validation: true
|
||
performance_integration:
|
||
historical_metrics: true
|
||
time_decay_factor: 0.95
|
||
success_rate_weighting: true
|
||
reliability_metrics: true
|
||
registry_integration:
|
||
dynamic_discovery: true
|
||
name_resolution: true
|
||
load_balancing: true
|
||
availability_validation: true
|
||
|
||
selection_criteria:
|
||
balanced_selection:
|
||
weights:
|
||
competency_match: 0.45
|
||
performance_history: 0.25
|
||
tfidf_semantic_similarity: 0.20
|
||
availability: 0.10
|
||
min_confidence: 0.6
|
||
performance_priority:
|
||
weights:
|
||
competency_match: 0.35
|
||
performance_history: 0.45
|
||
tfidf_semantic_similarity: 0.15
|
||
availability: 0.05
|
||
min_confidence: 0.7
|
||
availability_priority:
|
||
weights:
|
||
competency_match: 0.40
|
||
availability: 0.35
|
||
performance_history: 0.20
|
||
tfidf_semantic_similarity: 0.05
|
||
min_confidence: 0.5
|
||
|
||
delegation_criteria:
|
||
complexity_threshold: 2.0
|
||
confidence_threshold: 0.6
|
||
multi_agent_threshold: 3
|
||
batch_integration:
|
||
enabled: true
|
||
independence_validation: true
|
||
resource_allocation: true
|
||
selection_process:
|
||
primary_competency_match: 0.7
|
||
availability_check: true
|
||
performance_history: true
|
||
|
||
# Guard Validation System
|
||
guard_validation:
|
||
enabled: true
|
||
validation_points:
|
||
- point: "pre_delegation"
|
||
checks: ["initialization_master_guard", "master_agent_call_guard"]
|
||
block_if_failed: true
|
||
fallback_to: "native_tools_only"
|
||
system_reminder_integration:
|
||
check_system_reminder_detector: true
|
||
bypass_for_self_diagnosis: true
|
||
|
||
- point: "agent_selection"
|
||
checks: ["self_call_prevention"]
|
||
validate_selected_agent: true
|
||
block_master_selection: true
|
||
enhanced_checks:
|
||
- check: "system_reminder_context"
|
||
condition: "system_reminder_detector.system_reminder_detected"
|
||
action: "prevent_master_self_selection"
|
||
- check: "self_diagnosis_context"
|
||
condition: "system_reminder_detector.self_diagnosis_detected"
|
||
action: "skip_agent_selection_entirely"
|
||
|
||
- point: "pre_assignment"
|
||
checks: ["delegation_guard", "master_agent_call_guard"]
|
||
prevent_recursive_assignment: true
|
||
context_aware_validation:
|
||
- context: "self_diagnosis_mode"
|
||
action: "disable_delegation_assignment"
|
||
- context: "system_reminder_present"
|
||
action: "prevent_master_assignment"
|
||
|
||
- point: "system_reminder_validation"
|
||
checks: ["system_reminder_detector"]
|
||
validate_reminder_context: true
|
||
special_handling:
|
||
- scenario: "self_diagnosis_with_reminder"
|
||
action: "ignore_reminder_proceed_native"
|
||
- scenario: "master_context_with_reminder"
|
||
action: "block_delegation_continue_native"
|
||
|
||
fallback_behavior:
|
||
when_guards_block: "use_native_tools"
|
||
log_blocked_attempts: true
|
||
notify_user: false
|
||
retry_after_initialization: true
|
||
system_reminder_aware: true
|
||
|
||
# Enhanced self-diagnosis handling
|
||
self_diagnosis_exceptions:
|
||
enabled: true
|
||
detection_method: "system_reminder_detector"
|
||
allowed_operations: ["native_tools", "debug_operations", "system_analysis"]
|
||
blocked_operations: ["agent_delegation", "master_selection", "complex_coordination"]
|
||
fallback_strategy: "direct_native_execution"
|
||
logging_level: "debug"
|
||
|
||
# Delegation State Machine
|
||
delegation_state_machine:
|
||
enabled: true
|
||
current_state: "IDLE"
|
||
persistence: true
|
||
monitoring: true
|
||
|
||
states:
|
||
IDLE:
|
||
description: "Ready to receive delegation requests"
|
||
timeout: "infinite"
|
||
transitions_to: ["ANALYZING", "BLOCKED"]
|
||
allowed_operations: ["receive_delegation_request"]
|
||
|
||
ANALYZING:
|
||
description: "Analyzing task requirements and available agents"
|
||
timeout: 30s
|
||
transitions_to: ["AGENT_SELECTION", "NO_AGENTS_AVAILABLE", "ERROR"]
|
||
operations: ["task_complexity_analysis", "agent_availability_check"]
|
||
|
||
AGENT_SELECTION:
|
||
description: "Selecting best agents for the task"
|
||
timeout: 45s
|
||
transitions_to: ["COMPETENCY_CHECK", "SELECTION_FAILED"]
|
||
operations: ["semantic_matching", "competency_scoring", "availability_validation"]
|
||
|
||
COMPETENCY_CHECK:
|
||
description: "Validating agent competencies for the task"
|
||
timeout: 30s
|
||
transitions_to: ["AGENT_ASSIGNMENT", "COMPETENCY_FAILED"]
|
||
operations: ["skill_validation", "experience_check", "technical_validation"]
|
||
|
||
AGENT_ASSIGNMENT:
|
||
description: "Assigning task to selected agents"
|
||
timeout: 20s
|
||
transitions_to: ["MONITORING", "ASSIGNMENT_FAILED"]
|
||
operations: ["task_assignment", "resource_allocation", "coordination_setup"]
|
||
|
||
MONITORING:
|
||
description: "Monitoring delegated task execution"
|
||
timeout: "task_specific"
|
||
transitions_to: ["COMPLETED", "FAILED", "TIMEOUT"]
|
||
operations: ["progress_tracking", "performance_monitoring", "error_detection"]
|
||
|
||
COMPLETED:
|
||
description: "Delegated task completed successfully"
|
||
timeout: 10s
|
||
transitions_to: ["IDLE", "CLEANUP"]
|
||
operations: ["result_collection", "success_logging", "resource_cleanup"]
|
||
|
||
FAILED:
|
||
description: "Delegated task failed"
|
||
timeout: 20s
|
||
transitions_to: ["RECOVERY", "CLEANUP"]
|
||
operations: ["error_analysis", "failure_logging", "escalation_check"]
|
||
|
||
RECOVERY:
|
||
description: "Attempting recovery from delegation failure"
|
||
timeout: 60s
|
||
transitions_to: ["AGENT_SELECTION", "IDLE", "ESCALATED"]
|
||
operations: ["retry_analysis", "alternative_agent_selection", "strategy_adjustment"]
|
||
|
||
BLOCKED:
|
||
description: "Delegation blocked by system constraints"
|
||
timeout: "block_specific"
|
||
transitions_to: ["IDLE", "ESCALATED"]
|
||
operations: ["constraint_analysis", "queue_management", "notification"]
|
||
|
||
NO_AGENTS_AVAILABLE:
|
||
description: "No suitable agents found for the task"
|
||
timeout: 30s
|
||
transitions_to: ["ESCALATED", "IDLE"]
|
||
operations: ["alternative_agent_search", "task_simplification", "escalation_preparation"]
|
||
|
||
SELECTION_FAILED:
|
||
description: "Agent selection process failed"
|
||
timeout: 20s
|
||
transitions_to: ["RETRY_SELECTION", "ESCALATED"]
|
||
operations: ["failure_analysis", "criteria_adjustment", "retry_preparation"]
|
||
|
||
COMPETENCY_FAILED:
|
||
description: "Selected agents lack required competencies"
|
||
timeout: 25s
|
||
transitions_to: ["ALTERNATIVE_AGENTS", "TASK_ADJUSTMENT", "ESCALATED"]
|
||
operations: ["competency_gap_analysis", "alternative_search", "task_modification"]
|
||
|
||
ASSIGNMENT_FAILED:
|
||
description: "Failed to assign task to selected agents"
|
||
timeout: 15s
|
||
transitions_to: ["RETRY_ASSIGNMENT", "ESCALATED"]
|
||
operations: ["assignment_failure_analysis", "resource_reallocation", "retry_execution"]
|
||
|
||
RETRY_SELECTION:
|
||
description: "Retrying agent selection with adjusted criteria"
|
||
timeout: 30s
|
||
transitions_to: ["AGENT_SELECTION", "SELECTION_FAILED", "ESCALATED"]
|
||
operations: ["criteria_relaxation", "expanded_search", "fallback_strategy"]
|
||
|
||
RETRY_ASSIGNMENT:
|
||
description: "Retrying task assignment with alternative approach"
|
||
timeout: 20s
|
||
transitions_to: ["AGENT_ASSIGNMENT", "ASSIGNMENT_FAILED", "ESCALATED"]
|
||
operations: ["alternative_assignment_method", "resource_rescheduling", "priority_adjustment"]
|
||
|
||
ALTERNATIVE_AGENTS:
|
||
description: "Searching for alternative agents with different competencies"
|
||
timeout: 45s
|
||
transitions_to: ["COMPETENCY_CHECK", "NO_AGENTS_AVAILABLE", "ESCALATED"]
|
||
operations: ["alternative_competency_search", "agent_expansion", "requirement_relaxation"]
|
||
|
||
TASK_ADJUSTMENT:
|
||
description: "Adjusting task requirements to match available competencies"
|
||
timeout: 30s
|
||
transitions_to: ["ANALYZING", "ESCALATED"]
|
||
operations: ["requirement_analysis", "scope_adjustment", "user_approval_request"]
|
||
|
||
ERROR:
|
||
description: "Critical error occurred during delegation process"
|
||
timeout: 15s
|
||
transitions_to: ["RECOVERY", "ESCALATED"]
|
||
operations: ["error_logging", "impact_assessment", "recovery_initiation"]
|
||
|
||
WARNING:
|
||
description: "Non-critical issue detected during task monitoring"
|
||
timeout: 20s
|
||
transitions_to: ["MONITORING", "RECOVERY", "ESCALATED"]
|
||
operations: ["warning_analysis", "mitigation_attempt", "escalation_preparation"]
|
||
|
||
ESCALATED:
|
||
description: "Delegation escalated for manual intervention"
|
||
timeout: "manual_intervention"
|
||
transitions_to: ["IDLE"]
|
||
operations: ["escalation_logging", "manual_handoff"]
|
||
|
||
# State transitions
|
||
transitions:
|
||
IDLE → ANALYZING:
|
||
trigger: "delegation_request_received"
|
||
validator: "request_validator"
|
||
action: "begin_delegation_analysis"
|
||
events: ["delegation.started", "state.analyzing"]
|
||
|
||
ANALYZING → AGENT_SELECTION:
|
||
trigger: "analysis_complete"
|
||
validator: "analysis_success_validator"
|
||
action: "begin_agent_selection"
|
||
events: ["analysis.complete", "state.agent_selection"]
|
||
|
||
ANALYZING → AGENT_SELECTION:
|
||
trigger: "agents_selected"
|
||
validator: "selection_success_validator"
|
||
action: "begin_competency_check"
|
||
events: ["selection.complete", "state.competency_check"]
|
||
|
||
AGENT_SELECTION → COMPETENCY_CHECK:
|
||
trigger: "competency_validated"
|
||
validator: "competency_success_validator"
|
||
action: "begin_agent_assignment"
|
||
events: ["competency.validated", "state.agent_assignment"]
|
||
|
||
COMPETENCY_CHECK → AGENT_ASSIGNMENT:
|
||
trigger: "assignment_complete"
|
||
validator: "assignment_success_validator"
|
||
action: "begin_task_monitoring"
|
||
events: ["assignment.complete", "state.monitoring"]
|
||
|
||
AGENT_ASSIGNMENT → MONITORING:
|
||
trigger: "task_completed_successfully"
|
||
validator: "completion_validator"
|
||
action: "handle_task_completion"
|
||
events: ["task.completed", "state.completed"]
|
||
|
||
MONITORING → COMPLETED:
|
||
trigger: "task_failed"
|
||
validator: "failure_validator"
|
||
action: "handle_task_failure"
|
||
events: ["task.failed", "state.failed"]
|
||
|
||
MONITORING → FAILED:
|
||
trigger: "cleanup_complete"
|
||
validator: "cleanup_validator"
|
||
action: "reset_delegation_state"
|
||
events: ["delegation.complete", "state.idle"]
|
||
|
||
# Enhanced guards
|
||
state_guards:
|
||
- name: "system_state_guard"
|
||
states: ["IDLE", "COMPLETED", "FAILED"]
|
||
condition: "unified_state_manager.system_level.current_state in ['SYSTEM_READY', 'SYSTEM_OPERATIONAL']"
|
||
blocked_transitions: ["ANALYZING", "AGENT_SELECTION", "COMPETENCY_CHECK"]
|
||
priority: "critical"
|
||
|
||
- name: "resource_guard"
|
||
states: ["ANALYZING", "AGENT_SELECTION", "COMPETENCY_CHECK", "AGENT_ASSIGNMENT"]
