941 lines
28 KiB
JSON
941 lines
28 KiB
JSON
{
|
|
"version": "1.0.0",
|
|
"lastUpdated": "2026-04-23T06:24:32.543Z",
|
|
"agents": {
|
|
"lead-developer": {
|
|
"current": {
|
|
"description": "Primary code writer for backend and core logic. Writes implementation to pass tests",
|
|
"mode": "subagent",
|
|
"model": "ollama-cloud/qwen3-coder:480b",
|
|
"provider": "Ollama",
|
|
"variant": "thinking",
|
|
"color": "\"#DC2626\"",
|
|
"category": "General",
|
|
"capabilities": [
|
|
"code_writing",
|
|
"refactoring",
|
|
"bug_fixing",
|
|
"implementation"
|
|
]
|
|
},
|
|
"history": [
|
|
{
|
|
"date": "2026-04-05T05:21:00Z",
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|
"commit": "caf77f53c8",
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|
"type": "model_change",
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|
"from": null,
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|
"to": "ollama-cloud/qwen3-coder:480b",
|
|
"reason": "Initial configuration from capability-index.yaml",
|
|
"source": "git"
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|
}
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|
],
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"performance_log": []
|
|
},
|
|
"frontend-developer": {
|
|
"current": {
|
|
"description": "Handles UI implementation with multimodal capabilities. Accepts visual references like screenshots and mockups",
|
|
"mode": "all",
|
|
"model": "ollama-cloud/qwen3-coder:480b",
|
|
"provider": "Ollama",
|
|
"color": "\"#0EA5E9\"",
|
|
"category": "General",
|
|
"capabilities": [
|
|
"ui_implementation",
|
|
"component_creation",
|
|
"styling",
|
|
"responsive_design",
|
|
"nextjs_development",
|
|
"vue_nuxt_development",
|
|
"react_development"
|
|
]
|
|
},
|
|
"history": [
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|
{
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|
"date": "2026-04-05T05:21:00Z",
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|
"commit": "af5f401",
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"type": "agent_created",
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|
"from": null,
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|
"to": "ollama-cloud/qwen3-coder:480b",
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|
"reason": "Flutter development support added",
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|
"source": "git"
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|
}
|
|
],
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|
"performance_log": []
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|
},
|
|
"backend-developer": {
|
|
"current": {
|
|
"description": "Backend specialist for Node.js, Express, APIs, and database integration",
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|
"mode": "subagent",
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|
"model": "ollama-cloud/qwen3-coder:480b",
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|
"provider": "Ollama",
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|
"color": "\"#10B981\"",
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|
"category": "General",
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|
"capabilities": [
|
|
"api_development",
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|
"database_design",
|
|
"server_logic",
