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APAW/agent-evolution/data/agent-versions.json
Deploy Bot 047a87afb4 feat(agent-models): apply MEDIUM+LOW priority model migrations 
- markdown-validator: deepseek-v4-pro-max → nemotron-3-nano (90% cost cut)
- release-manager: glm-5.1 → kimi-k2.6 (+2 matrix, 1M context for diffs)
- capability-analyst: glm-5.1 → deepseek-v4-pro-max (+4 matrix, 1M ctx)
- browser-automation: qwen3-coder → deepseek-v4-flash (3× faster inference)
- history-miner: nemotron-3-super → qwen3.5-122b (+14 IF, 12.4M pulls)
2026-05-25 15:07:17 +01:00

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{
"version": "1.0.0",
"lastUpdated": "2026-05-25T13:37:20.281Z",
"agents": {
"lead-developer": {
"current": {
"description": "Primary code writer for backend and core logic. Writes implementation to pass tests (GNS-2 Tier 1)",
"mode": "subagent",
"model": "ollama-cloud/qwen3-coder:480b",
"provider": "Ollama",
"variant": "thinking",
"color": "\"#DC2626\"",
"category": "General",
"capabilities": []
},
"history": [
{
"date": "2026-04-05T05:21:00Z",
"commit": "caf77f53c8",
"type": "model_change",
"from": null,
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "Initial configuration",
"source": "git"
},
{
"date": "2026-04-27T16:56:09Z",
"commit": "model-research-sync",
"type": "model_change",
"from": "ollama-cloud/qwen3-coder:480b",
"to": "ollama-cloud/nemotron-3-super",
"reason": "Nemotron 3 Super has better reasoning",
"source": "research"
},
{
"date": "2026-05-24T01:00:00Z",
"commit": "ollama-cloud-consolidation",
"type": "model_change",
"from": "ollama-cloud/nemotron-3-super",
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "Reverted to qwen3-coder: SWE-bench 66.5% is coding-benchmark standard. Matrix score 92 vs nemotron 70.",
"source": "orchestrator-analysis"
}
],
"performance_log": []
},
"frontend-developer": {
"current": {
"description": "Handles UI implementation with multimodal capabilities. Accepts visual references like screenshots and mockups (GNS-2 Tier 1)",
"mode": "all",
"model": "ollama-cloud/minimax-m2.5",
"provider": "Ollama",
"color": "\"#0EA5E9\"",
"category": "General",
"capabilities": []
},
"history": [
{
"date": "2026-04-05T05:21:00Z",
"commit": "af5f401",
"type": "agent_created",
"from": null,
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "Flutter development support added",
"source": "git"
},
{
"date": "2026-04-27T17:00:00Z",
"commit": "model-research-sync",
"type": "model_change",
"from": "ollama-cloud/qwen3-coder:480b",
"to": "ollama-cloud/minimax-m2.5",
"reason": "Matrix score 92 for frontend on M2.5. SWE-bench 80.2%.",
"source": "research"
}
],
"performance_log": []
},
"backend-developer": {
"current": {
"description": "Backend specialist for Node.js, Express, APIs, and database integration (GNS-2 Tier 1)",
"mode": "subagent",
"model": "ollama-cloud/qwen3-coder:480b",
"provider": "Ollama",
"color": "\"#10B981\"",
"category": "General",
"capabilities": []
},
"history": [],
"performance_log": []
},
"go-developer": {
"current": {
"description": "Go backend specialist for Gin, Echo, APIs, and database integration (GNS-2 Tier 1)",
"mode": "subagent",
"model": "ollama-cloud/deepseek-v4-pro-max",
"provider": "Ollama",
"color": "\"#00ADD8\"",
"category": "General",
"capabilities": []
},
"history": [
{
"date": "2026-04-05T05:21:00Z",
"commit": "caf77f53c8",
"type": "model_change",
"from": "ollama-cloud/deepseek-v3.2",
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "Qwen3-Coder optimized for Go",
"source": "git"
},
{
"date": "2026-04-27T17:00:00Z",
"commit": "model-research-sync",
"type": "model_change",
"from": "ollama-cloud/qwen3-coder:480b",
"to": "ollama-cloud/deepseek-v4-pro-max",
"reason": "Matrix score 88 for go-dev on V4-Pro. DeepSeek traditionally strong in Go/Rust.",
"source": "research"
}
],
"performance_log": []
},
"sdet-engineer": {
"current": {
"description": "Writes tests following TDD methodology. Tests MUST fail initially (Red phase) (GNS-2 Tier 1)",
