¨NW¨
fb552e0020
feat: v3 optimal model assignments + fitness gate
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- Update 30 agents to v3 heatmap maximum-score models:
* go-dev: qwen3-coder -> deepseek-v4-pro-max (85->88 +3)
* planner: nemotron -> deepseek-v4-pro-max (80->88 +8)
* perf-engineer: nemotron -> deepseek-v4-pro-max (78->84 +6)
* reflector: nemotron -> deepseek-v4-pro-max (78->84 +6)
* security: nemotron -> deepseek-v4-pro-max (76->80 +4)
* memory-manager: nemotron -> qwen3.6-plus (86->87 +1)
* frontend: kimi-k2.5 -> minimax-m2.5 (92)
* the-fixer: minimax-m2.5 -> kimi-k2.6 (88->90 +2)
* browser-auto: kimi-k2.6 -> qwen3-coder (86->87 +1)
* prompt-opt: glm-5.1 -> qwen3.6-plus (82->83 +1)
* backend: deepseek-v3.2 -> qwen3-coder (91)
* capability-analyst: nemotron -> glm-5.1 (85)
* release-man: devstral-2 -> glm-5.1 (82)
* evaluator: nemotron -> glm-5.1 (86)
* workflow-arch: gpt-oss -> glm-5.1 (84)
- Add Model Evolution Guard:
* fitness-gate.cjs: rejects downgrades >3 points or <75 score
* Normalized model ID lookup (: vs -)
* Diff report before any file modifications
- Update sync-benchmarks-from-yaml.cjs with fitness gate
- Sync kilo-meta.json, kilo.jsonc, .md agent files
- Rebuild research-dashboard.html (104KB, 30 agents, 11 models)
Total improvement: +105 points across 11 agents
Source: v3.html heatmap IF-adjusted composite scores
2026-04-30 08:42:10 +01:00
¨NW¨
9e48a4960e
fix: restore optimal v3 models + add fitness gate protection
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- Restore all 30 agents to v3.html heatmap optimal models:
* frontend-developer: qwen3-coder -> minimax-m2.5 (92★)
* devops-engineer: nemotron-3-super -> kimi-k2.6:cloud (88★)
* browser-automation: qwen3-coder -> kimi-k2.6:cloud (86★)
* agent-architect: glm-5.1 -> kimi-k2.6:cloud (86★)
- Add Model Evolution Guard system:
* agent-evolution/scripts/lib/fitness-gate.cjs
* Rejects downgrades >3 points or below score 75
* Produces detailed diff report before any file modifications
* Normalized model ID lookup (v3.html ':' vs JSON '-')
- Update sync-benchmarks-from-yaml.cjs with fitness gate
- Update model-benchmarks.json with v3 optimal assignments
- Rebuild research-dashboard.html (104KB, 30 agents, 11 models)
- Add model-evolution-guard.md architecture documentation
- Add v3-optimal-models.json as source-of-truth reference
Fixes regression introduced by commit 3badb25 where models were
silently downgraded from heatmap optimal to inferior assignments.