|
|
"authentication",
|
|
"postgresql_integration",
|
|
"sqlite_integration"
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|
]
|
|
},
|
|
"history": [],
|
|
"performance_log": []
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|
},
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|
"go-developer": {
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|
"current": {
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|
"description": "Go backend specialist for Gin, Echo, APIs, and database integration",
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|
"mode": "subagent",
|
|
"model": "ollama-cloud/qwen3-coder:480b",
|
|
"provider": "Ollama",
|
|
"color": "\"#00ADD8\"",
|
|
"category": "General",
|
|
"capabilities": [
|
|
"go_api_development",
|
|
"go_database_design",
|
|
"go_concurrent_programming",
|
|
"go_authentication",
|
|
"go_microservices",
|
|
"postgresql_integration",
|
|
"sqlite_integration",
|
|
"clickhouse_integration"
|
|
]
|
|
},
|
|
"history": [
|
|
{
|
|
"date": "2026-04-05T05:21:00Z",
|
|
"commit": "caf77f53c8",
|
|
"type": "model_change",
|
|
"from": "ollama-cloud/deepseek-v3.2",
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|
"to": "ollama-cloud/qwen3-coder:480b",
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|
"reason": "Qwen3-Coder optimized for Go development",
|
|
"source": "git"
|
|
}
|
|
],
|
|
"performance_log": []
|
|
},
|
|
"sdet-engineer": {
|
|
"current": {
|
|
"description": "Writes tests following TDD methodology. Tests MUST fail initially (Red phase)",
|
|
"mode": "all",
|
|
"model": "ollama-cloud/qwen3-coder:480b",
|
|
"provider": "Ollama",
|
|
"variant": "thinking",
|
|
"color": "\"#8B5CF6\"",
|
|
"category": "General",
|
|
"capabilities": [
|
|
"unit_tests",
|
|
"integration_tests",
|
|
"e2e_tests",
|
|
"test_planning",
|
|
"visual_regression"
|
|
]
|
|
},
|
|
"history": [],
|
|
"performance_log": []
|
|
},
|
|
"code-skeptic": {
|
|
"current": {
|
|
"description": "Adversarial code reviewer. Finds problems and issues. Does NOT suggest implementations",
|
|
"mode": "subagent",
|
|
"model": "ollama-cloud/minimax-m2.5",
|
|
"provider": "Ollama",
|
|
"color": "\"#E11D48\"",
|
|
"category": "General",
|
|
"capabilities": [
|
|
"code_review",
|
|
"security_review",
|
|
"style_check",
|
|
"issue_identification"
|
|
]
|
|
},
|
|
"history": [],
|
|
"performance_log": []
|
|
},
|
|
"security-auditor": {
|
|
"current": {
|
|
"description": "Scans for security vulnerabilities, OWASP Top 10, dependency CVEs, and hardcoded secrets",
|
|
"mode": "all",
|
|
"model": "ollama-cloud/nemotron-3-super",
|
|
"provider": "Ollama",
|
|
"color": "\"#7F1D1D\"",
|
|
"category": "General",
|
|
"capabilities": [
|
|
"vulnerability_scan",
|
|
"owasp_check",
|
|
"secret_detection",
|
|
"auth_review"
|
|
]
|
|
},
|
|
"history": [
|
|
{
|
|
"date": "2026-04-05T05:21:00Z",
|
|
"commit": "caf77f53c8",
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|
"type": "model_change",
|
|
"from": "ollama-cloud/deepseek-v3.2",
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|
"to": "ollama-cloud/nemotron-3-super",
|
|
"reason": "Nemotron 3 Super optimized for security analysis with RULER@1M",
|
|
"source": "git"
|
|
}
|
|
],
|
|
"performance_log": []
|
|
},
|
|
"performance-engineer": {
|
|
"current": {
|
|
