{
 "notes": "EP9: started minutes after EP8 (no wake, no refusal, no new note); the 25 t5 legs were all still waiting for seats, t3 (4), t4 (17) running. Handed 16: 8 trained T03 children from t3 (k01, k05, k06, k07, k10, k13, k16, k19), 3 J11 children (jc01..03), confirm-t03/t03-block-a, t4's m01, m02, m24, dz-a.\n\nLEARNED (all T03 children share holdout 41030000..41038191, se about 0.010 vs IB, 0.004 vs start; real is 512 fresh seeds, se about 0.04; every valid, 0 OOG, 0 reverts, peaks 235k..238k).\n1. k01 (t3-a/k01-s05-h45-p16; id 12606d82ec57ee9fe351945ec520b1ab8d79c8a472ff46b3bce6c5c0693b7b49, fetched, hash equal) is the new best: holdout +0.834 over IB, +0.066 se 0.005 over T03; real 8097280..8097791 +0.793 se 0.037 over IB, +0.071 se 0.019 over T03 (3.7 se). 470 generations in 76 min at 877 markets/s (24 CPUs), sigma0 0.5 cap half-life 45, pop 16, parameterization 0.03 rms / 2^(0.02 z); monitor still rising (+0.061 at 72 min, +0.066 at 76). Code sha256 9253b6f3a49eafc1ed21ad19d9e2c0761c2ff151a6a7aa81e16de83834ad6a1b; port 732c0fb6 (= k09's: W = [1, 19 multipliers, 19 offsets, W1, b1, W2, b2, 3 anchors, TH_VALUES with constants by name], NW 217); params = W1, b1, W2, b2, 41 constants as name: value, scaling. A complete START.\n2. k07 (t3-b; id 9212fa7fbc3dae90d9d0eda9cb22972790431d4128339db1cc55754ddbfc73c3; code 039fa1a3...; own port cdf8c0f8): holdout +0.822 over IB, +0.055 over T03; real 8103424..8103935 +0.836 se 0.041 over IB, +0.035 se 0.018 over T03; 522 gens, sigma0 0.3 h60. k06 (t3-b; id e7b20742e25c7b6cead3f9ee3d69a750a0524e1e92e3ce2a3354db6e23c80ad9; code ef01fb90; own port 849ad35a): holdout +0.819, +0.051; real 8102400..8102911 +0.792, +0.047 se 0.017; 473 gens, sigma0 0.4 h60. Then k13 +0.026 (689 gens, h90), k16 +0.025, k19 +0.025, k10 +0.023, k20 +0.021, k05 +0.010 (131 gens; its real arm broke). Pattern: gain tracks generations up to about 500 and a 45..60-minute cap; h90 legs (k13, m02: nothing beat START after 359 gens) gained least. Slow seats (m01 66 markets/s, m24 84, jc01 44) ran no search.\n3. T03 vs IB real, pooled: own 8588000 block +0.819 (1,024), t03-block-a +0.800 se 0.026 (8700000..8701023; quartiles +0.89/+0.78/+0.75/+0.78; peak 237,141 IB-side, 0 OOG), t03-block-b +0.7725 (1,024): +0.797 on 3,072 seeds; the eleven START arms of t3/t4 legs (+0.59..+0.81, mostly 512) agree: about +0.78 overall. T03 is confirmed >= +0.3 (code cb6d9455...). t03-block-a ran on a native macOS build of the same engine source, reproducing published per-seed diffs to 1e-10.\n4. dz-a: T03G (acc[0] guard) identical to T03 per seed on 256 real seeds, same peak 235,406; dz-b had shown the same on its 256. Per note 7 T03 ships unchanged.\n5. J11 line: jc03 +0.628, jc02 +0.617 over IB on the holdout, 0.2 behind T03: closed. t5's 25 legs (15 from T03, 10 from k20) still run EP8's brief; left alone (cancel would only stop them; their results are a fallback).\n\nDECIDED (30 items; 193 of 200 used at most; 7 left, none needed).\n- confirm-k01 (8, merge 8): k01 vs IB on six fresh 512-seed blocks 8174080+512j (j 0..5; 3,072 seeds, pooled se about 0.02), k07 vs IB on 8177152 and 8177664 (1,024); T03 arm on the same seeds when time remains; 64-seed commands, partial blocks reported at chunk boundaries. Promote k01 at > 2 se over IB and >= +0.3 on >= 2,048 seeds (expected about +0.80).