"mode": "all",
"model": "ollama-cloud/qwen3-coder:480b",
"provider": "Ollama",
"variant": "thinking",
"color": "\"#8B5CF6\"",
"category": "General",
"capabilities": []
},
"history": [],
"performance_log": []
},
"code-skeptic": {
"current": {
"description": "Adversarial code reviewer. Finds problems and issues. Does NOT suggest implementations (GNS-2 Tier 0)",
"mode": "subagent",
"model": "ollama-cloud/minimax-m2.5",
"provider": "Ollama",
"color": "\"#E11D48\"",
"category": "General",
"capabilities": []
},
"history": [],
"performance_log": []
},
"security-auditor": {
"current": {
"description": "Scans for security vulnerabilities, OWASP Top 10, dependency CVEs, and hardcoded secrets (GNS-2 Tier 0)",
"mode": "subagent",
"model": "ollama-cloud/deepseek-v4-pro-max",
"provider": "Ollama",
"color": "\"#DC2626\"",
"category": "General",
"capabilities": []
},
"history": [
{
"date": "2026-04-05T05:21:00Z",
"commit": "caf77f53c8",
"type": "model_change",
"from": "ollama-cloud/deepseek-v3.2",
"to": "ollama-cloud/nemotron-3-super",
"reason": "Nemotron 3 Super optimized for security analysis",
"source": "git"
},
{
"date": "2026-05-24T01:00:00Z",
"commit": "ollama-cloud-consolidation",
"type": "model_change",
"from": "ollama-cloud/nemotron-3-super",
"to": "ollama-cloud/deepseek-v4-pro-max",
"reason": "V4-Pro Max matrix=80 vs nemotron=76. SWE-V 80.6, 1M context.",
"source": "orchestrator-analysis"
}
],
"performance_log": []
},
"performance-engineer": {
"current": {
"description": "Reviews code for performance issues. Focuses on efficiency, N+1 queries, memory leaks, and algorithmic complexity (GNS-2 Tier 0)",
"mode": "all",
"model": "ollama-cloud/deepseek-v4-pro-max",
"provider": "Ollama",
"color": "\"#0D9488\"",
"category": "General",
"capabilities": []
},
"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"
},
{
"date": "2026-05-24T01:00:00Z",
"commit": "ollama-cloud-consolidation",
"type": "model_change",
"from": "ollama-cloud/nemotron-3-super",
"to": "ollama-cloud/deepseek-v4-pro-max",
"reason": "Matrix=84 for perf-engineer on V4-Pro. GPQA 90.1 for reasoning.",
"source": "orchestrator-analysis"
}
],
"performance_log": []
},
"browser-automation": {
"current": {
"description": "Browser automation agent using Playwright MCP for E2E testing, form filling, navigation, and web interaction (GNS-2 Tier 0)",
"mode": "subagent",
"model": "ollama-cloud/qwen3-coder:480b",
"provider": "Ollama",
"color": "\"#1E88E5\"",
"category": "General",
"capabilities": []
},
"history": [],
"performance_log": []
},
"visual-tester": {
"current": {
"description": "Visual regression testing agent that compares screenshots and detects UI differences using pixelmatch and image diff (GNS-2 Tier 0)",
"mode": "subagent",
"model": "ollama-cloud/qwen3-coder:480b",
"provider": "Ollama",
"color": "\"#E91E63\"",
"category": "General",
"capabilities": []
},
"history": [],
"performance_log": []
},
"system-analyst": {
"current": {
"description": "Designs technical specifications, data schemas, and API contracts before implementation (GNS-2 Tier 1)",
"mode": "subagent",
"model": "ollama-cloud/deepseek-v4-pro-max",
"provider": "Ollama",
"color": "\"#0891B2\"",
"category": "General",
"capabilities": []
},
"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",
"source": "git"
},
{
"date": "2026-04-23T06:24:32Z",
"commit": "sync",
"type": "model_change",
"from": "ollama-cloud/glm-5",
"to": "ollama-cloud/glm-5.1",
"reason": "Model update from sync",
"source": "git"
},
{
"date": "2026-04-27T16:59:52Z",
"commit": "model-research-sync",
"type": "model_change",
"from": "ollama-cloud/glm-5.1",
"to": "ollama-cloud/nemotron-3-super",
"reason": "Test recommendation for model research sync script",
"source": "research"
},
{
"date": "2026-05-24T01:00:00Z",
"commit": "ollama-cloud-consolidation",
"type": "model_change",
"from": "ollama-cloud/nemotron-3-super",
"to": "ollama-cloud/glm-5.1",
