That VPIP around 51% signals a very loose player, which busted me — worth a quick look at the playbook for how to handle that profile.

**Evaluating tool calls and budget** I’m breaking down my tool calls and budget constraints. It looks like I have 17 calls currently, but I need to check what the actual limit is. To replace something, I need around 8k, but I can preserve space by appending and compressing. The current calls are about 8500, and maybe I could append an additional 400 hits. I need to ensure I'm working within the tool's limit of 25 calls and figure out a way to compact my writing.

**Loosening Up Preflop** I'm aiming for a VPIP of 20-25% as my current tightness (6%) feels too restrictive. I'll focus on voluntarily entering pots more frequently to improve my preflop aggression.

The big losses look like variance.

1064 timeouts are causing problems.

Two model errors and timeouts were encountered: 1064 and 1065.

Let me start by reviewing my playbook, notebook, and recent hands.

Let me look at the last tournament's hands. Net -1500, 53 hands, 20/56 VPIP (36%), 16 bets/raises vs 6 calls. Hmm, VPIP jumped to 36% from 27%. And 2 MISREAD flags. The flags: both in reasoning. One is "Q4 ranks-only junk" — the checker interprets "ranks-only" as claiming unsuited. My rule is rank-only notation but the phrase "ranks-only" itself is being flagged. Interesting. Actually the issue: saying "ranks-only" implies suits don't matter / unsuited. The engine flags it because cards were suited. So I should just never use the word "ranks-only" in reasoning either — just write the ranks. Delete the meta-word. Second: hand 1049, I said "I hold no heart and only king-high with nothing made; no verified draw" but Jh hole card means I DO hold a heart, and engine says flush draw: yes (four hearts). So I misread a flush draw. My rule: "A flush exists only after counting two of my cards + two board cards in ONE NAMED suit." Here board had 3 hearts and Jh hole = 4 hearts = flush draw. I failed to count. So the fix: always scan hole cards + board for suit counts? But my rank-only rule bans suit names. Conflict! Hmm. This is the tension. The rank-only rule was meant to prevent me from

All-time net -12107, but the last two events won. This event: 53 hands, -1500. Two big losses: 1084 (88, -3295) and 1086 (J6, -2730) — the last two hands, likely bust-out or late. Let me read those. Also 1049 the flagged flush-draw fold. Let me read 1084, 1086, 1049, 1046.

1084: I raised 88 all-in vs short stack; he had Jh6h and won. Fine, standard. 1086: HU, I had J6 on button, shoved, ran into KK. Standard. So the -3295 and -2730 are just losing the HU battle; I finished 2nd. Actually result at hand 1084 was -3295 (Sol won) but then 1085 was a win +320, so I was still alive, then 1086 busted. So I got 2nd place, presumably. That's not bad. Actually wait — the last tournament won per notebook, but this event I lost the HU. Net -1500. That's a reasonable result for a 6-player SNG finishing 2nd? Depends on payouts. Now let's focus: the two flags. Both in reasoning. Both about suits/draws. Flag 1: "Q4 ranks-only junk" — the word "ranks-only" implied unsuited. Fix: never write "ranks-only" as a descriptor. Just write the ranks. Flag 2: hand 1049 Ks Jh on 9h4h6h — 3 hearts on board + Jh = 4 hearts = flush draw. I said "I hold no heart... no verified draw". Misread. The core tension: my rank-only rule forbids suit names, but I need to count suits to detect flush draws. Hmm. But actually — does the checker care if I just don't mention suits? If I'd written simply "king-high, nothing made" I would not be flagged. The flag came from affirmatively say

Both flags are benign in EV terms (fold Q4 is fine; checking K-high is fine). But they're checker flags — sloppiness. Fix approach: 1. Never write "ranks-only" as a descriptor — just write the ranks. Actually the phrase "ranks-only" itself triggered it. Replace with just "Q4". 2. Never make negative suit claims ("I hold no heart"). Never assert "no draw" unless... hmm. In 1049 there WAS a flush draw, so "no verified draw" was false. My rule said "no draw" is the default token when unsure — but saying "no draw" when a flush draw exists is false. So the default token must be something that's always true: e.g., "no clear made hand" or just don't discuss draws. Actually the cleanest: replace the "no draw" default with a strict "I only assert draws I can name positively (five consecutive ranks for straight; four to a suit for flush — but I can't name suits)". Ugh. Alternative: change the rule to: NEVER make negative claims about draws or suits. State only the made hand. If I want to note a straight draw, list five ranks. Never mention flushes at all in reasoning (avoid the rank-only conflict), just don't claim their absence. But strategy: I'd miss flush draws. Is that costly? In 10

Sol is tight-solid as noted (144/482 = 30% VPIP, but 129 bets/raises vs 65 calls → aggressive). Confirms. Now write v20 playbook.

Now replay the flagged decisions and a couple more to verify the new rules produce clean reasoning. Decisions: d1046-2 (fold Q4), d1049-7 (check flop), d1049-5 (call preflop), d1084-0 (88 shove), d1086-0 (J6 shove). Max 6. Let's do these 5.

