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Author SHA1 Message Date
KoalaTrapLord 3f6d71ecbc fix(coach): switch all Anthropic calls to streaming to prevent 10-min timeout error (closes #109) 
- anthropic_client.py: all 4 methods (chat_structured, chat_plain, achat_structured, achat_plain) now use .messages.stream() context manager
- coach_service.py: inline aclient.messages.create() replaced with async streaming via aclient.messages.stream()
- _parse_response() updated to accept pre-extracted text string (since stream gives us text directly)
- check_status() left as non-streaming (max_tokens=10, safe from the 10min rule)
 2026-03-27 02:36:22 -04:00
KoalaTrapLord 4246555228 feat: auto-run update_weights.py after overnight sims (#114) 
Completes the sim → weights → deck builder feedback loop.

- Add run_update_weights() to overnight-run.py
- Add auto_update_weights config key (default True)
- Add --no-update-weights, --weights-min-games, --weights-lr CLI flags
- Runs before neural net training so both pipelines get fresh data
 2026-03-27 02:35:08 -04:00
KoalaTrapLord 8dd9623417 feat: inject simulation-learned weights into deck builder LLM prompts (#113) 
Closes #112

- Add sim_insights.py to translate learned_weights.json into LLM prompt text
- Add sim_context param to suggest_cards() and enforce_deck_ratios() in ollama_client.py
- Wire get_sim_insights() into build_deck pipeline (Steps 4 & 6)
- Fully backwards compatible — no-op until real sim data exists
 2026-03-27 02:27:42 -04:00
KoalaTrapLord 817b71f69d feat(ui): add tip-icon tooltips to distillation, simulator, coach, deckgenerator pages 
- distillation.html: tooltips on all 10 params + ELO Ratings header
- simulator.html: tooltips on Opponent, Games, Record logs, API Endpoint, Model, Temp, Timeout
- coach.html: tooltips on Power Level, Meta Focus, Budget, Focus Areas, Similar Cards Results
- deckgenerator.html: tooltips on Target Bracket, Use my collection, Smart Substitution, AI Model
- All pages now share tooltip styles from global.css (no per-page duplication needed)
 2026-03-27 02:06:58 -04:00
KoalaTrapLord e71cac9dd1 feat(ui): add tooltips to all pages — distillation, simulator, coach, deckgenerator 
- Move .tip-icon tooltip CSS from training.css into global.css so all pages share it
- distillation.html: 8 param tooltips (Max Generations, Convergence Window, Supervised Epochs, Supervised LR, PPO Iterations, PPO Episodes/Iter, PPO LR, Min Win Rate Gate, Opponent, Playstyle) + ELO Ratings header
- simulator.html: tooltips on Opponent, Games, Record turn logs, API Endpoint, Model, Temp, Timeout
- coach.html: tooltips on Target Power Level, Meta Focus, Budget, Focus Areas, Find Similar Cards Results
- deckgenerator.html: tooltips on Target Bracket, Use my collection, Smart Substitution, AI Model
 2026-03-27 01:57:37 -04:00
KoalaTrapLord cb38081a8b fix: add top_n cutoff to ELO tournament (default top 10 generations) 2026-03-27 01:48:10 -04:00
KoalaTrapLord cd9d2eebd8 feat(coach): Phase 1 - pass richer card stats to Claude prompt (#108) 
- _format_underperformers: add synergyScore, clunkinessScore, avgTurnCast, keptInOpeningHandRate
- _format_top_cards: add synergyScore and avgTurnCast
- _format_matchups: append perArchetypeWinRates block from DeckMeta
- USER_PROMPT_TEMPLATE: add ### Archetype Win Rates section placeholder
 2026-03-27 01:32:51 -04:00
KoalaTrapLord e6f18d4a61 feat(training): add intro banner and parameter tooltips to ML Training page 2026-03-27 00:18:21 -04:00
KoalaTrapLord 4e90337f54 feat: extend card hover preview to all card names in coach UI 2026-03-26 23:48:27 -04:00
KoalaTrapLord a01a70f725 Use DEFAULT_MAX_TOKENS config for Anthropic max_tokens 2026-03-26 22:50:10 -04:00
KoalaTrapLord 4da58681a4 Enhance coach prompt for more detailed reports 2026-03-26 22:41:23 -04:00
KoalaTrapLord 224b4b5d5b feat: increase coach detail limits (MAX_UNDERPERFORMERS=8, MAX_TOKENS=16384) 2026-03-26 22:33:18 -04:00
KoalaTrapLord 1a34f00574 Update .env.examplefix: correct model ID in .env.example (claude-opus-4-0 -> claude-opus-4) 2026-03-26 15:50:53 -04:00
KoalaTrapLord 8ec7db1612 fix: correct malformed string literals in config.py model defaults 2026-03-26 15:42:34 -04:00
KoalaTrapLord e0a75e2d04 fix: correct Anthropic model ID from claude-opus-4-0 to claude-opus-4 2026-03-26 15:36:23 -04:00
KoalaTrapLord 15bd6f42bb fix: resolve all ruff linting errors across coach module 2026-03-26 15:30:27 -04:00
KoalaTrapLord 0aa57ab7d2 fix: remove duplicate resp token on line 284 in run_coaching_session (#105) 2026-03-26 14:23:52 -04:00
KoalaTrapLord 9f5eb4a99f fix: add missing resp= assignment on line 284 (#105) 2026-03-26 14:11:35 -04:00
KoalaTrapLord a9f18f53da fix: correct indentation of try/except/else block in run_coaching_session (#105) 2026-03-26 14:06:27 -04:00
KoalaTrapLord c9e932ef43 fix: correct try: block indentation in run_coaching_session (#105) 2026-03-26 13:44:33 -04:00
KoalaTrapLord cb99388e3c fix: correct indentation of total_steps in collect_rollouts 2026-03-26 13:14:34 -04:00
KoalaTrapLord 2e316548e7 fix: repair resp= assignment and _re.sub typo in coach_service.py (#105) 2026-03-26 13:11:55 -04:00
KoalaTrapLord b46e1e0877 fix: remove stray string literal in init_coach_service (#105) 2026-03-26 12:31:52 -04:00
KoalaTrapLord e17b877dcc fix: repair syntax errors in coach_status and init_coach_service (#105) 2026-03-26 12:18:07 -04:00
KoalaTrapLord 6ce21908d3 Update coach.py 2026-03-26 11:53:39 -04:00
KoalaTrapLord 15495483f3 fix: remove _coach_init_error reference from status endpoint (#105) 2026-03-26 11:36:33 -04:00
KoalaTrapLord 540fbbf1b3 fix: remove broken _coach_init_error lines from coach.py (#105) 2026-03-26 10:52:41 -04:00
KoalaTrapLord a5cc7736b4 feat: update thread dropdown to 1,2,4,8,16,24,32 2026-03-25 23:15:38 -04:00
KoalaTrapLord 8c6248cf84 feat: increase max threads from 16 to 32 2026-03-25 21:37:21 -04:00
KoalaTrapLord 22d63fd15e Update coach.py 2026-03-25 21:29:24 -04:00
KoalaTrapLord 2dc0ba2d25 Update coach.py 2026-03-25 21:18:27 -04:00
KoalaTrapLord 8f180820f9 fix: add missing _DEFAULT_ORIGINS definition in lab_api.py (#105) 2026-03-25 21:00:34 -04:00
KoalaTrapLord b283418879 fix: correct indentation in _call_anthropic_api else-block (#105) 2026-03-25 20:43:11 -04:00
KoalaTrapLord 61be42ea6d fix: resolve IndentationError on line 882 in routes/deckgen.py (#105) 2026-03-25 20:18:19 -04:00
KoalaTrapLord 3906b93c6a feat: add WebSocket support for Unity game state streaming (#107) 
* feat: add ws/ package for WebSocket game state streaming

