**Considering call limits** I have 15 calls left, which seems like plenty, but I want to avoid being excessive. I'm thinking about whether the main issue is missed opportunities. I should probably review calls 865, 866, 855, and 859, along with the related notes about the opus. That way, I can gather insights about those missed chances and make the most of my remaining calls! Let's get to reviewing those!

**Considering playbook changes** I need to modify the playbook to restrain it and replay 3. I have 10 calls remaining, but I've already used 15, so I'm running low. The original text has about 1,150 words, which feels cumbersome. I think I could replace it with a streamlined version of around 1,050 words, focusing on not including any exact invented equity. This should help keep things clear and concise!

**Reviewing Post-Tournament Performance** I'm currently analyzing my recent poker tournament results. My focus is on reviewing key statistics and any hands that flagged for potential misreads or outright lies to identify areas for improvement and potentially update my playbook.

**Refining Card Recognition** I'm actively working on improving my ability to accurately identify card ranks and suits. Recent observations reveal persistent errors in distinguishing between suited and offsuit hands, as well as misplacing suits when processing card combinations. This is a primary focus for refinement.

**Refining Playbook Details** I'm currently focused on clarifying terminology within the playbook. My immediate priority is to address the "top pair" phrasing for paired boards and ensure card readings are strictly followed as presented, avoiding assumptions about suits.

More context is needed on losing hands and opponents.

Reviewing key issues from the tournament. Hand 841 misread the flush rank as eight-high instead of jack-high. A rule is needed to name a flush using the highest card of that suit among hole and board cards. Hand 847 incorrectly claimed an AK nut spade draw after winning. The board only held three spades total. The post-action chat thought contradicted the correct earlier reasoning. The playbook requires restating copy every street, and the checker flags invented draws in table-talk. Hand 859: ATs versus button on a 2s Kh Tc Qs board. Flop second pair, turn Q made tens third pair plus gutshot. Folding to 417 needs verification.

Hand 854: A4o folded from the small blind when raised. Hand 879: J5o folded from the big blind against a 2.5x open. The exact stack is unclear, but the prior large pot win suggests deep stacks. The playbook calls for wide HU calls around seven big blinds. J5o folded in hand 879 may have been correct with deep stacks but too tight with short stacks. Hands 880 and 881 need review. The flush rank bug in hand 841 names the lowest hole card instead of the highest card of the flush suit on the board. Post-hand thoughts are still being checked. Hand 847 invented a nut spade draw after the hand ended. Silence or restating facts is better than adding post-decision speculation. Sonnet calls heads-up shoves with weak hands like Q6, 67, KQ, and Q9s. Jamming A5 and Q9o is still profitable but expects calls. He also shows many pairs. In hand 859 Sonnet bet the turn with second and third pair. He folds rivers to size when behind but bets when he has it. Hand 859 pot was roughly 500 preflop and 834 after the flop. Sonnet bet 417 on the turn into that half-pot size. A gutshot plus third pair offers about eight percent equity, which is below the twenty-five percent needed to call a half-pot c-

The playbook was truncated at Gemini. Reconstructing the full v9 playbook from notebook memory. A new rule clarifies flush RANK: when total is 5, name the highest card of that suit across hole and board. Hand 841 is a JACK-high flush, not eight-high. Do not stack off a non-nut flush multiway. Thoughts are graded even after the action. Hand 847 correctly denied a flush draw. A later thought wrongly called it a nut spade draw and was flagged. Do not upgrade a backdoor into a draw after the bluff succeeds. The Sonnet heads-up jams with Q6o and 76o won both times. Those jam ranges still stand. Expect a call. Jam any ace, any pair, Kx, Q8+, J9+, and suited connectors at 8–12bb on the button.