\n- t6-a..t6-e (22 legs, keys qNN-<start>-sS-hHH-pPP): the EP8 TEMPLATE (notes 3, 6, 7 word for word; recorded-callback gates A and C; 0.05 rms / 2^(0.03 z)) with START = k01 (q01..q15), k07 (q16..q18), k06 (q19..q22); sigma0 0.2..0.5, half-lives 30..60 (what gained most), pop 16 (24 on q08, q14); gate B = START minus IB on the leg's own real seeds within 0.15 of its real gain; holdout 41090000..41098191 (fresh, shared by the round, frozen, START and IB arms); real = IB and frozen on 512 fresh seeds (256 under 300 markets/s), START if time remains; under 100 markets/s IB and START on 1,024. Filled leg brief 2,991 characters.\nREAD (30): the 8 confirm items and the 22 legs. Wake: the six batches or 150 minutes.\n\nLEDGER, never reuse. Real engine: below 8174080 taken (EP1..8); confirm-k01 8174080..8178175; qNN 8178176+1024(NN-1), NN 01..22 (to 8200703); next free 8200704; confirm-t03 8700000..8702047; T03's own 8588000..8589023. Replica train: qNN 100000000+8000000(NN-1), 8,000,000 each (100000000..275999999); taken earlier 500000000..516000000, 600000000..800000000, 900000000..1360000000; the sister goal uses 1400000000 up; next free 276000000 (below 500000000, clear of monitor 30000000..30002047 and holdouts 41000000..41100000). Gate A/C recording 9200000..9200149. Holdouts used: 41010000 (round 1), 41030000 (t3, j11), 41050000 (t4), 41070000 (t5), 41090000 (t6); next 41110000. ES seeds used: up to 20261525 and 20261601..20261622.\n\nNEXT EPISODE (10 of 10: the last; set finish true and write nothing new to run).\n1. Pool confirm-k01 per candidate by sum and sumsq (the merge does it; check it against the items): k01 vs IB n, mean_diff, se, worst5, best5, quartiles; k01 vs T03 where the T03 arm ran. k01 is the final file if > 2 se over IB and >= +0.3 on >= 2,048 seeds (its holdout and 512-seed real already say about +0.80); otherwise T03 (+0.797 on 3,072 seeds) is the final file and k01 the best unconfirmed child. If the confirmation has not landed when EP10 starts (a requester note starts episodes early), say so and rank k01 on its own 512 seeds plus the holdout.\n2. Rank t6 legs by holdout frozen_vs_IB (same seeds across the round, se about 0.010) and frozen_vs_start; check real frozen_vs_IB agrees, valid true, peak <= 245,000, 0 reverts. A replica_only leg has no Solidity: report its params and holdout gain as unfrozen. The best valid leg is the best trained file, confirmed on its own 512 real seeds only; recommend the requester confirm it on 2,048 fresh seeds from 8200704 before submitting. Late t5 results (if handed or listed in goal.json) are T03 and k20 children on holdout 41070000: rank by frozen_vs_start.\n3. Write-up: the final file's URL (https://api.imd.fun/artifacts/<id>), code_sha256 and port sha256, where the weights are (`params`), the paired real gain over IB {n, mean_diff, se, worst5, best5}, quartiles, retail/arb volume deltas (the engine exposes no retail/arb edge split; the KIT reconstruction used by some legs is approximate), gas (afterSwap peak, 0 OOG), the curve by round (IB 0; J5 +0.55 on 5,120; J11 +0.60; T03 +0.797 on 3,072; k01 +0.834 holdout / +0.793 real on 512, confirmation pending; round 5 best), the relay's method (joint CMA over 178 weights and 41 constants, fresh 512-market generations, monitor selection, holdout and real engine once), the gate A story (T03's Panic(0x12) only on synthetic stress at X 0.067 and spot 2e8; T03G guard identical on 512 real seeds; recorded-callback gates since EP8), the seat mix (2 to 32 CPUs; items under 100 markets/s ran confirmations; macOS items ran replica-only), what was not checked (no leaderboard run; no 2,048-seed confirmation of the t6 legs; retail/arb edge split; t5 results not read), and every item id cited.",
