commander-ai-lab

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KoalaTrapLord aefd0cace6 feat(rag): Phase 1 — rewrite build_card_text to natural-language format (#137 )

* feat(rag): Phase 1 — rewrite build_card_text to natural-language format

* feat(rag): Phase 2 — Forge-enriched ChromaDB RAG store (2a–2e)

Phase 2a: Forge lazy import guard (_try_import_forge_lookup)
Phase 2b: _build_document appends Forge trigger/replacement/static/keyword tags
Phase 2c: _build_metadata adds has_trigger, has_replacement, has_static, trigger_modes fields
Phase 2d: query_cards extended with require_trigger, require_replacement, require_static params + ChromaDB where clause support
Phase 2e: get_rag_stats reports forge_enriched and forge_coverage; _write_build_meta tracks coverage; build loop counts enriched cards

* feat(rag): Phase 3 — add mtgrules second ChromaDB collection

Adds build_rules_index() and query_rules() operating on a separate
'mtgrules' ChromaDB collection. Chunks MagicCompRules.txt by rule-number
boundaries, embeds each chunk, and exposes semantic search. Completely
independent from the mtg_oracle card collection.

* feat(coach): Phase 4 — behavior-aware RAG + rules context in coach_service

Phase 4a: run_coaching_session uses dual RAG query
  - Primary: commander synergy (n=10)
  - Secondary: require_replacement=True for graveyard/protection cards (n=5)
  - Deduplicates by name before merging
Phase 4b: query_rules() fetches 3 Commander rules chunks to ground the prompt
  - Passed as rules_context kwarg to build_user_prompt()

* feat(rag): Phase 5 — add /api/rag/build-rules and /api/rag/query-rules endpoints

2026-03-29 02:11:38 -04:00

clients

fix(coach): switch all Anthropic calls to streaming to prevent 10-min timeout error (closes #109 )

2026-03-27 02:36:22 -04:00

prompts

fix(deckgen): Phase 1 - non-destructive smart substitution + 99-card guarantee (#111 )

2026-03-27 03:27:52 -04:00

schemas

fix(deckgen): Phase 1 - non-destructive smart substitution + 99-card guarantee (#111 )

2026-03-27 03:27:52 -04:00

services

fix(deckgen): Phase 1 - non-destructive smart substitution + 99-card guarantee (#111 )