"description": "Reviews code for performance issues. Focuses on efficiency, N+1 queries, memory leaks, and algorithmic complexity",
|
|
"mode": "all",
|
|
"model": "ollama-cloud/nemotron-3-super",
|
|
"provider": "Ollama",
|
|
"color": "\"#0D9488\"",
|
|
"category": "General",
|
|
"capabilities": [
|
|
"performance_analysis",
|
|
"n_plus_one_detection",
|
|
"memory_leak_check",
|
|
"algorithm_analysis"
|
|
]
|
|
},
|
|
"history": [
|
|
{
|
|
"date": "2026-04-05T05:21:00Z",
|
|
"commit": "caf77f53c8",
|
|
"type": "model_change",
|
|
"from": "ollama-cloud/gpt-oss:120b",
|
|
"to": "ollama-cloud/nemotron-3-super",
|
|
"reason": "Better reasoning for performance analysis",
|
|
"source": "git"
|
|
}
|
|
],
|
|
"performance_log": []
|
|
},
|
|
"browser-automation": {
|
|
"current": {
|
|
"description": "Browser automation agent using Playwright MCP for E2E testing, form filling, navigation, and web interaction",
|
|
"mode": "subagent",
|
|
"model": "ollama-cloud/qwen3-coder:480b",
|
|
"provider": "Ollama",
|
|
"color": "\"#1E88E5\"",
|
|
"category": "General",
|
|
"capabilities": [
|
|
"e2e_browser_tests",
|
|
"form_filling",
|
|
"navigation_testing",
|
|
"screenshot_capture"
|
|
]
|
|
},
|
|
"history": [],
|
|
"performance_log": []
|
|
},
|
|
"visual-tester": {
|
|
"current": {
|
|
"description": "Visual regression testing agent that captures screenshots, extracts UI elements with bounding boxes, compares via pixelmatch, and detects console/network errors",
|
|
"mode": "subagent",
|
|
"model": "ollama-cloud/qwen3-coder:480b",
|
|
"provider": "Ollama",
|
|
"color": "\"#E91E63\"",
|
|
"category": "General",
|
|
"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"
|
|
]
|
|
},
|
|
"history": [],
|
|
"performance_log": []
|
|
},
|
|
"system-analyst": {
|
|
"current": {
|
|
"description": "Designs technical specifications, data schemas, and API contracts before implementation",
|
|
"mode": "subagent",
|
|
"model": "ollama-cloud/glm-5.1",
|
|
"provider": "Ollama",
|
|
"variant": "thinking",
|
|
"color": "\"#0891B2\"",
|
|
"category": "General",
|
|
"capabilities": [
|
|
"architecture_design",
|
|
"api_specification",
|
|
"database_modeling",
|
|
"technical_documentation"
|
|
]
|
|
},
|
|
"history": [
|
|
{
|
|
"date": "2026-04-05T05:21:00Z",
|
|
"commit": "caf77f53c8",
|
|
"type": "model_change",
|
|
"from": "ollama-cloud/gpt-oss:120b",
|
|
"to": "ollama-cloud/glm-5",
|
|
"reason": "GLM-5 better for system engineering and architecture",
|
|
"source": "git"
|
|
},
|
|
{
|
|
"date": "2026-04-23T06:24:32.546Z",
|
|
"commit": "sync",
|
|
"type": "model_change",
|
|
"from": "ollama-cloud/glm-5",
|
|
"to": "ollama-cloud/glm-5.1",
|
|
"reason": "Model update from sync",
|
|
"source": "git"
|
|
}
|
|
],
|
|
"performance_log": []
|
|
},
|
|
"requirement-refiner": {
|
|
"current": {
|
|
"description": "Converts vague ideas and bug reports into strict User Stories with acceptance criteria checklists",
|
|
"mode": "all",
|
|
"model": "ollama-cloud/glm-5.1",
|
|
"provider": "Ollama",
|
|
"variant": "thinking",
|
|
"color": "\"#4F46E5\"",
|
|
"category": "General",
|
|
"capabilities": [
|
|
"requirement_analysis",
|
|
"user_story_creation",
|
|
"acceptance_criteria",
|
|
"clarification"
|
|
]
|
|
},
|
|
"history": [
|
|
{
|
|
"date": "2026-04-05T22:30:00Z",
|
|
"commit": "auto",
|
|
"type": "model_change",
|
|
"from": "ollama-cloud/nemotron-3-super",