|
||
condition: "delegation_resources_available > threshold"
|
||
blocked_transitions: ["MONITORING"]
|
||
fallback: "queue_delegation"
|
||
priority: "high"
|
||
|
||
- name: "concurrency_guard"
|
||
condition: "active_delegations < max_concurrent_delegations"
|
||
blocked_transitions: ["AGENT_ASSIGNMENT"]
|
||
fallback: "queue_for_available_slot"
|
||
priority: "medium"
|
||
|
||
initialization_guards:
|
||
state_check_enabled: true
|
||
required_state: "SYSTEM_READY"
|
||
blocked_states:
|
||
- "SYSTEM_BOOT"
|
||
- "SYSTEM_DEGRADED"
|
||
- "SYSTEM_FAILED"
|
||
action_if_blocked: "delay_until_ready"
|
||
timeout_ms: 30000
|
||
fallback_behavior: "log_warning_and_continue"
|
||
|
||
# Performance monitoring for delegation
|
||
performance_monitoring:
|
||
track_delegation_lifecycle: true
|
||
agent_selection_performance: true
|
||
state_transition_performance: true
|
||
delegation_success_rate: true
|
||
resource_utilization: true
|
||
|
||
output:
|
||
delegation_plan: "object"
|
||
selected_agents: "array"
|
||
coordination_requirements: "object"
|
||
agent_assignments: "object"
|
||
confidence_scores: "object"
|
||
fallback_options: "array"
|
||
selection_metrics: "object"
|
||
delegation_state: "string"
|
||
performance_metrics: "object"
|
||
|
||
- name: "coordination_system"
|
||
priority: 23
|
||
method: "multi_agent_orchestration"
|
||
config:
|
||
coordination_strategies:
|
||
parallel_execution: true
|
||
sequential_dependencies: true
|
||
resource_sharing: true
|
||
conflict_resolution: true
|
||
communication_protocols:
|
||
agent_to_agent: true
|
||
status_broadcasting: true
|
||
progress_tracking: true
|
||
result_aggregation: true
|
||
output:
|
||
coordination_plan: "array"
|
||
communication_channels: "array"
|
||
monitoring_points: "array"
|
||
|
||
- name: "parallel_execution_planner"
|
||
priority: 24
|
||
method: "intelligent_parallel_resource_optimization"
|
||
dependencies:
|
||
trigger_source: "intelligent_task_decomposition_engine"
|
||
required_outputs: ["task_decomposition_result", "dependency_graph", "parallel_groups", "resource_allocation"]
|
||
activation_condition: "parallel_analysis_complete"
|
||
config:
|
||
parallel_optimization:
|
||
resource_modeling:
|
||
resource_types: ["cpu", "memory", "io_bandwidth", "network", "agent_availability"]
|
||
capacity_estimation: "historical_utilization_based"
|
||
dynamic_adjustment: true
|
||
predictive_scaling: true
|
||
|
||
execution_strategy_selection:
|
||
strategies_available: [
|
||
{
|
||
name: "maximum_throughput",
|
||
objective: "minimize_total_completion_time",
|
||
resource_allocation: "aggressive",
|
||
risk_tolerance: "high"
|
||
},
|
||
{
|
||
name: "balanced_performance",
|
||
objective: "optimize_throughput_vs_resource_usage",
|
||
resource_allocation: "moderate",
|
||
risk_tolerance: "medium"
|
||
},
|
||
{
|
||
name: "resource_conservative",
|
||
objective: "minimize_resource_consumption",
|
||
resource_allocation: "conservative",
|
||
risk_tolerance: "low"
|
||
}
|
||
]
|
||
strategy_selection_criteria: ["task_count", "complexity", "deadline_pressure", "system_load"]
|
||
|
||
load_balancing_algorithms:
|
||
algorithm_selection: "adaptive_based_on_workload_characteristics"
|
||
algorithms:
|
||
round_robin:
|
||
suitability: "uniform_tasks"
|
||
overhead: "minimal"
|
||
weighted_round_robin:
|
||
suitability: "heterogeneous_tasks"
|
||
overhead: "low"
|
||
least_connections:
|
||
suitability: "variable_duration_tasks"
|
||
overhead: "medium"
|
||
response_time_based:
|
||
suitability: "performance_critical_tasks"
|
||
overhead: "high"
|
||
|
||
synchronization_mechanisms:
|
||
dependency_coordination:
|
||
barrier_synchronization: true
|
||
event_based_coordination: true
|
||
condition_variable_patterns: true
|
||
atomic_operations: "critical_section_protection"
|
||
|
||
conflict_resolution:
|
||
resource_contention_detection: true
|
||
priority_based_preemption: true
|
||
deadlock_prevention: "resource_ordering_protocol"
|
||
priority_inversion_handling: "priority_inheritance_protocol"
|
||
|
||
state_management:
|
||
checkpoint_creation: "periodic_based_on_task_complexity"
|
||
rollback_capability: true
|
||
state_isolation: "task_specific_state_spaces"
|
||
consistency_guarantees: "eventual_consistency"
|
||
|
||
dynamic_resource_management:
|
||
adaptive_scaling:
|
||
monitoring_frequency: "real_time"
|
||
scaling_triggers: ["cpu_threshold", "memory_pressure", "queue_length", "response_time_degradation"]
|
||
scaling_actions: ["scale_up_resources", "scale_down_resources", "rebalance_tasks", "adjust_priorities"]
|
||
|
||
resource_pooling:
|
||
pre_allocation: "based_on_predicted_demand"
|
||
dynamic_reallocation: true
|
||
pool_sharing_policies: "fair_share_with_priority_weights"
|
||
resource_reclamation: "aggressive_cleanup"
|
||
|
||
performance_optimization:
|
||
cache_optimization: "intelligent_prefetching"
|
||
memory_management: "garbage_collection_optimization"
|
||
io_optimization: "asynchronous_operations"
|
||
network_optimization: "connection_pooling"
|
||
|
||
execution_monitoring:
|
||
real_time_metrics:
|
||
task_progress_tracking: "granular_progress_indicators"
|
||
resource_utilization: "per_resource_utilization_tracking"
|
||
performance_metrics: "throughput_latency_error_rates"
|
||
system_health: "overall_system_health_indicators"
|
||
|
||
anomaly_detection:
|
||
performance_degradation: "statistical_anomaly_detection"
|
||
failure_prediction: "machine_learning_based_prediction"
|
||
resource_exhaustion: "threshold_based_alerting"
|
||
deadlock_detection: "graph_based_cycle_detection"
|
||
|
||
adaptive_optimization:
|
||
feedback_loop: "continuous_performance_feedback"
|
||
auto_tuning: "parameter_adjustment_based_on_performance"
|
||
strategy_switching: "dynamic_strategy_selection"
|
||
resource_rebalancing: "continuous_load_balancing"
|
||
output:
|
||
optimized_execution_plan: "object"
|
||
resource_allocation_strategy: "object"
|
||
synchronization_plan: "object"
|
||
monitoring_configuration: "object"
|
||
performance_predictions: "object"
|
||
risk_mitigation_strategies: "object"
|
||
|
||
- name: "batch_orchestration_engine"
|
||
priority: 25
|
||
method: "intelligent_batch_processing"
|
||
config:
|
||
batch_detection_workflow:
|
||
source_system: "task_analysis"
|
||
input_data: "user_task_with_operations"
|
||
thresholds:
|
||
minimum_batch_size: 3
|
||
similarity_threshold: 0.8
|
||
confidence_threshold: 0.6
|
||
performance_improvement_target: 0.6
|
||
operation_categories:
|
||
file_operations:
|
||
patterns: ["Read", "Write", "Edit"]
|
||
limit_source: "system_resource_limits"
|
||
operation_type: "file_operations"
|
||
estimated_improvement: 0.80
|
||
search_operations:
|
||
patterns: ["Grep", "Glob", "Search"]
|
||
limit_source: "system_resource_limits"
|
||
operation_type: "search_operations"
|
||
estimated_improvement: 0.75
|
||
modification_operations:
|
||
patterns: ["Edit text replacements", "structural changes"]
|
||
limit_source: "system_resource_limits"
|
||
operation_type: "modification_operations"
|
||
estimated_improvement: 0.70
|
||
workflow_steps: [
|
||
"receive_task_analysis_results",
|
||
"scan_for_batch_patterns",
|
||
"apply_similarity_analysis",
|
||
"validate_minimum_thresholds",
|
||
"generate_batch_detection_results"
|
||
]
|
||
|
||
batch_preparation_workflow:
|
||
source_system: "delegation"
|
||
input_data: "batch_detection_results + task_analysis_data"
|
||
workflow_steps: [
|
||
"receive_batch_detection_results",
|
||
"validate_batch_feasibility_independence",
|
||
"check_resource_availability_constraints",
|
||
"plan_optimal_agent_assignments",
|
||
"create_detailed_execution_timeline",
|
||
"prepare_monitoring_fallback_mechanisms"
|
||
]
|
||
validation_checks: [
|
||
"operation_independence_verification",
|
||
"resource_constraint_analysis",
|
||
"agent_capability_matching",
|
||
"timeline_feasibility_assessment",
|
||
"safety_protocol_validation"
|
||
]
|
||
|
||
batch_execution_workflow:
|
||
source_system: "coordination"
|
||
input_data: "prepared_batch + delegation_metadata"
|
||
workflow_steps: [
|
||
"receive_prepared_batch_from_delegation",
|
||
"validate_batch_integrity_dependencies",
|
||
"initialize_parallel_execution_environment",
|
||
"execute_operations_concurrently_with_monitoring",
|
||
"handle_failures_gracefully_with_retry_logic",
|
||
"collect_aggregate_all_results"
|
||
]
|
||
execution_parameters:
|
||
parallel_execution_enabled: true
|
||
individual_operation_retry: true
|
||
batch_continuation_policy: "continue_with_successful"
|
||
graceful_degradation: true
|
||
complete_failure_recovery: "emergency_fallback"
|
||
monitoring_aspects: [
|
||
"real_time_progress_tracking",
|
||
"individual_operation_status",
|
||
"resource_utilization_monitoring",
|
||
"error_detection_handling"
|
||
]
|
||
|
||
batch_analysis:
|
||
pattern_detection: true
|
||
similarity_analysis: true
|
||
dependency_validation: true
|
||
opportunity_identification: true
|
||
orchestration_strategies:
|
||
parallel_by_default: true
|
||
sequential_when_dependent: true
|
||
adaptive_grouping: true
|
||
resource_optimization: true
|
||
|
||
monitoring_aspects: [
|
||
"detection_accuracy_rate",
|
||
"preparation_success_rate",
|
||
"execution_efficiency_score",
|
||
"time_reduction_achieved",
|
||
"fallback_activation_frequency",
|
||
"system_resource_utilization"
|
||
]
|
||
performance_metrics:
|
||
detection_accuracy:
|
||
target: 0.90
|
||
measurement: "successful_batch_detections / total_batch_opportunities"
|
||
preparation_success:
|
||
target: 0.95
|
||
measurement: "successful_preparations / total_detections"
|
||
execution_efficiency:
|
||
target: 0.85
|
||
output:
|
||
batch_operations: "array"
|
||
optimization_gains: "object"
|
||
execution_strategy: "string"
|
||
batch_detection_result: "object"
|
||
pattern_analysis: "object"
|
||
feasibility_assessment: "object"
|
||
preparation_status: "string"
|
||
execution_plan: "object"
|
||
resource_allocation: "object"
|
||
agent_assignments: "array"
|
||
execution_status: "string"
|
||
batch_results: "array"
|
||
performance_metrics: "object"
|
||
error_reports: "array"
|
||
|
||
# === PARALLEL OPERATION OPTIMIZER (Priority 25.1) ===
|
||
|
||
- name: "parallel_operation_optimizer"
|
||
priority: 25.1
|
||
method: "intelligent_parallel_decomposition"
|
||
trigger: "on_task_analysis_start"
|
||
dependencies:
|
||
system_readiness: "system_initialization_complete"
|
||
task_analysis_available: true
|
||
config:
|
||
parallel_detection_engine:
|
||
operation_classifier:
|
||
file_operations:
|
||
criteria: ["different file paths", "independent file targets"]
|
||
default_parallel: true
|
||
parallel_strategy: "concurrent_file_operations"
|
||
configuration_updates:
|
||
criteria: ["different config files", "independent settings"]
|
||
default_parallel: true
|
||
