fb552e0020
- Update 30 agents to v3 heatmap maximum-score models: * go-dev: qwen3-coder -> deepseek-v4-pro-max (85->88 +3) * planner: nemotron -> deepseek-v4-pro-max (80->88 +8) * perf-engineer: nemotron -> deepseek-v4-pro-max (78->84 +6) * reflector: nemotron -> deepseek-v4-pro-max (78->84 +6) * security: nemotron -> deepseek-v4-pro-max (76->80 +4) * memory-manager: nemotron -> qwen3.6-plus (86->87 +1) * frontend: kimi-k2.5 -> minimax-m2.5 (92) * the-fixer: minimax-m2.5 -> kimi-k2.6 (88->90 +2) * browser-auto: kimi-k2.6 -> qwen3-coder (86->87 +1) * prompt-opt: glm-5.1 -> qwen3.6-plus (82->83 +1) * backend: deepseek-v3.2 -> qwen3-coder (91) * capability-analyst: nemotron -> glm-5.1 (85) * release-man: devstral-2 -> glm-5.1 (82) * evaluator: nemotron -> glm-5.1 (86) * workflow-arch: gpt-oss -> glm-5.1 (84) - Add Model Evolution Guard: * fitness-gate.cjs: rejects downgrades >3 points or <75 score * Normalized model ID lookup (: vs -) * Diff report before any file modifications - Update sync-benchmarks-from-yaml.cjs with fitness gate - Sync kilo-meta.json, kilo.jsonc, .md agent files - Rebuild research-dashboard.html (104KB, 30 agents, 11 models) Total improvement: +105 points across 11 agents Source: v3.html heatmap IF-adjusted composite scores
1037 lines
25 KiB
YAML
1037 lines
25 KiB
YAML
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:cloud
|
|
- groq/llama-3.1-8b-instant
|
|
- ollama-cloud/deepseek-v4-pro-max
|
|
failover_strategy: downgraded
|
|
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
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|
- nuxt_pages
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|
- css_styles
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|
- frontend_tests
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|
forbidden:
|
|
- backend_code
|
|
model: ollama-cloud/minimax-m2.5
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|
mode: subagent
|
|
delegates_to:
|
|
- code-skeptic
|
|
- visual-tester
|
|
- orchestrator
|
|
fallback_models:
|
|
- ollama-cloud/minimax-m2.5
|
|
- ollama-cloud/minimax-m2.7
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|
- groq/llama-3.1-8b-instant
|
|
- openrouter/qwen/qwen3.6-plus:free
|
|
failover_strategy: downgraded
|
|
php-developer:
|
|
capabilities:
|
|
- php_web_development
|
|
- laravel_development
|
|
- symfony_development
|
|
- wordpress_development
|
|
- php_api_development
|
|
- php_database_design
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|
- php_authentication
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|
- php_modular_architecture
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|
- php_testing
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|
- php_security
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|
receives:
|
|
- api_specifications
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|
- database_requirements
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|
- ui_requirements
|
|
produces:
|
|
- laravel_routes
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|
- php_models
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|
- php_services
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|
- php_controllers
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|
- php_migrations
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- php_tests
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|
- wordpress_plugins
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|
forbidden:
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|
- frontend_code
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|
- non_php_backend
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|
model: ollama-cloud/qwen3-coder:480b
|
|
variant: thinking
|
|
mode: subagent
|
|
delegates_to:
|
|
- code-skeptic
|
|
- security-auditor
|
|
- orchestrator
|
|
fallback_models:
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|
- ollama-cloud/kimi-k2.6:cloud
|
|
- openrouter/qwen/qwen3.6-plus:free
|
|