|
|
"to": "ollama-cloud/glm-5",
|
|
"reason": "+33% quality. GLM-5 excels at requirement analysis and system engineering",
|
|
"source": "research"
|
|
},
|
|
{
|
|
"date": "2026-04-23T06:24:32.546Z",
|
|
"commit": "sync",
|
|
"type": "model_change",
|
|
"from": "ollama-cloud/glm-5",
|
|
"to": "ollama-cloud/glm-5.1",
|
|
"reason": "Model update from sync",
|
|
"source": "git"
|
|
}
|
|
],
|
|
"performance_log": []
|
|
},
|
|
"history-miner": {
|
|
"current": {
|
|
"description": "Analyzes git history to find duplicates and past solutions, preventing regression and duplicate work",
|
|
"mode": "subagent",
|
|
"model": "ollama-cloud/nemotron-3-super",
|
|
"provider": "Ollama",
|
|
"color": "\"#059669\"",
|
|
"category": "General",
|
|
"capabilities": [
|
|
"git_search",
|
|
"duplicate_detection",
|
|
"past_solution_finder",
|
|
"pattern_identification"
|
|
]
|
|
},
|
|
"history": [
|
|
{
|
|
"date": "2026-04-23T06:24:32.546Z",
|
|
"commit": "sync",
|
|
"type": "model_change",
|
|
"from": "ollama-cloud/glm-5",
|
|
"to": "ollama-cloud/nemotron-3-super",
|
|
"reason": "Model update from sync",
|
|
"source": "git"
|
|
}
|
|
],
|
|
"performance_log": []
|
|
},
|
|
"capability-analyst": {
|
|
"current": {
|
|
"description": "Analyzes task requirements against available agents, workflows, and skills. Identifies gaps and recommends new components.",
|
|
"mode": "subagent",
|
|
"model": "ollama-cloud/glm-5.1",
|
|
"provider": "Ollama",
|
|
"color": "\"#6366F1\"",
|
|
"category": "General",
|
|
"capabilities": [
|
|
"gap_analysis",
|
|
"capability_mapping",
|
|
"recommendation_generation",
|
|
"coverage_analysis"
|
|
]
|
|
},
|
|
"history": [
|
|
{
|
|
"date": "2026-04-05T22:30:00Z",
|
|
"commit": "auto",
|
|
"type": "model_change",
|
|
"from": "ollama-cloud/nemotron-3-super",
|
|
"to": "openrouter/qwen/qwen3.6-plus:free",
|
|
"reason": "+23% quality, IF:90 score, 1M context, FREE via OpenRouter",
|
|
"source": "research"
|
|
},
|
|
{
|
|
"date": "2026-04-23T06:24:32.546Z",
|
|
"commit": "sync",
|
|
"type": "model_change",
|
|
"from": "openrouter/qwen/qwen3.6-plus:free",
|
|
"to": "ollama-cloud/glm-5.1",
|
|
"reason": "Model update from sync",
|
|
"source": "git"
|
|
}
|
|
],
|
|
"performance_log": []
|
|
},
|
|
"orchestrator": {
|
|
"current": {
|
|
"description": "Main dispatcher. Routes tasks between agents based on Issue status and manages the workflow state machine. IF:90 for optimal routing accuracy.",
|
|
"mode": "all",
|
|
"model": "ollama-cloud/glm-5.1",
|
|
"provider": "Ollama",
|
|
"variant": "thinking",
|
|
"color": "\"#7C3AED\"",
|
|
"category": "General",
|
|
"capabilities": [
|
|
"task_routing",
|
|
"state_management",
|
|
"agent_coordination",
|
|
"workflow_execution"
|
|
]
|
|
},
|
|
"history": [
|
|
{
|
|
"date": "2026-04-23T06:24:32.546Z",
|
|
"commit": "sync",
|
|
"type": "model_change",
|
|
"from": "ollama-cloud/glm-5",
|
|
"to": "ollama-cloud/glm-5.1",
|
|
"reason": "Model update from sync",
|
|
"source": "git"
|
|
}
|
|
],
|
|
"performance_log": []
|
|
},
|
|
"release-manager": {
|
|
"current": {
|
|
"description": "Manages git operations, semantic versioning, branching, and deployments. Ensures clean history",
|
|
"mode": "subagent",
|
|
"model": "ollama-cloud/glm-5.1",
|
|
"provider": "Ollama",
|
|
"color": "\"#581C87\"",
|
|
"category": "General",
|
|