 "spawn": [
  {
   "name": "confirm-k01",
   "brief": "Confirm one candidate against IB on the real engine: no search, no port. Follow the goal's objective exactly (SETUP, REAL ENGINE), and the requester's rule: 'This overrides the objective's 300 markets/s rule: search at any replica speed of at least 100 markets/s, with 256-market blocks below 300 markets/s, for the full time; only below 100 markets/s skip the search and do confirmations or kit work.'\nFILES (`_zb64` = base64 of zlib; check sha256s). CAND = https://api.imd.fun/artifacts/{{cand}}: `code_zb64` (Solidity, sha256 {{csha}}). IB = the goal's IB file: `code_zb64` (sha256 301941829a44bb60977bb28181a5e4bfa6544f3696763f987054789b2611d686). T03 = `code_zb64` of https://api.imd.fun/artifacts/3d001532cce4c2885307bb007a5170f77dd4b2f8151d041696e04a1c60a0f475 (sha256 cb6d945511e1e10af78baa64c2a6cb25806f0998403ce6440654bfc3c70092d9).\n1. SETUP; fetch the files; check that each decoded Solidity hashes as stated.\n2. REAL ENGINE: IB's Solidity and CAND's, each alone against the 30 bps VanillaStrategy, seeds {{real}}..+511, in 64-seed commands (one run_batch per arm per chunk), each chunk saved under scratch/ before the next; every seed once per arm, no seed outside the block. Then T03 on the same seeds if time remains. gas_stats_reset() before and gas_stats() after every arm run.\n3. If your time runs short, stop at a chunk boundary and report only the chunks both arms finished, with the seeds covered.\nRESULT: one JSON object: setup (as written or blocked={step,error}); seeds covered; paired_vs_IB {n, mean_diff, se, sd, sum, sumsq, median, worst5, best5 (seed, diff)}, the per-seed diffs, means per 64-seed chunk; by_quartile of IB's retail volume (q1 quietest: n, mean_diff, se); retail and arb volume deltas; mean_edge per arm; cand_vs_T03 and T03_vs_IB the same way if T03 ran; gas{afterSwap_peak, afterInitialize_peak, oog, reverts per arm}; valid (false on any OOG, revert or afterSwap peak over 245,000); code_sha256 per arm; CAND's `code_zb64` copied as given; notes. Report only what you measured.",
   "items": [
    {
     "key": "k01-c1",
     "vars": {
      "cand": "12606d82ec57ee9fe351945ec520b1ab8d79c8a472ff46b3bce6c5c0693b7b49",
      "csha": "9253b6f3a49eafc1ed21ad19d9e2c0761c2ff151a6a7aa81e16de83834ad6a1b",
      "real": "8174080"
     }
    },
    {
     "key": "k01-c2",
     "vars": {
      "cand": "12606d82ec57ee9fe351945ec520b1ab8d79c8a472ff46b3bce6c5c0693b7b49",
      "csha": "9253b6f3a49eafc1ed21ad19d9e2c0761c2ff151a6a7aa81e16de83834ad6a1b",
      "real": "8174592"
     }
    },
    {
     "key": "k01-c3",
     "vars": {
      "cand": "12606d82ec57ee9fe351945ec520b1ab8d79c8a472ff46b3bce6c5c0693b7b49",
      "csha": "9253b6f3a49eafc1ed21ad19d9e2c0761c2ff151a6a7aa81e16de83834ad6a1b",
      "real": "8175104"
     }
    },
    {
     "key": "k01-c4",
     "vars": {
      "cand": "12606d82ec57ee9fe351945ec520b1ab8d79c8a472ff46b3bce6c5c0693b7b49",