"reason": "Reverted: GLM-5.1 Arena ELO 1451, instruction following ~90. Standardization with 12 other agents.",
"source": "orchestrator-analysis"
},
{
"date": "2026-05-25T13:37:20.281Z",
"commit": "sync",
"type": "model_change",
"from": "ollama-cloud/glm-5.1",
"to": "ollama-cloud/deepseek-v4-pro-max",
"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 (GNS-2 Tier 1)",
"mode": "all",
"model": "ollama-cloud/kimi-k2-thinking",
"provider": "Ollama",
"variant": "thinking",
"color": "\"#4F46E5\"",
"category": "General"
},
"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",
"source": "research"
},
{
"date": "2026-04-23T06:24:32Z",
"commit": "sync",
"type": "model_change",
"from": "ollama-cloud/glm-5",
"to": "ollama-cloud/glm-5.1",
"reason": "Model update from sync",
"source": "git"
},
{
"date": "2026-05-24T01:00:00Z",
"commit": "ollama-cloud-consolidation",
"type": "model_change",
"from": "ollama-cloud/glm-5.1",
"to": "ollama-cloud/kimi-k2.6",
"reason": "kimi-k2.6 IF=91 highest, multimodal for mockup understanding. Matrix ~88-90 for req-refiner.",
"source": "orchestrator-analysis"
},
{
"date": "2026-05-23T23:35:02.184Z",
"commit": "sync",
"type": "model_change",
"from": "ollama-cloud/kimi-k2.6",
"to": "ollama-cloud/kimi-k2-thinking",
"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 (GNS-2 Tier 0)",
"mode": "subagent",
"model": "ollama-cloud/nemotron-3-super",
"provider": "Ollama",
"color": "\"#059669\"",
"category": "General"
},
"history": [
{
"date": "2026-04-23T06:24:32Z",
"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. Tier 2 meta-agent with self-cascade enabled.",
"mode": "subagent",
"model": "ollama-cloud/glm-5.1",
"provider": "Ollama",
"color": "\"#6366F1\"",
"category": "General",
"capabilities": []
},
"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, FREE via OpenRouter",
"source": "research"
},
{
"date": "2026-04-23T06:24:32Z",
"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. (GNS-2 Tier 1)",
"mode": "all",
"model": "ollama-cloud/kimi-k2.6",
"provider": "Ollama",
"variant": "thinking",
"color": "\"#7C3AED\"",
"category": "General",
"capabilities": []
},
"history": [
{
"date": "2026-04-23T06:24:32Z",
"commit": "sync",
"type": "model_change",
"from": "ollama-cloud/glm-5",
"to": "ollama-cloud/glm-5.1",
"reason": "Model update from sync",
"source": "git"
},
{
"date": "2026-04-27T20:28:58Z",
"commit": "model-research-sync",
"type": "model_change",
"from": "ollama-cloud/glm-5.1",
"to": "ollama-cloud/kimi-k2.6",
"reason": "kimi-k2.6 best fit for orchestration (92). 300 sub-agent swarm.",
"source": "research"
}
],
"performance_log": []
},
"release-manager": {
"current": {
"description": "Manages git operations, semantic versioning, branching, and deployments. Ensures clean history (GNS-2 Tier 1)",
"mode": "subagent",
"model": "ollama-cloud/glm-5.1",
"provider": "Ollama",
"color": "\"#581C87\"",
"category": "General",
"capabilities": []
},
"history": [
{
"date": "2026-04-23T06:24:32Z",
"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. Tier 2 meta-agent with self-cascade enabled.",
"mode": "subagent",
"model": "ollama-cloud/qwen3.5-122b",
"provider": "Ollama",
"variant": "thinking",
"color": "\"#047857\"",
"category": "General",
"capabilities": []
},
"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": "2026-04-23T06:24:32Z",
"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"
},
{
"date": "2026-05-25T13:37:20.281Z",
"commit": "sync",
"type": "model_change",
"from": "ollama-cloud/glm-5.1",
"to": "ollama-cloud/qwen3.5-122b",
"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 (GNS-2 Tier 1)",
"mode": "subagent",
"model": "ollama-cloud/qwen3.5-122b",
"provider": "Ollama",
"color": "\"#BE185D\"",
"category": "General",
"capabilities": []
},
"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": "2026-04-23T06:24:32Z",
"commit": "sync",
"type": "model_change",
"from": "ollama-cloud/nemotron-3-super",
"to": "ollama-cloud/glm-5.1",