- groq/llama-3.1-8b-instant
|
|
- ollama-cloud/minimax-m2.5
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|
failover_strategy: downgraded
|
|
python-developer:
|
|
capabilities:
|
|
- python_web_development
|
|
- django_development
|
|
- fastapi_development
|
|
- python_api_development
|
|
- python_database_design
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|
- python_authentication
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|
- python_async_patterns
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|
- python_testing
|
|
- python_security
|
|
receives:
|
|
- api_specifications
|
|
- database_requirements
|
|
produces:
|
|
- django_views
|
|
- fastapi_routers
|
|
- python_models
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|
- python_services
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|
- python_schemas
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|
- 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:cloud
|
|
- groq/llama-3.1-8b-instant
|
|
- ollama-cloud/minimax-m2.5
|
|
failover_strategy: downgraded
|
|
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:cloud
|
|
- openrouter/qwen/qwen3.6-plus:free
|
|
- groq/llama-3.1-8b-instant
|
|
- ollama-cloud/deepseek-v4-pro-max
|
|
failover_strategy: downgraded
|
|
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:cloud
|
|
- groq/llama-3.1-8b-instant
|
|
- openrouter/qwen/qwen3.6-plus:free
|
|
failover_strategy: downgraded
|
|
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:cloud
|
|
- openrouter/qwen/qwen3.6-plus:free
|
|
- groq/llama-3.1-8b-instant
|
|
- ollama-cloud/deepseek-v4-pro-max
|
|
failover_strategy: downgraded
|
|
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:cloud
|
|
mode: subagent
|
|
delegates_to:
|
|
- code-skeptic
|
|
- security-auditor
|
|
- orchestrator
|
|
fallback_models:
|
|
- ollama-cloud/kimi-k2.6:cloud
|
|
- ollama-cloud/deepseek-v4-pro-max
|
|
- ollama-cloud/glm-5.1
|
|
failover_strategy: downgraded
|
|
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:cloud
|
|
- ollama-cloud/minimax-m2.5
|
|
- groq/llama-3.1-8b-instant
|
|
- ollama-cloud/deepseek-v4-pro-max
|
|
failover_strategy: downgraded
|
|
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:cloud
|
|
failover_strategy: mixed
|
|
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:cloud
|
|
- ollama-cloud/glm-5.1
|
|
failover_strategy: downgraded
|
|
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:cloud
|
|
failover_strategy: downgraded
|
|
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:cloud
|
|
mode: subagent
|
|
delegates_to:
|
|
- code-skeptic
|
|
- orchestrator
|
|
fallback_models:
|
|
- ollama-cloud/kimi-k2.6:cloud
|
|
- ollama-cloud/qwen3-coder:480b
|
|
- groq/llama-3.1-8b-instant
|
|
- ollama-cloud/deepseek-v4-pro-max
|
|
failover_strategy: mixed
|
|
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/qwen3-coder:480b
|
|
mode: subagent
|
|
delegates_to:
|
|
- orchestrator
|
|
fallback_models:
|
|
- ollama-cloud/kimi-k2.6:cloud
|
|
- ollama-cloud/deepseek-v4-pro-max
|
|
- groq/llama-3.1-8b-instant
|
|
- openrouter/qwen/qwen3.6-plus:free
|
|
failover_strategy: downgraded
|
|
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:cloud
|
|
- ollama-cloud/deepseek-v4-pro-max
|
|
- groq/llama-3.1-8b-instant
|
|
- openrouter/qwen/qwen3.6-plus:free
|
|
failover_strategy: downgraded
|
|
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/glm-5.1
|
|
mode: subagent
|
|
delegates_to: []
|
|
fallback_models:
|
|
- ollama-cloud/glm-5.1
|
|
- ollama-cloud/deepseek-v4-pro-max
|
|
- ollama-cloud/kimi-k2.6:cloud
|
|
failover_strategy: downgraded
|
|
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/glm-5.1
|
|
mode: subagent
|
|
delegates_to:
|
|
- agent-architect
|
|
- orchestrator
|
|
fallback_models:
|
|
- ollama-cloud/deepseek-v4-pro-max
|
|
- ollama-cloud/kimi-k2.6:cloud
|
|
- openrouter/qwen/qwen3.6-plus:free
|
|
failover_strategy: downgraded
|
|
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:cloud
|
|
