UniqueSoft/APAW
2
0
Fork 0
Code Issues 15 Pull Requests Actions Packages Projects Releases Wiki Activity
Files
9b0f1605877a5d692b90dea1e9cbdba5fafe5589
APAW/agent-evolution/data/agent-versions.json
Deploy Bot 9b0f160587 feat(dashboard): unified data pipeline, verified benchmarks, and browser testing 
- build-standalone-fixed.cjs: reads from 4 real sources (agents md, kilo-meta.json, model-benchmarks-verified.json, agent-versions.json); computes recommendations dynamically
- build-standalone-direct.cjs: direct data export + HTML embed pipeline
- dashboard-smoke-test.ts: Playwright E2E smoke test covering all 6 tabs
- model-benchmarks-verified.json: verified IF scores from artificialanalysis.ai for 15 models (SWE-bench unverifiable → null)
- agent-versions.json: 347 git history entries extracted for 34 agents
- kilo-meta.json: prompt-optimizer → qwen3.5-122b, memory-manager → deepseek-v4-pro-max
- index.html: Recommendations tab rendering updated for dynamic data
- Dockerfile + docker-compose.yml: mount-driven build, no image rebuild for data changes
- README.md: updated dashboard docs and verified benchmark sources
2026-05-25 21:05:14 +01:00

3688 lines
141 KiB
JSON
Raw Blame History

{
"version": "1.0.0",
"lastUpdated": "2026-05-25T19:17:16.039501Z",
"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"
},
{
"date": "2026-04-03T20:10:17Z",
"commit": "47219c42046c482be46664a84c99fd5123b14062",
"type": "model_change",
"from": null,
"to": "ollama-cloud/deepseek-v3.2",
"reason": "feat: \u0440\u0435\u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u044f \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u0430\u0433\u0435\u043d\u0442\u043e\u0432 \u0438 \u0434\u043e\u0431\u0430\u0432\u043b\u0435\u043d\u0438\u0435 skills \u0441\u043e\u0433\u043b\u0430\u0441\u043d\u043e \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0438\u0438 Kilo Code",
"source": "git"
},
{
"date": "2026-04-03T20:50:40Z",
"commit": "72d6f52844c6578defb5ed8a2d692b4e6ac3b3db",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/deepseek-v3.2",
"reason": "fix: correct agent mode configuration and add Task tool invocation sections",
"source": "git"
},
{
"date": "2026-04-04T00:50:22Z",
"commit": "4a69c5323b6686b67a90184ac99b6994fad6748d",
"type": "model_change",
"from": "ollama-cloud/deepseek-v3.2",
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "feat: update agent models to current configuration",
"source": "git"
},
{
"date": "2026-04-04T03:18:28Z",
"commit": "a1a15473a03661e3af6730b6a6d3c24f34756e13",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "feat: add mandatory Gitea commenting to all agents",
"source": "git"
},
{
"date": "2026-04-18T13:49:24Z",
"commit": "28a3b648ccfc49954648348b9d8273d3b1cd20d9",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "refactor(prompts): compress 29 agents (-77%) and 7 rules (-55%), delete 2 duplicates",
"source": "git"
},
{
"date": "2026-04-29T21:04:22Z",
"commit": "3badb259cc97c7ab0c5e2ad560859278a17443ed",
"type": "model_change",
"from": "ollama-cloud/qwen3-coder:480b",
"to": "ollama-cloud/nemotron-3-super",
"reason": "feat: bidirectional research dashboard + agent config fixes",
"source": "git"
},
{
"date": "2026-04-29T23:19:16Z",
"commit": "9e48a4960e5bc80c150822972d99adb9ecd7bb0d",
"type": "model_change",
"from": "ollama-cloud/nemotron-3-super",
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "fix: restore optimal v3 models + add fitness gate protection",
"source": "git"
},
{
"date": "2026-05-08T22:03:08Z",
"commit": "bd154f24d037bcf8e3a02488f174523054eeb07f",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "feat(gns2): mass-update all 30 agents with GNS-2 protocol",
"source": "git"
},
{
"date": "2026-05-13T09:37:40Z",
"commit": "2287122f9196e4ef5b0cbfff3641d74b6320f086",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "fix(agents): add Tool-First Enforcement to agent definitions and global rules",
"source": "git"
}
],
"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"
},
{
"date": "2026-04-03T20:10:17Z",
"commit": "47219c42046c482be46664a84c99fd5123b14062",
"type": "model_change",
"from": null,
"to": "ollama-cloud/kimi-k2.5",
"reason": "feat: \u0440\u0435\u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u044f \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u0430\u0433\u0435\u043d\u0442\u043e\u0432 \u0438 \u0434\u043e\u0431\u0430\u0432\u043b\u0435\u043d\u0438\u0435 skills \u0441\u043e\u0433\u043b\u0430\u0441\u043d\u043e \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0438\u0438 Kilo Code",
"source": "git"
},
{
"date": "2026-04-04T03:18:28Z",
"commit": "a1a15473a03661e3af6730b6a6d3c24f34756e13",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/kimi-k2.5",
"reason": "feat: add mandatory Gitea commenting to all agents",
"source": "git"
},
{
"date": "2026-04-05T13:02:32Z",
"commit": "0a854a3bc323330daab1a947c9f1d244dbb8a555",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/kimi-k2.5",
"reason": "fix: add missing agent permissions and update orchestrator mappings",
"source": "git"
},
{
"date": "2026-04-05T20:28:47Z",
"commit": "4af7355429bb6a9336cb608a5d5a3132943653f6",
"type": "model_change",
"from": "ollama-cloud/kimi-k2.5",
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "feat: update agent models based on research recommendations",
"source": "git"
},
{
"date": "2026-04-18T13:49:24Z",
"commit": "28a3b648ccfc49954648348b9d8273d3b1cd20d9",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "refactor(prompts): compress 29 agents (-77%) and 7 rules (-55%), delete 2 duplicates",
"source": "git"
},
{
"date": "2026-04-19T10:04:51Z",
"commit": "7445e66676fa5465cafd20a337c1b8f1ca4d7d96",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "feat: add Next.js, Vue/Nuxt, React, Python (Django/FastAPI) skills and agents",
"source": "git"
},
{
"date": "2026-04-27T12:09:36Z",
"commit": "dbea8c90dbfd3b9fb84c4fd6ada243fc4847f8b8",
"type": "model_change",
"from": "ollama-cloud/qwen3-coder:480b",
"to": "ollama-cloud/kimi-k2.5",
"reason": "feat: evolutionary agent model upgrades based on recommendation matrix",
"source": "git"
},
{
"date": "2026-04-30T08:42:10Z",
"commit": "fb552e00201dae79647e709843781ea34d01630c",
"type": "model_change",
"from": "ollama-cloud/kimi-k2.5",
"to": "ollama-cloud/minimax-m2.5",
"reason": "feat: v3 optimal model assignments + fitness gate",
"source": "git"
},
{
"date": "2026-05-08T22:03:08Z",
"commit": "bd154f24d037bcf8e3a02488f174523054eeb07f",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/minimax-m2.5",
"reason": "feat(gns2): mass-update all 30 agents with GNS-2 protocol",
"source": "git"
},
{
"date": "2026-05-13T09:37:40Z",
"commit": "2287122f9196e4ef5b0cbfff3641d74b6320f086",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/minimax-m2.5",
"reason": "fix(agents): add Tool-First Enforcement to agent definitions and global rules",
"source": "git"
},
{
"date": "2026-05-13T16:54:29Z",
"commit": "f65bbf9420023bda5dc475b5a968fc1556289342",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/minimax-m2.5",
"reason": "feat: add visual quality rules to frontend-developer agent + new screenshot page",
"source": "git"
}
],
"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": [
{
"date": "2026-04-05T01:19:09Z",
"commit": "23eb60762cec861a8a7ab306b994946d55e77e18",
"type": "model_change",
"from": null,
"to": "ollama-cloud/deepseek-v3.2",
"reason": "feat: add workflows for CMS, E-commerce, Blog + backend-developer agent + prompt-engineering rules",
"source": "git"
},
{
"date": "2026-04-05T02:39:06Z",
"commit": "8fcd8f8a9b4fc05318af2cd757d0e3a441bf12a4",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/deepseek-v3.2",
"reason": "feat: add comprehensive NodeJS development skills and rules",
"source": "git"
},
{
"date": "2026-04-05T05:00:55Z",
"commit": "41eb4c7d4d67a1c395a00f3ff819daa6eb030b9d",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/deepseek-v3.2",
"reason": "feat: add database skills for ClickHouse, PostgreSQL, and SQLite",
"source": "git"
},
{
"date": "2026-04-05T12:47:01Z",
"commit": "43747d9875edd6061699b831c51ccbb573ec6a47",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/deepseek-v3.2",
"reason": "feat: add Docker/DevOps skills and devops-engineer agent",
"source": "git"
},
{
"date": "2026-04-05T13:02:32Z",
"commit": "0a854a3bc323330daab1a947c9f1d244dbb8a555",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/deepseek-v3.2",
"reason": "fix: add missing agent permissions and update orchestrator mappings",
"source": "git"
},
{
"date": "2026-04-05T20:28:47Z",
"commit": "4af7355429bb6a9336cb608a5d5a3132943653f6",
"type": "model_change",
"from": "ollama-cloud/deepseek-v3.2",
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "feat: update agent models based on research recommendations",
"source": "git"
},
{
"date": "2026-04-18T13:49:24Z",
"commit": "28a3b648ccfc49954648348b9d8273d3b1cd20d9",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "refactor(prompts): compress 29 agents (-77%) and 7 rules (-55%), delete 2 duplicates",
"source": "git"
},
{
"date": "2026-04-27T12:09:36Z",
"commit": "dbea8c90dbfd3b9fb84c4fd6ada243fc4847f8b8",
"type": "model_change",
"from": "ollama-cloud/qwen3-coder:480b",
"to": "ollama-cloud/deepseek-v3.2",
"reason": "feat: evolutionary agent model upgrades based on recommendation matrix",
"source": "git"
},
{
"date": "2026-04-30T08:42:10Z",
"commit": "fb552e00201dae79647e709843781ea34d01630c",
"type": "model_change",
"from": "ollama-cloud/deepseek-v3.2",
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "feat: v3 optimal model assignments + fitness gate",
"source": "git"
},
{
"date": "2026-05-08T22:03:08Z",
"commit": "bd154f24d037bcf8e3a02488f174523054eeb07f",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "feat(gns2): mass-update all 30 agents with GNS-2 protocol",
"source": "git"
},
{
"date": "2026-05-13T09:37:40Z",
"commit": "2287122f9196e4ef5b0cbfff3641d74b6320f086",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "fix(agents): add Tool-First Enforcement to agent definitions and global rules",
"source": "git"
}
],
"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"
},
{
"date": "2026-04-05T03:40:32Z",
"commit": "be4c586c8fb4b32f7a4dd329bd67d234d81054f7",
"type": "model_change",
"from": null,
"to": "ollama-cloud/deepseek-v3.2",
"reason": "feat: add Go Lang development coverage (Milestone #49)",
"source": "git"
},
{
"date": "2026-04-05T05:00:55Z",
"commit": "41eb4c7d4d67a1c395a00f3ff819daa6eb030b9d",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/deepseek-v3.2",
"reason": "feat: add database skills for ClickHouse, PostgreSQL, and SQLite",
"source": "git"
},
{
"date": "2026-04-05T05:21:02Z",
"commit": "caf77f53c8a8f501cf7667ea6f2dd06676506430",
"type": "model_change",
"from": "ollama-cloud/deepseek-v3.2",
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "feat: update agent models based on recommendations",
