agents:
  lead-developer:
    capabilities:
    - code_writing
    - refactoring
    - bug_fixing
    - implementation
    receives:
    - tests
    - specifications
    - architecture_docs
    produces:
    - code
    - documentation_inline
    forbidden:
    - test_writing
    - code_review
    model: ollama-cloud/qwen3-coder:480b
    variant: thinking
    mode: subagent
    delegates_to:
    - code-skeptic
    - orchestrator
    fallback_models:
    - ollama-cloud/qwen3-coder:480b
    - ollama-cloud/kimi-k2.6
    - groq/llama-3.1-8b-instant
    - ollama-cloud/deepseek-v4-pro-max
    failover_strategy: downgraded
    reasoning_effort: low
  frontend-developer:
    capabilities:
    - ui_implementation
    - component_creation
    - styling
    - responsive_design
    - nextjs_development
    - vue_nuxt_development
    - react_development
    receives:
    - designs
    - wireframes
    - api_endpoints
    produces:
    - vue_components
    - react_components
    - nextjs_pages
    - nuxt_pages
    - css_styles
    - frontend_tests
    forbidden:
    - backend_code
    model: ollama-cloud/minimax-m2.5
    mode: subagent
    delegates_to:
    - code-skeptic
    - visual-tester
    - orchestrator
    fallback_models:
    - ollama-cloud/minimax-m2.5
    - ollama-cloud/minimax-m2.7
    - groq/llama-3.1-8b-instant
    - openrouter/qwen/qwen3.6-plus:free
    failover_strategy: downgraded
    reasoning_effort: low
  php-developer:
    capabilities:
    - php_web_development
    - laravel_development
    - symfony_development
    - wordpress_development
    - php_api_development
    - php_database_design
    - php_authentication
    - php_modular_architecture
    - php_testing
    - php_security
    receives:
    - api_specifications
    - database_requirements
    - ui_requirements
    produces:
    - laravel_routes
    - php_models
    - php_services
    - php_controllers
    - php_migrations
    - php_tests
    - wordpress_plugins
    forbidden:
    - frontend_code
    - non_php_backend
    model: ollama-cloud/qwen3-coder:480b
    variant: thinking
    mode: subagent
    delegates_to:
    - code-skeptic
    - security-auditor
    - orchestrator
    fallback_models:
    - ollama-cloud/kimi-k2.6
    - openrouter/qwen/qwen3.6-plus:free
    - groq/llama-3.1-8b-instant
    - ollama-cloud/minimax-m2.5
    failover_strategy: downgraded
    reasoning_effort: low
  python-developer:
    capabilities:
    - python_web_development
    - django_development
    - fastapi_development
    - python_api_development
    - python_database_design
    - python_authentication
    - python_async_patterns
    - python_testing
    - python_security
    receives:
    - api_specifications
    - database_requirements
    produces:
    - django_views
    - fastapi_routers
    - python_models
    - python_services
    - python_schemas
    - python_migrations
    - python_tests
    forbidden:
    - frontend_code
    - non_python_backend
    model: ollama-cloud/qwen3-coder:480b
    variant: thinking
    mode: subagent
    delegates_to:
    - code-skeptic
    - security-auditor
    - orchestrator
    fallback_models:
    - openrouter/qwen/qwen3.6-plus:free
    - ollama-cloud/kimi-k2.6
    - groq/llama-3.1-8b-instant
    - ollama-cloud/minimax-m2.5
    failover_strategy: downgraded
    reasoning_effort: low
  backend-developer:
    capabilities:
    - api_development
    - database_design
    - server_logic
    - authentication
    - postgresql_integration
    - sqlite_integration
    receives:
    - api_specifications
    - database_requirements
    produces:
    - express_routes
    - database_schema
    - api_documentation
    forbidden:
    - frontend_code
    model: ollama-cloud/qwen3-coder:480b
    mode: subagent
    delegates_to:
    - code-skeptic
    - orchestrator
    fallback_models:
    - ollama-cloud/kimi-k2.6
    - openrouter/qwen/qwen3.6-plus:free
    - groq/llama-3.1-8b-instant
    - ollama-cloud/deepseek-v4-pro-max
    failover_strategy: downgraded
    reasoning_effort: low
  go-developer:
    capabilities:
    - go_api_development
    - go_database_design
    - go_concurrent_programming
    - go_authentication
    - go_microservices
    - postgresql_integration
    - sqlite_integration
    - clickhouse_integration
    receives:
    - api_specifications
    - database_requirements
    - concurrent_requirements
    produces:
    - go_handlers
    - go_database_schema
    - go_api_documentation
    - concurrent_solutions
    forbidden:
    - frontend_code
    model: ollama-cloud/deepseek-v4-pro-max
    mode: subagent
    delegates_to:
    - code-skeptic
    - orchestrator
    fallback_models:
    - ollama-cloud/deepseek-v4-pro-max
    - ollama-cloud/kimi-k2.6
    - groq/llama-3.1-8b-instant
    - openrouter/qwen/qwen3.6-plus:free
    failover_strategy: downgraded
    reasoning_effort: low
  flutter-developer:
    capabilities:
    - dart_programming
    - flutter_ui
    - mobile_app_development
    - widget_creation
    - state_management
    receives:
    - ui_designs
    - api_specifications
    - mobile_requirements
    produces:
    - flutter_widgets
    - dart_code
    - mobile_app
    forbidden:
    - backend_code
    - web_development
    model: ollama-cloud/qwen3-coder:480b
    mode: subagent
    delegates_to:
    - code-skeptic
    - visual-tester
    - orchestrator
    fallback_models:
    - ollama-cloud/kimi-k2.6
    - openrouter/qwen/qwen3.6-plus:free
    - groq/llama-3.1-8b-instant
    - ollama-cloud/deepseek-v4-pro-max
    failover_strategy: downgraded
    reasoning_effort: low
  devops-engineer:
    capabilities:
    - docker_configuration
    - kubernetes_setup
    - ci_cd_pipeline
    - infrastructure_automation
    - container_optimization
    receives:
    - deployment_requirements
    - infrastructure_needs
    produces:
    - docker_compose
    - kubernetes_manifests
    - ci_cd_config
    forbidden:
    - application_code
    model: ollama-cloud/kimi-k2.6
    mode: subagent
    delegates_to:
    - code-skeptic
    - security-auditor
    - orchestrator
    fallback_models:
    - ollama-cloud/kimi-k2.6
    - ollama-cloud/deepseek-v4-pro-max
    - ollama-cloud/glm-5.1
    failover_strategy: downgraded
    reasoning_effort: low
  sdet-engineer:
    capabilities:
    - unit_tests
    - integration_tests
    - e2e_tests
    - test_planning
    - visual_regression
    receives:
    - code
    - requirements
    produces:
    - test_files
    - test_reports
    - coverage_reports
    forbidden:
    - implementation_code
    model: ollama-cloud/qwen3-coder:480b
    variant: thinking
    mode: subagent
    delegates_to:
    - lead-developer
    - orchestrator
    fallback_models:
    - ollama-cloud/kimi-k2.6
    - ollama-cloud/minimax-m2.5
    - groq/llama-3.1-8b-instant
    - ollama-cloud/deepseek-v4-pro-max
    failover_strategy: downgraded
    reasoning_effort: low
  code-skeptic:
    capabilities:
    - code_review
    - security_review
    - style_check
    - issue_identification
    receives:
    - code
    produces:
    - review_comments
    - approval_status
    - issue_list
    forbidden:
    - suggest_implementations
    - write_code
    model: ollama-cloud/minimax-m2.5
    mode: subagent
    delegates_to:
    - the-fixer
    - performance-engineer
    - orchestrator
    fallback_models:
    - ollama-cloud/qwen3-coder:480b
    - ollama-cloud/deepseek-v4-pro-max
    - groq/llama-3.1-8b-instant
    - ollama-cloud/kimi-k2.6
    failover_strategy: mixed
    reasoning_effort: medium
  security-auditor:
    capabilities:
    - vulnerability_scan
    - owasp_check
    - secret_detection
    - auth_review
    receives:
    - code
    - configuration
    produces:
    - security_report
    - vulnerability_list
    forbidden:
    - fix_vulnerabilities
    model: ollama-cloud/deepseek-v4-pro-max
    mode: subagent
    delegates_to:
    - the-fixer
    - release-manager
    - orchestrator
    fallback_models:
    - ollama-cloud/deepseek-v4-pro-max
    - ollama-cloud/kimi-k2.6
    - ollama-cloud/glm-5.1
    failover_strategy: downgraded