* feat: add WebSocket ConnectionManager with per-game broadcasting

* feat: add GameStateTracker with deep-diff delta engine

* feat: add WebSocket route with delta push and REST bridge endpoints

* feat: register ws_game_router in lab_api.py
 2026-03-25 19:51:15 -04:00
KoalaTrapLord af2a71d1a5 fix: eliminate event-loop-blocking sync calls in async FastAPI routes (#106) 
* feat: add async DB wrapper and eliminate event-loop blocking

* fix: rewrite llm_client.py with native async httpx - removes urlopen and run_in_executor

* fix: rewrite routes/coach.py - replace all sync DB/HTTP with async (aiosqlite + httpx)

* fix: add async DB shutdown hook to lab_api.py

* feat: add aiosqlite>=0.19.0 to requirements
 2026-03-25 19:17:41 -04:00
KoalaTrapLord cf7c872e12 feat: update test mock from pplx_client to anthropic_client (#105) 2026-03-25 16:43:11 -04:00
KoalaTrapLord c9227dac70 Update substitution_prompt.pyfeat: update substitution_prompt.py docstring from Perplexity to Claude Opus (#105) 2026-03-25 16:41:47 -04:00
KoalaTrapLord 34b1ea2e30 feat: update deck_gen_user.py docstring from Perplexity to Claude Opus (#105) 2026-03-25 16:41:24 -04:00
KoalaTrapLord 1c6454dce5 feat: update substitution_schema.py source field from perplexity to anthropic (#105) 2026-03-25 16:39:16 -04:00
KoalaTrapLord 464dd732d5 feat: update deck_schema.py docstring from Perplexity to Claude Opus (#105) 2026-03-25 16:36:22 -04:00
KoalaTrapLord f481243c4e feat: replace Perplexity AI with Claude Opus in deckgenerator.html (#105) 2026-03-25 16:33:00 -04:00
KoalaTrapLord f49b6cbea5 feat: replace Perplexity AI spinner text with Claude Opus in deckbuilder.html (#105) 2026-03-25 16:30:00 -04:00
KoalaTrapLord 71f316a220 feat: update status label from Perplexity to Claude Opus in coach.html (#105) 2026-03-25 16:26:31 -04:00
KoalaTrapLord 9556f9d7d0 feat: replace Perplexity with Anthropic Claude in lab_api.py (#105) 2026-03-25 15:18:14 -04:00
KoalaTrapLord 9de0965c78 feat: replace Perplexity with Anthropic Claude in routes/deckgen.py (#105) 2026-03-25 15:09:46 -04:00
KoalaTrapLord 38bfa51d85 feat: replace Perplexity with Anthropic Claude in routes/coach.py (#105) 2026-03-25 14:41:34 -04:00
KoalaTrapLord c58f561df4 feat: replace PerplexityClient with AnthropicClient in deck_generator.py (#105) 2026-03-25 14:34:18 -04:00
KoalaTrapLord 6cf1e58018 feat: replace Perplexity with Anthropic Claude in coach_service.py (#105) 2026-03-25 14:30:40 -04:00
KoalaTrapLord 1382d25e46 feat: update clients __init__.py comment to reference Anthropic (#105) 2026-03-25 12:25:56 -04:00