Commit graph

2 commits

Author SHA1 Message Date
jedarden
4ba39e3aa8 feat(evolver): complete Phase 7 LLM-driven evolution implementation
- Complete autonomous evolution pipeline with island model (4 islands)
- MAP-Elites behavior grid integration for diversity
- LLM ensemble integration (fast + strong model tiers)
- 3-stage validation pipeline (syntax → schema → sandbox smoke test)
- Evaluation arena (10-match mini-tournament per candidate)
- Promotion gate (Nash equilibrium PSRO + MAP-Elites niche fill)
- Retirement policy (auto-retire low-rated bots, population cap)
- Live export to R2 for evolution dashboard
- Enhanced replay viewer with commentary and win probability
- Added series, seasons, and predictions pages

All tests passing. Phase 7 exit criteria met.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-04-08 16:38:48 -04:00
jedarden
bd4b0d3244 Add LLM prompt builder and ensemble integration (Phase 7)
- selector: tournament selection for parent sampling from island populations
- prompt: assembles evolution prompts from parent code, replay analysis, and meta description
- llm: OpenAI-compatible client routing to ZAI proxy with fast (GLM-5-Turbo) and strong (GLM-5) tiers, plus code block extraction from model responses
- Tests for prompt assembly, code extraction, and tournament selection

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-03-26 22:26:09 -04:00