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
|
|
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/glm-5.1
|
|
mode: subagent
|
|
delegates_to:
|
|
- evaluator
|
|
fallback_models:
|
|
- ollama-cloud/deepseek-v4-pro-max
|
|
- ollama-cloud/kimi-k2.6:cloud
|
|
- groq/llama-3.1-8b-instant
|
|
- ollama-cloud/glm-5
|
|
failover_strategy: downgraded
|
|
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/glm-5.1
|
|
variant: thinking
|
|
mode: subagent
|
|
delegates_to:
|
|
- prompt-optimizer
|
|
- product-owner
|
|
- orchestrator
|
|
fallback_models:
|
|
- ollama-cloud/deepseek-v4-pro-max
|
|
- ollama-cloud/kimi-k2.6:cloud
|
|
- openrouter/qwen/qwen3.6-plus:free
|
|
failover_strategy: downgraded
|
|
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/qwen3.6-plus
|
|
variant: instant
|
|
mode: subagent
|
|
delegates_to: []
|
|
fallback_models:
|
|
- openrouter/qwen/qwen3.6-plus:free
|
|
- ollama-cloud/kimi-k2.6:cloud
|
|
- ollama-cloud/deepseek-v4-pro-max
|
|
failover_strategy: downgraded
|
|
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
|
|
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/glm-5.1
|
|
mode: subagent
|
|
delegates_to:
|
|
- prompt-optimizer
|
|
fallback_models:
|
|
- ollama-cloud/kimi-k2.6:cloud
|
|
- ollama-cloud/deepseek-v4-pro-max
|
|
- groq/llama-3.1-8b-instant
|
|
- openrouter/qwen/qwen3.6-plus:free
|
|
failover_strategy: mixed
|
|
workflow-architect:
|
|
capabilities:
|
|
- workflow_design
|
|
- process_definition
|
|
- automation_setup
|
|
receives:
|
|
- workflow_requirements
|
|
produces:
|
|
- workflow_definitions
|
|
- command_files
|
|
forbidden:
|
|
- execution
|
|
model: ollama-cloud/glm-5.1
|
|
variant: thinking
|
|
mode: subagent
|
|
delegates_to: []
|
|
fallback_models:
|
|
- ollama-cloud/kimi-k2.6:cloud
|
|
- ollama-cloud/deepseek-v4-pro-max
|
|
- openrouter/qwen/qwen3.6-plus:free
|
|
failover_strategy: downgraded
|
|
markdown-validator:
|
|
capabilities:
|
|
- markdown_validation
|
|
- formatting_check
|
|
- link_validation
|
|
receives:
|
|
- markdown_files
|
|
produces:
|
|
- validation_report
|
|
- corrections
|
|
forbidden:
|
|
- content_creation
|
|
model: ollama-cloud/deepseek-v4-pro-max
|
|
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
|
|
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:cloud
|
|
variant: thinking
|
|
mode: subagent
|
|
delegates_to:
|
|
- capability-analyst
|
|
- requirement-refiner
|
|
- system-analyst
|
|
fallback_models:
|
|
- ollama-cloud/kimi-k2.6:cloud
|
|
- ollama-cloud/deepseek-v4-pro-max
|
|
- openrouter/qwen/qwen3.6-plus:free
|
|
failover_strategy: downgraded
|
|
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:cloud
|
|
- ollama-cloud/glm-5.1
|
|
failover_strategy: downgraded
|
|
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
|
|
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/qwen3.6-plus
|
|
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
|
|
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:cloud
|
|
- ollama-cloud/glm-5
|
|
- openrouter/qwen/qwen3.6-plus:free
|
|
failover_strategy: downgraded
|
|
capability_routing:
|
|
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
|
|
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:
|
|
- security-auditor
|
|
- performance-engineer
|
|
- code-skeptic
|
|
testing_phase:
|
|
- sdet-engineer
|
|
- browser-automation
|
|
- visual-tester
|
|
iteration_loops:
|
|
code_review:
|
|
evaluator: code-skeptic
|
|
optimizer: the-fixer
|
|
max_iterations: 3
|
|
convergence: all_issues_resolved
|
|
security_review:
|
|
evaluator: security-auditor
|
|
optimizer: the-fixer
|
|
max_iterations: 2
|
|
convergence: no_critical_vulnerabilities
|
|
performance_review:
|
|
evaluator: performance-engineer
|
|
optimizer: the-fixer
|
|
max_iterations: 2
|
|
convergence: all_perf_issues_resolved
|
|
evolution:
|
|
evaluator: pipeline-judge
|
|
optimizer: prompt-optimizer
|
|
max_iterations: 3
|
|
convergence: fitness_above_0.85
|
|
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
|