"capabilities": [
|
|
"git_operations",
|
|
"version_management",
|
|
"changelog_creation",
|
|
"deployment"
|
|
]
|
|
},
|
|
"history": [
|
|
{
|
|
"date": "2026-04-23T06:24:32.546Z",
|
|
"commit": "sync",
|
|
"type": "model_change",
|
|
"from": "ollama-cloud/devstral-2:123b",
|
|
"to": "ollama-cloud/glm-5.1",
|
|
"reason": "Model update from sync",
|
|
"source": "git"
|
|
}
|
|
],
|
|
"performance_log": []
|
|
},
|
|
"evaluator": {
|
|
"current": {
|
|
"description": "Scores agent effectiveness after task completion for continuous improvement",
|
|
"mode": "subagent",
|
|
"model": "ollama-cloud/glm-5.1",
|
|
"provider": "Ollama",
|
|
"variant": "thinking",
|
|
"color": "\"#047857\"",
|
|
"category": "General",
|
|
"capabilities": [
|
|
"performance_scoring",
|
|
"process_analysis",
|
|
"pattern_identification",
|
|
"improvement_recommendations"
|
|
]
|
|
},
|
|
"history": [
|
|
{
|
|
"date": "2026-04-05T05:21:00Z",
|
|
"commit": "caf77f53c8",
|
|
"type": "model_change",
|
|
"from": "ollama-cloud/gpt-oss:120b",
|
|
"to": "ollama-cloud/nemotron-3-super",
|
|
"reason": "Nemotron 3 Super better for evaluation tasks",
|
|
"source": "git"
|
|
},
|
|
{
|
|
"date": "2026-04-05T22:30:00Z",
|
|
"commit": "auto",
|
|
"type": "model_change",
|
|
"from": "ollama-cloud/nemotron-3-super",
|
|
"to": "openrouter/qwen/qwen3.6-plus:free",
|
|
"reason": "+4% quality, IF:90 for scoring accuracy, FREE",
|
|
"source": "research"
|
|
},
|
|
{
|
|
"date": "2026-04-23T06:24:32.546Z",
|
|
"commit": "sync",
|
|
"type": "model_change",
|
|
"from": "openrouter/qwen/qwen3.6-plus:free",
|
|
"to": "ollama-cloud/glm-5.1",
|
|
"reason": "Model update from sync",
|
|
"source": "git"
|
|
}
|
|
],
|
|
"performance_log": []
|
|
},
|
|
"prompt-optimizer": {
|
|
"current": {
|
|
"description": "Improves agent system prompts based on performance failures. Meta-learner for prompt optimization",
|
|
"mode": "subagent",
|
|
"model": "ollama-cloud/glm-5.1",
|
|
"provider": "Ollama",
|
|
"variant": "instant",
|
|
"color": "\"#BE185D\"",
|
|
"category": "General",
|
|
"capabilities": [
|
|
"prompt_analysis",
|
|
"prompt_improvement",
|
|
"failure_pattern_detection"
|
|
]
|
|
},
|
|
"history": [
|
|
{
|
|
"date": "2026-04-05T05:21:00Z",
|
|
"commit": "caf77f53c8",
|
|
"type": "model_change",
|
|
"from": "openrouter/qwen/qwen3.6-plus:free",
|
|
"to": "ollama-cloud/nemotron-3-super",
|
|
"reason": "Research recommendation applied",
|
|
"source": "git"
|
|
},
|
|
{
|
|
"date": "2026-04-23T06:24:32.546Z",
|
|
"commit": "sync",
|
|
"type": "model_change",
|
|
"from": "ollama-cloud/nemotron-3-super",
|
|
"to": "ollama-cloud/glm-5.1",
|
|
"reason": "Model update from sync",
|
|
"source": "git"
|
|
}
|
|
],
|
|
"performance_log": []
|
|
},
|
|
"the-fixer": {
|
|
"current": {
|
|
"description": "Iteratively fixes bugs based on specific error reports and test failures",
|
|
"mode": "all",
|
|
"model": "ollama-cloud/minimax-m2.5",
|
|
"provider": "Ollama",
|
|
"color": "\"#F59E0B\"",
|
|
"category": "General",
|
|
"capabilities": [
|
|
"bug_fixing",
|
|
"issue_resolution",
|
|
"code_correction"
|
|
]
|
|
},
|
|
"history": [],
|
|
"performance_log": []
|
|
},
|
|
"product-owner": {
|
|
"current": {
|
|
"description": "Manages issue checklists, status labels, tracks progress and coordinates with human users",
|
|
"mode": "subagent",
|
|