    reasoning_effort: high
  performance-engineer:
    capabilities:
    - performance_analysis
    - n_plus_one_detection
    - memory_leak_check
    - algorithm_analysis
    receives:
    - code
    - performance_requirements
    produces:
    - performance_report
    - optimization_suggestions
    forbidden:
    - write_code
    model: ollama-cloud/deepseek-v4-pro-max
    mode: subagent
    delegates_to:
    - the-fixer
    - security-auditor
    - orchestrator
    fallback_models:
    - ollama-cloud/deepseek-v4-pro-max
    - ollama-cloud/glm-5.1
    - ollama-cloud/kimi-k2.6
    failover_strategy: downgraded
    reasoning_effort: medium
  the-fixer:
    capabilities:
    - bug_fixing
    - issue_resolution
    - code_correction
    receives:
    - issue_list
    - code_context
    produces:
    - code_fixes
    - resolution_notes
    forbidden:
    - feature_development
    model: ollama-cloud/kimi-k2.6
    mode: subagent
    delegates_to:
    - code-skeptic
    - orchestrator
    fallback_models:
    - ollama-cloud/kimi-k2.6
    - ollama-cloud/qwen3-coder:480b
    - groq/llama-3.1-8b-instant
    - ollama-cloud/deepseek-v4-pro-max
    failover_strategy: mixed
    reasoning_effort: medium
  browser-automation:
    capabilities:
    - e2e_browser_tests
    - form_filling
    - navigation_testing
    - screenshot_capture
    receives:
    - test_scenarios
    - url_list
    produces:
    - test_results
    - screenshots
    forbidden:
    - unit_testing
    model: ollama-cloud/deepseek-v4-flash
    mode: subagent
    delegates_to:
    - orchestrator
    fallback_models:
    - ollama-cloud/kimi-k2.6
    - ollama-cloud/deepseek-v4-pro-max
    - groq/llama-3.1-8b-instant
    - openrouter/qwen/qwen3.6-plus:free
    failover_strategy: downgraded
    reasoning_effort: low
  visual-tester:
    capabilities:
    - visual_regression
    - pixel_comparison
    - screenshot_diff
    - ui_validation
    - bbox_element_extraction
    - console_error_detection
    - network_error_detection
    - responsive_layout_check
    - button_overflow_detection
    - gitea_integration
    - docker_networking
    receives:
    - url
    - baseline_screenshots
    - page_paths
    - gitea_issue_number
    produces:
    - diff_report
    - visual_issues
    - element_map_with_bbox
    - console_error_report
    - network_error_report
    - gitea_comment
    - gitea_attachments
    forbidden:
    - code_changes
    model: ollama-cloud/qwen3-coder:480b
    mode: subagent
    delegates_to:
    - the-fixer
    - orchestrator
    fallback_models:
    - ollama-cloud/kimi-k2.6
    - ollama-cloud/deepseek-v4-pro-max
    - groq/llama-3.1-8b-instant
    - openrouter/qwen/qwen3.6-plus:free
    failover_strategy: downgraded
    reasoning_effort: low
  system-analyst:
    capabilities:
    - architecture_design
    - api_specification
    - database_modeling
    - technical_documentation
    receives:
    - requirements
    - user_stories
    produces:
    - architecture_docs
    - api_specs
    - database_schemas
    forbidden:
    - implementation
    model: ollama-cloud/deepseek-v4-pro-max
    mode: subagent
    delegates_to: []
    fallback_models:
    - ollama-cloud/glm-5.1
    - ollama-cloud/deepseek-v4-pro-max
    - ollama-cloud/kimi-k2.6
    failover_strategy: downgraded
    reasoning_effort: high
  capability-analyst:
    capabilities:
    - gap_analysis
    - capability_mapping
    - recommendation_generation
    - coverage_analysis
    receives:
    - task_requirements
    produces:
    - analysis_report
    - recommendations
    - new_agent_specs
    forbidden:
    - implementation
    model: ollama-cloud/deepseek-v4-pro-max
    mode: subagent
    delegates_to:
    - agent-architect
    - orchestrator
    fallback_models:
    - ollama-cloud/deepseek-v4-pro-max
    - ollama-cloud/kimi-k2.6
    - openrouter/qwen/qwen3.6-plus:free
    failover_strategy: downgraded
    reasoning_effort: low
  orchestrator:
    capabilities:
    - task_routing
    - state_management
    - agent_coordination
    - workflow_execution