parallel_strategy: "concurrent_config_updates"
|
||
version_updates:
|
||
criteria: ["multiple files", "same version change"]
|
||
default_parallel: true
|
||
parallel_strategy: "parallel_version_bump"
|
||
git_operations:
|
||
criteria: ["add, commit, push sequence"]
|
||
default_parallel: false
|
||
parallel_strategy: "sequential_git_workflow"
|
||
mcp_operations:
|
||
criteria: ["different MCP servers", "independent calls"]
|
||
default_parallel: true
|
||
parallel_strategy: "parallel_mcp_calls"
|
||
|
||
parallel_rules_engine:
|
||
rule_1_file_independence:
|
||
condition: "operations.target_files are different"
|
||
action: "enable_parallel_execution"
|
||
confidence: 0.95
|
||
rule_2_config_independence:
|
||
condition: "operations.config_files are different"
|
||
action: "enable_parallel_execution"
|
||
confidence: 0.90
|
||
rule_3_version_pattern:
|
||
condition: "operations contain version bump pattern"
|
||
action: "enable_parallel_file_updates"
|
||
confidence: 0.98
|
||
rule_4_git_sequential:
|
||
condition: "operations are git add/commit/push"
|
||
action: "enforce_sequential_execution"
|
||
confidence: 1.0
|
||
rule_5_mcp_parallel:
|
||
condition: "operations target different MCP servers"
|
||
action: "enable_parallel_mcp_calls"
|
||
confidence: 0.92
|
||
|
||
pattern_recognition_templates:
|
||
version_update_pattern:
|
||
description: "Multiple file version updates"
|
||
detection: "multiple files with version changes"
|
||
parallel_strategy: "update_all_files_simultaneously"
|
||
example: "Update versions in manifest.json, plugin.json, agents.md"
|
||
configuration_sync_pattern:
|
||
description: "Synchronize configuration across files"
|
||
detection: "same config value in multiple files"
|
||
parallel_strategy: "update_all_config_files"
|
||
example: "Update API endpoint in multiple config files"
|
||
file_operation_batch:
|
||
description: "Multiple file read/write operations"
|
||
detection: "different file targets"
|
||
parallel_strategy: "concurrent_file_operations"
|
||
example: "Read multiple config files simultaneously"
|
||
|
||
dependency_analysis:
|
||
independence_detection:
|
||
check_file_paths: true
|
||
check_resource_conflicts: true
|
||
check_data_dependencies: true
|
||
conflict_resolution:
|
||
strategy: "parallel_when_possible"
|
||
fallback_to_sequential: true
|
||
validation_rules:
|
||
no_shared_resources: true
|
||
no_circular_dependencies: true
|
||
no_race_conditions: true
|
||
|
||
automatic_decomposition:
|
||
enabled: true
|
||
decomposition_strategy: "operation_type_based"
|
||
parallel_grouping:
|
||
method: "independence_clustering"
|
||
max_parallel_operations: 10
|
||
timeout_per_operation: 30
|
||
todo_integration:
|
||
auto_create_parallel_items: true
|
||
group_parallel_operations: true
|
||
mark_dependencies: true
|
||
|
||
output:
|
||
parallel_operations_detected: "boolean"
|
||
parallel_strategy: "string"
|
||
operation_groups: "array"
|
||
dependencies_identified: "array"
|
||
optimization_gains: "object"
|
||
execution_plan: "object"
|
||
parallel_ready_operations: "array"
|
||
sequential_operations: "array"
|
||
|
||
- name: "dynamic_scheduling_system"
|
||
priority: 26
|
||
method: "real_time_adaptive_scheduling"
|
||
dependencies:
|
||
trigger_source: "parallel_execution_planner"
|
||
required_outputs: ["optimized_execution_plan", "resource_allocation_strategy", "monitoring_configuration"]
|
||
continuous_input: ["real_time_metrics", "anomaly_detection", "performance_feedback"]
|
||
activation_condition: "execution_started AND (performance_change_detected OR resource_change_detected OR priority_change_detected)"
|
||
config:
|
||
real_time_adaptation:
|
||
priority_adjustment:
|
||
dynamic_priority_recalculation: true
|
||
priority_factors: ["deadline_urgency", "resource_efficiency", "user_preference", "system_load"]
|
||
priority_inheritance: "cascade_priority_adjustment"
|
||
priority_inversion_prevention: true
|
||
|
||
deadline_management:
|
||
deadline_monitoring: "continuous_deadline_tracking"
|
||
deadline_miss_prediction: "statistical_prediction_models"
|
||
deadline_adjustment: "dynamic_deadline_negotiation"
|
||
critical_deadline_handling: "emergency_intervention_protocols"
|
||
|
||
resource_reallocation:
|
||
resource_monitoring: "real_time_resource_tracking"
|
||
resource_prediction: "machine_learning_based_forecasting"
|
||
resource_rebalancing: "automatic_load_rebalancing"
|
||
resource_reservation: "priority_based_resource_reservation"
|
||
|
||
deadlock_avoidance_system:
|
||
detection_algorithms:
|
||
wait_for_graph_analysis: "real_time_cycle_detection"
|
||
resource_allocation_graph: "continuous_graph_monitoring"
|
||
banker_algorithm_implementation: "safe_state_verification"
|
||
event_based_detection: "event_driven_coordination"
|
||
|
||
prevention_strategies:
|
||
resource_ordering_protocol: "global_resource_ordering"
|
||
priority_inheritance_protocol: "priority_inheritance_with_preemption"
|
||
deadlock_avoidance: "resource_allocation_with_safe_state_check"
|
||
circular_wait_prevention: "hierarchical_resource_allocation"
|
||
|
||
recovery_mechanisms:
|
||
selective_preemption: "victim_selection_based_on_priority"
|
||
rollback_and_restart: "checkpoint_based_rollback"
|
||
resource_release_protocol: "graceful_resource_release"
|
||
system_state_recovery: "consistent_state_restoration"
|
||
|
||
adaptive_scheduling_algorithms:
|
||
algorithm_selection:
|
||
context_analysis: "analyze_current_system_state"
|
||
performance_prediction: "predict_algorithm_performance"
|
||
algorithm_switching: "dynamic_algorithm_selection"
|
||
learning_mechanism: "reinforcement_learning_for_algorithm_selection"
|
||
|
||
scheduling_strategies:
|
||
real_time_scheduling:
|
||
algorithm: "earliest_deadline_first_with_preemption"
|
||
suitability: "deadline_critical_tasks"
|
||
complexity: "moderate"
|
||
overhead: "low"
|
||
|
||
fair_share_scheduling:
|
||
algorithm: "proportional_share_with_priority_weights"
|
||
suitability: "multi_user_environment"
|
||
complexity: "medium"
|
||
overhead: "medium"
|
||
|
||
performance_optimized:
|
||
algorithm: "critical_path_based_scheduling"
|
||
suitability: "complex_dependency_tasks"
|
||
complexity: "high"
|
||
overhead: "high"
|
||
|
||
adaptive_hybrid:
|
||
algorithm: "context_aware_hybrid_scheduling"
|
||
suitability: "dynamic_workload_environments"
|
||
complexity: "very_high"
|
||
overhead: "variable"
|
||
|
||
learning_and_optimization:
|
||
pattern_recognition:
|
||
historical_analysis: "analyze_execution_patterns"
|
||
performance_modeling: "build_performance_prediction_models"
|
||
bottleneck_identification: "identify_system_bottlenecks"
|
||
optimization_opportunity_detection: "find_optimization_opportunities"
|
||
|
||
machine_learning_integration:
|
||
prediction_models: ["completion_time_prediction", "failure_probability", "resource_requirements"]
|
||
classification_models: ["task_complexity_classification", "resource_demand_classification"]
|
||
optimization_models: ["parameter_tuning", "resource_allocation_optimization"]
|
||
anomaly_detection: "unsupervised_anomaly_detection"
|
||
|
||
continuous_improvement:
|
||
feedback_integration: "integrate_execution_feedback"
|
||
model_updates: "online_model_learning"
|
||
strategy_adaptation: "adaptive_strategy_refinement"
|
||
performance_baseline_updates: "dynamic_baseline_adjustment"
|
||
|
||
coordination_and_communication:
|
||
inter_task_communication:
|
||
message_passing: "asynchronous_message_passing"
|
||
event_notification: "event_based_notification_system"
|
||
status_broadcasting: "periodic_status_broadcasts"
|
||
coordination_protocols: "distributed_coordination_protocols"
|
||
|
||
consistency_management:
|
||
distributed_consensus: "consensus_based_coordination"
|
||
state_synchronization: "eventual_consistency_implementation"
|
||
conflict_resolution: "automated_conflict_resolution"
|
||
consistency_guarantees: "configurable_consistency_levels"
|
||
output:
|
||
adaptive_schedule: "object"
|
||
resource_adjustments: "object"
|
||
priority_updates: "object"
|
||
deadlock_prevention_status: "object"
|
||
performance_optimizations: "object"
|
||
learning_insights: "object"
|
||
system_health_report: "object"
|
||
|
||
# === OPTIMIZATION OPERATIONS ===
|
||
|
||
- name: "performance_optimizer"
|
||
priority: 31
|
||
method: "token_efficiency_optimization"
|
||
config:
|
||
optimization_techniques:
|
||
flat_hierarchy: true
|
||
parameter_grouping: true
|
||
concise_descriptions: true
|
||
symbol_usage: true
|
||
target_reduction: 0.50
|
||
quality_preservation: true
|
||
output:
|
||
optimization_results: "object"
|
||
token_savings: "integer"
|
||
performance_improvement: "float"
|
||
|
||
- name: "resource_manager"
|
||
priority: 32
|
||
method: "dynamic_resource_allocation"
|
||
config:
|
||
resource_monitoring:
|
||
memory_usage: true
|
||
cpu_utilization: true
|
||
token_consumption: true
|
||
allocation_strategies:
|
||
demand_based: true
|
||
priority_based: true
|
||
efficiency_based: true
|
||
resource_limits:
|
||
max_memory_mb: 512
|
||
max_cpu_percent: 75
|
||
max_token_rate: 1000
|
||
output:
|
||
resource_allocation: "object"
|
||
utilization_metrics: "object"
|
||
optimization_suggestions: "array"
|
||
|
||
- name: "intelligent_planning_system_validator"
|
||
priority: 33
|
||
method: "comprehensive_planning_system_validation"
|
||
dependencies:
|
||
trigger_source: "dynamic_scheduling_system"
|
||
required_outputs: ["adaptive_schedule", "performance_optimizations", "system_health_report"]
|
||
validation_triggers: ["system_initialization", "major_configuration_change", "performance_degradation", "periodic_health_check"]
|
||
config:
|
||
validation_framework:
|
||
correctness_validation:
|
||
dependency_graph_validation: "verify_acyclic_properties"
|
||
parallel_execution_correctness: "race_condition_detection"
|
||
resource_allocation_correctness: "resource_constraint_verification"
|
||
deadlock_freedom_verification: "formal_deadlock_analysis"
|
||
|
||
performance_validation:
|
||
execution_time_benchmarks: "compare_against_baseline_performance"
|
||
resource_utilization_analysis: "measure_resource_efficiency"
|
||
parallel_efficiency_metrics: "calculate_parallel_speedup"
|
||
scalability_analysis: "measure_performance_under_load"
|
||
|
||
reliability_validation:
|
||
failure_injection_testing: "simulate_component_failures"
|
||
recovery_time_validation: "measure_recovery_time_objectives"
|
||
consistency_verification: "verify_system_consistency_after_failures"
|
||
fault_tolerance_assessment: "evaluate_system_resilience"
|
||
|
||
security_validation:
|
||
resource_isolation_testing: "verify_resource_isolation_guarantees"
|
||
privilege_escalation_prevention: "test_security_boundaries"
|
||
data_integrity_verification: "verify_data_consistency"
|
||
access_control_validation: "test_authorization_mechanisms"
