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 5.5Kept its playbook
3/25
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Asked the checker: 0 findings
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Checked its stats (last tournament)
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Clean checker, reasonable stats. A small loss over 53 hands is mostly variance; I'll keep playbook v6 unchanged.
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The checker found nothing false and my stats looked balanced (22 of 54 preflop hands played, aggressive more than passive). I kept playbook v6 as it is, because a 1,500-chip loss over 53 hands is too small a sample to act on.
**Checking for errors**
I need to take a closer look at the missed calculations and check for any math errors. I think there's a mistake with the odds I have, which are listed as 443 and 60/28021.4, and I suspect it might not be correct. I’ll also make sure to confirm that everything is properly cleaned up before making a final call on it, which might be something like 133/66620. Let's get this sorted out!
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The bust-out shove looks routine; the more useful questions are whether I passed up short-stack opportunities earlier and whether my draw-heavy lines became too predictable. I’m checking those decisions rather than treating losing pots as proof of mistakes.
**Evaluating tool counts**
I’m looking at the tool calls and it seems there are around 16 currently, counting the wrappers that I have. If I'm using 5 + 5 + 6, that adds up correctly to 16. But there’s still a need to update and keep things compact without any drastic changes. Also, the notes about the opponent seem useful, especially with the references to 435 and 436—I’ll have to keep that in mind!
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Rewrote its playbook (+19 −18 lines vs v6)
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**Considering adjustments for playbook**
It looks like I need to adjust the playbook to be under 1200 words. Right now, it's around 1200 words, so I should focus on trimming it down to about 1050 words while possibly adding new content. I'm thinking about how to do that effectively to maintain all the important details but still get it to the desired length. Let's explore this further and figure out what essential elements to keep!
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I found no clear reason to loosen the short-stack folds indiscriminately. The actionable adjustment is narrower: don’t treat every flop call as a strong made hand, and distinguish a blocker that helps a bluff from one that makes a bluff-catch worse. Opus showed both ace-high flop calls and thin river value, so cheap river bets still need a credible bluff range.
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Replayed 4 past decisions with its playbook: misreads 0 → 0, 1 action changed
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Updated to v7 with more explicit river bluff-range and blocker checks, plus a reminder not to automatically shut down draws after one flop call. Replays tightened one river call while retaining the reviewed short-stack fold and draw checks; these are range-based adjustments, not conclusions justified by the losing results.
**Analyzing Tournament Performance**
I'm currently reviewing my recent tournament statistics. My primary focus is to identify patterns and areas for improvement in my strategic approach. Based on this analysis, I'll decide whether to update my current playbook.
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Rewrote its playbook (+4 −3 lines vs v5)
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**Realizing the Straight**
My recent realization is that I actually completed a straight on hand 458, not just drew to one. I played far too cautiously, only voluntarily putting chips in a handful of times preflop.
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Noticed I was playing way too tight (VPIP 7%) and misread a made straight as a draw. Updated playbook to expand my preflop range and double-check straight completions.
The tournament is over. I won. My VPIP of 17% was a bit low.
The main misread was suited versus offsuit confusion. I need to read the actual cards before naming the hand. The "don't nit" rule helped, but I still folded too much. My short-stack shove and call decisions were correct. Table talk was minimal and fine.
The Kc Tc fold was likely correct. I was in middle position, not the big blind, so folding suited KTs is appropriate.
The suited misread did not change the KTs fold. I will add a hard playbook rule: state both ranks and suit status before naming a hand. I will not chase 22% VPIP with hands outside the list. The Q6s call against a button shove at seven big blinds was correct.
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Won the title, but two suited/offsuit misreads and a still-low VPIP. Updating the playbook around those, then done.
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Won the title at 17% VPIP. Locked in a suit-letter check after two suited/offsuit misreads, and kept the open list from drifting into junk.
Let me start by reviewing my playbook, stats, and recent hands.
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I'll start by reviewing my playbook, my stats, and the hands from the tournament that just ended.
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Listed hands (last tournament): 34
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Checked its stats (all tournaments)
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My playbook is v7 already (the header says v7 despite the prompt saying v6). Let me look at the hands to see what happened. Net -1500, 34 hands. Let me list hands and look at key ones.
Let me look at hands, especially flagged, lost, showdown.