"model": "ollama-cloud/glm-5.1",
|
|
"provider": "Ollama",
|
|
"color": "\"#EA580C\"",
|
|
"category": "General",
|
|
"capabilities": [
|
|
"issue_management",
|
|
"prioritization",
|
|
"backlog_management",
|
|
"workflow_completion"
|
|
]
|
|
},
|
|
"history": [
|
|
{
|
|
"date": "2026-04-05T05:21:00Z",
|
|
"commit": "caf77f53c8",
|
|
"type": "model_change",
|
|
"from": "openrouter/qwen/qwen3.6-plus:free",
|
|
"to": "ollama-cloud/glm-5",
|
|
"reason": "GLM-5 good for management tasks",
|
|
"source": "git"
|
|
},
|
|
{
|
|
"date": "2026-04-23T06:24:32.546Z",
|
|
"commit": "sync",
|
|
"type": "model_change",
|
|
"from": "ollama-cloud/glm-5",
|
|
"to": "ollama-cloud/glm-5.1",
|
|
"reason": "Model update from sync",
|
|
"source": "git"
|
|
}
|
|
],
|
|
"performance_log": []
|
|
},
|
|
"workflow-architect": {
|
|
"current": {
|
|
"description": "Creates and maintains workflow definitions with complete architecture, Gitea integration, and quality gates",
|
|
"mode": "subagent",
|
|
"model": "ollama-cloud/glm-5.1",
|
|
"provider": "Ollama",
|
|
"variant": "thinking",
|
|
"color": "\"#EC4899\"",
|
|
"category": "General",
|
|
"capabilities": [
|
|
"workflow_design",
|
|
"process_definition",
|
|
"automation_setup"
|
|
]
|
|
},
|
|
"history": [
|
|
{
|
|
"date": "2026-04-23T06:24:32.546Z",
|
|
"commit": "sync",
|
|
"type": "model_change",
|
|
"from": "ollama-cloud/glm-5",
|
|
"to": "ollama-cloud/glm-5.1",
|
|
"reason": "Model update from sync",
|
|
"source": "git"
|
|
}
|
|
],
|
|
"performance_log": []
|
|
},
|
|
"markdown-validator": {
|
|
"current": {
|
|
"description": "Validates and corrects Markdown descriptions for Gitea issues",
|
|
"mode": "subagent",
|
|
"model": "ollama-cloud/nemotron-3-nano:30b",
|
|
"provider": "Ollama",
|
|
"color": "\"#F97316\"",
|
|
"category": "General",
|
|
"capabilities": [
|
|
"markdown_validation",
|
|
"formatting_check",
|
|
"link_validation"
|
|
]
|
|
},
|
|
"history": [
|
|
{
|
|
"date": "2026-04-05T05:21:00Z",
|
|
"commit": "caf77f53c8",
|
|
"type": "model_change",
|
|
"from": "openrouter/qwen/qwen3.6-plus:free",
|
|
"to": "ollama-cloud/nemotron-3-nano:30b",
|
|
"reason": "Nano efficient for lightweight validation tasks",
|
|
"source": "git"
|
|
}
|
|
],
|
|
"performance_log": []
|
|
},
|
|
"agent-architect": {
|
|
"current": {
|
|
"name": "Agent Architect",
|
|
"mode": "subagent",
|
|
"model": "ollama-cloud/glm-5.1",
|
|
"provider": "Ollama",
|
|
"variant": "thinking",
|
|
"description": "Creates, modifies, and reviews new agents, workflows, and skills based on capability gap analysis",
|
|
"color": "\"#8B5CF6\"",
|
|
"category": "General",
|
|
"capabilities": [
|
|
"agent_design",
|
|
"prompt_engineering",
|
|
"capability_definition"
|
|
]
|
|
},
|
|
"history": [
|
|
{
|
|
"date": "2026-04-05T22:30:00Z",
|
|
"commit": "auto",
|
|
"type": "model_change",
|
|
"from": "ollama-cloud/nemotron-3-super",
|
|
"to": "openrouter/qwen/qwen3.6-plus:free",
|
|
"reason": "+22% quality, IF:90 for YAML frontmatter generation, 1M context for all agents analysis",
|
|
"source": "research"
|
|
},
|
|
{
|
|
"date": "2026-04-23T06:24:32.546Z",
|
|
"commit": "sync",
|
|
"type": "model_change",
|
|
"from": "openrouter/qwen/qwen3.6-plus:free",
|
|
"to": "ollama-cloud/glm-5.1",
|
|
"reason": "Model update from sync",
|
|
"source": "git"
|
|
}
|
|
],
|
|
"performance_log": []