|
||
|
||
testing_strategies:
|
||
unit_testing:
|
||
component_isolation: "test_individual_components_in_isolation"
|
||
mock_dependencies: "use_controlled_dependency_simulation"
|
||
boundary_condition_testing: "test_edge_cases_and_limits"
|
||
performance_microbenchmarks: "measure_individual_component_performance"
|
||
|
||
integration_testing:
|
||
component_interaction: "test_inter_component_communication"
|
||
dependency_resolution: "verify_dependency_handling"
|
||
resource_sharing: "test_resource_sharing_mechanisms"
|
||
error_propagation: "verify_error_propagation_paths"
|
||
|
||
system_testing:
|
||
end_to_end_scenarios: "execute_complete_workload_scenarios"
|
||
stress_testing: "test_system_under_extreme_load"
|
||
longevity_testing: "run_extended_duration_tests"
|
||
configuration_variations: "test_different_configuration_combinations"
|
||
|
||
regression_testing:
|
||
automated_regression_suite: "comprehensive_automated_test_suite"
|
||
performance_regression_detection: "detect_performance_degradations"
|
||
functionality_regression: "verify_feature_stability"
|
||
compatibility_testing: "test_backward_compatibility"
|
||
|
||
quality_metrics:
|
||
functional_correctness:
|
||
dependency_resolution_accuracy: 0.99
|
||
parallel_execution_correctness: 0.995
|
||
resource_allocation_accuracy: 0.98
|
||
scheduling_correctness: 0.99
|
||
|
||
performance_excellence:
|
||
parallel_speedup_ratio: 0.8 # 80% of theoretical maximum
|
||
resource_utilization_efficiency: 0.85
|
||
response_time_consistency: 0.9
|
||
scalability_factor: 0.75
|
||
|
||
reliability_assurance:
|
||
mean_time_between_failures: "1000_hours"
|
||
recovery_time_objective: "30_seconds"
|
||
availability_target: 0.999
|
||
data_consistency_guarantee: 0.999
|
||
|
||
security_compliance:
|
||
access_control_effectiveness: 1.0
|
||
resource_isolation_guarantee: 1.0
|
||
data_integrity_assurance: 1.0
|
||
audit_trail_completeness: 0.99
|
||
|
||
continuous_monitoring:
|
||
health_checks:
|
||
component_health: "real_time_component_health_monitoring"
|
||
system_health: "overall_system_health_indicators"
|
||
performance_health: "continuous_performance_monitoring"
|
||
security_health: "security_posture_monitoring"
|
||
memory_health: "adaptive_memory_system_monitoring"
|
||
|
||
anomaly_detection:
|
||
performance_anomalies: "statistical_anomaly_detection"
|
||
behavioral_anomalies: "pattern_based_anomaly_detection"
|
||
security_anomalies: "security_event_correlation"
|
||
resource_anomalies: "resource_usage_pattern_analysis"
|
||
memory_anomalies: "pattern_drift_and_learning_degradation_detection"
|
||
|
||
automated_response:
|
||
auto_healing: "automatic_problem_detection_and_resolution"
|
||
performance_optimization: "automatic_performance_tuning"
|
||
security_response: "automated_security_incident_response"
|
||
resource_management: "automatic_resource_adjustment"
|
||
memory_optimization: "automatic_pattern_revalidation_and_weight_adjustment"
|
||
output:
|
||
validation_results: "object"
|
||
quality_assessment_report: "object"
|
||
performance_benchmarks: "object"
|
||
reliability_metrics: "object"
|
||
security_assessment: "object"
|
||
memory_assessment: "object"
|
||
improvement_recommendations: "array"
|
||
system_health_status: "object"
|
||
|
||
- name: "system_health_monitor"
|
||
priority: 34
|
||
method: "continuous_health_tracking"
|
||
config:
|
||
health_checks:
|
||
mcp_server_connectivity: 30
|
||
agent_availability: 60
|
||
tool_functionality: 120
|
||
performance_metrics: 300
|
||
alerting:
|
||
critical_thresholds: true
|
||
performance_degradation: true
|
||
failure_patterns: true
|
||
output:
|
||
health_status: "object"
|
||
performance_metrics: "object"
|
||
active_alerts: "array"
|
||
|
||
# === ENHANCED ERROR HANDLING & RECOVERY SYSTEM ===
|
||
|
||
- name: "error_recovery_handler"
|
||
priority: 36
|
||
method: "comprehensive_error_recovery_with_state_machine"
|
||
event_subscription:
|
||
listen_to: ["task.protection.unified", "task.agent.unavailable", "state_machine.transition.failed"]
|
||
correlation_field: "task_id"
|
||
error_handling_priority: "critical"
|
||
dependencies:
|
||
unified_state_manager_dependency: "unified_state_manager"
|
||
monitoring_dependency: "monitoring_minimal_setup"
|
||
config:
|
||
|
||
# Error Recovery State Machine
|
||
error_recovery_state_machine:
|
||
enabled: true
|
||
current_state: "STANDBY"
|
||
persistence: true
|
||
monitoring: true
|
||
integration_with: "unified_state_manager"
|
||
|
||
states:
|
||
STANDBY:
|
||
description: "Ready to handle error recovery requests"
|
||
timeout: "infinite"
|
||
transitions_to: ["DETECTING", "ANALYZING", "BLOCKED"]
|
||
allowed_operations: ["receive_error_event", "status_check"]
|
||
|
||
DETECTING:
|
||
description: "Detecting errors and categorizing severity"
|
||
timeout: 30s
|
||
transitions_to: ["ANALYZING", "LOW_PRIORITY_QUEUE", "CRITICAL_QUEUE", "BLOCKED"]
|
||
operations: ["error_detection", "severity_assessment", "impact_analysis"]
|
||
|
||
ANALYZING:
|
||
description: "Analyzing error patterns and root causes"
|
||
timeout: 60s
|
||
transitions_to: ["STRATEGY_SELECTION", "PATTERN_MATCHING", "NO_PATTERN_FOUND", "ANALYSIS_FAILED"]
|
||
operations: ["pattern_recognition", "root_cause_analysis", "failure_classification"]
|
||
|
||
STRATEGY_SELECTION:
|
||
description: "Selecting appropriate recovery strategy"
|
||
timeout: 30s
|
||
transitions_to: ["RECOVERY_EXECUTION", "STRATEGY_FAILED", "MANUAL_INTERVENTION"]
|
||
operations: ["strategy_evaluation", "resource_availability_check", "success_probability_assessment"]
|
||
|
||
PATTERN_MATCHING:
|
||
description: "Matching error against known recovery patterns"
|
||
timeout: 45s
|
||
transitions_to: ["RECOVERY_EXECUTION", "NO_PATTERN_FOUND", "MANUAL_INTERVENTION"]
|
||
operations: ["pattern_matching", "similar_case_analysis", "historical_success_lookup"]
|
||
|
||
NO_PATTERN_FOUND:
|
||
description: "No recovery pattern found, entering recovery mode"
|
||
timeout: 90s
|
||
transitions_to: ["RECOVERY_EXECUTION", "ESCALATED", "MANUAL_INTERVENTION"]
|
||
operations: ["generic_recovery_analysis", "best_effort_strategy", "escalation_assessment"]
|
||
|
||
RECOVERY_EXECUTION:
|
||
description: "Executing selected recovery strategy"
|
||
timeout: "strategy_specific"
|
||
transitions_to: ["MONITORING", "COMPLETED", "FAILED", "TIMEOUT"]
|
||
operations: ["recovery_execution", "progress_tracking", "resource_coordination"]
|
||
|
||
MONITORING:
|
||
description: "Monitoring recovery execution progress"
|
||
timeout: "monitoring_interval"
|
||
transitions_to: ["COMPLETED", "FAILED", "TIMEOUT", "WARNING"]
|
||
operations: ["recovery_progress_monitoring", "performance_monitoring", "success_probability_update"]
|
||
|
||
COMPLETED:
|
||
description: "Recovery completed successfully"
|
||
timeout: 30s
|
||
transitions_to: ["VERIFICATION", "CLEANUP"]
|
||
operations: ["recovery_validation", "success_logging", "result_collection"]
|
||
|
||
FAILED:
|
||
description: "Recovery execution failed"
|
||
timeout: 60s
|
||
transitions_to: ["STRATEGY_REEVALUATION", "ESCALATED", "MANUAL_INTERVENTION"]
|
||
operations: ["failure_analysis", "strategy_adjustment", "impact_assessment"]
|
||
|
||
TIMEOUT:
|
||
description: "Recovery execution timed out"
|
||
timeout: 30s
|
||
transitions_to: ["STRATEGY_REEVALUATION", "ESCALATED", "MANUAL_INTERVENTION"]
|
||
operations: ["timeout_analysis", "strategy_extension", "escalation_preparation"]
|
||
|
||
STRATEGY_REEVALUATION:
|
||
description: "Re-evaluating recovery strategy"
|
||
timeout: 45s
|
||
transitions_to: ["RECOVERY_EXECUTION", "ALTERNATIVE_STRATEGY", "ESCALATED"]
|
||
operations: ["strategy_reanalysis", "alternative_evaluation", "risk_assessment"]
|
||
|
||
ALTERNATIVE_STRATEGY:
|
||
description: "Executing alternative recovery strategy"
|
||
timeout: "alternative_strategy_timeout"
|
||
transitions_to: ["MONITORING", "COMPLETED", "FAILED", "ESCALATED"]
|
||
operations: ["alternative_execution", "resource_reallocation", "progress_tracking"]
|
||
|
||
WARNING:
|
||
description: "Recovery encountering issues"
|
||
timeout: "warning_resolution_timeout"
|
||
transitions_to: ["RECOVERY_EXECUTION", "MONITORING", "FAILED"]
|
||
operations: ["issue_analysis", "performance_adjustment", "intervention_planning"]
|
||
|
||
BLOCKED:
|
||
description: "Recovery blocked by system constraints"
|
||
timeout: "block_specific_timeout"
|
||
transitions_to: ["STANDBY", "ESCALATED"]
|
||
operations: ["constraint_analysis", "queue_management", "notification"]
|
||
|
||
ESCALATED:
|
||
description: "Recovery escalated for manual intervention"
|
||
timeout: "manual_intervention_timeout"
|
||
transitions_to: ["STANDBY"]
|
||
operations: ["escalation_logging", "manual_handoff", "status_reporting"]
|
||
|
||
VERIFICATION:
|
||
description: "Verifying recovery effectiveness"
|
||
timeout: "verification_timeout"
|
||
transitions_to: ["COMPLETED", "FAILED", "READY"]
|
||
operations: ["recovery_validation", "effectiveness_assessment", "lessons_learned"]
|
||
|
||
CLEANUP:
|
||
description: "Cleaning up after recovery process"
|
||
timeout: "cleanup_timeout"
|
||
transitions_to: ["STANDBY"]
|
||
operations: ["resource_cleanup", "state_reset", "recovery_logging"]
|
||
|
||
# State transitions
|
||
transitions:
|
||
STANDBY → DETECTING:
|
||
trigger: "error_event_received"
|
||
validator: "error_event_validator"
|
||
action: "begin_error_detection"
|
||
events: ["error.detected", "state.detecting"]
|
||
|
||
DETECTING → ANALYZING:
|
||
trigger: "error_detected"
|
||
validator: "detection_success_validator"
|
||
action: "begin_error_analysis"
|
||
events: ["error.analyzing", "state.analyzing"]
|
||
|
||
ANALYZING → STRATEGY_SELECTION:
|
||
trigger: "analysis_complete"
|
||
validator: "analysis_success_validator"
|
||
action: "select_recovery_strategy"
|
||
events: ["analysis.complete", "state.strategy_selection"]
|
||
|
||
STRATEGY_SELECTION → RECOVERY_EXECUTION:
|
||
trigger: "strategy_selected"
|
||
validator: "strategy_success_validator"
|
||
action: "begin_recovery_execution"
|
||
events: ["recovery.started", "state.recovering"]
|
||
|
||
RECOVERY_EXECUTION → COMPLETED:
|
||
trigger: "recovery_successful"
|
||
validator: "recovery_success_validator"
|
||
action: "handle_recovery_completion"
|
||
events: ["recovery.completed", "state.completed"]
|
||
|
||
COMPLETED → VERIFICATION:
|
||
trigger: "recovery_completion_complete"
|
||
validator: "completion_validation_validator"
|
||
action: "begin_recovery_verification"
|
||
events: ["recovery.verification.started", "state.verifying"]
|
||
|
||
VERIFICATION → CLEANUP:
|
||
trigger: "verification_successful"
|
||
validator: "verification_success_validator"
|
||
action: "begin_recovery_cleanup"
|
||
events: ["recovery.verification.complete", "state.cleanup"]
|
||
|
||
CLEANUP → STANDBY:
|
||