    receives:
    - issue
    - status_change
    produces:
    - routing_decisions
    - status_updates
    forbidden:
    - code_writing
    - code_review
    model: ollama-cloud/kimi-k2.6
    variant: thinking
    mode: all
    delegates_to:
    - history-miner
    - system-analyst
    - sdet-engineer
    - lead-developer
    - code-skeptic
    - the-fixer
    - frontend-developer
    - backend-developer
    - php-developer
    - python-developer
    - go-developer
    - flutter-developer
    - performance-engineer
    - security-auditor
    - visual-tester
    - browser-automation
    - devops-engineer
    - release-manager
    - requirement-refiner
    - capability-analyst
    - workflow-architect
    - markdown-validator
    - evaluator
    - prompt-optimizer
    - product-owner
    - pipeline-judge
    - planner
    - reflector
    - memory-manager
    - agent-architect
    - architect-indexer
    fallback_models:
    - ollama-cloud/glm-5.1
    - ollama-cloud/deepseek-v4-pro-max
    - groq/llama-3.1-8b-instant
    - openrouter/qwen/qwen3.6-plus:free
    failover_strategy: mixed
    reasoning_effort: low
  release-manager:
    capabilities:
    - git_operations
    - version_management
    - changelog_creation
    - deployment
    receives:
    - approved_code
    - release_request
    produces:
    - commits
    - tags
    - releases
    forbidden:
    - code_changes
    - feature_development
    model: ollama-cloud/kimi-k2.6
    mode: subagent
    delegates_to:
    - evaluator
    fallback_models:
    - ollama-cloud/deepseek-v4-pro-max
    - ollama-cloud/kimi-k2.6
    - groq/llama-3.1-8b-instant
    - ollama-cloud/glm-5
    failover_strategy: downgraded
    reasoning_effort: low
  evaluator:
    capabilities:
    - performance_scoring
    - process_analysis
    - pattern_identification
    - improvement_recommendations
    receives:
    - completed_issue
    - agent_logs
    produces:
    - performance_report
    - scores
    - recommendations
    forbidden:
    - code_changes
    model: ollama-cloud/qwen3.5-122b
    variant: thinking
    mode: subagent
    delegates_to:
    - prompt-optimizer
    - product-owner
    - orchestrator
    fallback_models:
    - ollama-cloud/deepseek-v4-pro-max
    - ollama-cloud/kimi-k2.6
    - openrouter/qwen/qwen3.6-plus:free
    failover_strategy: downgraded
    reasoning_effort: low
  prompt-optimizer:
    capabilities:
    - prompt_analysis
    - prompt_improvement
    - failure_pattern_detection
    receives:
    - low_scores
    - failure_reports
    produces:
    - improved_prompts
    - optimization_report
    forbidden:
    - agent_creation
    model: ollama-cloud/qwen3.5-122b
    variant: instant
    mode: subagent
    delegates_to: []
    fallback_models:
    - openrouter/qwen/qwen3.6-plus:free
    - ollama-cloud/kimi-k2.6
    - ollama-cloud/deepseek-v4-pro-max
    failover_strategy: downgraded
    reasoning_effort: low
  product-owner:
    capabilities:
    - issue_management
    - prioritization
    - backlog_management
    - workflow_completion
    receives:
    - completed_work
    - stakeholder_requests
    produces:
    - priority_order
    - issue_labels
    - issue closures
    forbidden:
    - implementation
    model: ollama-cloud/glm-5.1
    mode: subagent
    delegates_to: []
    fallback_models:
    - ollama-cloud/glm-5
    - openrouter/qwen/qwen3.6-plus:free
    - groq/llama-3.1-8b-instant
    - ollama-cloud/deepseek-v4-pro-max
    failover_strategy: mixed
    reasoning_effort: low
  pipeline-judge:
    capabilities:
    - test_execution
    - fitness_scoring
    - metric_collection
    - bottleneck_detection
    receives:
    - completed_workflow
    - pipeline_logs
    produces:
    - fitness_report
    - bottleneck_analysis
    - improvement_triggers
    forbidden:
    - code_writing
    - code_changes
    - prompt_changes
    model: ollama-cloud/kimi-k2.6
    mode: subagent
    delegates_to:
    - prompt-optimizer
    fallback_models:
    - ollama-cloud/kimi-k2.6
    - ollama-cloud/deepseek-v4-pro-max
