Audit #2 — Strategy Issues (2 open, 1 fixed)

# Hand Audit #2 — Strategy Issues

**Session:** 1 (Torn holdem, NL $13/$25, hero "Bolsa")
**Date:** 2026-06-16, 17:09–18:38 UTC
**Status:** 1 fixed, 2 open strategy issues

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## FIXED: QJo fold from SB in HU (18:15 UTC) ✅

- **Position:** BTN/SB (#0/2), stack $4987
- **Decision:** Fold QJo facing BB
- **Root cause:** Gen1 `g1_big_stack_preflop` had no HU-specific handling
- **Fix:** Added HU loosening block (commit 2302459) — any pair, ace, broadway, suited, K-high, and connectors ≥7-high are now callable/raisable in HU

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## OPEN: AQo check-down, won but passive (18:35 UTC) 📝

- **Position:** CO (#4/5), AQo
- **Board:** 5c 5d 8s / Ac / Jh
- **Issue:** Bot checked top pair (AQ on 5-5-8-A) on the turn instead of value betting
- **Root cause:** `bet_adjustment_full_ring` power factor (`relevant - 1.0`) crushes made-hand strength in multi-way pots. With 5 players, `bet_adj = 4.0`, so `strength^4.0 > bet_thresh` requires very high strength.
- **Possible fix:** Cap bet adjustment, or add absolute strength floor for value betting

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## OPEN: QTs flop raise semi-bluff, then fold to 3-bet (18:27 UTC) 📝

- **Position:** BTN (#0/4), QTs
- **Board:** 7c 3h Ac
- **Issue:** Raised with hs=0.083 (no pair), npot=0.567 on an Ace-high board. The npot-driven raise fires even with essentially no made hand.
- **Root cause:** `adj_ppot > raise_ppot_thresh && (is_nut_draw || npot <= npot_raise_ceiling)` — no minimum hand strength requirement for draw-driven raises
- **Possible fix:** Add `draw_raise_min_strength` threshold (e.g., 0.15) so pure draws can't raise in multi-way pots

---

## Clean folds (10 hands) — all correct

All 10 other decisions were correct folds with trash hands.

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