trigger: "cleanup_complete"
|
||
validator: "cleanup_success_validator"
|
||
action: "reset_recovery_state"
|
||
events: ["recovery.complete", "state.standby"]
|
||
|
||
# Enhanced recovery strategies
|
||
recovery_strategies:
|
||
semantic_analysis_failure:
|
||
fallback_to: "keyword_based_analysis"
|
||
confidence_adjustment: -0.2
|
||
success_rate_improvement: true
|
||
recovery_timeout: 60s
|
||
monitoring_enabled: true
|
||
|
||
complexity_assessment_failure:
|
||
fallback_to: "basic_complexity_scoring"
|
||
domain_heuristics: true
|
||
confidence_adjustment: -0.3
|
||
success_rate_improvement: true
|
||
recovery_timeout: 90s
|
||
monitoring_enabled: true
|
||
|
||
domain_classification_failure:
|
||
fallback_to: "keyword_domain_matching"
|
||
confidence_adjustment: -0.3
|
||
success_rate_improvement: true
|
||
recovery_timeout: 45s
|
||
monitoring_enabled: true
|
||
|
||
agent_selection_failure:
|
||
fallback_agents: ["general_developer", "system_analyst", "quality_assurance"]
|
||
user_notification: true
|
||
confidence_adjustment: -0.2
|
||
recovery_timeout: 30s
|
||
monitoring_enabled: true
|
||
|
||
timeout_handling:
|
||
partial_analysis_proceed: true
|
||
missing_analysis_estimation: "domain_based_defaults"
|
||
extension_allowed: false
|
||
partial_results_utilization: true
|
||
recovery_timeout: 120s
|
||
monitoring_enabled: true
|
||
|
||
critical_error_handling:
|
||
immediate_escalation: true
|
||
priority_level: "critical"
|
||
manual_intervention_required: true
|
||
recovery_timeout: 30s
|
||
monitoring_enabled: true
|
||
|
||
system_failure_recovery:
|
||
system_state_transition: true
|
||
fallback_strategies: ["minimal_functionality", "read_only_mode", "emergency_shutdown"]
|
||
recovery_timeout: 300s
|
||
monitoring_enabled: true
|
||
|
||
# Enhanced guards
|
||
recovery_guards:
|
||
- name: "system_state_guard"
|
||
states: ["STANDBY", "COMPLETED", "CLEANUP"]
|
||
condition: "unified_state_manager.system_level.current_state not in ['SYSTEM_FAILED', 'SYSTEM_TERMINATED']"
|
||
blocked_transitions: ["RECOVERY_EXECUTION", "MONITORING"]
|
||
priority: "critical"
|
||
|
||
- name: "resource_guard"
|
||
states: ["ANALYZING", "STRATEGY_SELECTION", "RECOVERY_EXECUTION", "MONITORING"]
|
||
condition: "recovery_resources_available > threshold"
|
||
blocked_transitions: ["MONITORING"]
|
||
fallback: "pause_recovery"
|
||
priority: "high"
|
||
|
||
- name: "error_severity_guard"
|
||
states: ["ANALYZING", "STRATEGY_SELECTION", "RECOVERY_EXECUTION"]
|
||
condition: "error_severity <= recovery_capability_threshold"
|
||
blocked_transitions: ["RECOVERY_EXECUTION"]
|
||
fallback: "escalate_error"
|
||
priority: "high"
|
||
|
||
- name: "concurrency_guard"
|
||
condition: "active_recoveries < max_concurrent_recoveries"
|
||
blocked_transitions: ["RECOVERY_EXECUTION"]
|
||
fallback: "queue_recovery"
|
||
priority: "medium"
|
||
|
||
# Performance monitoring for recovery
|
||
performance_monitoring:
|
||
track_recovery_lifecycle: true
|
||
state_transition_performance: true
|
||
recovery_success_rate: true
|
||
error_pattern_recognition: true
|
||
recovery_time_optimization: true
|
||
failure_prevention_metrics: true
|
||
recovery_strategies:
|
||
semantic_analysis_failure:
|
||
fallback_to: "keyword_based_analysis"
|
||
confidence_adjustment: -0.2
|
||
processing_time_adjustment: "+5s"
|
||
recovery_event: "task.analysis.recovered"
|
||
|
||
complexity_assessment_failure:
|
||
fallback_to: "basic_complexity_scoring"
|
||
use_domain_heuristics: true
|
||
confidence_adjustment: -0.3
|
||
recovery_event: "task.analysis.recovered"
|
||
|
||
domain_classification_failure:
|
||
fallback_to: "keyword_domain_matching"
|
||
confidence_adjustment: -0.3
|
||
recovery_event: "task.analysis.recovered"
|
||
|
||
agent_selection_failure:
|
||
fallback_to: "builtin_agent_fallback"
|
||
available_agents: ["general_developer", "system_analyst", "quality_assurance"]
|
||
user_notification: "Specialized agents unavailable. Using general-purpose alternatives."
|
||
recovery_event: "task.agent.fallback_selected"
|
||
|
||
timeout_handling:
|
||
partial_analysis_proceed: true
|
||
missing_analysis_estimation: "domain_based_defaults"
|
||
timeout_extension: false
|
||
recovery_event: "task.processing.timeout_resolved"
|
||
|
||
recovery_events:
|
||
event_type: "task.analysis.recovered"
|
||
data_mapping:
|
||
task_id: "correlation_id"
|
||
recovered_analysis: "recovery_results"
|
||
original_error: "error_data"
|
||
recovery_method: "strategy_used"
|
||
adjusted_confidence: "confidence_level"
|
||
processing_time: "recovery_processing_time"
|
||
|
||
error_analysis:
|
||
pattern_recognition: true
|
||
failure_trend_analysis: true
|
||
root_cause_identification: true
|
||
prevention_recommendations: true
|
||
|
||
monitoring_integration:
|
||
error_logging: true
|
||
performance_impact_tracking: true
|
||
recovery_success_metrics: true
|
||
failure_pattern_alerts: true
|
||
|
||
output:
|
||
error_handled: "boolean"
|
||
recovery_successful: "boolean"
|
||
error_details: "object"
|
||
recovery_strategy_used: "string"
|
||
adjusted_confidence: "float"
|
||
recovery_processing_time: "float"
|
||
|
||
- name: "timeout_handler"
|
||
priority: 36.1
|
||
method: "event_based_timeout_resolution"
|
||
event_subscription:
|
||
listen_to: "task.protection.unified"
|
||
correlation_field: "task_id"
|
||
timeout_handling_priority: "high"
|
||
config:
|
||
timeout_types:
|
||
analysis_timeout:
|
||
threshold: 60 # 1 minute
|
||
action: "proceed_with_available_analyses"
|
||
partial_results_handling: true
|
||
|
||
selection_timeout:
|
||
threshold: 30 # 30 seconds
|
||
action: "auto_select_best_available"
|
||
confidence_adjustment: -0.1
|
||
|
||
execution_timeout:
|
||
threshold: 600 # 10 minutes
|
||
action: "escalate_to_user"
|
||
provide_partial_results: true
|
||
|
||
timeout_recovery:
|
||
graceful_degradation: true
|
||
partial_result_utilization: true
|
||
user_notification: true
|
||
alternative_execution_paths: true
|
||
|
||
monitoring:
|
||
timeout_pattern_detection: true
|
||
performance_optimization_suggestions: true
|
||
resource_adjustment_recommendations: true
|
||
|
||
output:
|
||
timeout_resolved: "boolean"
|
||
partial_results_provided: "boolean"
|
||
recovery_action_taken: "string"
|
||
remaining_timeout_adjustment: "float"
|
||
|
||
- name: "optimization_monitor"
|
||
priority: 35
|
||
method: "continuous_optimization_monitoring"
|
||
dependencies:
|
||
monitor_sources: ["system_health_monitor", "resource_manager", "performance_optimizer"]
|
||
required_outputs: ["health_status", "utilization_metrics", "optimization_results"]
|
||
monitoring_frequency: "continuous"
|
||
config:
|
||
optimization_detection:
|
||
performance_degradation:
|
||
detection_method: "performance_trend_analysis"
|
||
metrics_monitored: ["task_completion_time", "success_rate", "resource_efficiency"]
|
||
threshold: 20
|
||
time_window: 300
|
||
severity: "high"
|
||
new_opportunities:
|
||
detection_method: "pattern_recognition_analysis"
|
||
opportunity_types: ["parallel_execution", "batch_operations", "resource_reallocation", "agent_reassignment"]
|
||
confidence_threshold: 0.7
|
||
analysis_frequency: 120
|
||
severity: "medium"
|
||
failure_patterns:
|
||
detection_method: "failure_pattern_analysis"
|
||
pattern_types: ["timeout_clusters", "resource_exhaustion", "agent_unavailability", "dependency_failures"]
|
||
correlation_threshold: 0.8
|
||
pattern_recognition_window: 600
|
||
severity: "critical"
|
||
resource_availability:
|
||
detection_method: "resource_utilization_analysis"
|
||
resources_monitored: ["cpu", "memory", "agent_availability", "mcp_tool_availability"]
|
||
underutilization_threshold: 30
|
||
overutilization_threshold: 80
|
||
rebalancing_opportunities: true
|
||
severity: "medium"
|
||
activation_logic:
|
||
automatic_adaptive_replanning: true
|
||
optimization_score_calculation: true
|
||
priority_based_scheduling: true
|
||
resource_safety_checks: true
|
||
max_concurrent_optimizations: 3
|
||
coordination_with_adaptive_replanning:
|
||
trigger_generation: true
|
||
optimization_package_preparation: true
|
||
feasibility_validation: true
|
||
rollback_readiness: true
|
||
monitoring_aspects:
|
||
detection_accuracy: 0.90
|
||
false_positive_rate: 0.10
|
||
optimization_latency: 15
|
||
resource_impact_monitoring: true
|
||
output:
|
||
optimization_opportunities: "array"
|
||
performance_degradation_detected: "boolean"
|
||
new_patterns_discovered: "array"
|
||
resource_rebalancing_needed: "boolean"
|
||
adaptive_replanning_triggers: "array"
|
||
optimization_recommendations: "array"
|
||
monitoring_summary: "object"
|
||
system_optimization_score: "float"
|
||
optimization_history: "array"
|
||
|
||
- name: "fallback_monitor"
|
||
priority: 36
|
||
method: "continuous_fallback_monitoring"
|
||
dependencies:
|
||
monitor_source: "system_health_monitor"
|
||
required_outputs: ["health_status", "performance_metrics", "active_alerts"]
|
||
monitoring_frequency: "continuous"
|
||
config:
|
||
fallback_trigger_detection:
|
||
level_1_triggers:
|
||
all_agents_unavailable:
|
||
detection_method: "check_agent_registry_status"
|
||
threshold: 100
|
||
time_window: 60
|
||
severity: "critical"
|
||
mcp_servers_down:
|
||
detection_method: "monitor_mcp_connectivity"
|
||
threshold: 80
|
||
time_window: 30
|
||
severity: "critical"
|
||
critical_system_failure:
|
||
detection_method: "system_health_assessment"
|
||
threshold: 0.3
|
||
severity: "emergency"
|
||
level_2_triggers:
|
||
partial_agent_failure:
|
||
detection_method: "agent_success_rate_monitoring"
|
||
threshold: 70
|
||
time_window: 300
|
||
severity: "high"
|
||
performance_degradation:
|
||
detection_method: "performance_metrics_analysis"
|
||
threshold: 50
|
||
time_window: 180
|
||
severity: "medium"
|
||
timeout_issues:
|
||
detection_method: "operation_timeout_tracking"
|
||
threshold: 40
|
||
time_window: 240
|
||
severity: "high"
|
||
level_3_triggers:
|
||
complete_system_overload:
|
||
detection_method: "resource_utilization_monitoring"
|
||
threshold: 90
|
||
time_window: 120
|
||
severity: "emergency"
|
||
memory_exhaustion:
|
||
detection_method: "memory_usage_tracking"
|
||
threshold: 95
|
||
time_window: 60
|
||
severity: "emergency"
|
||
critical_errors:
|
||
detection_method: "error_rate_monitoring"
|
||
threshold: 60
|
||
time_window: 90
|
||
severity: "critical"
|
||
activation_logic:
|
||
automatic_activation: true
|
||
level_selection: "severity_based"
|
||
activation_cooldown: 120
|
||
fallback_switching: true
|
||
recovery_detection: true
|
||
monitoring_aspects:
|
||
trigger_detection_rate: 0.95
|
||
false_positive_rate: 0.05
|
||
activation_latency: 5
|
||
recovery_detection_time: 30
|
||
output:
|
||
fallback_active: "boolean"
|
||
current_fallback_level: "integer"
|
||
activation_triggers_detected: "array"
|
||