    - groq/llama-3.1-8b-instant
    - openrouter/qwen/qwen3.6-plus:free
    failover_strategy: mixed
    reasoning_effort: low
  workflow-architect:
    capabilities:
    - workflow_design
    - process_definition
    - automation_setup
    receives:
    - workflow_requirements
    produces:
    - workflow_definitions
    - command_files
    forbidden:
    - execution
    model: ollama-cloud/qwen3.5-122b
    variant: thinking
    mode: subagent
    delegates_to: []
    fallback_models:
    - ollama-cloud/kimi-k2.6
    - ollama-cloud/deepseek-v4-pro-max
    - openrouter/qwen/qwen3.6-plus:free
    failover_strategy: downgraded
    reasoning_effort: low
  markdown-validator:
    capabilities:
    - markdown_validation
    - formatting_check
    - link_validation
    receives:
    - markdown_files
    produces:
    - validation_report
    - corrections
    forbidden:
    - content_creation
    model: ollama-cloud/nemotron-3-nano
    mode: subagent
    delegates_to:
    - orchestrator
    fallback_models:
    - ollama-cloud/deepseek-v4-pro-max
    - ollama-cloud/glm-5.1
    - groq/llama-3.1-8b-instant
    - ollama/qwen3.5-122b
    failover_strategy: speed-burst
    reasoning_effort: low
  agent-architect:
    capabilities:
    - agent_design
    - prompt_engineering
    - capability_definition
    receives:
    - agent_requirements
    produces:
    - agent_definition
    - integration_plan
    forbidden:
    - agent_execution
    model: ollama-cloud/kimi-k2.6
    variant: thinking
    mode: subagent
    delegates_to:
    - capability-analyst
    - requirement-refiner
    - system-analyst
    fallback_models:
    - ollama-cloud/kimi-k2.6
    - ollama-cloud/deepseek-v4-pro-max
    - openrouter/qwen/qwen3.6-plus:free
    failover_strategy: downgraded
    reasoning_effort: high
  planner:
    capabilities:
    - task_decomposition
    - chain_of_thought
    - tree_of_thoughts
    - plan_execute_reflect
    - dependency_analysis
    receives:
    - complex_task
    - objective
    produces:
    - decomposed_steps
    - dependency_graph
    - success_criteria
    forbidden:
    - implementation
    - execution
    model: ollama-cloud/deepseek-v4-pro-max
    mode: subagent
    delegates_to: []
    fallback_models:
    - ollama-cloud/deepseek-v4-pro-max
    - ollama-cloud/kimi-k2.6
    - ollama-cloud/glm-5.1
    failover_strategy: downgraded
    reasoning_effort: xhigh
  reflector:
    capabilities:
    - self_reflection
    - mistake_analysis
    - lesson_extraction
    - trajectory_analysis
    - heuristic_evaluation
    receives:
    - action_trajectory
    - task_result
    produces:
    - reflection_report
    - lessons_learned
    - improved_approach
    forbidden:
    - implementation
    - code_changes
    model: ollama-cloud/deepseek-v4-pro-max
    mode: subagent
    delegates_to: []
    fallback_models:
    - ollama-cloud/deepseek-v4-pro-max
    - ollama-cloud/glm-5.1
    - openrouter/qwen/qwen3.6-plus:free
    failover_strategy: downgraded
    reasoning_effort: medium
  memory-manager:
    capabilities:
    - memory_retrieval
    - memory_storage
    - memory_consolidation
    - relevance_scoring
    - episodic_management
    receives:
    - query
    - memory_type
    produces:
    - retrieved_memories
    - relevance_scores
    - consolidated_memories
    forbidden:
    - code_changes
    - implementation
    model: ollama-cloud/deepseek-v4-pro-max
    mode: subagent
    delegates_to: []
    fallback_models:
    - openrouter/qwen/qwen3.6-plus:free
    - ollama-cloud/deepseek-v4-pro-max
    - ollama-cloud/glm-5.1
    failover_strategy: downgraded
    reasoning_effort: low
  architect-indexer:
    capabilities:
    - codebase_indexing
    - project_mapping
    - architecture_documentation
    - dependency_analysis
    - entity_extraction
    - api_surface_discovery
    - convention_detection
    - staleness_detection
    receives:
    - project_root_directory
    - stale_sections_list
    produces:
    - .architect/state.json
    - .architect/project.json