"reason": "Model update from sync",
"source": "git"
},
{
"date": "2026-05-24T01:00:00Z",
"commit": "ollama-cloud-consolidation",
"type": "model_change",
"from": "ollama-cloud/glm-5.1",
"to": "ollama-cloud/qwen3.5",
"reason": "MIGRATION: qwen3.6-plus was OpenRouter (not Ollama Cloud). qwen3.5 has IF=92, updated 2 days ago, 12.4M pulls.",
"source": "orchestrator-analysis"
},
{
"date": "2026-05-23T23:35:02.184Z",
"commit": "sync",
"type": "model_change",
"from": "ollama-cloud/qwen3.5",
"to": "ollama-cloud/qwen3.6-plus",
"reason": "Model update from sync",
"source": "git"
},
{
"date": "2026-05-25T13:37:20.281Z",
"commit": "sync",
"type": "model_change",
"from": "ollama-cloud/qwen3.6-plus",
"to": "ollama-cloud/qwen3.5-122b",
"reason": "Model update from sync",
"source": "git"
}
],
"performance_log": []
},
"the-fixer": {
"current": {
"description": "Iteratively fixes bugs based on specific error reports and test failures (GNS-2 Tier 1)",
"mode": "all",
"model": "ollama-cloud/kimi-k2.6",
"provider": "Ollama",
"color": "\"#F59E0B\"",
"category": "General",
"capabilities": []
},
"history": [],
"performance_log": []
},
"product-owner": {
"current": {
"description": "Manages issue checklists, status labels, tracks progress and coordinates with human users (GNS-2 Tier 1)",
"mode": "subagent",
"model": "ollama-cloud/glm-5.1",
"provider": "Ollama",
"color": "\"#EA580C\"",
"category": "General",
"capabilities": []
},
"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": "2026-04-23T06:24:32Z",
"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 (GNS-2 Tier 1)",
"mode": "subagent",
"model": "ollama-cloud/qwen3.5-122b",
"provider": "Ollama",
"variant": "thinking",
"color": "\"#EC4899\"",
"category": "General",
"capabilities": []
},
"history": [
{
"date": "2026-04-23T06:24:32Z",
"commit": "sync",
"type": "model_change",
"from": "ollama-cloud/glm-5",
"to": "ollama-cloud/glm-5.1",
"reason": "Model update from sync",
"source": "git"
},
{
"date": "2026-05-25T13:37:20.281Z",
"commit": "sync",
"type": "model_change",
"from": "ollama-cloud/glm-5.1",
"to": "ollama-cloud/qwen3.5-122b",
"reason": "Model update from sync",
"source": "git"
}
],
"performance_log": []
},
"markdown-validator": {
"current": {
"description": "Validates and corrects Markdown descriptions for Gitea issues (GNS-2 Tier 0)",
"mode": "subagent",
"model": "ollama-cloud/deepseek-v4-pro-max",
"provider": "Ollama",
"color": "\"#F97316\"",
"category": "General",
"capabilities": []
},
"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"
},
{
"date": "2026-05-24T01:00:00Z",
"commit": "ollama-cloud-consolidation",
"type": "model_change",
"from": "ollama-cloud/nemotron-3-nano:30b",
"to": "ollama-cloud/nemotron-3-nano",
"reason": "Unified naming. Nano IF=68, tiny and cheap, perfect for validation.",
"source": "orchestrator-analysis"
},
{
"date": "2026-05-23T23:35:02.185Z",
"commit": "sync",
"type": "model_change",
"from": "ollama-cloud/nemotron-3-nano",
"to": "ollama-cloud/deepseek-v4-pro-max",
"reason": "Model update from sync",
"source": "git"
}
],
"performance_log": []
},
"agent-architect": {
"current": {
"name": "Agent Architect",
"mode": "subagent",
"model": "ollama-cloud/kimi-k2.6",
"provider": "Ollama",
"description": "Creates, modifies, and reviews new agents, workflows, and skills based on capability gap analysis. Tier 2 meta-agent with self-cascade enabled.",
"color": "\"#8B5CF6\"",
"category": "General",
"capabilities": []
},
"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",
"source": "research"
},
{
"date": "2026-04-23T06:24:32Z",
"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"
},
{
"date": "2026-05-24T01:00:00Z",
"commit": "ollama-cloud-consolidation",
"type": "model_change",
"from": "ollama-cloud/glm-5.1",
"to": "ollama-cloud/kimi-k2.6",
"reason": "kimi-k2.6 best fit for agent-architect (86). Multimodal for reviewing UI components.",
"source": "orchestrator-analysis"
}
],
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},