fallback_performance_metrics: "object"
|
||
recovery_status: "boolean"
|
||
system_stability_score: "float"
|
||
alert_history: "array"
|
||
|
||
- name: "final_optimization"
|
||
priority: 37
|
||
method: "system_tuning"
|
||
config:
|
||
tuning_parameters:
|
||
operation_priorities: true
|
||
resource_allocation: true
|
||
monitoring_frequency: true
|
||
fallback_strategies: true
|
||
optimization_goals:
|
||
minimize_latency: true
|
||
maximize_success_rate: true
|
||
optimize_resource_usage: true
|
||
ensure_reliability: true
|
||
output:
|
||
optimization_summary: "object"
|
||
system_efficiency: "float"
|
||
readiness_status: "boolean"
|
||
|
||
# === ADAPTIVE MEMORY RECORDING OPERATIONS ===
|
||
|
||
- name: "success_pattern_recorder"
|
||
priority: 38
|
||
method: "record_successful_execution"
|
||
trigger: "on_task_success"
|
||
dependencies:
|
||
required_inputs:
|
||
- component: "adaptive_memory_system_phase"
|
||
expected_outputs: ["memory_system_ready"]
|
||
validation: "memory_system_ready == true"
|
||
config:
|
||
recording_operations:
|
||
- priority: 1
|
||
operation: "task_signature_analysis"
|
||
description: "Analyze and classify successful task patterns"
|
||
implementation:
|
||
signature_components:
|
||
- task_complexity_analysis
|
||
- domain_classification
|
||
- keyword_extraction
|
||
- dependency_structure
|
||
serena_memory:
|
||
operation: "write_memory"
|
||
memory_key: "success_pattern_{timestamp}_{task_hash}"
|
||
retention_days: 30
|
||
indexing_fields: ["task_domain", "complexity", "agent_types", "mcp_tools"]
|
||
|
||
- priority: 2
|
||
operation: "execution_strategy_recording"
|
||
description: "Record successful execution strategies for future reuse"
|
||
implementation:
|
||
strategy_components:
|
||
- agent_selection_pattern
|
||
- tool_usage_sequence
|
||
- parallel_execution_plan
|
||
- error_resolution_approach
|
||
weight_adjustment:
|
||
success_boost: 0.1
|
||
agent_preference_update: true
|
||
strategy_reinforcement: true
|
||
memory_operation:
|
||
tool: "write_memory"
|
||
format: "structured_strategy_record"
|
||
|
||
recording_parameters:
|
||
success_threshold: 0.8
|
||
pattern_validation: true
|
||
cross_reference_learning: true
|
||
output:
|
||
success_pattern_recorded: "boolean"
|
||
strategy_weights_updated: "boolean"
|
||
learning_contribution: "float"
|
||
|
||
- name: "failure_pattern_recorder"
|
||
priority: 39
|
||
method: "record_and_block_failed_execution"
|
||
trigger: "on_task_failure"
|
||
dependencies:
|
||
required_inputs:
|
||
- component: "adaptive_memory_system_phase"
|
||
expected_outputs: ["memory_system_ready"]
|
||
validation: "memory_system_ready == true"
|
||
config:
|
||
failure_analysis_operations:
|
||
- priority: 1
|
||
operation: "error_classification"
|
||
description: "Classify and analyze failure patterns for blocking"
|
||
implementation:
|
||
classification_categories:
|
||
- tool_incompatibility
|
||
- agent_mismatch
|
||
- dependency_failure
|
||
- resource_unavailability
|
||
- sequence_error
|
||
blocking_score_calculation:
|
||
initial_score: 0.5
|
||
repeat_offense_penalty: 0.2
|
||
max_blocking_score: 0.9
|
||
serena_memory:
|
||
operation: "write_memory"
|
||
memory_key: "failure_pattern_{timestamp}_{error_type_hash}"
|
||
retention_days: 90
|
||
|
||
- priority: 2
|
||
operation: "strategy_blacklisting"
|
||
description: "Blacklist failed strategies to prevent future reuse"
|
||
implementation:
|
||
blacklisting_logic:
|
||
immediate_blocking: true
|
||
progressive_blocking: true
|
||
context_sensitive_blocking: true
|
||
avoidance_recommendations:
|
||
alternative_strategies: true
|
||
risk_mitigation_advice: true
|
||
adaptation_suggestions: true
|
||
memory_operation:
|
||
tool: "write_memory"
|
||
format: "blocked_strategy_record"
|
||
|
||
failure_parameters:
|
||
block_threshold: 0.7
|
||
learning_from_failure: true
|
||
adaptation_trigger: true
|
||
output:
|
||
failure_pattern_recorded: "boolean"
|
||
strategies_blocked: "boolean"
|
||
adaptation_triggered: "boolean"
|
||
|
||
- name: "memory_pattern_matcher"
|
||
priority: 40
|
||
method: "apply_historical_patterns_to_current_task"
|
||
trigger: "on_task_analysis"
|
||
dependencies:
|
||
required_inputs:
|
||
- component: "adaptive_memory_system_phase"
|
||
expected_outputs: ["memory_system_ready", "historical_patterns_loaded"]
|
||
validation: "memory_system_ready == true && historical_patterns_loaded == true"
|
||
config:
|
||
matching_operations:
|
||
- priority: 1
|
||
operation: "similarity_analysis"
|
||
description: "Find similar historical patterns for current task"
|
||
implementation:
|
||
matching_algorithms:
|
||
- semantic_similarity: threshold 0.7
|
||
- structural_similarity: threshold 0.8
|
||
- contextual_similarity: threshold 0.6
|
||
search_scope:
|
||
success_patterns: true
|
||
failure_patterns: true
|
||
temporal_relevance: last_30_days
|
||
serena_operations:
|
||
- "list_memories"
|
||
- "read_memory"
|
||
|
||
- priority: 2
|
||
operation: "pattern_application"
|
||
description: "Apply historical patterns to current execution strategy"
|
||
implementation:
|
||
application_logic:
|
||
success_pattern_priority: 0.8
|
||
failure_pattern_avoidance: 0.9
|
||
confidence_threshold: 0.7
|
||
adaptation_mechanisms:
|
||
strategy_modification: true
|
||
agent_selection_adjustment: true
|
||
resource_allocation_optimization: true
|
||
|
||
matching_parameters:
|
||
similarity_threshold: 0.7
|
||
max_patterns_to_consider: 10
|
||
confidence_requirement: 0.6
|
||
output:
|
||
patterns_matched: "boolean"
|
||
strategy_recommended: "boolean"
|
||
confidence_score: "float"
|
||
|
||
- name: "parallel_execution_optimizer"
|
||
priority: 41
|
||
method: "optimize_execution_based_on_learning"
|
||
trigger: "on_execution_planning"
|
||
dependencies:
|
||
required_inputs:
|
||
- component: "parallel_todo_planning_phase"
|
||
expected_outputs: ["parallel_plan_created", "execution_graph_built"]
|
||
validation: "parallel_plan_created == true && execution_graph_built == true"
|
||
- component: "memory_pattern_matcher"
|
||
expected_outputs: ["patterns_matched", "strategy_recommended"]
|
||
validation: "patterns_matched == true"
|
||
config:
|
||
optimization_operations:
|
||
- priority: 1
|
||
operation: "learned_strategy_integration"
|
||
description: "Integrate learned strategies into parallel execution plan"
|
||
implementation:
|
||
integration_points:
|
||
- agent_selection_modification
|
||
- parallel_task_reordering
|
||
- resource_allocation_adjustment
|
||
optimization_objectives:
|
||
- minimize_execution_time: weight 0.4
|
||
- maximize_success_probability: weight 0.4
|
||
- minimize_resource_conflicts: weight 0.2
|
||
|
||
- priority: 2
|
||
operation: "real_time_adaptation"
|
||
description: "Adapt execution strategy based on real-time feedback"
|
||
implementation:
|
||
adaptation_triggers:
|
||
- performance_degradation: threshold 20%
|
||
- resource_unavailability: immediate
|
||
- error_pattern_detection: immediate
|
||
response_mechanisms:
|
||
- strategy_replanning: true
|
||
- resource_reallocation: true
|
||
- fallback_activation: true
|
||
|
||
optimization_parameters:
|
||
adaptation_frequency: "continuous"
|
||
learning_integration_weight: 0.7
|
||
real_time_optimization: true
|
||
output:
|
||
plan_optimized: "boolean"
|
||
learning_integrated: "boolean"
|
||
adaptation_ready: "boolean"
|
||
recording_operations:
|
||
- operation: "extract_success_pattern"
|
||
description: "Extract and store successful execution patterns"
|
||
implementation:
|
||
serena_operations:
|
||
- write_memory: "success_pattern"
|
||
- memory_key: "success_{timestamp}_{task_type}"
|
||
pattern_extraction:
|
||
task_signature_analysis: true
|
||
strategy_documentation: true
|
||
performance_metrics: true
|
||
confidence_calculation: true
|
||
- operation: "update_adaptive_weights"
|
||
description: "Update learning weights based on success"
|
||
implementation:
|
||
sequential_thinking:
|
||
pattern_analysis: "success_correlation"
|
||
strategy_refinement: "positive_reinforcement"
|
||
weight_adjustment:
|
||
agent_preference_boost: 0.1
|
||
strategy_confidence_increase: 0.05
|
||
context_factor_update: true
|
||
|
||
success_pattern_schema:
|
||
pattern_id: "auto_generated_uuid"
|
||
task_signature:
|
||
complexity: "float"
|
||
domain: "string"
|
||
keywords: "array"
|
||
requirements: "array"
|
||
execution_strategy:
|
||
agent_type: "string"
|
||
approach: "string"
|
||
tools_used: "array"
|
||
parallelization: "boolean"
|
||
performance_metrics:
|
||
execution_time: "float"
|
||
success_rate: "float"
|
||
quality_score: "float"
|
||
resource_efficiency: "float"
|
||
learning_metadata:
|
||
confidence_score: "float"
|
||
usage_count: "integer"
|
||
last_updated: "timestamp"
|
||
|
||
output:
|
||
pattern_recorded: "boolean"
|
||
pattern_id: "string"
|
||
weights_updated: "boolean"
|
||
recording_summary: "object"
|
||
|
||
- name: "failure_pattern_recorder"
|
||
priority: 39
|
||
method: "record_failed_execution"
|
||
trigger: "on_task_failure"
|
||
config:
|
||
recording_operations:
|
||
- operation: "extract_failure_pattern"
|
||
description: "Extract and store failure patterns for avoidance"
|
||
implementation:
|
||
serena_operations:
|
||
- write_memory: "failure_pattern"
|
||
- memory_key: "failure_{timestamp}_{error_type}"
|
||
failure_analysis:
|
||
error_classification: true
|
||
root_cause_analysis: true
|
||
blocking_strategy: true
|
||
- operation: "update_blocking_weights"
|
||
description: "Update blocking mechanisms based on failures"
|
||
implementation:
|
||
sequential_thinking:
|
||
failure_correlation: "negative_pattern_analysis"
|
||
avoidance_strategy: "risk_mitigation"
|
||
blocking_adjustment:
|
||
strategy_penalty: 0.2
|
||
agent_avoidance_boost: 0.15
|
||
context_risk_update: true
|
||
|
||
failure_pattern_schema:
|
||
pattern_id: "auto_generated_uuid"
|
||
task_signature:
|
||
complexity: "float"
|
||
domain: "string"
|
||
keywords: "array"
|
||
requirements: "array"
|
||
failure_strategy:
|
||
agent_type: "string"
|
||
approach: "string"
|
||
tools_used: "array"
|
||
execution_path: "array"
|
||
error_classification:
|
||
error_type: "string"
|
||
severity: "string"
|
||
root_cause: "string"
|
||
reproducibility: "boolean"
|
||
blocking_metadata:
|
||
blocking_score: "float"
|
||
occurrence_count: "integer"
|
||
last_occurrence: "timestamp"
|
||
avoidance_recommendations: "array"
|
||
|
||
output:
|
||
failure_recorded: "boolean"
|
||
pattern_id: "string"
|
||
blocking_updated: "boolean"
|
||
failure_analysis: "object"
|
||
|
||
- name: "memory_pattern_matcher"
|
||
priority: 40
|
||
method: "match_and_apply_patterns"
|
||
trigger: "before_task_execution"
|
||
config:
|
||
matching_operations:
|
||
- operation: "query_similar_patterns"
|
||
description: "Find relevant success/failure patterns"
|
||
implementation:
|
||
serena_operations:
|
||
- list_memories: "filter_by_relevance"
|
||
- read_memory: "pattern_details"
|
||
matching_criteria:
|
||
task_similarity_threshold: 0.7
|
||
domain_matching: true
|
||
complexity_range: 0.2
|
||
recency_boost: true
|
||
- operation: "generate_adaptive_recommendations"
|
||
description: "Generate strategy recommendations based on patterns"
|
||
implementation:
|
||
sequential_thinking:
|
||
pattern_synthesis: "cross_pattern_analysis"
|
||
recommendation_generation: "evidence_based_advice"
|
||
recommendation_logic:
|
||
success_pattern_priority: 0.8
|
||
failure_pattern_avoidance: 0.9
|
||
confidence_threshold: 0.6
|
||
adaptation_suggestions: true
|
||
|
||
recommendation_output:
|
||
preferred_strategy: "object"
|
||
success_probability: "float"
|
||
risk_assessment: "object"
|
||
adaptation_suggestions: "array"
|
||
confidence_explanation: "string"
|
||
|
||
output:
|
||
patterns_matched: "integer"
|
||
recommendations_generated: "boolean"
|
||
strategy_confidence: "float"
|
||
matching_summary: "object"
|
||
|
||
output:
|
||
format: "structured"
|
||
validation: true
|
||
schema:
|
||
# Task execution outputs
|
||
selected_agent: "string"
|
||
execution_plan: "array"
|
||
confidence_score: "float"
|
||
estimated_time: "string"
|
||
parallel_groups: "array"
|
||
mcp_tools_required: "array"
|
||
monitoring_metrics: "object"
|
||
|
||
# System readiness outputs
|
||
system_greeting: "object"
|
||
agent_categories: "object"
|
||
mcp_server_categories: "object"
|
||
system_capabilities: "object"
|
||
readiness_summary: "object"
|
||
|
||
# Memory system outputs
|
||
memory_patterns_loaded: "integer"
|
||
adaptive_recommendations: "object"
|
||
learning_metrics: "object"
|
||
pattern_confidence: "float"
|
||
|
||
fallback:
|
||
enabled: true
|
||
strategy: "comprehensive_fallback_system"
|
||
levels:
|
||
level_1_native_fallback:
|
||
description: "Use Claude Code native tools only"
|
||
activation_triggers: ["all_agents_unavailable", "mcp_servers_down", "critical_system_failure"]
|
||
capabilities: ["file_operations", "web_search_fetch", "bash_commands", "basic_analysis"]
|
||
performance_impact: "minimal"
|
||
recovery_time: "instant"
|
||
level_2_simplified_execution:
|
||
description: "Simplified analysis and execution"
|
||
activation_triggers: ["partial_agent_failure", "performance_degradation", "timeout_issues"]
|
||
capabilities: ["reduced_task_analysis", "basic_agent_selection", "simplified_coordination"]
|
||
performance_impact: "moderate"
|
||
recovery_time: "5-10_seconds"
|
||
level_3_emergency_fallback:
|
||
description: "Emergency system with minimal functionality"
|
||
activation_triggers: ["complete_system_overload", "memory_exhaustion", "critical_errors"]
|
||
capabilities: ["minimal_processing", "error_reporting", "system_logging"]
|
||
performance_impact: "severe"
|
||
recovery_time: "15-30_seconds"
|
||
alternatives:
|
||
primary:
|
||
- "native_tools_only"
|
||
- "simplified_analysis"
|
||
- "basic_delegation"
|
||
secondary:
|
||
- "direct_execution"
|
||
- "minimal_coordination"
|
||
emergency:
|
||
- "system_logging_only"
|
||
circuit_breaker: true
|
||
retry_logic:
|
||
max_retries: 3
|
||
backoff_strategy: "exponential"
|
||
retry_delays: [1000, 2000, 4000]
|
||
jitter: true
|
||
retry_on_specific_errors: ["timeout", "connection_failed", "temporarily_unavailable"]
|
||
recovery_mechanisms:
|
||
automatic_retry: true
|
||
graceful_degradation: true
|
||
emergency_recovery: true
|
||
user_notification: false
|
||
validation_rules:
|
||
validate_before_fallback: true
|
||
monitor_fallback_success: true
|
||
automatic_recovery: true
|
||
|
||
monitoring:
|
||
enabled: true
|
||
minimal: true
|
||
metrics:
|
||
- "task_success_rate"
|
||
- "mcp_tool_health"
|
||
- "agent_selection_accuracy"
|
||
- "performance_efficiency"
|
||
targets:
|
||
task_success_rate: 0.96
|
||
mcp_tool_health: 0.95
|
||
agent_selection_accuracy: 0.96
|
||
performance_efficiency: 0.85
|
||
|
||
integration:
|
||
inputs:
|
||
- "user_task_description"
|
||
- "agent_registry"
|
||
- "mcp_server_capabilities"
|
||
- "system_context"
|
||
outputs:
|
||
- "execution_summary"
|
||
- "performance_metrics"
|
||
- "agent_coordination_results"
|
||
|
||
performance_optimization:
|
||
token_efficiency:
|
||
enabled: true
|
||
target_reduction: 0.50
|
||
techniques: ["flat_hierarchy", "parameter_grouping", "concise_descriptions"]
|
||
parallel_processing:
|
||
batch_threshold: 3
|
||
max_concurrent: 10
|
||
resource_allocation: "dynamic"
|
||
adaptive_batching:
|
||
enabled: true
|
||
pattern_recognition: true
|
||
cross_operation_analysis: true
|
||
similarity_threshold: 0.8
|
||
|
||
# === SYSTEM PARALLELITY RULES ===
|
||
|
||
system_parallelity_rules:
|
||
enabled: true
|
||
enforcement: "automatic_with_fallback"
|
||
|
||
# Core Parallelity Principles
|
||
|
||
fundamental_rules:
|
||
rule_1_file_independence:
|
||
principle: "Different files = parallel execution"
|
||
description: "Operations targeting different file paths can run concurrently"
|
||
confidence: 0.95
|
||
examples:
|
||
- "Update versions in manifest.json, plugin.json, agents.md"
|
||
- "Read configuration from multiple files simultaneously"
|
||
- "Apply different edits to independent files"
|
||
|
||
rule_2_config_independence:
|
||
principle: "Independent configurations = parallel updates"
|
||
description: "Configuration updates to different settings can be parallel"
|
||
confidence: 0.90
|
||
examples:
|
||
- "Update API endpoints in different config files"
|
||
- "Modify independent service configurations"
|
||
- "Update separate environment variables"
|
||
|
||
rule_3_version_patterns:
|
||
principle: "Version updates = always parallel"
|
||
description: "Multiple files needing same version change must be parallel"
|
||
confidence: 0.98
|
||
examples:
|
||
- "Bump version from 0.5.0 to 0.5.1 across all manifests"
|
||
- "Update dependency versions across multiple files"
|
||
- "Apply version synchronization"
|
||
|
||
rule_4_git_sequential:
|
||
principle: "Git workflow = strictly sequential"
|
||
description: "Git operations must follow add → commit → push sequence"
|
||
confidence: 1.0
|
||
examples:
|
||
- "git add . → git commit → git push"
|
||
- "Stage changes before committing"
|
||
- "Push after successful commit"
|
||
|
||
rule_5_mcp_parallel:
|
||
principle: "Different MCP servers = parallel calls"
|
||
description: "Operations targeting different MCP servers are inherently parallel"
|
||
confidence: 0.92
|
||
examples:
|
||
- "Parallel calls to Context7, Magic, Playwright"
|
||
- "Concurrent MCP server operations"
|
||
- "Independent tool invocations"
|
||
|
||
# Advanced Parallelity Patterns
|
||
|
||
advanced_patterns:
|
||
configuration_sync_pattern:
|
||
detection: "same configuration value across multiple files"
|
||
strategy: "parallel_file_updates"
|
||
optimization: "simultaneous synchronization"
|
||
confidence: 0.88
|
||
|
||
batch_file_operations:
|
||
detection: "multiple file read/write operations"
|
||
strategy: "concurrent_file_operations"
|
||
optimization: "resource_efficient_file_handling"
|
||
confidence: 0.85
|
||
|
||
dependency_aware_parallelism:
|
||
detection: "operations with analyzable dependencies"
|
||
strategy: "dependency_based_grouping"
|
||
optimization: "maximize_parallel_while_preserving_order"
|
||
confidence: 0.82
|
||
|
||
# Implementation Rules
|
||
|
||
implementation_guidelines:
|
||
automatic_decomposition:
|
||
enabled: true
|
||
trigger: "task_analysis_start"
|
||
decomposition_method: "operation_type_based"
|
||
|
||
todo_integration:
|
||
auto_create_parallel_items: true
|
||
group_related_operations: true
|
||
mark_dependencies: true
|
||
|
||
validation_requirements:
|
||
check_file_conflicts: true
|
||
verify_resource_availability: true
|
||
validate_operation_independence: true
|
||
|
||
fallback_mechanisms:
|
||
sequential_fallback: true
|
||
partial_parallel_execution: true
|
||
error_isolation: true
|
||
|
||
# Learning and Adaptation
|
||
|
||
adaptation_rules:
|
||
learn_from_patterns: true
|
||
update_confidence_scores: true
|
||
adapt_to_system_behavior: true
|
||
record_successful_strategies: true
|
||
|
||
# === ADAPTIVE PLANNING COMPONENTS ===
|
||
|
||
adaptive_planning:
|
||
enabled: true
|
||
architecture: "event_driven_with_visual_hierarchy"
|
||
|
||
# Visual TODO Formatter Component
|
||
|
||
visual_todo_formatter:
|
||
description: "Creates dynamic visual hierarchy with └── prefixes based on task complexity"
|
||
capabilities:
|
||
- dynamic_hierarchy_generation
|
||
- complexity_based_depth_analysis
|
||
- recursive_task_breakdown
|
||
- prefix_formatting
|
||
- visual_structure_validation
|
||
rules:
|
||
level_1: "no_prefix"
|
||
level_2: "└── prefix"
|
||
level_3: " └── prefix"
|
||
level_4: " └── prefix"
|
||
level_5: " └── prefix"
|
||
dynamic_depth: true
|
||
parallel_group_prefix: "[PARALLEL] "
|
||
max_depth: "unlimited"
|
||
depth_analysis_criteria:
|
||
simple_tasks: "max_depth 2"
|
||
moderate_tasks: "max_depth 3"
|
||
complex_tasks: "max_depth 4-5"
|
||
recursive_tasks: "until_atomic_level"
|
||
|
||
# Visual formatting examples for reference
|
||
formatting_examples:
|
||
level_1_example: "Main task"
|
||
level_2_example: "└── Subtask 1"
|
||
level_3_example: " └── Deep subtask"
|
||
level_4_example: " └── Very deep subtask"
|
||
|
||
# Integration with TodoWrite system
|
||
todo_write_integration:
|
||
prefix_logic: "tree_structure_with_single_tree_symbol"
|
||
validation_rules:
|
||
- "exactly_one_tree_symbol_per_level"
|
||
- "consistent_indentation"
|
||
- "no_trailing_whitespace"
|
||
error_handling:
|
||
- "fix_formatting_automatically"
|
||
- "validate_before_display"
|
||
|
||
# Enhanced Parallel Operation Support
|
||
parallel_operation_support:
|
||
automatic_decomposition:
|
||
enabled: true
|
||
trigger: "operation_analysis_start"
|
||
detection_patterns:
|
||
- "multiple file operations"
|
||
- "independent configuration updates"
|
||
- "version synchronization tasks"
|
||
- "parallel MCP calls"
|
||
|
||
# LEVEL 1 DEPENDENCY ANALYSIS (CRITICAL FIX)
|
||
level_1_dependency_analysis:
|
||
automatic_dependency_detection: true
|
||
parallel_group_marking: true
|
||
dependency_classification:
|
||
independent_operations: "PARALLEL_EXECUTION"
|
||
dependent_operations: "SEQUENTIAL_EXECUTION"
|
||
mixed_dependencies: "HYBRID_EXECUTION"
|
||
|
||
parallel_todo_creation:
|
||
auto_group_parallel_items: true
|
||
create_dependency_chains: true
|
||
mark_parallel_groups: true
|
||
parallel_group_format: "[PARALLEL GROUP {group_id}]"
|
||
level_1_marking: "⚡ [PARALLEL]" # For independent operations
|
||
sequential_marking: "📋 [SEQUENTIAL]" # For dependent operations
|
||
|
||
dependency_analysis:
|
||
detect_file_conflicts: true
|
||
identify_operation_dependencies: true
|
||
validate_parallel_safety: true