"source": "git"
},
{
"date": "2026-04-05T13:02:32Z",
"commit": "0a854a3bc323330daab1a947c9f1d244dbb8a555",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "fix: add missing agent permissions and update orchestrator mappings",
"source": "git"
},
{
"date": "2026-04-18T13:49:24Z",
"commit": "28a3b648ccfc49954648348b9d8273d3b1cd20d9",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "refactor(prompts): compress 29 agents (-77%) and 7 rules (-55%), delete 2 duplicates",
"source": "git"
},
{
"date": "2026-04-30T08:42:10Z",
"commit": "fb552e00201dae79647e709843781ea34d01630c",
"type": "model_change",
"from": "ollama-cloud/qwen3-coder:480b",
"to": "ollama-cloud/deepseek-v4-pro-max",
"reason": "feat: v3 optimal model assignments + fitness gate",
"source": "git"
},
{
"date": "2026-05-08T22:03:08Z",
"commit": "bd154f24d037bcf8e3a02488f174523054eeb07f",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/deepseek-v4-pro-max",
"reason": "feat(gns2): mass-update all 30 agents with GNS-2 protocol",
"source": "git"
},
{
"date": "2026-05-13T09:37:40Z",
"commit": "2287122f9196e4ef5b0cbfff3641d74b6320f086",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/deepseek-v4-pro-max",
"reason": "fix(agents): add Tool-First Enforcement to agent definitions and global rules",
"source": "git"
}
],
"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": [
{
"date": "2026-04-03T20:10:17Z",
"commit": "47219c42046c482be46664a84c99fd5123b14062",
"type": "model_change",
"from": null,
"to": "ollama-cloud/qwen3-coder-next",
"reason": "feat: \u0440\u0435\u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u044f \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u0430\u0433\u0435\u043d\u0442\u043e\u0432 \u0438 \u0434\u043e\u0431\u0430\u0432\u043b\u0435\u043d\u0438\u0435 skills \u0441\u043e\u0433\u043b\u0430\u0441\u043d\u043e \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0438\u0438 Kilo Code",
"source": "git"
},
{
"date": "2026-04-03T20:50:40Z",
"commit": "72d6f52844c6578defb5ed8a2d692b4e6ac3b3db",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/qwen3-coder-next",
"reason": "fix: correct agent mode configuration and add Task tool invocation sections",
"source": "git"
},
{
"date": "2026-04-04T00:50:22Z",
"commit": "4a69c5323b6686b67a90184ac99b6994fad6748d",
"type": "model_change",
"from": "ollama-cloud/qwen3-coder-next",
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "feat: update agent models to current configuration",
"source": "git"
},
{
"date": "2026-04-04T03:18:28Z",
"commit": "a1a15473a03661e3af6730b6a6d3c24f34756e13",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "feat: add mandatory Gitea commenting to all agents",
"source": "git"
},
{
"date": "2026-04-18T13:49:24Z",
"commit": "28a3b648ccfc49954648348b9d8273d3b1cd20d9",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "refactor(prompts): compress 29 agents (-77%) and 7 rules (-55%), delete 2 duplicates",
"source": "git"
},
{
"date": "2026-05-08T22:03:08Z",
"commit": "bd154f24d037bcf8e3a02488f174523054eeb07f",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "feat(gns2): mass-update all 30 agents with GNS-2 protocol",
"source": "git"
},
{
"date": "2026-05-13T09:37:40Z",
"commit": "2287122f9196e4ef5b0cbfff3641d74b6320f086",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "fix(agents): add Tool-First Enforcement to agent definitions and global rules",
"source": "git"
}
],
"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": [
{
"date": "2026-04-03T20:10:17Z",
"commit": "47219c42046c482be46664a84c99fd5123b14062",
"type": "model_change",
"from": null,
"to": "ollama-cloud/gpt-oss-120b",
"reason": "feat: \u0440\u0435\u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u044f \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u0430\u0433\u0435\u043d\u0442\u043e\u0432 \u0438 \u0434\u043e\u0431\u0430\u0432\u043b\u0435\u043d\u0438\u0435 skills \u0441\u043e\u0433\u043b\u0430\u0441\u043d\u043e \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0438\u0438 Kilo Code",
"source": "git"
},
{
"date": "2026-04-03T20:50:40Z",
"commit": "72d6f52844c6578defb5ed8a2d692b4e6ac3b3db",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/gpt-oss-120b",
"reason": "fix: correct agent mode configuration and add Task tool invocation sections",
"source": "git"
},
{
"date": "2026-04-04T00:50:22Z",
"commit": "4a69c5323b6686b67a90184ac99b6994fad6748d",
"type": "model_change",
"from": "ollama-cloud/gpt-oss-120b",
"to": "ollama-cloud/minimax-m2.5",
"reason": "feat: update agent models to current configuration",
"source": "git"
},
{
"date": "2026-04-04T03:18:28Z",
"commit": "a1a15473a03661e3af6730b6a6d3c24f34756e13",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/minimax-m2.5",
"reason": "feat: add mandatory Gitea commenting to all agents",
"source": "git"
},
{
"date": "2026-04-12T22:38:41Z",
"commit": "e19fa3effd688ee0b62d10423be1de671fa1b696",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/minimax-m2.5",
"reason": "refactor: full agent system revision \u2014 migrate to GLM-5.1, fix delegation chains, audit consistency",
"source": "git"
},
{
"date": "2026-04-18T13:49:24Z",
"commit": "28a3b648ccfc49954648348b9d8273d3b1cd20d9",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/minimax-m2.5",
"reason": "refactor(prompts): compress 29 agents (-77%) and 7 rules (-55%), delete 2 duplicates",
"source": "git"
},
{
"date": "2026-05-08T22:03:08Z",
"commit": "bd154f24d037bcf8e3a02488f174523054eeb07f",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/minimax-m2.5",
"reason": "feat(gns2): mass-update all 30 agents with GNS-2 protocol",
"source": "git"
},
{
"date": "2026-05-13T09:37:40Z",
"commit": "2287122f9196e4ef5b0cbfff3641d74b6320f086",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/minimax-m2.5",
"reason": "fix(agents): add Tool-First Enforcement to agent definitions and global rules",
"source": "git"
}
],
"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"
},
{
"date": "2026-04-03T20:10:17Z",
"commit": "47219c42046c482be46664a84c99fd5123b14062",
"type": "model_change",
"from": null,
"to": "ollama-cloud/glm-4.7",
"reason": "feat: \u0440\u0435\u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u044f \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u0430\u0433\u0435\u043d\u0442\u043e\u0432 \u0438 \u0434\u043e\u0431\u0430\u0432\u043b\u0435\u043d\u0438\u0435 skills \u0441\u043e\u0433\u043b\u0430\u0441\u043d\u043e \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0438\u0438 Kilo Code",
"source": "git"
},
{
"date": "2026-04-03T20:50:40Z",
"commit": "72d6f52844c6578defb5ed8a2d692b4e6ac3b3db",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/glm-4.7",
"reason": "fix: correct agent mode configuration and add Task tool invocation sections",
"source": "git"
},
{
"date": "2026-04-04T00:50:22Z",
"commit": "4a69c5323b6686b67a90184ac99b6994fad6748d",
"type": "model_change",
"from": "ollama-cloud/glm-4.7",
"to": "ollama-cloud/kimi-k2.5",
"reason": "feat: update agent models to current configuration",
"source": "git"
},
{
"date": "2026-04-04T02:40:35Z",
"commit": "72372f1ca009c276e4a25d3c7e3b1efdf7bae95f",
"type": "model_change",
"from": "ollama-cloud/kimi-k2.5",
"to": "ollama-cloud/deepseek-v3.2",
"reason": "fix: use available model for security-auditor (deepseek-v3.2)",
"source": "git"
},
{
"date": "2026-04-04T03:18:28Z",
"commit": "a1a15473a03661e3af6730b6a6d3c24f34756e13",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/deepseek-v3.2",
"reason": "feat: add mandatory Gitea commenting to all agents",
"source": "git"
},
{
"date": "2026-04-05T05:21:02Z",
"commit": "caf77f53c8a8f501cf7667ea6f2dd06676506430",
"type": "model_change",
"from": "ollama-cloud/deepseek-v3.2",
"to": "ollama-cloud/nemotron-3-super",
"reason": "feat: update agent models based on recommendations",
"source": "git"
},
{
"date": "2026-04-05T12:47:01Z",
"commit": "43747d9875edd6061699b831c51ccbb573ec6a47",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/nemotron-3-super",
"reason": "feat: add Docker/DevOps skills and devops-engineer agent",
"source": "git"
},
{
"date": "2026-04-18T13:49:24Z",
"commit": "28a3b648ccfc49954648348b9d8273d3b1cd20d9",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/nemotron-3-super",
"reason": "refactor(prompts): compress 29 agents (-77%) and 7 rules (-55%), delete 2 duplicates",
"source": "git"
},
{
"date": "2026-04-29T21:04:22Z",
"commit": "3badb259cc97c7ab0c5e2ad560859278a17443ed",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/nemotron-3-super",
"reason": "feat: bidirectional research dashboard + agent config fixes",
"source": "git"
},
{
"date": "2026-04-30T08:42:10Z",
"commit": "fb552e00201dae79647e709843781ea34d01630c",
"type": "model_change",
"from": "ollama-cloud/nemotron-3-super",
"to": "ollama-cloud/deepseek-v4-pro-max",
"reason": "feat: v3 optimal model assignments + fitness gate",
"source": "git"
},
{
"date": "2026-05-08T22:03:08Z",
"commit": "bd154f24d037bcf8e3a02488f174523054eeb07f",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/deepseek-v4-pro-max",
"reason": "feat(gns2): mass-update all 30 agents with GNS-2 protocol",
"source": "git"
}
],
"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"
},
{
"date": "2026-04-03T20:10:17Z",
"commit": "47219c42046c482be46664a84c99fd5123b14062",
"type": "model_change",
"from": null,
"to": "ollama-cloud/nemotron-3-super",
"reason": "feat: \u0440\u0435\u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u044f \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u0430\u0433\u0435\u043d\u0442\u043e\u0432 \u0438 \u0434\u043e\u0431\u0430\u0432\u043b\u0435\u043d\u0438\u0435 skills \u0441\u043e\u0433\u043b\u0430\u0441\u043d\u043e \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0438\u0438 Kilo Code",
"source": "git"
},
{
"date": "2026-04-03T20:50:40Z",
"commit": "72d6f52844c6578defb5ed8a2d692b4e6ac3b3db",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/nemotron-3-super",
"reason": "fix: correct agent mode configuration and add Task tool invocation sections",
"source": "git"
},
{
"date": "2026-04-04T03:18:28Z",
"commit": "a1a15473a03661e3af6730b6a6d3c24f34756e13",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/nemotron-3-super",
"reason": "feat: add mandatory Gitea commenting to all agents",
"source": "git"
},
{
"date": "2026-04-18T13:49:24Z",
"commit": "28a3b648ccfc49954648348b9d8273d3b1cd20d9",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/nemotron-3-super",
"reason": "refactor(prompts): compress 29 agents (-77%) and 7 rules (-55%), delete 2 duplicates",
"source": "git"
},
{
"date": "2026-04-30T08:42:10Z",
"commit": "fb552e00201dae79647e709843781ea34d01630c",
"type": "model_change",
"from": "ollama-cloud/nemotron-3-super",
"to": "ollama-cloud/deepseek-v4-pro-max",
"reason": "feat: v3 optimal model assignments + fitness gate",
"source": "git"
},
{
"date": "2026-05-08T22:03:08Z",