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

Interesting. The checker flagged 8 MISREADs in the last tournament — but they're all about saying "offsuit" when the hand was actually suited. Wait, my playbook says I should never mention suits at all. But the checker flags me for saying "offsuit" when the hand is suited. The issue: my playbook uses "o" notation (A6o, K9o, etc.) which is offsuit notation. When I think "T2o is outside my range" but actual hand T2s is suited, the checker flags MISREAD because I asserted offsuit. Hmm, but this was reported in "last" scope, and the notebook said 0 misreads for tmv8wt92j. But my_stats says 40 hands dealt, and the checker last shows those 8 misreads. Wait, there's a discrepancy. The notebook says tmv8wt92j had 30 hands. But my_stats last says 40 hands. Maybe the "last" tournament is a different, newer one (tmv8y5sx7). The prompt says tournament tmv8y5sx7 just ended. So the notebook entry about tmv8wt92j is from a previous break. The last tournament is tmv8y5sx7. So in tmv8y5sx7: 40 hands, VPIP 6/39 = 15%! Very tight. Net -1500. And 8 MISREADS all about calling suited hands "offsuit"/"o". The root cause: my playbook uses offsuit notation like "K9o+", "Q9o+" and I think in those terms.

So the last tournament had 40 hands (833-872). Big losses: 872 (-650, 44 on a board 3h7sJdQcTc — likely jammed into something), 857 (-340, JdKs), 866 (-160, 3cKh), 871 (-160, 2h5d), 850 (-100 As8s). VPIP 6/39 = 15%. The misreads are all the "o" labeling. Let me read a couple flagged hands to understand. Let me read hand 872 (biggest loss) and 857, and one flagged (851, 865). Let me read 836 and 865 as flagged examples. Actually, the pattern of misreads is clear: I use "o" suffix. The fix is to drop o/s suffixes. Let me read 872 and 857 to look for leaks.

Confirmed. Hand 865: "Early position with Q4o" but actual Qh 4h suited. Flagged MISREAD. The fix: stop using o/s suffix. Also note hand 865 fold was correct (Q4 EP fold regardless). Hand 857: KJo steal, standard. Lost to Sonnet. Fine play. Hand 872: 44 shove at 3.5bb — fine. So the main leak identified: 8 misreads from "o" suffix usage. And VPIP too low (15%). Wait, VPIP 15% but I'm supposed to steal a lot. Why so few steals? With 40 hands, folded-to-me in CO/BTN/SB maybe ~8-10 times. I put chips in 6 of 39. Hmm. Let me check some hands where I folded from late position — 848 (Kc9c +20, I won?), 853 (2s3s), 860 (7s3c +40). Actually 848 K9 won +20, 854 74 +40, 860 73 +40 — those might be BB walks or steals. Actually, maybe many hands I was in BB and folded, or others raised before me. Hard to say. The VPIP low could be because opponents raised a lot (shove-fest). Let me check a few folded hands in late position. Let me check hands 843, 849, 853, 858, 870, 871 — small ones. Actually let me focus. The main actionable fixes: 1. Remove o/s suffix from playbook and reasoning — eliminates misreads. Replace with plain ranks. 2. Increase steal frequency slightly. Let me read hand 8

Hand 850: A8 raise button, folded to Opus 3-bet — fine (A8s... but I said "strong Ace"; and the reasoning used "A8s" which is fine — wait the actual is As8s suited, and I said "A8s" — that's correct, no flag. Good). Hand 866: Kh3c — I said "@Sol, five big blinds..." wait Sol raised to 810 all-in at blinds 80/160, and I said "five big blinds" — 810 = 5bb, ok. My hand 3cKh; I called it "weak king-high" — fine. Hand 871: 2h5d — I called it "2-5 offsuit" but actual is 2h5d = offsuit! Wait 2h and 5d — different suits, so offsuit is correct. But it wasn't flagged. OK good. Actually 2h5d is genuinely offsuit, consistent. So the misreads occur when the hand happens to be suited. My "o" suffix is a guess about suits, and sometimes wrong. Since I don't track suits, I must never write o/s. Fix: rewrite playbook to remove all "o"/"s" suffixes in range notation. Use ranks only: "K9+", "Q9+", "T9+", "98+", "AT+", "KQ" etc. And add explicit non-negotiable: in reasoning and talk, write hands as ranks only ("K9", "Q4"), NEVER attach o or s. Ranges are suits-neutral. Let me also verify: does the playbook text itself count? No, only reasoning/talk flagged. But to be safe, remove suffixes from pl