    - .architect/README.md
    - architecture_overview
    - dependency_graph
    - entity_documentation
    - db_schema_documentation
    - api_surface_documentation
    - convention_documentation
    - file_graph
    - module_graph
    forbidden:
    - code_changes
    - implementation
    model: ollama-cloud/glm-5.1
    variant: thinking
    mode: subagent
    delegates_to:
    - system-analyst
    - orchestrator
    fallback_models:
    - ollama-cloud/kimi-k2.6
    - ollama-cloud/glm-5
    - openrouter/qwen/qwen3.6-plus:free
    failover_strategy: downgraded
    reasoning_effort: low
  incident-responder:
    capabilities:
    - server_forensics
    - malware_detection
    - persistence_hunting
    - malware_removal
    - ssh_access_management
    - file_integrity_check
    - system_hardening
    - backup_verification
    - incident_reporting
    - ioc_collection
    receives:
    - ssh_credentials
    - server_info
    - incident_description
    produces:
    - forensic_report
    - cleanup_confirmations
    - hardening_report
    - backup_packages
    forbidden:
    - code_writing
    - deployment
    model: ollama-cloud/kimi-k2.6
    mode: subagent
    delegates_to:
    - code-skeptic
    - orchestrator
    fallback_models:
    - ollama-cloud/kimi-k2.6
    - ollama-cloud/deepseek-v4-pro-max
    - ollama-cloud/glm-5.1
    failover_strategy: downgraded
    reasoning_effort: high
  workflow-cross-checker:
    capabilities:
    - inter_agent_conflict_detection
    - architecture_conformance_validation
    - state_tracking_sanity
    - process_inspection
    - uncomfortable_questions_protocol
    - pre_flight_validation
    - mid_flight_revalidation
    receives:
    - checkpoint_yaml
    - task_claims
    - agent_chain
    - architecture_docs
    - capability_index
    produces:
    - cross_check_report
    - verdict_approved_conditional_blocked
    - risk_flags
    - mitigation_suggestions
    forbidden:
    - code_writing
    - implementation
    model: ollama-cloud/kimi-k2.6
    variant: thinking
    mode: subagent
    delegates_to:
    - orchestrator
    - reflector
    - planner
    fallback_models:
    - ollama-cloud/deepseek-v4-pro-max
    - ollama-cloud/glm-5.1
    - ollama-cloud/kimi-k2.6
    failover_strategy: downgraded
    reasoning_effort: high
  capability_routing:    
    incident_response: incident-responder
    code_writing: lead-developer
    code_review: code-skeptic
    test_writing: sdet-engineer
    architecture: system-analyst
    security: security-auditor
    performance: performance-engineer
    bug_fixing: the-fixer
    git_operations: release-manager
    ui_implementation: frontend-developer
    nextjs_development: frontend-developer
    vue_nuxt_development: frontend-developer
    react_development: frontend-developer
    e2e_testing: browser-automation
    visual_testing: visual-tester
    bbox_extraction: visual-tester
    console_error_detection: visual-tester
    gitea_integration: visual-tester
    docker_networking: visual-tester
    requirement_analysis: requirement-refiner
    gap_analysis: capability-analyst
    issue_management: product-owner
    prompt_optimization: prompt-optimizer
    workflow_design: workflow-architect
    scoring: evaluator
    duplicate_detection: history-miner
    agent_design: agent-architect
    markdown_validation: markdown-validator
    postgresql_integration: backend-developer
    sqlite_integration: backend-developer
    clickhouse_integration: go-developer
    flutter_development: flutter-developer
    php_web_development: php-developer
    laravel_development: php-developer
    symfony_development: php-developer
    wordpress_development: php-developer
    python_web_development: python-developer
    django_development: python-developer
    fastapi_development: python-developer
    docker_configuration: devops-engineer
    kubernetes_setup: devops-engineer
    ci_cd_pipeline: devops-engineer
    task_decomposition: planner
    self_reflection: reflector
    memory_retrieval: memory-manager
