**Evaluating discrepancy in data** I need to focus on checking for discrepancies in the data and read the actual correct mentions. There's a questionable call at 598 that needs to be examined, especially considering the 4 outs and the implied odds. This makes me want to inspect potential short folds in the context of 619, 624, 610, and 611. I should gather all relevant information to ensure everything aligns correctly.

**Reviewing tool calls and word count** I'm considering the tool calls and how they tally up. It seems I've got 19 calls with 17 tools being used, totaling 5+6+6=17, which leaves 8. Now, I need to preserve the existing text of around 1100 words while adding concise content to reach about 1200 words. Also, I need to focus on rewriting about 1050 words, ensuring I maintain clarity and address unsupported elements with explicit precision.

**Refining Playbook Entries** I'm currently revising our playbook, specifically focusing on refining how we categorize and describe drawn hands and board textures. Recent analysis highlighted instances where our terminology was imprecise, and I'm aiming to ensure greater clarity and accuracy moving forward.

I won the tournament. I will review losing hands and borderline decisions to see if the playbook needs updates.

Hand 626 appears truncated. I won +160. The suit letter swap in hand 626 was a misread. I will tighten section 0 to copy two cards exactly as printed before any paraphrase. Hand 627's shove with QJo HU was correct for the stack size; the T9s straight on the river was variance. Hand 625's A8s raise to 800 into 160/320 blinds was correct. I had enough depth to cover Gemini's all-in of 8146 in hand 627.

The playbook is working. I will update it. The only new leak is the exact card transcription rule. The win had a 27% VPIP rate, slightly above last tournament's 17%. Short stack and HU dynamics justify this. I will not tighten the list because of the higher rate. The misread was caused by swapped suit letters. I will fix section 0. Chat after hands is fine. The playbook allows one line after the hand. Stats show zero table talk on decisions. I will write a tightened v5 playbook and notebook. I will keep it under 1200 words. I do not need to replay the misread fold. The action was correct. I will patch section 0 and add a short note from this event. Hand 627 was correct. Shoving all-in against a 2.7bb stack is proper when covering a short opponent. The opponent only had about 534 behind, so the call was valid. Gemini falsely claimed "Ace high" in hand 630 while holding Ac 6h. I will not trust Gemini's speech about their cards.

Let me look at the hands, checker findings, and stats. Let me list hands from last event.

Clean event: no MISREADs, no LIEs. But net -1500, busted. Let me look at the big losses: hand 620 (-1180), 598 (-140), 614 (-160), 619 (-160), 603 (-200), 615 (-80), 608(-80), 602(-80). Hand 620 is the bust: 8d 6d board 7h 8c Qh 3s Th. Let me read it. Also 598, 614, 619, 603, 618 (the big win). Let me read those.

These are fine. Hand 620: 7.6bb SB shove with 86s — standard, ran into J9o which flopped a straight. Variance. Though I might note: at 7.6bb, 86s is on the edge. The playbook says suited gappers 53s+ shove. Fine. Let me check the other big losers: 614, 619, 603, 618 (win), 602, 615.

These are small losses / blinds. Blinds at 80/160, so -160 = 1bb SB. Fine. Let's check 603 (-200), 602 (-80), 615 (-80), 608 (-80). And the wins 618, 613. Actually let me think about the overall picture: net -1500, busted 5th. Stats: 41 hands, 11 VPIP (27%) which is in target. Bets/raises 11, calls 2. That's very aggressive — 11 bets vs 2 calls. Hmm, that seems odd but reflects steal-heavy play. The losses seem mostly standard. The bust hand was a standard shove. So maybe the playbook is roughly fine and it's variance. But I should look for actual leaks. Let me check a few more hands, particularly the -140 (598, done), -160 (614), -160 (619), -200 (603), -80 (602, 608, 615). Let me read 603, 615, 618.

Hand 603: SB T9s at 17bb, raised to 200 (2.5bb), Opus shoved. Folded. Fine — that's a reasonable fold. Actually the reasoning says 41% equity needed but that's for calling 945 into a pot of... raise 200 + shove 1145 = pot 1345, call 945 → needs 945/(1345+945)=41%. T9s vs wide shove range ~40-42%. It's close. Fold is fine given ICM (but I'm not shortest). Hmm, could be a slightly nitty fold but not a leak. Hand 618: A8o 6.5bb shove, won. Good. So overall, the play looks disciplined. The -1500 is mostly variance. The note "kill the s/o habit" worked — 0 MISREADs this event. Let me check stats all-time to see the trend.

All-time net -3315 over 302 hands. That's a persistent loss. That's a concern — not just variance. 302 hands, 80 VPIP preflop (26%). Bets/raises 84 vs calls 19 — very aggression-heavy. Hmm, consistent losses across events. Blinds escalate and it's a shove fest. In a 6-max sit-and-go, only one wins. Expected value for an average player is negative relative to... actually net chips is zero-sum within the tournament; with 6 players, average is -buyin. So -3315 over many events might just be the norm for a non-winner. But let's see if there's a systematic leak. Let me use replay on key decision points to see if the playbook would change anything. Good candidates: the marginal ones — 603-6 (fold T9s to shove), 620-3 (86s shove 7.6bb), 614-5, 619-4, 598-7 (c-bet), 613 (win). Actually more valuable: figure out a real strategic leak. Being aggression-heavy with 84 bets/raises vs 19 calls suggests I bet when I have it or as a bluff, but rarely call. In these tournaments, the winners probably... hmm. Let me look at the biggest loss hands all-time to find leaks. Let me list hands with filter lost, scope all. Actually, I have limited calls. Let me do a targeted replay to test a few margin

Big losses: 431 (-3070) 4c Qd board Jc 7s 4h 5s 7c — so I had Q4... let me check. 430 (-640), 465 (-993), 513 (-730), 620 (-1180), 559 (-1000), 570 (-1122), 83 (-1130, flagged), 490 flagged. Losses are dominated by big all-in confrontations. Most are standard shoves that lost. The question: is there a systematic leak of getting it in behind? Let me check 431 which is huge (-3070). Let me read 431 and 83 (flagged).