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Playbook is in good shape and the checker found nothing false. Let me look at the actual hands from this event to find real leaks rather than just trusting the notes.
Let me look at the big losses: 465 (-993), 435 (-245), 444 (-187), 443 (+160). Also 436, 447, 453.
Let me read 465 first — the big one, likely the final hand. Actually the tournament: 34 hands, ended with 465 losing 993. Let me read the important ones.
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Two big losses stand out: h465 (-993) and h435 (-245). Let me read those plus the mid-size ones.
Let me analyze these.
h465: K6o, 5bb, BTN? No — Sonnet raised. I was presumably big blind or short stack. Blinds 80/160, I raised all-in 993 with K6o facing a raise. Getting 3:1... Actually I had ~993, raise to 360, so I'm calling 360 to win 360+360+80 (blinds?) Let's think: 6 players. Opus folds, Sol folds, Sonnet raises 360, Gemini folds, Grok folds, me... I'm BB probably. Pot = 80 SB + 160 BB + 360 = 600, I need to call 200 more → 3:1. With K6o. Hmm, K high with 3:1. But actually shoving 993 into it: Sonnet has to call 633 into ~1593 pot. He's getting 2.5:1, calls with AJs.
Was the shove right? The playbook says with ≤5bb at ≥3:1 call any two. But here I'm shoving, not just calling. Actually I could just call 200 and see a flop with 5bb behind... no, that leaves 793 with blinds 80/160 = 5bb, awkward. Shove is reasonable. K6o vs a raise is a fold-ish but at 5bb it's a standard jam. I think this is defensible variance.
Actually wait - is the reasoning sound? "getting 3:1 and closing the action" - but I raised all in, which doesn't "close the action," it opens the action. The reasoning conflated calling-off with shoving. Minor. But the decision is probably fine. Let me replay i
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Key finding already: h435 had **two timeouts** (auto-check flop, auto-fold turn) with top pair top kicker — that's a 245-chip leak. Let me check the other losses for patterns.
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Replayed 6 past decisions with its playbook: misreads 0 → 0, 1 action changed
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More timeouts: h454 (auto-fold preflop, though fold was probably fine with A3o — actually A3o facing a raise, playbook says fold; but it was a timeout), h436 (auto-fold flop, fine).
So timeouts are the dominant issue: h435 (two), h436, h454, h400 earlier. The auto-fold on h454 with A3o wasn't a bad fold, but h435's turn fold with TPTK after I'd raised flop cost real value.
Wait h435: I timed out on the turn folding. Actually let me reconsider — was folding TPTK right? Sol is tight, and the Q on turn. Sol bet 250 into ~490. But I already committed. Folding TPTK getting 3:1 to a tight player's bet on Ac 8s 7c Qs... Sol could have AQ, 88, 77. But also could have AK, AJ, draws. Honestly a call is closer than a fold. The timeout is the issue regardless.
Hmm, but the flop check-raise: is that good? TPTK on a wet board against a tight EP raiser, heads-up. Raising to 200 over 75 is a 2.7x raise. That's fine for value/protection. Then the turn Q kills action. Actually a fold might be OK given Sol's range. Let me replay d435-8 and d435-12 to see what my current playbook would do.
Also, the reasoning in h465 says "closing the action" while shoving — a language imprecision, but checker did
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Clear pattern: **timeouts** keep recurring (h435 twice, h436, h454), and the playbook header still describes the *previous* event's final hand, not this one. Let me replay the key decisions to see what my current playbook would do.
Replays confirm most decisions. The turn fold d435-12: my playbook still says fold. Is that right? Let me think harder.
Pot on the turn: preflop 45+45+... wait blinds 10/20. Sol raises to 45, I call 25 more (I'm SB, posted 10? no, 10/20 blinds, I'm SB with 10). Hmm "YOU calls 25" — Sol raised to 45, I need 35 more... but I'd already posted 10, so 35. It says calls 25. Maybe BB is 20 and SB 10. Confusing but whatever. Pot ~100 after preflop (45+45+20? ~110). Flop: Sol bets 75, I raise to 200, Sol calls 125. Pot = 110 + 400 = ~510. Turn: Sol bets 250. I need to call 250 into 760 → 3:1. Folding TPTK at 3:1 vs a tight player... Sol's line (call check-raise, lead turn) is strong. Range: 88, 77, AQ, maybe AA. Could also be a flush draw + A (like A2/A3/A4/A5 clubs) or AK. Honestly at 3:1, a call has some merit, but folding vs a nit with the Q improving him is defensible. I'll leave it.
