- Add NashMixture and MetaWeaknesses fields to meta.Description and
compute them from island population proportions (§10.2 PSRO)
- Update behaviorDistance to support N-D vectors for 4-D MAP-Elites
grid (aggression, economy, exploration, formation)
- Wire NashMixture/MetaWeaknesses through FromMetaDescription converter
so they actually reach the LLM prompt (was dead code before)
- Align LLM prompt with plan §15.1/§15.5: correct combat rules
(focus-fire), fog of war, HTTP protocol section, Nash mixture target
- Fix diversity normalization from sqrt(2) (2-D) to 2.0 (4-D max)
- Rename handleUIFeedback to handleCreateFeedback (§13.6 naming)
- Update tests for new fields and corrected prompt text
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
Remove unused encoding/json and net/http imports from cmd/acb-evolver/run.go
that caused build failure. Include other pre-dispatch changes from prior work.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
- Add parent sampling via tournament selection (selector/tournament.go)
- Add replay analyzer to extract key moments, strategies, weaknesses
- Add meta builder for leaderboard summary and dominant strategies
- Add prompt assembler combining parent code + replay + meta context
- Add LLM ensemble with fast tier (GLM-5-Turbo) for bulk generation
and strong tier (GLM-5) for refinement passes
- Add code extraction from LLM responses with language validation
- Add convert utilities for type conversion between packages
- Comprehensive test coverage for all components
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
- 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>