"commit": "bd154f24d037bcf8e3a02488f174523054eeb07f",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/deepseek-v4-pro-max",
"reason": "feat(gns2): mass-update all 30 agents with GNS-2 protocol",
"source": "git"
}
],
"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/deepseek-v4-flash",
"provider": "Ollama",
"color": "\"#1E88E5\"",
"category": "General",
"capabilities": []
},
"history": [
{
"date": "2026-05-25T14:08:46.653Z",
"commit": "sync",
"type": "model_change",
"from": "ollama-cloud/qwen3-coder:480b",
"to": "ollama-cloud/deepseek-v4-flash",
"reason": "Model update from sync",
"source": "git"
},
{
"date": "2026-04-04T03:49:56Z",
"commit": "5793b7909b3888ae29d3fafe3f2d04ca0c5ad71f",
"type": "model_change",
"from": null,
"to": "ollama-cloud/glm-5",
"reason": "feat: add web testing system with browser automation (Milestone #44)",
"source": "git"
},
{
"date": "2026-04-05T20:28:47Z",
"commit": "4af7355429bb6a9336cb608a5d5a3132943653f6",
"type": "model_change",
"from": "ollama-cloud/glm-5",
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "feat: update agent models based on research recommendations",
"source": "git"
},
{
"date": "2026-04-12T22:38:41Z",
"commit": "e19fa3effd688ee0b62d10423be1de671fa1b696",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "refactor: full agent system revision \u2014 migrate to GLM-5.1, fix delegation chains, audit consistency",
"source": "git"
},
{
"date": "2026-04-18T13:49:24Z",
"commit": "28a3b648ccfc49954648348b9d8273d3b1cd20d9",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "refactor(prompts): compress 29 agents (-77%) and 7 rules (-55%), delete 2 duplicates",
"source": "git"
},
{
"date": "2026-04-27T12:09:36Z",
"commit": "dbea8c90dbfd3b9fb84c4fd6ada243fc4847f8b8",
"type": "model_change",
"from": "ollama-cloud/qwen3-coder:480b",
"to": "ollama-cloud/kimi-k2.6:cloud",
"reason": "feat: evolutionary agent model upgrades based on recommendation matrix",
"source": "git"
},
{
"date": "2026-04-30T08:42:10Z",
"commit": "fb552e00201dae79647e709843781ea34d01630c",
"type": "model_change",
"from": "ollama-cloud/kimi-k2.6:cloud",
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "feat: v3 optimal model assignments + fitness gate",
"source": "git"
},
{
"date": "2026-05-08T22:03:08Z",
"commit": "bd154f24d037bcf8e3a02488f174523054eeb07f",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "feat(gns2): mass-update all 30 agents with GNS-2 protocol",
"source": "git"
},
{
"date": "2026-05-25T15:07:17Z",
"commit": "047a87afb405c647bcb778f3c090d042440839d3",
"type": "model_change",
"from": "ollama-cloud/qwen3-coder:480b",
"to": "ollama-cloud/deepseek-v4-flash",
"reason": "feat(agent-models): apply MEDIUM+LOW priority model migrations",
"source": "git"
}
],
"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": [
{
"date": "2026-04-04T03:49:56Z",
"commit": "5793b7909b3888ae29d3fafe3f2d04ca0c5ad71f",
"type": "model_change",
"from": null,
"to": "ollama-cloud/glm-5",
"reason": "feat: add web testing system with browser automation (Milestone #44)",
"source": "git"
},
{
"date": "2026-04-05T20:28:47Z",
"commit": "4af7355429bb6a9336cb608a5d5a3132943653f6",
"type": "model_change",
"from": "ollama-cloud/glm-5",
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "feat: update agent models based on research recommendations",
"source": "git"
},
{
"date": "2026-04-16T22:48:46Z",
"commit": "3a8aa6b416fbbda12e26d7c94a1b917e1478cfc9",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "docs: update visual testing agent docs, remove test artifacts from git, add pipeline documentation",
"source": "git"
},
{
"date": "2026-04-17T09:27:27Z",
"commit": "c258d16ef5019015bc7c4de4d275e3b1750e1a46",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "feat: add Gitea integration, E2E booking flow, Docker DNS fix, browser-launcher module",
"source": "git"
},
{
"date": "2026-04-17T20:21:29Z",
"commit": "2573d81cff8dbe60483a0b10bba39f41e27983e5",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "refactor: remove CBS-specific e2e-booking flow \u2014 belongs to CBS project, not APAW starter",
"source": "git"
},
{
"date": "2026-04-18T13:49:24Z",
"commit": "28a3b648ccfc49954648348b9d8273d3b1cd20d9",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "refactor(prompts): compress 29 agents (-77%) and 7 rules (-55%), delete 2 duplicates",
"source": "git"
},
{
"date": "2026-05-08T22:03:08Z",
"commit": "bd154f24d037bcf8e3a02488f174523054eeb07f",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "feat(gns2): mass-update all 30 agents with GNS-2 protocol",
"source": "git"
}
],
"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"
},
{
"date": "2026-04-03T20:10:17Z",
"commit": "47219c42046c482be46664a84c99fd5123b14062",
"type": "model_change",
"from": null,
"to": "ollama-cloud/gpt-oss-120b",
"reason": "feat: \u0440\u0435\u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u044f \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u0430\u0433\u0435\u043d\u0442\u043e\u0432 \u0438 \u0434\u043e\u0431\u0430\u0432\u043b\u0435\u043d\u0438\u0435 skills \u0441\u043e\u0433\u043b\u0430\u0441\u043d\u043e \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0438\u0438 Kilo Code",
"source": "git"
},
{
"date": "2026-04-04T00:50:22Z",
"commit": "4a69c5323b6686b67a90184ac99b6994fad6748d",
"type": "model_change",
"from": "ollama-cloud/gpt-oss-120b",
"to": "openrouter/qwen/qwen3.6-plus:free",
"reason": "feat: update agent models to current configuration",
"source": "git"
},
{
"date": "2026-04-04T03:18:28Z",
"commit": "a1a15473a03661e3af6730b6a6d3c24f34756e13",
"type": "prompt_change",
"from": null,
"to": "openrouter/qwen/qwen3.6-plus:free",
"reason": "feat: add mandatory Gitea commenting to all agents",
"source": "git"
},
{
"date": "2026-04-05T12:15:30Z",
"commit": "ebbb4d01b23066f27e451334e43899bd96b5ac90",
"type": "model_change",
"from": "openrouter/qwen/qwen3.6-plus:free",
"to": "qwen/qwen3.6-plus:free",
"reason": "feat: optimize agent models for better performance",
"source": "git"
},
{
"date": "2026-04-05T20:28:47Z",
"commit": "4af7355429bb6a9336cb608a5d5a3132943653f6",
"type": "model_change",
"from": "qwen/qwen3.6-plus:free",
"to": "ollama-cloud/glm-5",
"reason": "feat: update agent models based on research recommendations",
"source": "git"
},
{
"date": "2026-04-12T22:38:41Z",
"commit": "e19fa3effd688ee0b62d10423be1de671fa1b696",
"type": "model_change",
"from": "ollama-cloud/glm-5",
"to": "ollama-cloud/glm-5.1",
"reason": "refactor: full agent system revision \u2014 migrate to GLM-5.1, fix delegation chains, audit consistency",
"source": "git"
},
{
"date": "2026-04-18T13:49:24Z",
"commit": "28a3b648ccfc49954648348b9d8273d3b1cd20d9",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/glm-5.1",
"reason": "refactor(prompts): compress 29 agents (-77%) and 7 rules (-55%), delete 2 duplicates",
"source": "git"
},
{
"date": "2026-04-29T21:04:22Z",
"commit": "3badb259cc97c7ab0c5e2ad560859278a17443ed",
"type": "model_change",
"from": "ollama-cloud/glm-5.1",
"to": "ollama-cloud/nemotron-3-super",
"reason": "feat: bidirectional research dashboard + agent config fixes",
"source": "git"
},
{
"date": "2026-04-29T23:19:16Z",
"commit": "9e48a4960e5bc80c150822972d99adb9ecd7bb0d",
"type": "model_change",
"from": "ollama-cloud/nemotron-3-super",
"to": "ollama-cloud/glm-5.1",
"reason": "fix: restore optimal v3 models + add fitness gate protection",
"source": "git"
},
{
"date": "2026-05-08T22:03:08Z",
"commit": "bd154f24d037bcf8e3a02488f174523054eeb07f",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/glm-5.1",
"reason": "feat(gns2): mass-update all 30 agents with GNS-2 protocol",
"source": "git"
},
{
"date": "2026-05-13T09:37:40Z",
"commit": "2287122f9196e4ef5b0cbfff3641d74b6320f086",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/glm-5.1",
"reason": "fix(agents): add Tool-First Enforcement to agent definitions and global rules",
"source": "git"
},
{
"date": "2026-05-25T14:36:31Z",
"commit": "4a0c78e5c965188fe669db9cecc430904702728c",
"type": "model_change",
"from": "ollama-cloud/glm-5.1",
"to": "ollama-cloud/deepseek-v4-pro-max",
"reason": "feat(agent-models): apply CRITICAL+HIGH model migrations from research",
"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"
},
{
"date": "2026-04-03T20:10:17Z",
"commit": "47219c42046c482be46664a84c99fd5123b14062",
"type": "model_change",
"from": null,
"to": "ollama-cloud/kimi-k2-thinking",
"reason": "feat: \u0440\u0435\u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u044f \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u0430\u0433\u0435\u043d\u0442\u043e\u0432 \u0438 \u0434\u043e\u0431\u0430\u0432\u043b\u0435\u043d\u0438\u0435 skills \u0441\u043e\u0433\u043b\u0430\u0441\u043d\u043e \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0438\u0438 Kilo Code",
"source": "git"
},
{
"date": "2026-04-04T03:18:28Z",
"commit": "a1a15473a03661e3af6730b6a6d3c24f34756e13",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/kimi-k2-thinking",
"reason": "feat: add mandatory Gitea commenting to all agents",
"source": "git"
},
{
"date": "2026-04-04T03:37:45Z",
"commit": "d9fd744a462f62fc91112de2bbf289a78dce8b22",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/kimi-k2-thinking",
"reason": "feat: add task analysis workflow and update issue management",
"source": "git"
},
{
"date": "2026-04-05T20:28:47Z",
"commit": "4af7355429bb6a9336cb608a5d5a3132943653f6",
"type": "model_change",
"from": "ollama-cloud/kimi-k2-thinking",
"to": "ollama-cloud/nemotron-3-super",
"reason": "feat: update agent models based on research recommendations",
"source": "git"
},
{
"date": "2026-04-05T23:37:23Z",
"commit": "a4e09ad5d5e88ee25688b3a2d1c548e3ada0e549",
"type": "model_change",
"from": "ollama-cloud/nemotron-3-super",
"to": "ollama-cloud/glm-5",
"reason": "feat: upgrade agent models based on research findings",
"source": "git"
},
{
"date": "2026-04-12T22:38:41Z",
"commit": "e19fa3effd688ee0b62d10423be1de671fa1b696",
"type": "model_change",
"from": "ollama-cloud/glm-5",
"to": "ollama-cloud/glm-5.1",
"reason": "refactor: full agent system revision \u2014 migrate to GLM-5.1, fix delegation chains, audit consistency",
"source": "git"
},
{
"date": "2026-04-18T13:49:24Z",
"commit": "28a3b648ccfc49954648348b9d8273d3b1cd20d9",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/glm-5.1",
"reason": "refactor(prompts): compress 29 agents (-77%) and 7 rules (-55%), delete 2 duplicates",
"source": "git"
},
{
"date": "2026-04-27T12:09:36Z",
"commit": "dbea8c90dbfd3b9fb84c4fd6ada243fc4847f8b8",
"type": "model_change",
"from": "ollama-cloud/glm-5.1",
"to": "ollama-cloud/kimi-k2-thinking",
"reason": "feat: evolutionary agent model upgrades based on recommendation matrix",
"source": "git"
},
{
"date": "2026-05-08T22:03:08Z",
"commit": "bd154f24d037bcf8e3a02488f174523054eeb07f",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/kimi-k2-thinking",