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"mode": "subagent",
"model": "ollama-cloud/deepseek-v4-pro-max",
"provider": "Ollama",
"color": "\"#F59E0B\"",
"category": "General",
"capabilities": []
},
"history": [
{
"date": "2026-04-05T05:21:00Z",
"commit": "caf77f53c8",
"type": "model_change",
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"to": "ollama-cloud/nemotron-3-super",
"reason": "Nemotron 3 Super excels at planning",
"source": "git"
},
{
"date": "2026-04-27T17:00:00Z",
"commit": "model-research-sync",
"type": "model_change",
"from": "ollama-cloud/nemotron-3-super",
"to": "ollama-cloud/deepseek-v4-pro-max",
"reason": "Matrix score 88 for planner on V4-Pro. GPQA 90.1.",
"source": "research"
}
],
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},
"reflector": {
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"mode": "subagent",
"model": "ollama-cloud/deepseek-v4-pro-max",
"provider": "Ollama",
"color": "\"#10B981\"",
"category": "General",
"capabilities": []
},
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{
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"commit": "caf77f53c8",
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"to": "ollama-cloud/nemotron-3-super",
"reason": "Better for reflection tasks",
"source": "git"
},
{
"date": "2026-04-27T17:00:00Z",
"commit": "model-research-sync",
"type": "model_change",
"from": "ollama-cloud/nemotron-3-super",
"to": "ollama-cloud/deepseek-v4-pro-max",
"reason": "Matrix score 84. Strong reasoning chains.",
"source": "research"
}
],
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},
"memory-manager": {
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"description": "Manages agent memory systems - short-term (context), long-term (vector store), and episodic (experiences) (GNS-2 Tier 0)",
"mode": "subagent",
"model": "ollama-cloud/deepseek-v4-pro-max",
"provider": "Ollama",
"color": "\"#8B5CF6\"",
"category": "General",
"capabilities": []
},
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{
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"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"
},
{
"date": "2026-05-24T01:00:00Z",
"commit": "ollama-cloud-consolidation",
"type": "model_change",
"from": "ollama-cloud/nemotron-3-super",
"to": "ollama-cloud/deepseek-v4-pro-max",
"reason": "MIGRATION: qwen3.6-plus was OpenRouter. deepseek-v4-pro-max has 1M context (same as nemotron), matrix 86, SWE-V 80.6.",
"source": "orchestrator-analysis"
},
{
"date": "2026-05-23T23:35:02.184Z",
"commit": "sync",
"type": "model_change",
"from": "ollama-cloud/deepseek-v4-pro-max",
"to": "ollama-cloud/qwen3.6-plus",
"reason": "Model update from sync",
"source": "git"
},
{
"date": "2026-05-25T13:37:20.281Z",
"commit": "sync",
"type": "model_change",
"from": "ollama-cloud/qwen3.6-plus",
"to": "ollama-cloud/deepseek-v4-pro-max",
"reason": "Model update from sync",
"source": "git"
}
],
"performance_log": []
},
"devops-engineer": {
"current": {
"description": "DevOps specialist for Docker, Kubernetes, CI/CD pipeline automation, and infrastructure management (GNS-2 Tier 1)",
"mode": "subagent",
"model": "ollama-cloud/kimi-k2.6",
"provider": "Ollama",
"color": "\"#FF6B35\"",
"category": "General",
"capabilities": []
},
"history": [],
"performance_log": []
},
"flutter-developer": {
"current": {
"description": "Flutter mobile specialist for cross-platform apps, state management, and UI components (GNS-2 Tier 1)",
"mode": "subagent",
"model": "ollama-cloud/qwen3-coder:480b",
"provider": "Ollama",
"color": "\"#02569B\"",
"category": "General",
"capabilities": []
},
"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": {
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"description": "Indexes and maps project codebase architecture into .architect/ directory. Creates and maintains structured documentation of entities, APIs, DB schema, file graphs, and conventions. (GNS-2 Tier 0)",