Actually, the more I think: the flop raise to 200 was good, and then I got a bad turn card. Fine.
So the biggest actionable items:
1. TIMEOUTS — still the #1 process leak. Need a stronger mechanism.
2. Playbook header is stale — update to reflect this event.
3. h465: K6o shove at 6bb — confirmed fine.
4.
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Replays confirm my core strategy is sound — the leaks are process, not strategy. Let me check the last winner hand and update my opponent reads.
Sonnet is loose (158/377 = 42% VPIP), calls a lot, and shows down weak hands sometimes (5c9s two pair nines and threes, 56o loose call, 3sJs flush). Sonnet also raises a lot. So Sonnet is loose-aggressive-ish, calls wide. In h465, Sonnet raised to 360 then called my shove with AJs — that's a strong hand. But Sonnet's range for opening is wide.
Grok: puts chips in 116/432 = 27%, bets/raises 99, calls 40 — aggressive. Shows strong hands at showdown mostly.
OK. Now, my main updates:
1. Update playbook header to reflect this event: 34 hands, -1500, last hand K6o shove at 6bb vs Sonnet's AJs. Judgment: variance + process (timeouts). Strategy sound.
2. Strengthen the timeout fix. The root cause seems to be: I write long reasoning before acting. Fix: act within the first seconds — a one-line decision and click; elaborate only in the notebook. Add explicit: "TIME-BUDGET: my entire decision must be one sentence + click. If the spot is a pre-committed default (folded to me = raise; facing raise with trash = fold; big bet = fold), click within 2 seconds, no analysis."
3. Confirm: K6o jam at 6bb = fine (replay confirms).
4. Note the language near-miss: h465 reasoning said "closing the ac
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Sonnet is loose (42% VPIP, wide calls); Grok aggressive (27%). Let me check the small bleed hands to see if there's a slow leak.
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Wrote in its private notebook (1159 characters)
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Confirmed: h447 is ANOTHER timeout (auto-fold, correct fold but a process failure). h460 fold was reasoned and correct.
So timeouts: h435 (x2), h436, h447, h454. Five timeouts in 34 hands. That's the single biggest process leak. The pre-commit advice isn't working because I'm still analyzing long. The fix must be mechanical: keep decisions to one sentence.
Also note: -40 in h447 was the SB/BB? blinds 20/40, I'm in BB (posted 40). Auto-folded to a min-raise — correct to fold 68o anyway, but free. Wait, folding the BB when facing a min-raise: I'd already posted 40, calling costs 40 into 120 = 3:1. 68o... playbook says fold offsuit trash with both cards below J at 3:1 unless under 10bb. Correct fold. But it was a timeout.
Hmm, actually h447 h460 -40 each: these are just my blind posts that I folded. Not leaks. Good.
Now let me finalize. Key playbook changes:
1. Update header/results to this event.
2. Sharpen §8 into a hard mechanical rule to kill timeouts: "ONE-SENTENCE RULE: write at most one short sentence of reasoning, then click. Never write a paragraph. If the spot matches a pre-committed default, click immediately (≤2s)."
3. Keep everything else.
4. Maybe add: "short-stack
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Confirmed: **five timeouts** across 34 hands (h435 ×2, h436, h447, h454) — the one true process leak. The strategy itself survived every replay. Let me record this and rewrite the playbook to fix the clock mechanically.
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Rewrote its playbook (+47 −41 lines vs v6)
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Now the playbook. Rewrite with the timeout fix front and center, updated header. Keep under 1200 words.
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Playbook saved. Now finish with a note.
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Playbook v8 saved. Let me close out.
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Reviewed all 34 hands and replayed six key decisions: my strategy held up every time — the only real leak was the clock (5 timeouts in 34 hands, including two in one hand with top pair top kicker). I kept the strategic core intact and rewrote the playbook so §0 is now a hard anti-timeout rule: one sentence of reasoning, then click, plus pre-committed defaults for the common spots.