2026-04-29 23:19:16 +01:00
¨NW¨
d1516f4856
chore: organize temporary research artifacts into archive
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- Create agent-evolution/archive/ with scripts/, reports/, data/
- Move 11 Python migration/diagnostic scripts
- Move 7 intermediate report files (json, md, txt)
- Move test data and old dashboard builds
- Add archive/README.md with full index of contents
- Update .gitignore to exclude archive/scripts, reports, data
- Keep archive/README.md tracked for documentation
2026-04-29 21:14:23 +01:00
¨NW¨
3badb259cc
feat: bidirectional research dashboard + agent config fixes
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- Integrate apaw_agent_model_research_v3.html as standalone dashboard
- Add model-benchmarks.json with 32 agents, 11 scored models, 11 recommendations
- Add build-research-dashboard.ts: inject live data into template → standalone HTML
- Add rebuild-template.cjs: regenerate template from v3.html source
- Add sync-benchmarks-from-yaml.cjs: sync YAML → JSON round-trip
- Add sync-model-research.ts: apply recommendation matrix to config files
- Add model-benchmarks.schema.json and model-research.schema.json for validation
- Add bidirectional-data-flow.md architecture documentation
- Add log-execution.cjs pipeline hook
- Update capability-index.yaml: add fallback_models, failover_strategy
- Update kilo-meta.json, kilo.jsonc, KILO_SPEC.md with synced models
- Update evolution.md / research.md / self-evolution.md / evolutionary-sync.md docs
- Fix security-auditor.md: quote YAML color (#DC2626)
- Fix orchestrator.md: remove duplicate devops-engineer key
- Build research-dashboard.html (106KB standalone) + dated archive
2026-04-29 21:04:22 +01:00
¨NW¨
3127d82102
feat: sync agent evolution data and add self-diagnostic report
2026-04-23 07:58:44 +01:00
¨NW¨
fa68141d47
feat: add pipeline-judge agent and evolution workflow system
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- Add pipeline-judge agent for objective fitness scoring
- Update capability-index.yaml with pipeline-judge, evolution config
- Add fitness-evaluation.md workflow for auto-optimization
- Update evolution.md command with /evolve CLI
- Create .kilo/logs/fitness-history.jsonl for metrics logging
- Update AGENTS.md with new workflow state machine
- Add 6 new issues to MILESTONE_ISSUES.md for evolution integration
- Preserve ideas in agent-evolution/ideas/
Pipeline Judge computes fitness = (test_rate*0.5) + (gates*0.25) + (efficiency*0.25)
Auto-triggers prompt-optimizer when fitness < 0.70
2026-04-06 00:23:50 +01:00
¨NW¨
1ab9939c92
fix: correct OpenRouter model paths across all files
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Fixed format from 'qwen/...' to 'openrouter/qwen/...' for:
- product-owner.md
- prompt-optimizer.md
- workflow-architect.md
- status.md, blog.md, booking.md, commerce.md
- kilo.jsonc (default model + ask agent)
- agent-frontmatter-validation.md
- agent-versions.json (recommendations and history)
2026-04-05 23:47:14 +01:00
¨NW¨
6ba325cec5
fix: correct model path format for OpenRouter
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Changed qwen/qwen3.6-plus:free to openrouter/qwen/qwen3.6-plus:free
for capability-analyst, agent-architect, and evaluator agents.
2026-04-05 23:42:32 +01:00
¨NW¨
a4e09ad5d5
feat: upgrade agent models based on research findings
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- capability-analyst: nemotron-3-super → qwen3.6-plus:free (+23% quality, IF:90, FREE)
- requirement-refiner: nemotron-3-super → glm-5 (+33% quality)
- agent-architect: nemotron-3-super → qwen3.6-plus:free (+22% quality)
- evaluator: nemotron-3-super → qwen3.6-plus:free (+4% quality)
- Add /evolution workflow for tracking agent improvements
- Update agent-versions.json with evolution history
2026-04-05 23:37:23 +01:00
¨NW¨
fe28aa5922
chore: reorganize project structure and update README
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- Move docker-compose.evolution.yml to agent-evolution/docker-compose.yml
- Update README with current agent lineup (28+ agents)
- Fix model references in README tables
- Add recent commits history
- Simplify architecture overview
2026-04-05 23:02:44 +01:00
¨NW¨
15a7b4b7a4
feat: add Agent Evolution Dashboard
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- Create agent-evolution/ directory with standalone dashboard
- Add interactive HTML dashboard with agent/model matrix
- Add heatmap view for agent-model compatibility scores
- Add recommendations tab with optimization suggestions
- Add Gitea integration preparation (history timeline)
- Add Docker configuration for deployment
- Add build scripts for standalone HTML generation
- Add sync scripts for agent data synchronization
- Add milestone and issues documentation
- Add skills and rules for evolution sync
- Update AGENTS.md with dashboard documentation
- Update package.json with evolution scripts
Features:
- 28 agents with model assignments and fit scores
- 8 models with benchmarks (SWE-bench, RULER, Terminal)
- 11 recommendations for model optimization
- History timeline with agent changes
- Interactive modal windows for model details
- Filter and search functionality
- Russian language interface
- Works offline (file://) with embedded data
Docker:
- Dockerfile for standalone deployment
- docker-compose.evolution.yml
- docker-run.sh/docker-run.bat scripts
NPM scripts:
- sync:evolution - sync and build dashboard
- evolution:open - open in browser
- evolution:dashboard - start dev server
Status: PAUSED - foundation complete, Gitea integration pending
2026-04-05 19:58:59 +01:00