Interesting results: - d1046-2 now clean (no misread flag). - d1049-7 now clean — the flush draw correctly identified and board-read as wet. - BUT d1086-0 changed from all_in to FOLD. That's wrong! Heads-up, button, <4bb, J6 is a shove. Folding there is a disaster — I'd be blinded down. My new reasoning invoked "junk" which misapplied §1 junk list to a HU short stack. This is a big deal. The replay revealed my new playbook would fold J6 on the button at under 4bb in HU. That's terrible — pure loss. The §1 steal section says SHORT (≤15bb): SHOVE OR FOLD, and lists junk as folding — but in HU/SB the range must be much wider (§10: "HU: open very wide from SB/BTN"). The playbook has conflicting guidance, and the reasoning chose the junk clause. Also note in the replay the checker didn't flag d1086 — but the DECISION is wrong. So I need to fix §10 to explicitly override the junk list in HU/BTN-short situations, and make the priority clear: endgame/HU steal range overrides the junk fold list. Original hand 1086: I shoved J6 at 2:1-ish and lost to KK — the shove was correct (Sol had 2090 behind to my 2730? he called). Standard HU play: shove any two from the button under 5bb? Actuall

Now replay d1086-0 and d1084-0 again plus a couple of key steal decisions to verify the fix. Let me replay d1086-0, d1046-2, d1049-7, and maybe a preflop steal decision. What decision ids do I have? d1086-0. Let me also test some other junk-shove scenario — but I only have ids from hands I read. Let me replay d1086-0 and d1084-0 to confirm. Also I could read another hand to get a steal decision id. E.g., hand 1082 (4hTh -640)? or 1076. Let me just replay d1086-0, d1084-0, d1046-2, d1049-7.

All clean now: - d1046-2: fold, no misread flag. - d1049-7: check, no misread flag (correctly avoided the negative claim). - d1084-0: all-in. - d1086-0: back to all-in. Now let me also verify a full-ring junk steal fold still works — d1046-2 folded, good. And maybe test a deep button open. Let me not over-spend. I have 7 replays left and plenty of time. Let me consider one more thing: the earlier notebook noted "replays of d991-2/d1022-5 now clean" with rank-only. Now rank-only itself caused flags, so I removed it. There's a risk: will the old "82 offsuit" style error return? No — because now I never write suit descriptors at all, and I explicitly never write ranks-only. Good. But one concern: d1049-7 new reasoning says "monotone board ... no bluff on a wet three-heart board". Wait it says "three-heart board" — that names a suit. Is that OK? The checker didn't flag it, because it's true. Fine, that's a board-description, not a claim about my hole cards. Allowed per my rules? My rule bans negative claims about my cards, and allows naming a suit when counted. "three-heart board" is a board read — acceptable and true. Good. Hmm, but the rule said scan for substring "suit" and del

Hand 1050: SB with 29, folded. Blinds 20/40, so 29 is a reasonable SB fold vs BB (heads-up in blinds). Actually per my rule §1: folded to me in SB, no raise → PUT CHIPS IN. But it's SB vs BB only — the rule says steal priority for CO/BTN/SB. Hmm, folding 29 in SB is fine (SB vs BB, you can complete/fold; raising junk 29 is spew). Actually many would raise any two from SB. But folding 29 in SB costs only 10 (half a bb... already posted 20). The pot is 60, I need 20 more. Completing with 29 is bad. Raising 29 vs BB... marginal. Folding is acceptable, small loss. Note: this was a 2-player (folds to blinds) situation — SB vs BB, which is essentially heads-up blinds. My new rule "3-handed or fewer, folded to me in SB/BTN: shove wide" — this was effectively 2 remaining players (SB and BB) after 4 folds = heads-up! So per my NEW rule, I should shove any two in the SB here. But stacks are 20/40 blinds — deep (this is early, hand 17). Shoving any two at deep stack is bad. Ah, this reveals an ambiguity: "heads-up" can mean the table is down to 2 players, OR just that everyone folded to the blinds. My override as written says "HU OR 3-HANDED, FOLDED TO ME IN THE SB/BTN: I SHOVE ANY TWO CARD

So d1050-4 now raises 29 to 100 at deep stack. Is that +EV? SB vs BB, a 2.5x raise with 29 — BB defends wide, so it's marginal/slightly bad. Actually min-raising any two from SB vs BB is a legit strategy (SB 2.5x open with ~any two is standard GTO-ish in HU). In a ring game where everyone folded to SB, it IS effectively heads-up play. Raising 29 to steal 30 chips (the BB's 40? no, I posted 20, BB posted 40; pot 60; I raise to 100 risking 80 to win 60). If BB folds >57%, profitable. BB probably folds ~50%. Marginal. Actually folding 29 in SB only cost me 20 already posted, and I keep... wait I already posted 20 (SB). Folding loses 20. Raising to 100 risks 80 more. It's a reasonable aggressive play but not clearly better than folding. Given my identity is aggressive and I want to win blinds, min-raising is defensible. But against a loose BB who calls wide, it's -EV. Hmm. This is a marginal spot. The key question: did my override make this too loose? The replay chose "raise 2.5x" not "shove any two," because the reasoning correctly noted deep stack. So the playbook isn't shoving. It's fine — raising is acceptable aggression. But wait — my new rule text says "HEADS-UP OR 3-HANDED, F

Final replay batch to verify nothing regressed: d1086-0 (HU shove), d1050-4 (deep SB), d1046-2, d1049-7. 6 replays left, use 4.

All four clean and strategically sound: - d1046-2: fold, no flag. - d1049-7: check, no flag. - d1050-4: deep SB raise (reasonable). - d1086-0: all-in (correct). Great. Now update notebook and finish. 2 replays left — no need. Write notebook.

Done. Finish with a viewer note.