"reason": "feat(gns2): mass-update all 30 agents with GNS-2 protocol",
"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/qwen3.5-122b",
"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"
},
{
"date": "2026-05-25T14:08:46.653Z",
"commit": "sync",
"type": "model_change",
"from": "ollama-cloud/nemotron-3-super",
"to": "ollama-cloud/qwen3.5-122b",
"reason": "Model update from sync",
"source": "git"
},
{
"date": "2026-04-03T20:10:17Z",
"commit": "47219c42046c482be46664a84c99fd5123b14062",
"type": "model_change",
"from": null,
"to": "ollama-cloud/gemini-3-flash",
"reason": "feat: \u0440\u0435\u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u044f \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u0430\u0433\u0435\u043d\u0442\u043e\u0432 \u0438 \u0434\u043e\u0431\u0430\u0432\u043b\u0435\u043d\u0438\u0435 skills \u0441\u043e\u0433\u043b\u0430\u0441\u043d\u043e \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0438\u0438 Kilo Code",
"source": "git"
},
{
"date": "2026-04-04T00:50:22Z",
"commit": "4a69c5323b6686b67a90184ac99b6994fad6748d",
"type": "model_change",
"from": "ollama-cloud/gemini-3-flash",
"to": "ollama-cloud/gpt-oss:20b",
"reason": "feat: update agent models to current configuration",
"source": "git"
},
{
"date": "2026-04-04T03:18:28Z",
"commit": "a1a15473a03661e3af6730b6a6d3c24f34756e13",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/gpt-oss:20b",
"reason": "feat: add mandatory Gitea commenting to all agents",
"source": "git"
},
{
"date": "2026-04-05T12:15:30Z",
"commit": "ebbb4d01b23066f27e451334e43899bd96b5ac90",
"type": "model_change",
"from": "ollama-cloud/gpt-oss:20b",
"to": "ollama-cloud/nemotron-3-super",
"reason": "feat: optimize agent models for better performance",
"source": "git"
},
{
"date": "2026-04-18T13:49:24Z",
"commit": "28a3b648ccfc49954648348b9d8273d3b1cd20d9",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/nemotron-3-super",
"reason": "refactor(prompts): compress 29 agents (-77%) and 7 rules (-55%), delete 2 duplicates",
"source": "git"
},
{
"date": "2026-05-08T22:03:08Z",
"commit": "bd154f24d037bcf8e3a02488f174523054eeb07f",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/nemotron-3-super",
"reason": "feat(gns2): mass-update all 30 agents with GNS-2 protocol",
"source": "git"
},
{
"date": "2026-05-25T15:07:17Z",
"commit": "047a87afb405c647bcb778f3c090d042440839d3",
"type": "model_change",
"from": "ollama-cloud/nemotron-3-super",
"to": "ollama-cloud/qwen3.5-122b",
"reason": "feat(agent-models): apply MEDIUM+LOW priority model migrations",
"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/deepseek-v4-pro-max",
"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"
},
{
"date": "2026-05-25T14:08:46.653Z",
"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"
},
{
"date": "2026-04-04T01:51:28Z",
"commit": "298dde4273944e17d929b3b774c58e4f09e50753",
"type": "model_change",
"from": null,
"to": "anthropic/claude-sonnet-4-20250514",
"reason": "feat: add capability-analyst and agent-architect for task coverage analysis",
"source": "git"
},
{
"date": "2026-04-04T01:54:02Z",
"commit": "657407d5efd7eea2fc3bd6aa5853ebc320514e1d",
"type": "model_change",
"from": "anthropic/claude-sonnet-4-20250514",
"to": "ollama-cloud/gpt-oss:120b",
"reason": "fix: replace unavailable model references with available ones",
"source": "git"
},
{
"date": "2026-04-04T03:18:28Z",
"commit": "a1a15473a03661e3af6730b6a6d3c24f34756e13",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/gpt-oss:120b",
"reason": "feat: add mandatory Gitea commenting to all agents",
"source": "git"
},
{
"date": "2026-04-05T12:15:30Z",
"commit": "ebbb4d01b23066f27e451334e43899bd96b5ac90",
"type": "model_change",
"from": "ollama-cloud/gpt-oss:120b",
"to": "ollama-cloud/nemotron-3-super",
"reason": "feat: optimize agent models for better performance",
"source": "git"
},
{
"date": "2026-04-05T23:37:23Z",
"commit": "a4e09ad5d5e88ee25688b3a2d1c548e3ada0e549",
"type": "model_change",
"from": "ollama-cloud/nemotron-3-super",
"to": "qwen/qwen3.6-plus:free",
"reason": "feat: upgrade agent models based on research findings",
"source": "git"
},
{
"date": "2026-04-05T23:42:32Z",
"commit": "6ba325cec5135517241bbbb48acfc54aeadaeac2",
"type": "model_change",
"from": "qwen/qwen3.6-plus:free",
"to": "openrouter/qwen/qwen3.6-plus:free",
"reason": "fix: correct model path format for OpenRouter",
"source": "git"
},
{
"date": "2026-04-12T22:38:41Z",
"commit": "e19fa3effd688ee0b62d10423be1de671fa1b696",
"type": "model_change",
"from": "openrouter/qwen/qwen3.6-plus:free",
"to": "ollama-cloud/glm-5.1",
"reason": "refactor: full agent system revision \u2014 migrate to GLM-5.1, fix delegation chains, audit consistency",
"source": "git"
},
{
"date": "2026-04-18T13:49:24Z",
"commit": "28a3b648ccfc49954648348b9d8273d3b1cd20d9",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/glm-5.1",
"reason": "refactor(prompts): compress 29 agents (-77%) and 7 rules (-55%), delete 2 duplicates",
"source": "git"
},
{
"date": "2026-04-27T12:09:36Z",
"commit": "dbea8c90dbfd3b9fb84c4fd6ada243fc4847f8b8",
"type": "model_change",
"from": "ollama-cloud/glm-5.1",
"to": "ollama-cloud/nemotron-3-super",
"reason": "feat: evolutionary agent model upgrades based on recommendation matrix",
"source": "git"
},
{
"date": "2026-04-30T08:42:10Z",
"commit": "fb552e00201dae79647e709843781ea34d01630c",
"type": "model_change",
"from": "ollama-cloud/nemotron-3-super",
"to": "ollama-cloud/glm-5.1",
"reason": "feat: v3 optimal model assignments + fitness gate",
"source": "git"
},
{
"date": "2026-05-08T21:25:38Z",
"commit": "47b027a02fc909a303a659282afb228ac2204c0c",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/glm-5.1",
"reason": "feat(gns2): Gitea-Nervous-System v2.0 - distributed agent state machine",
"source": "git"
},
{
"date": "2026-05-25T15:07:17Z",
"commit": "047a87afb405c647bcb778f3c090d042440839d3",
"type": "model_change",
"from": "ollama-cloud/glm-5.1",
"to": "ollama-cloud/deepseek-v4-pro-max",
"reason": "feat(agent-models): apply MEDIUM+LOW priority model migrations",
"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"
},
{
"date": "2026-04-03T20:10:17Z",
"commit": "47219c42046c482be46664a84c99fd5123b14062",
"type": "model_change",
"from": null,
"to": "ollama-cloud/glm-5",
"reason": "feat: \u0440\u0435\u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u044f \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u0430\u0433\u0435\u043d\u0442\u043e\u0432 \u0438 \u0434\u043e\u0431\u0430\u0432\u043b\u0435\u043d\u0438\u0435 skills \u0441\u043e\u0433\u043b\u0430\u0441\u043d\u043e \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0438\u0438 Kilo Code",
"source": "git"
},
{
"date": "2026-04-03T20:50:40Z",
"commit": "72d6f52844c6578defb5ed8a2d692b4e6ac3b3db",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/glm-5",
"reason": "fix: correct agent mode configuration and add Task tool invocation sections",
"source": "git"
},
{
"date": "2026-04-04T00:50:22Z",
"commit": "4a69c5323b6686b67a90184ac99b6994fad6748d",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/glm-5",
"reason": "feat: update agent models to current configuration",
"source": "git"
},
{
"date": "2026-04-04T03:18:28Z",
"commit": "a1a15473a03661e3af6730b6a6d3c24f34756e13",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/glm-5",
"reason": "feat: add mandatory Gitea commenting to all agents",
"source": "git"
},
{
"date": "2026-04-05T00:50:08Z",
"commit": "259f4079c20b8e824fad0d5bce79cf7be0dd17ee",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/glm-5",
"reason": "docs: add CapabilityAnalyst and MarkdownValidator to spec and orchestrator table",
"source": "git"
},
{
"date": "2026-04-05T01:36:39Z",
"commit": "39eeb2f35fe2b1fb81c82e13d65b0a9f5278c5ae",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/glm-5",
"reason": "feat: add workflow executor, quality controller, and workflow architect for closed-loop execution",
"source": "git"
},
{
"date": "2026-04-05T02:05:37Z",
"commit": "420c10fb12465c8262cfe0da24fc8a2c07b48dc9",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/glm-5",
"reason": "feat: integrate cognitive enhancement agents into capability index and orchestrator",
"source": "git"
},
{
"date": "2026-04-05T13:02:32Z",
"commit": "0a854a3bc323330daab1a947c9f1d244dbb8a555",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/glm-5",
"reason": "fix: add missing agent permissions and update orchestrator mappings",
"source": "git"
},
{
"date": "2026-04-06T22:55:12Z",
"commit": "b9abd91d075308d15ff800986290aeacf3b5fa25",
"type": "model_change",
"from": "ollama-cloud/glm-5",
"to": "openrouter/qwen/qwen3.6-plus:free",
"reason": "feat: orchestrator evolution \u2014 full access + model upgrades + self-evolution protocol",
"source": "git"
},
{
"date": "2026-04-07T08:55:24Z",
"commit": "e074612046cf99e28f007ca02d62c23b6d51fc02",
"type": "model_change",
"from": "openrouter/qwen/qwen3.6-plus:free",
"to": "ollama-cloud/glm-5",
"reason": "feat: add web testing infrastructure",
"source": "git"
},
{
"date": "2026-04-12T22:38:41Z",
"commit": "e19fa3effd688ee0b62d10423be1de671fa1b696",
"type": "model_change",
"from": "ollama-cloud/glm-5",
"to": "ollama-cloud/glm-5.1",
"reason": "refactor: full agent system revision \u2014 migrate to GLM-5.1, fix delegation chains, audit consistency",
"source": "git"
},
{
"date": "2026-04-18T13:49:24Z",
"commit": "28a3b648ccfc49954648348b9d8273d3b1cd20d9",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/glm-5.1",
"reason": "refactor(prompts): compress 29 agents (-77%) and 7 rules (-55%), delete 2 duplicates",
"source": "git"
},
{
"date": "2026-04-18T23:43:04Z",
"commit": "b46a1a20a8ea028eaf4365bd785c2d9a6847119a",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/glm-5.1",
"reason": "feat: add PHP development stack, atomic tasks, modular code rules, agent monitoring, fix target project detection",
"source": "git"
},
{
"date": "2026-04-19T10:04:51Z",
"commit": "7445e66676fa5465cafd20a337c1b8f1ca4d7d96",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/glm-5.1",
"reason": "feat: add Next.js, Vue/Nuxt, React, Python (Django/FastAPI) skills and agents",
"source": "git"
},
{
"date": "2026-04-22T20:01:38Z",
"commit": "6b71ea2b574dea773ef424291de119eedd9b470e",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/glm-5.1",
"reason": "feat: add .architect/ project mapping system with architect-indexer agent and Docker containerization",
"source": "git"
},
{
"date": "2026-04-27T12:09:36Z",
"commit": "dbea8c90dbfd3b9fb84c4fd6ada243fc4847f8b8",
"type": "model_change",
"from": "ollama-cloud/glm-5.1",
"to": "ollama-cloud/kimi-k2.6:cloud",
"reason": "feat: evolutionary agent model upgrades based on recommendation matrix",
"source": "git"
},
{
"date": "2026-05-08T18:54:08Z",
"commit": "f01e2064fb020de66cd800217203df525be927ed",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/kimi-k2.6:cloud",