|
||
generate_execution_order: true
|
||
|
||
# SELF-AWARENESS: Apply parallel rules to own todo creation
|
||
self_awareness_mode: true
|
||
automatic_parallel_decomposition: true
|
||
conflict_prevention: true
|
||
|
||
optimization_features:
|
||
maximize_parallel_execution: true
|
||
minimize_sequential_bottlenecks: true
|
||
resource_conflict_prevention: true
|
||
error_isolation_planning: true
|
||
|
||
# CRITICAL SELF-APPLICATION RULES
|
||
self_application_rules:
|
||
rule_1_parallel_detection: "ALWAYS analyze todo items for parallel execution"
|
||
rule_2_dependency_marking: "ALWAYS mark dependencies explicitly"
|
||
rule_3_group_optimization: "ALWAYS optimize execution groups"
|
||
rule_4_conflict_prevention: "ALWAYS prevent resource conflicts"
|
||
|
||
# Task Complexity Analyzer Component
|
||
|
||
complexity_analyzer:
|
||
description: "Analyzes task complexity to determine hierarchy depth and decomposition needs"
|
||
capabilities:
|
||
- task_complexity_assessment
|
||
- atomic_task_detection
|
||
- breakdown_requirement_analysis
|
||
- similarity_grouping
|
||
complexity_factors:
|
||
- task_scope_width: "broad vs focused"
|
||
- technical_complexity: "simple vs complex"
|
||
- dependency_count: "few vs many dependencies"
|
||
- estimation_uncertainty: "well-defined vs ambiguous"
|
||
complexity_levels:
|
||
atomic:
|
||
description: "Single, well-defined action"
|
||
characteristics: ["clear_input_output", "single_step", "no_subtasks"]
|
||
max_depth: 1
|
||
simple:
|
||
description: "Multiple related steps, clear structure"
|
||
characteristics: ["2-3_steps", "linear_dependencies", "low_uncertainty"]
|
||
max_depth: 2
|
||
moderate:
|
||
description: "Multiple subtasks with some branching"
|
||
characteristics: ["4-8_steps", "some_parallelism", "moderate_uncertainty"]
|
||
max_depth: 3
|
||
complex:
|
||
description: "Multiple subtasks with significant branching"
|
||
characteristics: ["9+ steps", "significant_parallelism", "high_uncertainty"]
|
||
max_depth: 4-5
|
||
enterprise:
|
||
description: "Large-scale, multi-component projects"
|
||
characteristics: ["multiple_phases", "cross-team_coordination", "strategic_impact"]
|
||
max_depth: "unlimited"
|
||
breakdown_triggers:
|
||
- task_contains_multiple_purposes: true
|
||
- estimated_time > "2": true
|
||
": true
|
||
- involves_multiple_technologies: true
|
||
- requires_coordination_with_others: true
|
||
|
||
# Task Decomposer Component
|
||
|
||
task_decomposer:
|
||
description: "Decomposes complex tasks into manageable subtasks"
|
||
capabilities:
|
||
- hierarchical_breakdown
|
||
- atomic_task_identification
|
||
- dependency_mapping
|
||
- parallel_opportunity_detection
|
||
decomposition_strategies:
|
||
functional_breakdown:
|
||
description: "Break down by functional components"
|
||
applicable: ["software_development", "system_architecture", "feature_implementation"]
|
||
temporal_breakdown:
|
||
description: "Break down by time phases"
|
||
applicable: ["project_management", "research_tasks", "iterative_processes"]
|
||
dependency_breakdown:
|
||
description: "Break down by dependency relationships"
|
||
applicable: ["infrastructure_setup", "data_pipelines", "integration_tasks"]
|
||
skill_based_breakdown:
|
||
description: "Break down by required skills/expertise"
|
||
applicable: ["multi_disciplinary_tasks", "specialized_work", "consulting_projects"]
|
||
atomic_task_criteria:
|
||
single_purpose: true
|
||
estimable: true
|
||
completable_by_one_person: true
|
||
clear_success_criteria: true
|
||
|
||
# Recursive Planner Component
|
||
|
||
recursive_planner:
|
||
description: "Recursively analyzes and plans multi-level task hierarchies"
|
||
capabilities:
|
||
- recursive_complexity_analysis
|
||
- multi_level_planning
|
||
- infinite_recursion_prevention
|
||
- hierarchy_optimization
|
||
recursion_controls:
|
||
max_recursion_depth: 10
|
||
atomic_task_detection: true
|
||
circular_dependency_prevention: true
|
||
memory_efficient_planning: true
|
||
planning_strategies:
|
||
top_down:
|
||
description: "Start with high-level goals, break down progressively"
|
||
best_for: ["well_defined_goals", "clear_requirements"]
|
||
bottom_up:
|
||
description: "Start with atomic tasks, build up to complex goals"
|
||
best_for: ["exploratory_tasks", "emergent_requirements"]
|
||
hybrid:
|
||
description: "Combine top-down and bottom-up approaches"
|
||
best_for: ["complex_projects", "ambiguous_requirements"]
|
||
|
||
# TodoWrite Integration Component
|
||
|
||
todo_write_integration:
|
||
description: "Manages TodoWrite operations with hierarchical task execution and dependency management"
|
||
capabilities:
|
||
- hierarchical_task_execution
|
||
- dependency_tracking
|
||
- level_completion_monitoring
|
||
- error_propagation
|
||
- state_machine_integration
|
||
|
||
# Task Execution State Machine
|
||
task_execution_state_machine:
|
||
enabled: true
|
||
current_state: "READY"
|
||
persistence: true
|
||
monitoring: true
|
||
integration_with: "unified_state_manager"
|
||
|
||
states:
|
||
READY:
|
||
description: "Ready to receive task execution requests"
|
||
timeout: "infinite"
|
||
transitions_to: ["QUEUED", "PREPARING", "BLOCKED"]
|
||
allowed_operations: ["receive_task", "status_check"]
|
||
|
||
QUEUED:
|
||
description: "Task queued for execution"
|
||
timeout: "queue_timeout"
|
||
transitions_to: ["PREPARING", "CANCELLED", "TIMEOUT"]
|
||
operations: ["queue_position_update", "priority_adjustment"]
|
||
|
||
PREPARING:
|
||
description: "Preparing task for execution"
|
||
timeout: "preparation_timeout"
|
||
transitions_to: ["EXECUTING", "PREPARATION_FAILED", "CANCELLED"]
|
||
operations: ["resource_allocation", "dependency_check", "validation"]
|
||
|
||
EXECUTING:
|
||
description: "Task currently executing"
|
||
timeout: "execution_timeout"
|
||
transitions_to: ["MONITORING", "COMPLETED", "FAILED", "INTERRUPTED"]
|
||
operations: ["task_execution", "progress_tracking", "resource_monitoring"]
|
||
|
||
MONITORING:
|
||
description: "Monitoring task execution progress"
|
||
timeout: "monitoring_interval"
|
||
transitions_to: ["COMPLETED", "FAILED", "WARNING", "TIMEOUT"]
|
||
operations: ["performance_tracking", "health_checks", "progress_validation"]
|
||
|
||
COMPLETED:
|
||
description: "Task execution completed successfully"
|
||
timeout: "completion_timeout"
|
||
transitions_to: ["CLEANUP", "READY"]
|
||
operations: ["result_collection", "success_logging", "resource_release"]
|
||
|
||
FAILED:
|
||
description: "Task execution failed"
|
||
timeout: "failure_analysis_timeout"
|
||
transitions_to: ["RECOVERY", "CLEANUP", "ESCALATED"]
|
||
operations: ["error_analysis", "failure_logging", "impact_assessment"]
|
||
|
||
RECOVERY:
|
||
description: "Attempting recovery from task failure"
|
||
timeout: "recovery_timeout"
|
||
transitions_to: ["PREPARING", "CANCELLED", "ESCALATED"]
|
||
operations: ["retry_analysis", "strategy_adjustment", "resource_reallocation"]
|
||
|
||
WARNING:
|
||
description: "Task execution encountering issues"
|
||
timeout: "warning_resolution_timeout"
|
||
transitions_to: ["EXECUTING", "MONITORING", "FAILED"]
|
||
operations: ["issue_analysis", "performance_adjustment", "intervention_planning"]
|
||
|
||
INTERRUPTED:
|
||
description: "Task execution was interrupted"
|
||
timeout: "interruption_handling_timeout"
|
||
transitions_to: ["RECOVERY", "CANCELLED", "CLEANUP"]
|
||
operations: ["interruption_analysis", "state_preservation", "resume_planning"]
|
||
|
||
CANCELLED:
|
||
description: "Task execution was cancelled"
|
||
timeout: "cancellation_timeout"
|
||
transitions_to: ["CLEANUP"]
|
||
operations: ["cancellation_logging", "resource_cleanup", "impact_assessment"]
|
||
|
||
CLEANUP:
|
||
description: "Cleaning up after task execution"
|
||
timeout: "cleanup_timeout"
|
||
transitions_to: ["READY"]
|
||
operations: ["resource_cleanup", "state_reset", "result_processing"]
|
||
|
||
TIMEOUT:
|
||
description: "Task execution timed out"
|
||
timeout: "timeout_handling_timeout"
|
||
transitions_to: ["RECOVERY", "CANCELLED", "ESCALATED"]
|
||
operations: ["timeout_analysis", "extension_evaluation", "escalation_check"]
|
||
|
||
ESCALATED:
|
||
description: "Task escalated for manual intervention"
|
||
timeout: "manual_intervention_timeout"
|
||
transitions_to: ["READY"]
|
||
operations: ["escalation_logging", "manual_handoff", "status_reporting"]
|
||
|
||
# State transitions
|
||
transitions:
|
||
READY → QUEUED:
|
||
trigger: "task_received"
|
||
validator: "task_acceptance_validator"
|
||
action: "queue_task_for_execution"
|
||
events: ["task.queued", "state.queued"]
|
||
|
||
QUEUED → PREPARING:
|
||
trigger: "resource_allocation_ready"
|
||
validator: "queue_position_validator"
|
||
action: "begin_task_preparation"
|
||
events: ["task.preparing", "state.preparing"]
|
||
|
||
PREPARING → EXECUTING:
|
||
trigger: "preparation_complete"
|
||
validator: "preparation_success_validator"
|
||
action: "begin_task_execution"
|
||
events: ["task.executing", "state.executing"]
|
||
|
||
EXECUTING → MONITORING:
|
||
trigger: "execution_started"
|
||
validator: "execution_start_validator"
|
||
action: "begin_execution_monitoring"
|
||
events: ["task.monitoring", "state.monitoring"]
|
||
|
||
MONITORING → COMPLETED:
|
||
trigger: "task_completed_successfully"
|
||
validator: "completion_validator"
|
||
action: "handle_task_completion"
|
||
events: ["task.completed", "state.completed"]
|
||
|
||
MONITORING → FAILED:
|
||
trigger: "task_failed"
|
||
validator: "failure_validator"
|
||
action: "handle_task_failure"
|
||
events: ["task.failed", "state.failed"]
|
||
|
||
COMPLETED → CLEANUP:
|
||
trigger: "completion_processing_started"
|
||
validator: "completion_cleanup_validator"
|
||
action: "begin_completion_cleanup"
|
||
events: ["task.cleanup.started", "state.cleanup"]
|
||
|
||
CLEANUP → READY:
|
||
trigger: "cleanup_complete"
|
||
validator: "cleanup_success_validator"
|
||
action: "reset_execution_state"
|
||
events: ["task.cleanup.complete", "state.ready"]
|
||
|
||
# Enhanced guards
|
||
state_guards:
|
||
- name: "system_state_guard"
|
||
states: ["READY", "COMPLETED", "CLEANUP"]
|
||
condition: "unified_state_manager.system_level.current_state in ['SYSTEM_READY', 'SYSTEM_OPERATIONAL']"
|
||
blocked_transitions: ["EXECUTING", "MONITORING"]
|
||
priority: "critical"
|
||
|
||
- name: "resource_guard"
|
||
states: ["PREPARING", "EXECUTING", "MONITORING"]
|
||
condition: "execution_resources_available > threshold"
|
||
blocked_transitions: ["MONITORING"]
|
||
fallback: "pause_execution"
|
||
priority: "high"
|
||
|
||
- name: "dependency_guard"
|
||
condition: "task_dependencies_satisfied"
|
||
blocked_transitions: ["EXECUTING"]
|
||
fallback: "wait_for_dependencies"
|
||
priority: "high"
|
||
|
||
- name: "concurrency_guard"
|
||
condition: "active_executions |