Hand 83: I called a shove with A6o as the shortest stack at ~7bb, got two callers, lost. The flag was probably the LIE: "this is a premium pair" while holding A6o — that's an out-loud false statement. That was flagged as a LIE presumably. Also the "two eights and a full house" thought was a MISREAD (I had two pair, not a full house). Anyway. Those are older events. The current event (620 series) was clean. Key question: what's the real leak? All-time -3315 over 302 hands. Losers are dominated by coinflips and being behind. Getting it in with A6o, A8o, Q4o, 86s, T9s... In short-handed turbo tournaments, these are standard. But the pattern is: I seem to bust a lot by shoving/calling with weak aces and suited junk and running into better. Actually, an important observation: I'm way too eager to talk and to volley. 131 of 369 decisions have table talk = 35%. My playbook says ~15% and one line max. That's a discipline failure that also creates misread/LIE risk. In hand 83 I said "this is a premium pair" — a deliberate lie (though deceptive talk may be allowed, the checker flagged LIE). Actually for LIE, the checker flags saying something false you knew was false. Table talk deception

Good. Many of these are legal mistakes on card naming — recurring s/o shorthand and pair/trips/set naming. The v10 playbook addressed these. This event had zero flags — good. Now what should I actually change? Let me think about the deeper strategic question. Observations from this event (41 hands, -1500, 5th place): - Standard shoves lost. Variance. - Big blind level at end 80/160. All-time: 302 hands, -3315. Hmm. Since the tournament is 6-max and one winner, expected for a random player is -(buyin)*5/6 each. Actually net chips is zero-sum: sum over 6 players = 0. So average is 0. Being -3315 over ~8 tournaments is genuinely below average. But my losses may be from the many coinflip all-ins, where calling with A6o as shortest into a shove plus caller is actually bad (that was one leak already corrected). Also hand 431: HU 4.3bb shove with Q4o — that's fine. Where can I actually improve? One thing stands out: I got to 5th/4th/2nd places rather than winning. Busting is inevitable for 5 of 6. Honestly the biggest measurable leak may be over-aggression/shoving light, getting called by better. Let me reconsider the short-stack shove range. Hands where I busted: A2o 12bb (into A9

The replay shows the playbook produces the same decisions consistently. Good — the playbook is executable. But d603-6 is interesting: folded T9s to a shove. Pulling in ICM with "a shorter stack present". Was there one? Let me not worry. Now what do I actually change? I think the key issue: my tournament results are poor but decisions are standard. Two areas worth considering: 1. The blinds double ~every 5-6 hands, so the tournament is extremely fast. In such a structure, waiting is death, and the aggressive players accumulate. I'm already aggressive. Maybe I'm folding too much to 3-bet shoves (603-6), giving up equity. But replay confirms fold. 2. My talk rate is way above my target (35% vs 15%), and I've committed LIE/MISREAD in talk historically. This event was clean but the discipline could slip. I should harden: talk ONLY on my first action, exactly ≤1 line, and explicitly ban false claims about my hand. 3. One structural insight: I bust a lot by being the one who gets all-in. Let me check how often I bust vs others. Not available. Actually, let me think about a genuinely valuable change. The observation from this event: I raised to 200 (2.5x) at 17bb with T9s in SB and g

These are all standard. OK. Let me now decide playbook changes. I'll aim for a tight, executable v11: Key changes: 1. Trim talk further — hard cap ONE line, first action only, ~10%. Explicitly forbid any false statement about my hand (LIE) and any card-descriptive adjective. This is a recurring flag source. 2. Add the "min-open-fold protection" rule: at 16-25bb, open 2x-2.2x only with hands I'm willing to call a shove with; vs a shove over my open, call with 22+, A9s+, ATo+, KTs+, KQo+, QJs+. 3. Keep everything else. Actually wait — is expanding the call range vs 3-bet shoves good? Against a very loose shover like Opus/Grok, yes. Against Gemini (tight), no — continue to fold. Let me specify by opponent. Let me also add: don't 3-bet-shove light myself? Nah. One more idea: since blinds double every 5-6 hands, stack preservation matters less than chip accumulation. Fine. Also consider: this event I had 41 hands, 11 VPIP = 27%, in target. Good. I think the best marginal improvements: - Protect against min-open-fold bleed (SB vs loose BB especially): from SB at 12-20bb, use a shove or a limp-call/shove-or-fold policy... Simplest: from SB with ≤20bb, use "shove or fold" (extend th

Let me do one quick replay test of the new rule on 603-6 to see whether the playbook now produces a call (it should per new rule vs Opus).

The new rule works and changes the leaky fold to a call with the right read. Good. Finish.