"reason": "feat(evolution): Kilo Code release sync & APAW system hardening (v2026-05-07)",
"source": "git"
},
{
"date": "2026-05-08T22:03:08Z",
"commit": "bd154f24d037bcf8e3a02488f174523054eeb07f",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/kimi-k2.6:cloud",
"reason": "feat(gns2): mass-update all 30 agents with GNS-2 protocol",
"source": "git"
},
{
"date": "2026-05-09T13:31:20Z",
"commit": "c031c4b9e5d3973d5e29c7aea13166b282ea49c4",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/kimi-k2.6:cloud",
"reason": "feat(evolution): add incident-responder agent for server incident response and forensics",
"source": "git"
},
{
"date": "2026-05-13T09:27:48Z",
"commit": "4c9a95661f6222c84e0a67cec217babfacefdf29",
"type": "model_change",
"from": "ollama-cloud/kimi-k2.6:cloud",
"to": "ollama-cloud/kimi-k2.6",
"reason": "evolution: remove obsolete :cloud suffix from kimi-k2.6 model id across all configs",
"source": "git"
},
{
"date": "2026-05-13T09:37:40Z",
"commit": "2287122f9196e4ef5b0cbfff3641d74b6320f086",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/kimi-k2.6",
"reason": "fix(agents): add Tool-First Enforcement to agent definitions and global rules",
"source": "git"
},
{
"date": "2026-05-16T13:10:06Z",
"commit": "4e9ea678bd89cb7c518ce46d6fbeb28fa0aa65f9",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/kimi-k2.6",
"reason": "feat(orchestrator): evolution \u2014 capability-first routing, parallelization, zero-work policy",
"source": "git"
},
{
"date": "2026-05-18T15:54:15Z",
"commit": "46d67528900e7d1543641417710eb440929bc4db",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/kimi-k2.6",
"reason": "feat(context-window): evolution \u2014 Gitea-centric checkpoint pruning + agent context hygiene",
"source": "git"
},
{
"date": "2026-05-18T16:13:33Z",
"commit": "ded8e3022d9f9b8f6d7dbbd3bad675d3e0ad2e22",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/kimi-k2.6",
"reason": "feat(parallel-coordination): evolution \u2014 Gitea comment-based task claiming for parallel agent execution",
"source": "git"
},
{
"date": "2026-05-24T00:11:25Z",
"commit": "e6e8e9cb2adc24595b18f0f6b0bafc29369201cc",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/kimi-k2.6",
"reason": "feat(workflow-cross-checker): add pre-flight inter-agent validation agent with gate protocol",
"source": "git"
}
],
"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/kimi-k2.6",
"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"
},
{
"date": "2026-05-25T14:08:46.653Z",
"commit": "sync",
"type": "model_change",
"from": "ollama-cloud/glm-5.1",
"to": "ollama-cloud/kimi-k2.6",
"reason": "Model update from sync",
"source": "git"
},
{
"date": "2026-04-03T20:10:17Z",
"commit": "47219c42046c482be46664a84c99fd5123b14062",
"type": "model_change",
"from": null,
"to": "ollama-cloud/devstral-2-123b",
"reason": "feat: \u0440\u0435\u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u044f \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u0430\u0433\u0435\u043d\u0442\u043e\u0432 \u0438 \u0434\u043e\u0431\u0430\u0432\u043b\u0435\u043d\u0438\u0435 skills \u0441\u043e\u0433\u043b\u0430\u0441\u043d\u043e \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0438\u0438 Kilo Code",
"source": "git"
},
{
"date": "2026-04-03T20:50:40Z",
"commit": "72d6f52844c6578defb5ed8a2d692b4e6ac3b3db",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/devstral-2-123b",
"reason": "fix: correct agent mode configuration and add Task tool invocation sections",
"source": "git"
},
{
"date": "2026-04-04T00:50:22Z",
"commit": "4a69c5323b6686b67a90184ac99b6994fad6748d",
"type": "model_change",
"from": "ollama-cloud/devstral-2-123b",
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "feat: update agent models to current configuration",
"source": "git"
},
{
"date": "2026-04-04T03:18:28Z",
"commit": "a1a15473a03661e3af6730b6a6d3c24f34756e13",
"type": "model_change",
"from": "ollama-cloud/qwen3-coder:480b",
"to": "ollama-cloud/devstral-2:123b",
"reason": "feat: add mandatory Gitea commenting to all agents",
"source": "git"
},
{
"date": "2026-04-04T03:37:45Z",
"commit": "d9fd744a462f62fc91112de2bbf289a78dce8b22",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/devstral-2:123b",
"reason": "feat: add task analysis workflow and update issue management",
"source": "git"
},
{
"date": "2026-04-06T22:55:12Z",
"commit": "b9abd91d075308d15ff800986290aeacf3b5fa25",
"type": "model_change",
"from": "ollama-cloud/devstral-2:123b",
"to": "openrouter/qwen/qwen3.6-plus:free",
"reason": "feat: orchestrator evolution \u2014 full access + model upgrades + self-evolution protocol",
"source": "git"
},
{
"date": "2026-04-12T22:38:41Z",
"commit": "e19fa3effd688ee0b62d10423be1de671fa1b696",
"type": "model_change",
"from": "openrouter/qwen/qwen3.6-plus:free",
"to": "ollama-cloud/glm-5.1",
"reason": "refactor: full agent system revision \u2014 migrate to GLM-5.1, fix delegation chains, audit consistency",
"source": "git"
},
{
"date": "2026-04-18T13:49:24Z",
"commit": "28a3b648ccfc49954648348b9d8273d3b1cd20d9",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/glm-5.1",
"reason": "refactor(prompts): compress 29 agents (-77%) and 7 rules (-55%), delete 2 duplicates",
"source": "git"
},
{
"date": "2026-04-27T12:09:36Z",
"commit": "dbea8c90dbfd3b9fb84c4fd6ada243fc4847f8b8",
"type": "model_change",
"from": "ollama-cloud/glm-5.1",
"to": "ollama-cloud/devstral-2:123b",
"reason": "feat: evolutionary agent model upgrades based on recommendation matrix",
"source": "git"
},
{
"date": "2026-04-30T08:42:10Z",
"commit": "fb552e00201dae79647e709843781ea34d01630c",
"type": "model_change",
"from": "ollama-cloud/devstral-2:123b",
"to": "ollama-cloud/glm-5.1",
"reason": "feat: v3 optimal model assignments + fitness gate",
"source": "git"
},
{
"date": "2026-05-08T22:03:08Z",
"commit": "bd154f24d037bcf8e3a02488f174523054eeb07f",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/glm-5.1",
"reason": "feat(gns2): mass-update all 30 agents with GNS-2 protocol",
"source": "git"
},
{
"date": "2026-05-25T15:07:17Z",
"commit": "047a87afb405c647bcb778f3c090d042440839d3",
"type": "model_change",
"from": "ollama-cloud/glm-5.1",
"to": "ollama-cloud/kimi-k2.6",
"reason": "feat(agent-models): apply MEDIUM+LOW priority model migrations",
"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"
},
{
"date": "2026-04-03T20:10:17Z",
"commit": "47219c42046c482be46664a84c99fd5123b14062",
"type": "model_change",
"from": null,
"to": "ollama-cloud/gpt-o3",
"reason": "feat: \u0440\u0435\u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u044f \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u0430\u0433\u0435\u043d\u0442\u043e\u0432 \u0438 \u0434\u043e\u0431\u0430\u0432\u043b\u0435\u043d\u0438\u0435 skills \u0441\u043e\u0433\u043b\u0430\u0441\u043d\u043e \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0438\u0438 Kilo Code",
"source": "git"
},
{
"date": "2026-04-03T20:50:40Z",
"commit": "72d6f52844c6578defb5ed8a2d692b4e6ac3b3db",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/gpt-o3",
"reason": "fix: correct agent mode configuration and add Task tool invocation sections",
"source": "git"
},
{
"date": "2026-04-04T00:50:22Z",
"commit": "4a69c5323b6686b67a90184ac99b6994fad6748d",
"type": "model_change",
"from": "ollama-cloud/gpt-o3",
"to": "ollama-cloud/gpt-oss:120b",
"reason": "feat: update agent models to current configuration",
"source": "git"
},
{
"date": "2026-04-04T03:18:28Z",
"commit": "a1a15473a03661e3af6730b6a6d3c24f34756e13",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/gpt-oss:120b",
"reason": "feat: add mandatory Gitea commenting to all agents",
"source": "git"
},
{
"date": "2026-04-05T05:21:02Z",
"commit": "caf77f53c8a8f501cf7667ea6f2dd06676506430",
"type": "model_change",
"from": "ollama-cloud/gpt-oss:120b",
"to": "ollama-cloud/nemotron-3-super",
"reason": "feat: update agent models based on recommendations",
"source": "git"
},
{
"date": "2026-04-05T23:37:23Z",
"commit": "a4e09ad5d5e88ee25688b3a2d1c548e3ada0e549",
"type": "model_change",
"from": "ollama-cloud/nemotron-3-super",
"to": "qwen/qwen3.6-plus:free",
"reason": "feat: upgrade agent models based on research findings",
"source": "git"
},
{
"date": "2026-04-05T23:42:32Z",
"commit": "6ba325cec5135517241bbbb48acfc54aeadaeac2",
"type": "model_change",
"from": "qwen/qwen3.6-plus:free",
"to": "openrouter/qwen/qwen3.6-plus:free",
"reason": "fix: correct model path format for OpenRouter",
"source": "git"
},
{
"date": "2026-04-12T22:38:41Z",
"commit": "e19fa3effd688ee0b62d10423be1de671fa1b696",
"type": "model_change",
"from": "openrouter/qwen/qwen3.6-plus:free",
"to": "ollama-cloud/glm-5.1",
"reason": "refactor: full agent system revision \u2014 migrate to GLM-5.1, fix delegation chains, audit consistency",
"source": "git"
},
{
"date": "2026-04-18T13:49:24Z",
"commit": "28a3b648ccfc49954648348b9d8273d3b1cd20d9",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/glm-5.1",
"reason": "refactor(prompts): compress 29 agents (-77%) and 7 rules (-55%), delete 2 duplicates",
"source": "git"
},
{
"date": "2026-04-27T12:09:36Z",
"commit": "dbea8c90dbfd3b9fb84c4fd6ada243fc4847f8b8",
"type": "model_change",
"from": "ollama-cloud/glm-5.1",
"to": "ollama-cloud/nemotron-3-super",
"reason": "feat: evolutionary agent model upgrades based on recommendation matrix",
"source": "git"
},
{
"date": "2026-04-30T08:42:10Z",
"commit": "fb552e00201dae79647e709843781ea34d01630c",
"type": "model_change",
"from": "ollama-cloud/nemotron-3-super",
"to": "ollama-cloud/glm-5.1",
"reason": "feat: v3 optimal model assignments + fitness gate",
"source": "git"
},
{
"date": "2026-05-08T21:25:38Z",
"commit": "47b027a02fc909a303a659282afb228ac2204c0c",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/glm-5.1",
"reason": "feat(gns2): Gitea-Nervous-System v2.0 - distributed agent state machine",
"source": "git"
},
{
"date": "2026-05-25T14:36:31Z",
"commit": "4a0c78e5c965188fe669db9cecc430904702728c",
"type": "model_change",
"from": "ollama-cloud/glm-5.1",
"to": "ollama-cloud/qwen3.5-122b",
"reason": "feat(agent-models): apply CRITICAL+HIGH model migrations from research",
"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"
},
{
"date": "2026-04-03T20:10:17Z",
"commit": "47219c42046c482be46664a84c99fd5123b14062",
"type": "model_change",
"from": null,
"to": "ollama-cloud/claude-4.5",
"reason": "feat: \u0440\u0435\u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u044f \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u0430\u0433\u0435\u043d\u0442\u043e\u0432 \u0438 \u0434\u043e\u0431\u0430\u0432\u043b\u0435\u043d\u0438\u0435 skills \u0441\u043e\u0433\u043b\u0430\u0441\u043d\u043e \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0438\u0438 Kilo Code",
"source": "git"
},
{
"date": "2026-04-04T00:50:22Z",
"commit": "4a69c5323b6686b67a90184ac99b6994fad6748d",
"type": "model_change",
"from": "ollama-cloud/claude-4.5",
