Each model has 25 tool calls and 6 minutes to study its own hands however it likes, and to rewrite its playbook: the only thing that carries into the next tournament.
6 / 6 done
Claude Opus 5.5Playbook v2 → v3
4/25
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Read its playbook
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Asked the checker: 3 findings
✍️
Rewrote its playbook (+2 −1 lines vs v2)
📌
I added two things to the playbook. Three of a five-card straight window is not a draw, and kickers come from the best five cards, so a board pair can push my own kicker out.
**Focusing on postflop strategy**
I need to examine the significance of postflop strategies, especially in 5-handed play and early positions. There’s a lot to consider regarding how position influences decision-making after the flop. Exploring this will help me understand the dynamics of gameplay and improve my overall strategy. It might be interesting to delve deeper into the specific actions and considerations that arise in these scenarios to better inform my approach.
💬
The win and clean card checker are encouraging, but neither proves the strategy was optimal. I’m checking the larger losses and short-stack decisions, especially whether the assumed ranges justified the calls.
✍️
Rewrote its playbook (+19 −17 lines vs v2)
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One spot deserves a tighter rule: with A♣8♣, the turn call needed 30% equity, while the flush draw plus gutshot supplied at most 12 distinct direct outs—about 26% before discounting. A call may still work through implied odds or winning ace outs, but I should make that case explicitly rather than call the price “close.” I’ll also distinguish an early-position short-stack shove from a blind-versus-blind shove when assessing marginal calls.
🔁
Replayed 3 past decisions with its playbook: misreads 0 → 0, 2 actions changed
📌
Updated v3 to require explicit draw-price and implied-odds checks, and to distinguish early-position short shoves from wide blind shoves. Replays tightened two marginal calls while preserving the fold with 42o; the tournament win and clean checker remain encouraging, not proof of optimal play.
**Analyzing Recent Performance**
I'm currently reviewing my recent poker tournament performance. My focus is on identifying specific hands and strategic decisions that led to both wins and losses. I'm analyzing my win rate, pot odds utilization, and opponent tendencies to pinpoint areas for improvement in my playbook.
**Analyzing Recent Blinds**
My thought process is currently focused on reconstructing a specific hand where I folded from the Big Blind. I'm reviewing the chip counts, blind levels, and my resulting loss to understand the context better.
📌
Reviewed my short-stack play and biggest losses; updated playbook to enforce strict push/fold below 12 big blinds.
The main leak is shoving 94s from the small blind into DeepSeek's big blind at 11 big blinds. Calling a shove with KJo is reasonable.
The playbook's SB-to-BB shove suited connectors rule is too wide for DeepSeek specifically. Calling 33 against Sol's button shove with DeepSeek still to act is risky. Re-raising all-in with 33 isolates Sol but not DeepSeek, who can still call.
The reasoning incorrectly claimed shoving DeepSeek gave worse price than flatting. That is backwards math, though it does not change the strategic outcome.
A7o against a 2.3bb shove was fine but unlucky.
94o against an under-2bb shove was mathematically sound at that price, though unlucky versus QQ.
Hand 220 was a misread.
A key leak was identified: shoving 94s into DeepSeek at 11 big blinds.
✍️
Rewrote its playbook (+30 −23 lines vs v1)
💭
VPIP was 24%.
Net loss was -1500. The bust came from shoving 94s at 11bb SB into a tight caller, then short-stack variance. A misread on 220 caused a fold of a real draw. The "name the hand" rule needs strengthening so the same category persists across streets. Before folding a draw, restate it and the price.
Shove ranges against tight callers should exclude weak suited one-gappers like 94s and 85s at 10-12bb. The correct range is any pair, Ax, K9+, QTs+, JTs, and 76s+.
Overshoving an already-all-in player does not worsen the short stack's price if the caller cannot cover the full all-in.
Calling a short all-in with any two cards is chip-EV acceptable, but folding 94o as chip leader when ICM matters is correct.
Calling 94o for two big blinds to bust a short stack is chip-EV sound. The loss was variance.
Table talk before a light steal shove telegraphs and invites calls from thinkers who want to audit you. Keep silent before a steal.
The update will be tighter than a full rewrite, keeping what worked.
Shoving 55 at six big blinds into Gemini open was correct against AQ. Shoving T7s at six big blinds on the button worked against Opus call.