"mode": "subagent",
"model": "ollama-cloud/glm-5.1",
"provider": "Ollama",
"variant": "thinking",
"color": "\"#10B981\"",
"category": "General",
"capabilities": []
},
"history": [],
"performance_log": []
},
"php-developer": {
"current": {
"description": "PHP backend specialist for Laravel, Symfony, WordPress, and full-stack web applications (GNS-2 Tier 1)",
"mode": "subagent",
"model": "ollama-cloud/qwen3-coder:480b",
"provider": "Ollama",
"variant": "thinking",
"color": "\"#8B5CF6\"",
"category": "General",
"capabilities": []
},
"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. (GNS-2 Tier 0)",
"mode": "subagent",
"model": "ollama-cloud/kimi-k2.6",
"provider": "Ollama",
"color": "\"#DC2626\"",
"category": "General",
"capabilities": []
},
"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"
},
{
"date": "2026-05-25T13:37:20.281Z",
"commit": "sync",
"type": "model_change",
"from": "ollama-cloud/glm-5.1",
"to": "ollama-cloud/kimi-k2.6",
"reason": "Model update from sync",
"source": "git"
}
],
"performance_log": []
},
"python-developer": {
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"description": "Python backend specialist for Django, FastAPI, data science, and API development (GNS-2 Tier 1)",
"mode": "subagent",
"model": "ollama-cloud/qwen3-coder:480b",
"provider": "Ollama",
"variant": "thinking",
"color": "\"#3776AB\"",
"category": "General",
"capabilities": []
},
"history": [],
"performance_log": []
},
"incident-responder": {
"current": {
"description": "Server incident response and system hardening specialist. Handles live forensics, malware removal, persistence hunting, SSH-based server cleanup, and post-incident hardening. Works with any OS and panel.",
"mode": "subagent",
"model": "ollama-cloud/kimi-k2.6",
"provider": "Ollama",
"color": "\"#B91C1C\"",
"category": "General",
"capabilities": []
},
"history": [],
"performance_log": []
},
"workflow-cross-checker": {
"current": {
"description": "Workflow cross-checker and process inspector. Analyzes inter-agent interaction logic, prevents conflicting tasks between agents, validates conformance to project architecture, tracks current state, and asks uncomfortable but important questions before expensive work begins.",
"mode": "subagent",
"model": "ollama-cloud/kimi-k2.6",
"provider": "Ollama",
"variant": "thinking",
"color": "\"#9333EA\"",
"category": "General",
"capabilities": []
},
"history": [],
"performance_log": []
},
"code": {
"current": {
"model": "ollama-cloud/qwen3-coder:480b",
"provider": "Ollama",
"category": "Built-in",
"mode": "primary",
"color": "#3B82F6",
"description": "Primary code writer. Full tool access for development tasks.",
"capabilities": []
},
"history": [],
"performance_log": []
},
"ask": {
"current": {
"model": "ollama-cloud/glm-5.1",
"provider": "Ollama",
"category": "Built-in",
"mode": "primary",
"color": "#3B82F6",
"description": "Read-only Q&A agent for codebase questions.",
"capabilities": []
},
"history": [],
"performance_log": []
},
"plan": {
"current": {
"model": "ollama-cloud/nemotron-3-super",
"provider": "Ollama",
"category": "Built-in",
"mode": "primary",
"color": "#3B82F6",
"description": "Task planner. Creates detailed implementation plans.",
"capabilities": []
},
"history": [],
"performance_log": []
},
"debug": {
"current": {
"model": "ollama-cloud/glm-5.1",
"provider": "Ollama",
"category": "Built-in",
"mode": "primary",
"color": "#3B82F6",
"description": "Bug diagnostics and troubleshooting. GLM-5.1 ★88, reasoning for deep debug.",
"capabilities": []
},
"history": [],
"performance_log": []
}
},
"providers": {
"Ollama": {
"models": []
},
"OpenRouter": {
"models": []
},
"Groq": {
"models": []
}
},
"evolution_metrics": {
"total_agents": 38,
"agents_with_history": 22,
"pending_recommendations": 0,
"last_sync": "2026-05-25T13:37:20.282Z",
"sync_sources": [
"git",
"capability-index.yaml",
"kilo.jsonc"
]
}
}
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