"to": "openrouter/qwen/qwen3.6-plus:free",
"reason": "feat: update agent models to current configuration",
"source": "git"
},
{
"date": "2026-04-04T03:18:28Z",
"commit": "a1a15473a03661e3af6730b6a6d3c24f34756e13",
"type": "prompt_change",
"from": null,
"to": "openrouter/qwen/qwen3.6-plus:free",
"reason": "feat: add mandatory Gitea commenting to all agents",
"source": "git"
},
{
"date": "2026-04-05T05:21:02Z",
"commit": "caf77f53c8a8f501cf7667ea6f2dd06676506430",
"type": "model_change",
"from": "openrouter/qwen/qwen3.6-plus:free",
"to": "ollama-cloud/nemotron-3-super",
"reason": "feat: update agent models based on recommendations",
"source": "git"
},
{
"date": "2026-04-05T12:15:30Z",
"commit": "ebbb4d01b23066f27e451334e43899bd96b5ac90",
"type": "model_change",
"from": "ollama-cloud/nemotron-3-super",
"to": "qwen/qwen3.6-plus:free",
"reason": "feat: optimize agent models for better performance",
"source": "git"
},
{
"date": "2026-04-05T23:47:14Z",
"commit": "1ab9939c92a6201884d8919aeba360dac8b09213",
"type": "model_change",
"from": "qwen/qwen3.6-plus:free",
"to": "openrouter/qwen/qwen3.6-plus:free",
"reason": "fix: correct OpenRouter model paths across all files",
"source": "git"
},
{
"date": "2026-04-12T22:38:41Z",
"commit": "e19fa3effd688ee0b62d10423be1de671fa1b696",
"type": "model_change",
"from": "openrouter/qwen/qwen3.6-plus:free",
"to": "ollama-cloud/glm-5.1",
"reason": "refactor: full agent system revision \u2014 migrate to GLM-5.1, fix delegation chains, audit consistency",
"source": "git"
},
{
"date": "2026-04-18T13:49:24Z",
"commit": "28a3b648ccfc49954648348b9d8273d3b1cd20d9",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/glm-5.1",
"reason": "refactor(prompts): compress 29 agents (-77%) and 7 rules (-55%), delete 2 duplicates",
"source": "git"
},
{
"date": "2026-04-30T08:42:10Z",
"commit": "fb552e00201dae79647e709843781ea34d01630c",
"type": "model_change",
"from": "ollama-cloud/glm-5.1",
"to": "ollama-cloud/qwen3.6-plus",
"reason": "feat: v3 optimal model assignments + fitness gate",
"source": "git"
},
{
"date": "2026-05-08T22:03:08Z",
"commit": "bd154f24d037bcf8e3a02488f174523054eeb07f",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/qwen3.6-plus",
"reason": "feat(gns2): mass-update all 30 agents with GNS-2 protocol",
"source": "git"
},
{
"date": "2026-05-25T14:36:31Z",
"commit": "4a0c78e5c965188fe669db9cecc430904702728c",
"type": "model_change",
"from": "ollama-cloud/qwen3.6-plus",
"to": "ollama-cloud/qwen3.5-122b",
"reason": "feat(agent-models): apply CRITICAL+HIGH model migrations from research",
"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": [
{
"date": "2026-04-03T20:10:17Z",
"commit": "47219c42046c482be46664a84c99fd5123b14062",
"type": "model_change",
"from": null,
"to": "ollama-cloud/minimax-m2.7",
"reason": "feat: \u0440\u0435\u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u044f \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u0430\u0433\u0435\u043d\u0442\u043e\u0432 \u0438 \u0434\u043e\u0431\u0430\u0432\u043b\u0435\u043d\u0438\u0435 skills \u0441\u043e\u0433\u043b\u0430\u0441\u043d\u043e \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0438\u0438 Kilo Code",
"source": "git"
},
{
"date": "2026-04-03T20:50:40Z",
"commit": "72d6f52844c6578defb5ed8a2d692b4e6ac3b3db",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/minimax-m2.7",
"reason": "fix: correct agent mode configuration and add Task tool invocation sections",
"source": "git"
},
{
"date": "2026-04-04T00:50:22Z",
"commit": "4a69c5323b6686b67a90184ac99b6994fad6748d",
"type": "model_change",
"from": "ollama-cloud/minimax-m2.7",
"to": "ollama-cloud/minimax-m2.5",
"reason": "feat: update agent models to current configuration",
"source": "git"
},
{
"date": "2026-04-04T03:18:28Z",
"commit": "a1a15473a03661e3af6730b6a6d3c24f34756e13",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/minimax-m2.5",
"reason": "feat: add mandatory Gitea commenting to all agents",
"source": "git"
},
{
"date": "2026-04-12T22:38:41Z",
"commit": "e19fa3effd688ee0b62d10423be1de671fa1b696",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/minimax-m2.5",
"reason": "refactor: full agent system revision \u2014 migrate to GLM-5.1, fix delegation chains, audit consistency",
"source": "git"
},
{
"date": "2026-04-18T13:49:24Z",
"commit": "28a3b648ccfc49954648348b9d8273d3b1cd20d9",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/minimax-m2.5",
"reason": "refactor(prompts): compress 29 agents (-77%) and 7 rules (-55%), delete 2 duplicates",
"source": "git"
},
{
"date": "2026-04-30T08:42:10Z",
"commit": "fb552e00201dae79647e709843781ea34d01630c",
"type": "model_change",
"from": "ollama-cloud/minimax-m2.5",
"to": "ollama-cloud/kimi-k2.6:cloud",
"reason": "feat: v3 optimal model assignments + fitness gate",
"source": "git"
},
{
"date": "2026-05-08T22:03:08Z",
"commit": "bd154f24d037bcf8e3a02488f174523054eeb07f",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/kimi-k2.6:cloud",
"reason": "feat(gns2): mass-update all 30 agents with GNS-2 protocol",
"source": "git"
},
{
"date": "2026-05-13T09:27:48Z",
"commit": "4c9a95661f6222c84e0a67cec217babfacefdf29",
"type": "model_change",
"from": "ollama-cloud/kimi-k2.6:cloud",
"to": "ollama-cloud/kimi-k2.6",
"reason": "evolution: remove obsolete :cloud suffix from kimi-k2.6 model id across all configs",
"source": "git"
},
{
"date": "2026-05-13T09:37:40Z",
"commit": "2287122f9196e4ef5b0cbfff3641d74b6320f086",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/kimi-k2.6",
"reason": "fix(agents): add Tool-First Enforcement to agent definitions and global rules",
"source": "git"
}
],
"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"
},
{
"date": "2026-04-03T20:10:17Z",
"commit": "47219c42046c482be46664a84c99fd5123b14062",
"type": "model_change",
"from": null,
"to": "ollama-cloud/qwen3.5-122b",
"reason": "feat: \u0440\u0435\u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u044f \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u0430\u0433\u0435\u043d\u0442\u043e\u0432 \u0438 \u0434\u043e\u0431\u0430\u0432\u043b\u0435\u043d\u0438\u0435 skills \u0441\u043e\u0433\u043b\u0430\u0441\u043d\u043e \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0438\u0438 Kilo Code",
"source": "git"
},
{
"date": "2026-04-04T00:50:22Z",
"commit": "4a69c5323b6686b67a90184ac99b6994fad6748d",
"type": "model_change",
"from": "ollama-cloud/qwen3.5-122b",
"to": "openrouter/qwen/qwen3.6-plus:free",
"reason": "feat: update agent models to current configuration",
"source": "git"
},
{
"date": "2026-04-04T03:18:28Z",
"commit": "a1a15473a03661e3af6730b6a6d3c24f34756e13",
"type": "prompt_change",
"from": null,
"to": "openrouter/qwen/qwen3.6-plus:free",
"reason": "feat: add mandatory Gitea commenting to all agents",
"source": "git"
},
{
"date": "2026-04-05T05:21:02Z",
"commit": "caf77f53c8a8f501cf7667ea6f2dd06676506430",
"type": "model_change",
"from": "openrouter/qwen/qwen3.6-plus:free",
"to": "ollama-cloud/glm-5",
"reason": "feat: update agent models based on recommendations",
"source": "git"
},
{
"date": "2026-04-05T20:28:47Z",
"commit": "4af7355429bb6a9336cb608a5d5a3132943653f6",
"type": "model_change",
"from": "ollama-cloud/glm-5",
"to": "qwen/qwen3.6-plus:free",
"reason": "feat: update agent models based on research recommendations",
"source": "git"
},
{
"date": "2026-04-05T23:47:14Z",
"commit": "1ab9939c92a6201884d8919aeba360dac8b09213",
"type": "model_change",
"from": "qwen/qwen3.6-plus:free",
"to": "openrouter/qwen/qwen3.6-plus:free",
"reason": "fix: correct OpenRouter model paths across all files",
"source": "git"
},
{
"date": "2026-04-12T22:38:41Z",
"commit": "e19fa3effd688ee0b62d10423be1de671fa1b696",
"type": "model_change",
"from": "openrouter/qwen/qwen3.6-plus:free",
"to": "ollama-cloud/glm-5.1",
"reason": "refactor: full agent system revision \u2014 migrate to GLM-5.1, fix delegation chains, audit consistency",
"source": "git"
},
{
"date": "2026-04-18T13:49:24Z",
"commit": "28a3b648ccfc49954648348b9d8273d3b1cd20d9",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/glm-5.1",
"reason": "refactor(prompts): compress 29 agents (-77%) and 7 rules (-55%), delete 2 duplicates",
"source": "git"
},
{
"date": "2026-05-08T22:03:08Z",
"commit": "bd154f24d037bcf8e3a02488f174523054eeb07f",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/glm-5.1",
"reason": "feat(gns2): mass-update all 30 agents with GNS-2 protocol",
"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"
},
{
"date": "2026-04-05T01:36:39Z",
"commit": "39eeb2f35fe2b1fb81c82e13d65b0a9f5278c5ae",
"type": "model_change",
"from": null,
"to": "ollama-cloud/gpt-oss:120b",
"reason": "feat: add workflow executor, quality controller, and workflow architect for closed-loop execution",
"source": "git"
},
{
"date": "2026-04-05T20:28:47Z",
"commit": "4af7355429bb6a9336cb608a5d5a3132943653f6",
"type": "model_change",
"from": "ollama-cloud/gpt-oss:120b",
"to": "qwen/qwen3.6-plus:free",
"reason": "feat: update agent models based on research recommendations",
"source": "git"
},
{
"date": "2026-04-05T23:47:14Z",
"commit": "1ab9939c92a6201884d8919aeba360dac8b09213",
"type": "model_change",
"from": "qwen/qwen3.6-plus:free",
"to": "openrouter/qwen/qwen3.6-plus:free",
"reason": "fix: correct OpenRouter model paths across all files",
"source": "git"
},
{
"date": "2026-04-12T22:38:41Z",
"commit": "e19fa3effd688ee0b62d10423be1de671fa1b696",
"type": "model_change",
"from": "openrouter/qwen/qwen3.6-plus:free",
"to": "ollama-cloud/glm-5.1",
"reason": "refactor: full agent system revision \u2014 migrate to GLM-5.1, fix delegation chains, audit consistency",
"source": "git"
},
{
"date": "2026-04-18T13:49:24Z",
"commit": "28a3b648ccfc49954648348b9d8273d3b1cd20d9",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/glm-5.1",
"reason": "refactor(prompts): compress 29 agents (-77%) and 7 rules (-55%), delete 2 duplicates",
"source": "git"
},
{
"date": "2026-04-27T12:09:36Z",
"commit": "dbea8c90dbfd3b9fb84c4fd6ada243fc4847f8b8",
"type": "model_change",
"from": "ollama-cloud/glm-5.1",
"to": "ollama-cloud/gpt-oss:120b",
"reason": "feat: evolutionary agent model upgrades based on recommendation matrix",
"source": "git"
},
{
"date": "2026-04-30T08:42:10Z",
"commit": "fb552e00201dae79647e709843781ea34d01630c",
"type": "model_change",
"from": "ollama-cloud/gpt-oss:120b",
"to": "ollama-cloud/glm-5.1",
"reason": "feat: v3 optimal model assignments + fitness gate",
"source": "git"
},
{
"date": "2026-05-04T22:01:45Z",
"commit": "80dca09ae0a74bd9b1b846e7c91d8b398d80ce9e",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/glm-5.1",
"reason": "fix: unquoted color, duplicate key, GLM downgrade + cross-platform validator",
"source": "git"
},
{
"date": "2026-05-08T22:03:08Z",
"commit": "bd154f24d037bcf8e3a02488f174523054eeb07f",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/glm-5.1",
"reason": "feat(gns2): mass-update all 30 agents with GNS-2 protocol",