    pre_flight_validation: workflow-cross-checker
    architecture_validation: workflow-cross-checker
    chain_of_thought: planner
    tree_of_thoughts: planner
    fitness_scoring: pipeline-judge
    test_execution: pipeline-judge
    bottleneck_detection: pipeline-judge
    go_api_development: go-developer
    go_database_design: go-developer
    go_concurrent_programming: go-developer
    go_authentication: go-developer
    go_microservices: go-developer
    codebase_indexing: architect-indexer
    project_mapping: architect-indexer
    architecture_documentation: architect-indexer
    dependency_analysis: architect-indexer
    entity_extraction: architect-indexer
    api_surface_discovery: architect-indexer
    convention_detection: architect-indexer
parallel_groups:
  review_phase:
    agents:
    - security-auditor
    - performance-engineer
    - code-skeptic
    trigger: code_ready_for_review
    criteria: all_must_complete_before_next_phase
    aggregator: orchestrator
    overlap_check: none  # read-only, no file writes
  testing_phase:
    agents:
    - sdet-engineer
    - browser-automation
    - visual-tester
    trigger: tests_needed
    criteria: independent_test_types
    aggregator: orchestrator
    overlap_check: none  # read-only, no file writes
  implementation_phase:
    agents:
    - lead-developer
    - frontend-developer
    - backend-developer
    - php-developer
    - python-developer
    - go-developer
    - flutter-developer
    trigger: parallel_implementation_approved
    criteria: file_sets_must_not_overlap
    aggregator: orchestrator
    overlap_check: mandatory_before_spawn
    claim_protocol: gitea_comment_based
    claim_timeout_min: 30
    migration_timestamp_assignment: sequential
iteration_loops:
  code_review:
    evaluator: code-skeptic
    optimizer: the-fixer
    max_iterations: 3
    convergence: all_issues_resolved
    trigger_on: code-skeptic_finds_issues
  security_review:
    evaluator: security-auditor
    optimizer: the-fixer
    max_iterations: 2
    convergence: no_critical_vulnerabilities
    trigger_on: security-auditor_finds_critical
  performance_review:
    evaluator: performance-engineer
    optimizer: the-fixer
    max_iterations: 2
    convergence: all_perf_issues_resolved
    trigger_on: performance-engineer_finds_issues
  evolution:
    evaluator: pipeline-judge
    optimizer: prompt-optimizer
    max_iterations: 3
    convergence: fitness_above_0.85
    trigger_on: pipeline-judge_score_below_threshold
quality_gates:
  requirements:
  - user_stories_defined
  - acceptance_criteria_complete
  - technical_constraints_documented
  architecture:
  - schema_valid
  - endpoints_documented
  - tech_stack_decided
  implementation:
  - build_success
  - no_type_errors
  - no_lint_errors
  testing:
  - coverage_gte_80
  - all_tests_pass
  - no_critical_bugs
  review:
  - no_critical_issues
  - no_security_vulnerabilities
  - performance_acceptable
  docker:
  - build_success
  - health_check_pass
  - size_under_limit
  documentation:
  - readme_complete
  - api_docs_complete
  - deployment_guide_complete
workflow_states:
  new:
  - planned
  planned:
  - researching
  researching:
  - designed
  designed:
  - testing
  testing:
  - implementing
  implementing:
  - reviewing
  reviewing:
  - fixing
  - perf_check
  fixing:
  - reviewing
  perf_check:
  - security_check
  security_check:
  - releasing
  releasing:
  - evaluated
  evaluated:
  - evolving
  - completed
  evolving:
  - evaluated
  completed: []
evolution:
  enabled: true
  auto_trigger: true
  fitness_threshold: 0.7
  max_evolution_attempts: 3
  fitness_history: .kilo/logs/fitness-history.jsonl
  token_budget_default: 50000
  time_budget_default: 300
  budgets:
    feature:
      tokens: 50000
      time_s: 300
      min_coverage: 80
    bugfix:
      tokens: 20000
      time_s: 120
      min_coverage: 90
    refactor:
      tokens: 40000
      time_s: 240
      min_coverage: 95
    security:
      tokens: 30000
      time_s: 180
      min_coverage: 80