feat: deterministic equity/board-reading tool (math via tools, not LLM)
Lyra was hallucinating poker facts — phantom flushes, missed straights, wrong equity, only correcting when spoon-fed. Board reading + equity are combinatorial facts an LLM can't do reliably; this is exactly the "math via deterministic tools, never the LLM" principle. - lyra/equity.py: treys-backed analyze(hero, villain, board) -> made hands, who's ahead, EXACT equity (enumerated), and outs (one to come). Handles 'Jx' unknown suits (assigned rainbow to avoid phantom flushes); rejects 'x'/dupes. - analyze_spot tool wired into chat; persona MANDATES it for any equity/board/ who's-ahead/outs question — never eyeballed. - tests on the real JJ-vs-65 hand: flop 78.7%, turn villain straight + hero 6.8% with outs "9s 9h 9c" (correctly excludes 9d, which makes villain a flush). Verified live: she now calls the tool and reports exact numbers, no hallucinated flush. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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@@ -10,6 +10,7 @@ dependencies = [
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"numpy>=2.4.5",
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"openai>=2.37.0",
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"python-dotenv>=1.2.2",
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"treys>=0.1.8",
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"uvicorn[standard]>=0.34",
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]
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