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3badb259cc
feat: bidirectional research dashboard + agent config fixes
- 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
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