"source": "git"
},
{
"date": "2026-05-25T14:36:31Z",
"commit": "4a0c78e5c965188fe669db9cecc430904702728c",
"type": "model_change",
"from": "ollama-cloud/glm-5.1",
"to": "ollama-cloud/qwen3.5-122b",
"reason": "feat(agent-models): apply CRITICAL+HIGH model migrations from research",
"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/nemotron-3-nano",
"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"
},
{
"date": "2026-05-25T14:08:46.653Z",
"commit": "sync",
"type": "model_change",
"from": "ollama-cloud/deepseek-v4-pro-max",
"to": "ollama-cloud/nemotron-3-nano",
"reason": "Model update from sync",
"source": "git"
},
{
"date": "2026-04-04T01:42:12Z",
"commit": "e58a5b6380d8e923ea4264783fb03fd4e8351a9f",
"type": "model_change",
"from": null,
"to": "qwen/qwen3.6-plus:free",
"reason": "feat: add markdown-validator agent and scoped-labels skill",
"source": "git"
},
{
"date": "2026-04-04T03:18:28Z",
"commit": "a1a15473a03661e3af6730b6a6d3c24f34756e13",
"type": "prompt_change",
"from": null,
"to": "qwen/qwen3.6-plus:free",
"reason": "feat: add mandatory Gitea commenting to all agents",
"source": "git"
},
{
"date": "2026-04-05T05:21:02Z",
"commit": "caf77f53c8a8f501cf7667ea6f2dd06676506430",
"type": "model_change",
"from": "qwen/qwen3.6-plus:free",
"to": "ollama-cloud/nemotron-3-nano:30b",
"reason": "feat: update agent models based on recommendations",
"source": "git"
},
{
"date": "2026-04-18T13:49:24Z",
"commit": "28a3b648ccfc49954648348b9d8273d3b1cd20d9",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/nemotron-3-nano:30b",
"reason": "refactor(prompts): compress 29 agents (-77%) and 7 rules (-55%), delete 2 duplicates",
"source": "git"
},
{
"date": "2026-04-30T08:42:10Z",
"commit": "fb552e00201dae79647e709843781ea34d01630c",
"type": "model_change",
"from": "ollama-cloud/nemotron-3-nano:30b",
"to": "ollama-cloud/deepseek-v4-pro-max",
"reason": "feat: v3 optimal model assignments + fitness gate",
"source": "git"
},
{
"date": "2026-05-08T22:03:08Z",
"commit": "bd154f24d037bcf8e3a02488f174523054eeb07f",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/deepseek-v4-pro-max",
"reason": "feat(gns2): mass-update all 30 agents with GNS-2 protocol",
"source": "git"
},
{
"date": "2026-05-25T15:07:17Z",
"commit": "047a87afb405c647bcb778f3c090d042440839d3",
"type": "model_change",
"from": "ollama-cloud/deepseek-v4-pro-max",
"to": "ollama-cloud/nemotron-3-nano",
"reason": "feat(agent-models): apply MEDIUM+LOW priority model migrations",
"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"
},
{
"date": "2026-04-03T20:27:54Z",
"commit": "a0ef7cd02d3579883287ff0ffc23d1e5932c703a",
"type": "model_change",
"from": null,
"to": "ollama-cloud/glm-5",
"reason": "feat: add Agent Architect and KILO_SPEC documentation",
"source": "git"
},
{
"date": "2026-04-04T00:50:22Z",
"commit": "4a69c5323b6686b67a90184ac99b6994fad6748d",
"type": "model_change",
"from": "ollama-cloud/glm-5",
"to": "qwen/qwen3.6-plus:free",
"reason": "feat: update agent models to current configuration",
"source": "git"
},
{
"date": "2026-04-04T01:51:28Z",
"commit": "298dde4273944e17d929b3b774c58e4f09e50753",
"type": "model_change",
"from": "qwen/qwen3.6-plus:free",
"to": "openrouter/openai/gpt-oss:120b",
"reason": "feat: add capability-analyst and agent-architect for task coverage analysis",
"source": "git"
},
{
"date": "2026-04-04T01:54:02Z",
"commit": "657407d5efd7eea2fc3bd6aa5853ebc320514e1d",
"type": "model_change",
"from": "openrouter/openai/gpt-oss:120b",
"to": "ollama-cloud/gpt-oss:120b",
"reason": "fix: replace unavailable model references with available ones",
"source": "git"
},
{
"date": "2026-04-04T02:05:17Z",
"commit": "39d5ddf333ff2276580f3bee59b56462f52e9c1d",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/gpt-oss:120b",
"reason": "test: add validation functions and autonomous pipeline system tests",
"source": "git"
},
{
"date": "2026-04-04T03:18:28Z",
"commit": "a1a15473a03661e3af6730b6a6d3c24f34756e13",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/gpt-oss:120b",
"reason": "feat: add mandatory Gitea commenting to all agents",
"source": "git"
},
{
"date": "2026-04-05T12:15:30Z",
"commit": "ebbb4d01b23066f27e451334e43899bd96b5ac90",
"type": "model_change",
"from": "ollama-cloud/gpt-oss:120b",
"to": "ollama-cloud/nemotron-3-super",
"reason": "feat: optimize agent models for better performance",
"source": "git"
},
{
"date": "2026-04-05T23:37:23Z",
"commit": "a4e09ad5d5e88ee25688b3a2d1c548e3ada0e549",
"type": "model_change",
"from": "ollama-cloud/nemotron-3-super",
"to": "qwen/qwen3.6-plus:free",
"reason": "feat: upgrade agent models based on research findings",
"source": "git"
},
{
"date": "2026-04-05T23:42:32Z",
"commit": "6ba325cec5135517241bbbb48acfc54aeadaeac2",
"type": "model_change",
"from": "qwen/qwen3.6-plus:free",
"to": "openrouter/qwen/qwen3.6-plus:free",
"reason": "fix: correct model path format for OpenRouter",
"source": "git"
},
{
"date": "2026-04-12T22:38:41Z",
"commit": "e19fa3effd688ee0b62d10423be1de671fa1b696",
"type": "model_change",
"from": "openrouter/qwen/qwen3.6-plus:free",
"to": "ollama-cloud/glm-5.1",
"reason": "refactor: full agent system revision \u2014 migrate to GLM-5.1, fix delegation chains, audit consistency",
"source": "git"
},
{
"date": "2026-04-18T13:49:24Z",
"commit": "28a3b648ccfc49954648348b9d8273d3b1cd20d9",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/glm-5.1",
"reason": "refactor(prompts): compress 29 agents (-77%) and 7 rules (-55%), delete 2 duplicates",
"source": "git"
},
{
"date": "2026-04-27T12:09:36Z",
"commit": "dbea8c90dbfd3b9fb84c4fd6ada243fc4847f8b8",
"type": "model_change",
"from": "ollama-cloud/glm-5.1",
"to": "ollama-cloud/kimi-k2.6:cloud",
"reason": "feat: evolutionary agent model upgrades based on recommendation matrix",
"source": "git"
},
{
"date": "2026-05-04T22:01:45Z",
"commit": "80dca09ae0a74bd9b1b846e7c91d8b398d80ce9e",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/kimi-k2.6:cloud",
"reason": "fix: unquoted color, duplicate key, GLM downgrade + cross-platform validator",
"source": "git"
},
{
"date": "2026-05-08T21:25:38Z",
"commit": "47b027a02fc909a303a659282afb228ac2204c0c",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/kimi-k2.6:cloud",
"reason": "feat(gns2): Gitea-Nervous-System v2.0 - distributed agent state machine",
"source": "git"
},
{
"date": "2026-05-13T09:27:48Z",
"commit": "4c9a95661f6222c84e0a67cec217babfacefdf29",
"type": "model_change",
"from": "ollama-cloud/kimi-k2.6:cloud",
"to": "ollama-cloud/kimi-k2.6",
"reason": "evolution: remove obsolete :cloud suffix from kimi-k2.6 model id across all configs",
"source": "git"
}
],
"performance_log": []
},
"planner": {
"current": {
"description": "Advanced task planner using Chain of Thought, Tree of Thoughts, and Plan-Execute-Reflect (GNS-2 Tier 0)",
"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",
"from": "ollama-cloud/gpt-oss:120b",
"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"
},
{
"date": "2026-04-05T02:01:05Z",
"commit": "774dc9ac4052a1830ec238837fbf7a2c7d6b2518",
"type": "model_change",
"from": null,
"to": "ollama-cloud/gpt-oss:120b",
"reason": "feat: add cognitive enhancement agents based on research",
"source": "git"
},
{
"date": "2026-04-05T05:21:02Z",
"commit": "caf77f53c8a8f501cf7667ea6f2dd06676506430",
"type": "model_change",
"from": "ollama-cloud/gpt-oss:120b",
"to": "ollama-cloud/nemotron-3-super",
"reason": "feat: update agent models based on recommendations",
"source": "git"
},
{
"date": "2026-04-12T22:38:41Z",
"commit": "e19fa3effd688ee0b62d10423be1de671fa1b696",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/nemotron-3-super",
"reason": "refactor: full agent system revision \u2014 migrate to GLM-5.1, fix delegation chains, audit consistency",
"source": "git"
},
{
"date": "2026-04-18T13:49:24Z",
"commit": "28a3b648ccfc49954648348b9d8273d3b1cd20d9",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/nemotron-3-super",
"reason": "refactor(prompts): compress 29 agents (-77%) and 7 rules (-55%), delete 2 duplicates",
"source": "git"
},
{
"date": "2026-04-30T08:42:10Z",
"commit": "fb552e00201dae79647e709843781ea34d01630c",
"type": "model_change",
"from": "ollama-cloud/nemotron-3-super",
"to": "ollama-cloud/deepseek-v4-pro-max",
"reason": "feat: v3 optimal model assignments + fitness gate",
"source": "git"
},
{
"date": "2026-05-08T22:03:08Z",
"commit": "bd154f24d037bcf8e3a02488f174523054eeb07f",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/deepseek-v4-pro-max",
"reason": "feat(gns2): mass-update all 30 agents with GNS-2 protocol",
"source": "git"
}
],
"performance_log": []
},
"reflector": {
"current": {
"description": "Self-reflection agent using Reflexion pattern - learns from mistakes (GNS-2 Tier 0)",
"mode": "subagent",
"model": "ollama-cloud/deepseek-v4-pro-max",
"provider": "Ollama",
"color": "\"#10B981\"",
"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 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"
},
{
"date": "2026-04-05T02:01:05Z",
"commit": "774dc9ac4052a1830ec238837fbf7a2c7d6b2518",
"type": "model_change",
"from": null,
"to": "ollama-cloud/gpt-oss:120b",
"reason": "feat: add cognitive enhancement agents based on research",
"source": "git"
},
{
"date": "2026-04-05T05:21:02Z",
"commit": "caf77f53c8a8f501cf7667ea6f2dd06676506430",
"type": "model_change",
"from": "ollama-cloud/gpt-oss:120b",
"to": "ollama-cloud/nemotron-3-super",
"reason": "feat: update agent models based on recommendations",
"source": "git"
},
{
"date": "2026-04-12T22:38:41Z",
"commit": "e19fa3effd688ee0b62d10423be1de671fa1b696",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/nemotron-3-super",
"reason": "refactor: full agent system revision \u2014 migrate to GLM-5.1, fix delegation chains, audit consistency",
"source": "git"
},
{
"date": "2026-04-18T13:49:24Z",
"commit": "28a3b648ccfc49954648348b9d8273d3b1cd20d9",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/nemotron-3-super",
"reason": "refactor(prompts): compress 29 agents (-77%) and 7 rules (-55%), delete 2 duplicates",
"source": "git"
},
{
"date": "2026-04-30T08:42:10Z",
"commit": "fb552e00201dae79647e709843781ea34d01630c",
"type": "model_change",
"from": "ollama-cloud/nemotron-3-super",
"to": "ollama-cloud/deepseek-v4-pro-max",
"reason": "feat: v3 optimal model assignments + fitness gate",
"source": "git"
},
{
"date": "2026-05-08T22:03:08Z",
"commit": "bd154f24d037bcf8e3a02488f174523054eeb07f",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/deepseek-v4-pro-max",
"reason": "feat(gns2): mass-update all 30 agents with GNS-2 protocol",
"source": "git"
}
],
"performance_log": []
},
"memory-manager": {
"current": {
"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": []
},
"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"
},
{
"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"
},
{
"date": "2026-04-05T02:01:05Z",