Now replay the flagged decisions to verify the new playbook avoids suffix misreads. The decision ids in flagged hands: 836, 837, 842, 846, 851, 861, 864, 865. I need decision ids like d865-0. Let me use the ones I know: d865-0, and for others I need to read. But I can guess format d<hand>-<n>. From 865 we saw d865-0. From 857 d857-2, d857-7. So format d{hand}-{n}. For 836, 837, etc., the preflop decision index may vary (could be -0 or higher since blinds act first). Let me just replay d865-0 and read the others quickly. Actually replay takes decision_ids. Let me read a couple flagged hands to get ids, then replay up to 6. Let me read 836, 837, 842, 846, 851, 861, 864 — that's 7 reads. Plus I've used 3+3+3 = 9 calls. I have 25 total, used 9. Fine. Actually, I can replay with guessed ids and see if it errors. Better to read them to get exact ids. Let me read 836, 842, 851, 861, 864 (5 hands) in one block.

Now I have the decision ids: d836-5, d842-5, d851-2, d861-4, d864-1, d837-4, d846-1, d865-0. Let me replay 6 of them (max 6 per call, I have 16 replays). Let me replay d836-5, d842-5, d851-2, d861-4, d864-1, d837-4 — six flagged decisions. And maybe another batch with d846-1, d865-0. Let me do the first batch.

Five of six now clean. One still flagged: d864-1 — the new reasoning contains "offsuit junk". Because the playbook text "Offsuit junk (96, 86, J7...)" — the word "offsuit" got copied. I need to remove the word "offsuit" from the playbook entirely, including "Offsuit junk" and "weak offsuit", "call cheap"... Let me scrub every occurrence of "offsuit" and "suited" from the playbook. Occurrences in v16: - Section 1: "Offsuit junk (96, 86, J7, 92, 43, Q3, T6, 53, 35) folds." - 1b: "all weak offsuit fold from EP" - 6: "fold weak offsuit", "FOLD rags/low offsuit connectors", "fold dominated offsuit rags" - Rule 11: "fold dominated offsuit rags even at 4:1" Replace with "junk", "weak hands", "rags/low connectors", "dominated rags". Also the word "offsuit" in reasoning is the trigger — the checker flags saying a hand is offsuit when it's suited. Saying "offsuit junk" generically also flagged (d864-1). So eliminate the word entirely. Let me rewrite those lines. Also remove the "no suitedness" instructions language? Actually those are fine — "never write suited/offsuit" is an instruction, and if I don't reproduce the word in reasoning, fine. But d864-1 shows the word leaked. Better to ph

Now replay the remaining flagged decisions plus d864-1 again to verify. Replay: d864-1, d846-1, d865-0, and maybe replay a couple more to check no new issues. Let me replay d864-1, d846-1, d865-0. Also, I want to verify steal behavior increase. Replay some fold decisions in late position? E.g., d851-2 (Q7 from... wait that was from a position with three players to act — that's not CO/BTN? Actually "three players still to act" means it was after 3 folds out of 6, so it's like MP/CO). Fine, fold is ok. Let me replay d864-1, d846-1, d865-0.

All clean now — no misread flags. The rank-only fix works. Now let me consider the VPIP issue. 15% VPIP. The playbook target 25-33%. Reason: opponents raised a lot, and I folded. But also possibly my steal triggers weren't firing enough. Let me replay a couple of late-position folds to see if v17 turns them into steals. Which hands were late-position folds? d837-4 was SB 43 (junk, fold correct). Let me look for CO/BTN folds. Hand 853 (2s3s), 858 (3h8d), 870 (9h4s), 843 (3s2h). Let me pick a few and check positions. Actually I don't know positions without reading. Alternatively, I could just trust the playbook change. But better: let me replay decisions in hands where I likely folded late with a marginal hand. Let me read hand 853 and 870. Actually, budget: I've used ~4+4+... let me count tool calls: 1(playbook/notebook/stats/checker=4 calls but counted as block of 4) — each is a call. Let's count: call1 read_playbook, 2 read_notebook, 3 my_stats, 4 checker, 5 list_hands flagged, 6 list_hands all, 7 read872, 8 read857, 9 read865, 10 read871, 11 read866, 12 read850, 13 write_playbook, 14 read836, 15 read842, 16 read851, 17 read861, 18 read864, 19 read837, 20 read846, 21 replay6, 2

Now finish. That's 25 calls. Let me finish with a note.