|
|
},
|
|
"planner": {
|
|
"current": {
|
|
"description": "Advanced task planner using Chain of Thought, Tree of Thoughts, and Plan-Execute-Reflect",
|
|
"mode": "subagent",
|
|
"model": "ollama-cloud/nemotron-3-super",
|
|
"provider": "Ollama",
|
|
"color": "\"#F59E0B\"",
|
|
"category": "General",
|
|
"capabilities": [
|
|
"task_decomposition",
|
|
"chain_of_thought",
|
|
"tree_of_thoughts",
|
|
"plan_execute_reflect",
|
|
"dependency_analysis"
|
|
]
|
|
},
|
|
"history": [
|
|
{
|
|
"date": "2026-04-05T05:21:00Z",
|
|
"commit": "caf77f53c8",
|
|
"type": "model_change",
|
|
"from": "ollama-cloud/gpt-oss:120b",
|
|
"to": "ollama-cloud/nemotron-3-super",
|
|
"reason": "Nemotron 3 Super excels at planning",
|
|
"source": "git"
|
|
}
|
|
],
|
|
"performance_log": []
|
|
},
|
|
"reflector": {
|
|
"current": {
|
|
"description": "Self-reflection agent using Reflexion pattern - learns from mistakes",
|
|
"mode": "subagent",
|
|
"model": "ollama-cloud/nemotron-3-super",
|
|
"provider": "Ollama",
|
|
"color": "\"#10B981\"",
|
|
"category": "General",
|
|
"capabilities": [
|
|
"self_reflection",
|
|
"mistake_analysis",
|
|
"lesson_extraction",
|
|
"trajectory_analysis",
|
|
"heuristic_evaluation"
|
|
]
|
|
},
|
|
"history": [
|
|
{
|
|
"date": "2026-04-05T05:21:00Z",
|
|
"commit": "caf77f53c8",
|
|
"type": "model_change",
|
|
"from": "ollama-cloud/gpt-oss:120b",
|
|
"to": "ollama-cloud/nemotron-3-super",
|
|
"reason": "Better for reflection tasks",
|
|
"source": "git"
|
|
}
|
|
],
|
|
"performance_log": []
|
|
},
|
|
"memory-manager": {
|
|
"current": {
|
|
"description": "Manages agent memory systems - short-term (context), long-term (vector store), and episodic (experiences)",
|
|
"mode": "subagent",
|
|
"model": "ollama-cloud/nemotron-3-super",
|
|
"provider": "Ollama",
|
|
"color": "\"#8B5CF6\"",
|
|
"category": "General",
|
|
"capabilities": [
|
|
"memory_retrieval",
|
|
"memory_storage",
|
|
"memory_consolidation",
|
|
"relevance_scoring",
|
|
"episodic_management"
|
|
]
|
|
},
|
|
"history": [
|
|
{
|
|
"date": "2026-04-05T05:21:00Z",
|
|
"commit": "caf77f53c8",
|
|
"type": "model_change",
|
|
"from": "ollama-cloud/gpt-oss:120b",
|
|
"to": "ollama-cloud/nemotron-3-super",
|
|
"reason": "RULER@1M critical for memory ctx",
|
|
"source": "git"
|
|
}
|
|
],
|
|
"performance_log": []
|
|
},
|
|
"devops-engineer": {
|
|
"current": {
|
|
"description": "DevOps specialist for Docker, Kubernetes, CI/CD pipeline automation, and infrastructure management",
|
|
"mode": "subagent",
|
|
"model": "ollama-cloud/nemotron-3-super",
|
|
"provider": "Ollama",
|
|
"color": "\"#FF6B35\"",
|
|
"category": "General",
|
|
"capabilities": [
|
|
"docker_configuration",
|
|
"kubernetes_setup",
|
|
"ci_cd_pipeline",
|
|
"infrastructure_automation",
|
|
"container_optimization"
|
|
]
|
|
},
|
|
"history": [],
|
|
"performance_log": []
|
|
},
|
|
"flutter-developer": {
|
|
"current": {
|
|
"description": "Flutter mobile specialist for cross-platform apps, state management, and UI components",
|
|
"mode": "subagent",
|
|
"model": "ollama-cloud/qwen3-coder:480b",
|
|
"provider": "Ollama",
|
|
"color": "\"#02569B\"",
|
|
"category": "General",
|
|
"capabilities": [
|
|
"dart_programming",
|
|
"flutter_ui",
|
|
"mobile_app_development",
|
|
"widget_creation",
|
|
"state_management"
|
|
]
|
|
},
|
|
"history": [
|
|