"commit": "774dc9ac4052a1830ec238837fbf7a2c7d6b2518",
"type": "model_change",
"from": null,
"to": "ollama-cloud/gpt-oss:120b",
"reason": "feat: add cognitive enhancement agents based on research",
"source": "git"
},
{
"date": "2026-04-05T05:21:02Z",
"commit": "caf77f53c8a8f501cf7667ea6f2dd06676506430",
"type": "model_change",
"from": "ollama-cloud/gpt-oss:120b",
"to": "ollama-cloud/nemotron-3-super",
"reason": "feat: update agent models based on recommendations",
"source": "git"
},
{
"date": "2026-04-12T22:38:41Z",
"commit": "e19fa3effd688ee0b62d10423be1de671fa1b696",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/nemotron-3-super",
"reason": "refactor: full agent system revision \u2014 migrate to GLM-5.1, fix delegation chains, audit consistency",
"source": "git"
},
{
"date": "2026-04-18T13:49:24Z",
"commit": "28a3b648ccfc49954648348b9d8273d3b1cd20d9",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/nemotron-3-super",
"reason": "refactor(prompts): compress 29 agents (-77%) and 7 rules (-55%), delete 2 duplicates",
"source": "git"
},
{
"date": "2026-04-30T08:42:10Z",
"commit": "fb552e00201dae79647e709843781ea34d01630c",
"type": "model_change",
"from": "ollama-cloud/nemotron-3-super",
"to": "ollama-cloud/qwen3.6-plus",
"reason": "feat: v3 optimal model assignments + fitness gate",
"source": "git"
},
{
"date": "2026-05-08T22:03:08Z",
"commit": "bd154f24d037bcf8e3a02488f174523054eeb07f",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/qwen3.6-plus",
"reason": "feat(gns2): mass-update all 30 agents with GNS-2 protocol",
"source": "git"
},
{
"date": "2026-05-25T14:36:31Z",
"commit": "4a0c78e5c965188fe669db9cecc430904702728c",
"type": "model_change",
"from": "ollama-cloud/qwen3.6-plus",
"to": "ollama-cloud/deepseek-v4-pro-max",
"reason": "feat(agent-models): apply CRITICAL+HIGH model migrations from research",
"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": [
{
"date": "2026-04-05T12:47:01Z",
"commit": "43747d9875edd6061699b831c51ccbb573ec6a47",
"type": "model_change",
"from": null,
"to": "ollama-cloud/deepseek-v3.2",
"reason": "feat: add Docker/DevOps skills and devops-engineer agent",
"source": "git"
},
{
"date": "2026-04-05T13:02:32Z",
"commit": "0a854a3bc323330daab1a947c9f1d244dbb8a555",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/deepseek-v3.2",
"reason": "fix: add missing agent permissions and update orchestrator mappings",
"source": "git"
},
{
"date": "2026-04-05T20:28:47Z",
"commit": "4af7355429bb6a9336cb608a5d5a3132943653f6",
"type": "model_change",
"from": "ollama-cloud/deepseek-v3.2",
"to": "ollama-cloud/nemotron-3-super",
"reason": "feat: update agent models based on research recommendations",
"source": "git"
},
{
"date": "2026-04-18T13:49:24Z",
"commit": "28a3b648ccfc49954648348b9d8273d3b1cd20d9",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/nemotron-3-super",
"reason": "refactor(prompts): compress 29 agents (-77%) and 7 rules (-55%), delete 2 duplicates",
"source": "git"
},
{
"date": "2026-04-27T12:09:36Z",
"commit": "dbea8c90dbfd3b9fb84c4fd6ada243fc4847f8b8",
"type": "model_change",
"from": "ollama-cloud/nemotron-3-super",
"to": "ollama-cloud/kimi-k2.6:cloud",
"reason": "feat: evolutionary agent model upgrades based on recommendation matrix",
"source": "git"
},
{
"date": "2026-05-08T22:03:08Z",
"commit": "bd154f24d037bcf8e3a02488f174523054eeb07f",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/kimi-k2.6:cloud",
"reason": "feat(gns2): mass-update all 30 agents with GNS-2 protocol",
"source": "git"
},
{
"date": "2026-05-13T09:27:48Z",
"commit": "4c9a95661f6222c84e0a67cec217babfacefdf29",
"type": "model_change",
"from": "ollama-cloud/kimi-k2.6:cloud",
"to": "ollama-cloud/kimi-k2.6",
"reason": "evolution: remove obsolete :cloud suffix from kimi-k2.6 model id across all configs",
"source": "git"
},
{
"date": "2026-05-13T09:37:40Z",
"commit": "2287122f9196e4ef5b0cbfff3641d74b6320f086",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/kimi-k2.6",
"reason": "fix(agents): add Tool-First Enforcement to agent definitions and global rules",
"source": "git"
}
],
"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"
},
{
"date": "2026-04-05T17:04:13Z",
"commit": "af5f401a533810926da2bf1ec559456d92c1cabd",
"type": "model_change",
"from": null,
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "feat: add Flutter development support with agent, rules and skills",
"source": "git"
},
{
"date": "2026-04-05T17:26:02Z",
"commit": "b899119d218470c28e0988d1d0bcba6ba2b55330",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "feat: add html-to-flutter skill and research report",
"source": "git"
},
{
"date": "2026-04-18T13:49:24Z",
"commit": "28a3b648ccfc49954648348b9d8273d3b1cd20d9",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "refactor(prompts): compress 29 agents (-77%) and 7 rules (-55%), delete 2 duplicates",
"source": "git"
},
{
"date": "2026-05-08T22:03:08Z",
"commit": "bd154f24d037bcf8e3a02488f174523054eeb07f",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "feat(gns2): mass-update all 30 agents with GNS-2 protocol",
"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. (GNS-2 Tier 0)",
"mode": "subagent",
"model": "ollama-cloud/glm-5.1",
"provider": "Ollama",
"variant": "thinking",
"color": "\"#10B981\"",
"category": "General",
"capabilities": []
},
"history": [
{
"date": "2026-04-22T20:01:38Z",
"commit": "6b71ea2b574dea773ef424291de119eedd9b470e",
"type": "model_change",
"from": null,
"to": "ollama-cloud/glm-5.1",
"reason": "feat: add .architect/ project mapping system with architect-indexer agent and Docker containerization",
"source": "git"
},
{
"date": "2026-05-08T22:03:08Z",
"commit": "bd154f24d037bcf8e3a02488f174523054eeb07f",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/glm-5.1",
"reason": "feat(gns2): mass-update all 30 agents with GNS-2 protocol",
"source": "git"
}
],
"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": [
{
"date": "2026-04-18T23:43:04Z",
"commit": "b46a1a20a8ea028eaf4365bd785c2d9a6847119a",
"type": "model_change",
"from": null,
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "feat: add PHP development stack, atomic tasks, modular code rules, agent monitoring, fix target project detection",
"source": "git"
},
{
"date": "2026-05-08T22:03:08Z",
"commit": "bd154f24d037bcf8e3a02488f174523054eeb07f",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "feat(gns2): mass-update all 30 agents with GNS-2 protocol",
"source": "git"
}
],
"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"
},
{
"date": "2026-04-06T00:23:50Z",
"commit": "fa68141d476a6356a2fb0618a124d49c9a8d2c65",
"type": "model_change",
"from": null,
"to": "ollama-cloud/nemotron-3-super",
"reason": "feat: add pipeline-judge agent and evolution workflow system",
"source": "git"
},
{
"date": "2026-04-06T00:48:21Z",
"commit": "170324765147282e20fd17236378afba6f0db5c9",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/nemotron-3-super",
"reason": "feat: add Docker-based evolution testing with precise measurements",
"source": "git"
},
{
"date": "2026-04-06T01:35:29Z",
"commit": "ae471dcd6b6d266bd485279b28c33740470589e7",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/nemotron-3-super",
"reason": "docs: remove Docker references from pipeline-judge",
"source": "git"
},
{
"date": "2026-04-06T22:55:12Z",
"commit": "b9abd91d075308d15ff800986290aeacf3b5fa25",
"type": "model_change",
"from": "ollama-cloud/nemotron-3-super",
"to": "openrouter/qwen/qwen3.6-plus:free",
"reason": "feat: orchestrator evolution \u2014 full access + model upgrades + self-evolution protocol",
"source": "git"
},
{
"date": "2026-04-12T22:38:41Z",
"commit": "e19fa3effd688ee0b62d10423be1de671fa1b696",
"type": "model_change",
"from": "openrouter/qwen/qwen3.6-plus:free",
"to": "ollama-cloud/glm-5.1",
"reason": "refactor: full agent system revision \u2014 migrate to GLM-5.1, fix delegation chains, audit consistency",
"source": "git"
},
{
"date": "2026-04-18T13:49:24Z",
"commit": "28a3b648ccfc49954648348b9d8273d3b1cd20d9",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/glm-5.1",
"reason": "refactor(prompts): compress 29 agents (-77%) and 7 rules (-55%), delete 2 duplicates",
"source": "git"
},
{
"date": "2026-05-08T22:03:08Z",
"commit": "bd154f24d037bcf8e3a02488f174523054eeb07f",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/glm-5.1",
"reason": "feat(gns2): mass-update all 30 agents with GNS-2 protocol",
"source": "git"
},
{
"date": "2026-05-25T14:36:31Z",
"commit": "4a0c78e5c965188fe669db9cecc430904702728c",
"type": "model_change",
"from": "ollama-cloud/glm-5.1",
"to": "ollama-cloud/kimi-k2.6",
"reason": "feat(agent-models): apply CRITICAL+HIGH model migrations from research",
"source": "git"
}
],
"performance_log": []
},
"python-developer": {
"current": {
"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": [
{
"date": "2026-04-19T10:04:51Z",
"commit": "7445e66676fa5465cafd20a337c1b8f1ca4d7d96",
"type": "model_change",
"from": null,
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "feat: add Next.js, Vue/Nuxt, React, Python (Django/FastAPI) skills and agents",
"source": "git"
},
{
"date": "2026-05-08T22:03:08Z",
"commit": "bd154f24d037bcf8e3a02488f174523054eeb07f",
"type": "prompt_change",
"from": null,
"to": "ollama-cloud/qwen3-coder:480b",
"reason": "feat(gns2): mass-update all 30 agents with GNS-2 protocol",
"source": "git"
}
],
"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": [
{
"date": "2026-05-09T13:31:20Z",
"commit": "c031c4b9e5d3973d5e29c7aea13166b282ea49c4",
"type": "model_change",
"from": null,
"to": "ollama-cloud/kimi-k2.6:cloud",
"reason": "feat(evolution): add incident-responder agent for server incident response and forensics",
"source": "git"
},
{
"date": "2026-05-13T09:27:48Z",
"commit": "4c9a95661f6222c84e0a67cec217babfacefdf29",
"type": "model_change",
"from": "ollama-cloud/kimi-k2.6:cloud",
"to": "ollama-cloud/kimi-k2.6",
"reason": "evolution: remove obsolete :cloud suffix from kimi-k2.6 model id across all configs",
"source": "git"
}
],
"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": [
{
"date": "2026-05-24T00:11:25Z",
"commit": "e6e8e9cb2adc24595b18f0f6b0bafc29369201cc",
"type": "model_change",
"from": null,
"to": "ollama-cloud/kimi-k2.6",
"reason": "feat(workflow-cross-checker): add pre-flight inter-agent validation agent with gate protocol",
"source": "git"
}
],
"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 \u260588, reasoning for deep debug.",
"capabilities": []
},
"history": [],
"performance_log": []
}
},
"providers": {
"Ollama": {
"models": []
},
"OpenRouter": {
"models": []
},
"Groq": {
"models": []
}
},
"evolution_metrics": {
"total_agents": 38,
"agents_with_history": 23,
"pending_recommendations": 0,
"last_sync": "2026-05-25T19:17:16.039501Z",
"sync_sources": [
"git",
"capability-index.yaml",
"kilo.jsonc"
]
}
}
Reference in New Issue View Git Blame Copy Permalink