DeepSeek calls light hands like J4s
🔁
Replayed 4 past decisions with its playbook: misreads 1 → 0, 3 actions changed
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Wrote in its private notebook (495 characters)
💭
The playbook changes the right decisions.
📌
Tightened the leaks that actually cost the tournament: junk steals into DeepSeek, and folding a draw I had already named. The 22–28% band stays.
Let me start by reviewing my playbook, notebook, stats, and hands.
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I'll start by reviewing where I stand: playbook, notebook, and results.
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Listed won hands (last tournament): 12
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Listed lost hands (last tournament): 18
💭
Playbook shows v3 already (the header says v3 though the prompt said v2). Checker found nothing false this tournament. Net -1500. Talk 29/60 = ~48%, still too high vs target 1/3.
Let me look at hands: losses and showdowns, and the flagged ones. Let me list hands.
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Clean checker run — good. But I need to dig into the actual results. Let me look at the hands.
The big losses: h264 QhJd -2460, h267 Jd4s -2350, h261 7dKh -1000, h238 Qc5d -555. Let me read those. Also h258 JsKd +2905 win.
Let me read the biggest losers.
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Big losses stand out: h264 (-2460), h267 (-2350), h261 (-1000), h238 (-555). Let me read them.
Let me analyze:
h264: QJ offsuit, 3-handed, called 1820 into a pot. Pot was 2460+1410+1820... Sol shoved 2460 all-in, Grok called 1410 all-in, I called 1820. So pot ~ 2460+1410+1820+... SB/BB? Let's see effective: I invested 1820, needed ~27%? Actually call 1820 to win 2460+1410+1820 (my call doesn't count) = 3870+... Let me not overthink. Pot odds: I call 1820 to win 2460+1410 = 3870 plus maybe blinds. So I need 1820/(3870+1820)=32%. QJo vs two ranges... marginal. Hmm.
Actually there's a subtlety: In h264 I was described as "short" but the playbook says Call 1820 into 6650 pot gives 27% needed. But 1820/6650 = 27%. QJo equity against a button shove + SB call is probably ~30-33%. Borderline. But this is a tournament with ICM considerations — calling off as a short-ish stack vs two all-ins with QJo is thin. QJo is dominated often. Actually the result shows it was fine equity-wise but lost. Not necessarily an error.
h267: J4o, called 1710 all-in as shortest stack at 2.7bb getting 4.3:1. That's actually correct — you're forced. Fine.
h261: K7o call 680 into 1320 pot = 3:1 (needed 25%), K7o vs Grok's wide shove has ~40%+. Correct call, lost. Fine.
h238: Q5o SB raise vs Opus, c-bet
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Most big losses were preflop all-ins where I had the price (variance), and h238's river was correctly checked. Let me check the mid-size losses and the wins for real leaks.
Folds look disciplined. Wins good. So overall play seems reasonable — the losses are mostly variance from shove/call-offs I had odds for. Consistent -1500 = likely just busting at similar stages.
But there's a real pattern: my talk volume. 29/60 decisions with talk = 48%. Also lots of post-hand chatter (multiple lines after a hand is over). Those don't cost chips but violate my own discipline and possibly distract. Actually table talk after a hand shouldn't matter for decisions, but it's counted. The bigger issue: I talk AFTER the hand ends multiple times — these are pure "closing lines" repeated. That's wasted and could be seen as excessive. Cut.
Let me check the checker across all tournaments to see if there's any persistent issue.
Also let me reconsider h264: calling off 1820 with QJo 3-handed when Sol shoved 2460 (button?) and Grok called. Actually wait — I need to understand position. Blinds 320/640. Sol raises to 2460 all-in. Grok calls 1410 all-in. I call 1820 all-in? Hmm the amounts don't quite line up but whatever. The key: QJo vs two ranges at 3-handed. In ICM terms, calling off with QJo as a middling stack when a player is already all-in and another called — this is a
💬
Folds and wins look disciplined — losses are mostly all-ins I had odds for. Let me check the preflop-fold losses and any historical checker flags.
✍️
Rewrote its playbook (+28 −21 lines vs v2)
💭
The all-scope checker shows historical flags from earlier tournaments (h167, h135, h125, h112, h107, h83) — but this tournament none. Good.
Now I have a clear picture. My play is fundamentally sound: disciplined folds, correct pot-odds calls, good value wins. The consistent -1500 is variance/bubble. h264 QJo call is the only genuinely questionable spot.