{
|
|
"date": "2026-04-05T15:00:00Z",
|
|
"commit": "af5f401",
|
|
"type": "agent_created",
|
|
"from": null,
|
|
"to": "ollama-cloud/qwen3-coder:480b",
|
|
"reason": "New agent for Flutter development",
|
|
"source": "git"
|
|
}
|
|
],
|
|
"performance_log": []
|
|
},
|
|
"architect-indexer": {
|
|
"current": {
|
|
"description": "Indexes and maps project codebase architecture into .architect/ directory. Creates and maintains structured documentation of entities, APIs, DB schema, file graphs, and conventions.",
|
|
"mode": "subagent",
|
|
"model": "ollama-cloud/glm-5.1",
|
|
"provider": "Ollama",
|
|
"variant": "thinking",
|
|
"color": "\"#10B981\"",
|
|
"category": "General",
|
|
"capabilities": [
|
|
"codebase_indexing",
|
|
"project_mapping",
|
|
"architecture_documentation",
|
|
"dependency_analysis",
|
|
"entity_extraction",
|
|
"api_surface_discovery",
|
|
"convention_detection",
|
|
"staleness_detection"
|
|
]
|
|
},
|
|
"history": [],
|
|
"performance_log": []
|
|
},
|
|
"php-developer": {
|
|
"current": {
|
|
"description": "PHP backend specialist for Laravel, Symfony, WordPress, and full-stack web applications",
|
|
"mode": "subagent",
|
|
"model": "ollama-cloud/qwen3-coder:480b",
|
|
"provider": "Ollama",
|
|
"variant": "thinking",
|
|
"color": "\"#8B5CF6\"",
|
|
"category": "General",
|
|
"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"
|
|
]
|
|
},
|
|
"history": [],
|
|
"performance_log": []
|
|
},
|
|
"pipeline-judge": {
|
|
"current": {
|
|
"description": "Automated pipeline judge. Evaluates workflow execution by running tests, measuring token cost and wall-clock time. Produces objective fitness scores. Never writes code - only measures and scores.",
|
|
"mode": "subagent",
|
|
"model": "ollama-cloud/glm-5.1",
|
|
"provider": "Ollama",
|
|
"color": "\"#DC2626\"",
|
|
"category": "General",
|
|
"capabilities": [
|
|
"test_execution",
|
|
"fitness_scoring",
|
|
"metric_collection",
|
|
"bottleneck_detection"
|
|
]
|
|
},
|
|
"history": [
|
|
{
|
|
"date": "2026-04-06T00:23:50 +0100Z",
|
|
"commit": "fa68141d",
|
|
"type": "agent_created",
|
|
"from": null,
|
|
"to": "",
|
|
"reason": "feat: add pipeline-judge agent and evolution workflow system",
|
|
"source": "git"
|
|
}
|
|
],
|
|
"performance_log": []
|
|
},
|
|
"python-developer": {
|
|
"current": {
|
|
"description": "Python backend specialist for Django, FastAPI, data science, and API development",
|
|
"mode": "subagent",
|
|
"model": "ollama-cloud/qwen3-coder:480b",
|
|
"provider": "Ollama",
|
|
"variant": "thinking",
|
|
"color": "\"#3776AB\"",
|
|
"category": "General",
|
|
"capabilities": [
|
|
"python_web_development",
|
|
"django_development",
|
|
"fastapi_development",
|
|
"python_api_development",
|
|
"python_database_design",
|
|
"python_authentication",
|
|
"python_async_patterns",
|
|
"python_testing",
|
|
"python_security"
|
|
]
|
|
},
|
|
"history": [],
|
|
"performance_log": []
|
|
}
|
|
},
|
|
"providers": {
|
|
"Ollama": {
|
|
"models": []
|
|
},
|
|
"OpenRouter": {
|
|
"models": []
|
|
},
|
|
"Groq": {
|
|
"models": []
|
|
}
|
|
},
|
|
"evolution_metrics": {
|
|
"total_agents": 32,
|
|
"agents_with_history": 22,
|
|
"pending_recommendations": 0,
|
|
"last_sync": "2026-04-23T06:24:32.546Z",
|
|
"sync_sources": [
|
|
"git",
|
|
"capability-index.yaml",
|
|
"kilo.jsonc"
|
|
]
|
|
}
|
|
} |