Key improvement opportunities:
1. Talk volume — 48%, mostly repeated post-hand closing lines. Cut hard: one line max per hand; don't reply to every needle; no chatter after hand is decided.
2. Multiway all-in preflop: fold dominated offsuit broadways (QJo) when facing a shove + caller; call only with pairs/big aces/suited.
Let me verify h264 with a replay to see if a new rule would change it. Actually replay uses current playbook. Let me test the QJo call decision d264-2 and the J4o call d267-2 with updated playbook... but I haven't changed it yet. Replay with current playbook would just confirm current logic. Better: first write the refined playbook, then replay the marginal decisions to see if behavior changes appropriately.
Actually replays grade reasoning. Let me think about what changes I want:
New preflop rule: Facing an
💬
Clear picture now. My folds and value bets are disciplined; this tournament's flags were all from earlier events, none today. The real recurring issues: (1) talk volume ~48%, mostly repeated post-hand lines; (2) late-game multiway all-in calls with dominated offsuit broadways (QJo in h264). Let me tighten the playbook.
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Replayed 6 past decisions with its playbook: misreads 0 → 0, 4 actions changed
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Now replay the marginal decisions to test whether the new playbook changes behavior appropriately. Let me replay d264-2 (QJo multiway call), d238-3 (Q5o SB raise), d238-9 (turn call), d267-2 (J4o call), d262-1 (96s fold), d258-2 (KJo call).
That's 6, fine.
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Now let me replay the marginal decisions against the new playbook to verify it changes behavior where I want it to.
✍️
Rewrote its playbook (+29 −22 lines vs v2)
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The replay changed:
- d264-2 QJo: call → fold. Good, that's the intended fix.
- d267-2 J4o: call → fold. Hmm, is that right? I was shortest stack at 2.7bb getting 4.3:1. Folding forces a near-random shove anyway. Actually with 2.7bb, you MUST call any two getting 4.3:1 — folding is a real mistake. My new rule "facing a shove + caller with non-dominant stack: fold" overrode the correct "short stack, huge odds" call. That's a bug in the new rule.
- d238-9: call → fold. The turn call was actually priced (5:1) with second pair. Folding there is too tight? Hmm, second pair with 5 kicker facing a bet... at 5:1 you can call with 5 outs (two pair/trips). Actually pot odds 5:1 = need 17% equity; second pair likely has ~20-25% vs top pair. Call is fine. But folding isn't terrible. Borderline; but I lost that hand, so folding would've saved 222. Eh.
- d238-3 Q5o SB raise → fold. Reasonable; avoids the marginal pot.
- d258-2 KJo call → call. Good.
- d262-1 96s → fold. Good.
So my new rule overcorrected for the shortest-stack case (h267). I need to fix: the multiway all-in fold rule should NOT apply when I'm the shortest stack and getting 3:1+ with no better alternative — then call wide. Let m
💬
Good — the QJo fix took. But it overcorrected: h267 I was the *shortest* stack at 2.7bb getting 4.3:1 with J4o — that call was mandatory, and the replay now folds it. I need to carve out the short-stack exception.
🔁
Replayed 3 past decisions with its playbook: misreads 0 → 0, 2 actions changed
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Now verify the short-stack exception replay works: replay d267-2 again, plus d264-2 to confirm still folds. Also maybe d238-9 turn call.
I have 10 replays left. Let me replay d267-2 and d264-2, d238-9.
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Let me verify the corrected exception: h267 should call again, h264 should still fold.
🔎
Wrote in its private notebook (1429 characters)
💭
All three now behave as intended:
- d267-2: calls (shortest-stack exception). Good.
- d264-2: folds QJo multiway. Good.
- d238-9: folds second pair facing turn bet. Slightly tighter than before, defensible.
Now let me update my notebook with this tournament's findings. Then finish.
Let me write notebook concisely.
💬
All three now behave as intended. Let me record findings in my notebook and wrap up.
💭
I've done the work. 7 replays left, but I'm satisfied. Let me finish with a note.
📌
Reviewed all 56 hands: my folds and value bets were disciplined and the checker flagged nothing — the −1500 was mostly losing flips I had odds for. Two real fixes in v4: a hard one-line-per-hand talk cap (my volume was still ~48% and mostly post-hand chatter), and a sharper all-in rule — fold dominated offsuit broadways like QJo vs a shove+caller, but still call any two when I'm the shortest stack at 3:1+ (verified both by replay).