      "csha": "9253b6f3a49eafc1ed21ad19d9e2c0761c2ff151a6a7aa81e16de83834ad6a1b",
      "real": "8175616"
     }
    },
    {
     "key": "k01-c5",
     "vars": {
      "cand": "12606d82ec57ee9fe351945ec520b1ab8d79c8a472ff46b3bce6c5c0693b7b49",
      "csha": "9253b6f3a49eafc1ed21ad19d9e2c0761c2ff151a6a7aa81e16de83834ad6a1b",
      "real": "8176128"
     }
    },
    {
     "key": "k01-c6",
     "vars": {
      "cand": "12606d82ec57ee9fe351945ec520b1ab8d79c8a472ff46b3bce6c5c0693b7b49",
      "csha": "9253b6f3a49eafc1ed21ad19d9e2c0761c2ff151a6a7aa81e16de83834ad6a1b",
      "real": "8176640"
     }
    },
    {
     "key": "k07-c1",
     "vars": {
      "cand": "9212fa7fbc3dae90d9d0eda9cb22972790431d4128339db1cc55754ddbfc73c3",
      "csha": "039fa1a3fcab7d33a03457284bdb8858beea581eaddcd904631e8c0d91855608",
      "real": "8177152"
     }
    },
    {
     "key": "k07-c2",
     "vars": {
      "cand": "9212fa7fbc3dae90d9d0eda9cb22972790431d4128339db1cc55754ddbfc73c3",
      "csha": "039fa1a3fcab7d33a03457284bdb8858beea581eaddcd904631e8c0d91855608",
      "real": "8177664"
     }
    }
   ],
   "output": {
    "format": "json",
    "maxBytes": 48000
   },
   "merge": {
    "groupSize": 8,
    "brief": "Pool the accepted items per candidate by sum and sumsq (n, mean_diff, se, worst5, best5, by_quartile pooled by sum/sumsq); list every item's seeds, n, mean_diff, se, gas peaks and valid; name the items that did not finish and what they covered. Decide per candidate: confirmed at > 2 se over IB and >= +0.3 on at least 2,048 seeds, or not, with the numbers."
   }
  },
  {
   "name": "t6-a",
   "brief": "One relay leg; the next starts from your result. Follow the goal's objective and: 'This overrides the objective's 300 markets/s rule: search at any replica speed of at least 100 markets/s, with 256-market blocks below 300 markets/s, for the full time; only below 100 markets/s skip the search and do confirmations or kit work.' 'If the Linux setup fails on this machine, take the replica-only branch: set R=\"$PWD/scratch\" and quote every path; download https://github.com/astral-sh/uv/releases/latest/download/uv-aarch64-apple-darwin.tar.gz, extract it under \"$R\" and use that uv; run uv venv --python 3.12 \"$R/venv\" and uv pip install numpy numba cma; run the CMA search on the replica from the starting file's port and frozen params for the full time; return the trained params, the curve and the replica holdout gain over the start, marked replica_only, without freezing to Solidity or running the real engine.' 'Run gate A on callback sequences recorded from replica market runs (at least 50 markets of 2,000 callbacks); report any synthetic stress sequences separately and do not block on them.'\nFILES (check sha256s). START = https://api.imd.fun/artifacts/{{start}}: `code_zb64`, `params` (W1, b1, W2, b2, 41 `constants`, `scaling`), `port_zb64` (layout: its notes). IB: the goal's IB file, its own port.\n1. SETUP; fetch the files.\n2. Gate A: record the first 2,000 afterSwap callbacks of 50 replica markets (START's port, seeds 9200000..9200049); replay them in the EVM on START's Solidity and in the port, < 0.01 bps. Gate B: START minus IB on replica seeds {{bseeds}} within 0.15 of the real {{bref}}. S = replica markets/s (warmed pool). A failed gate: no search, blocked={step,error}. S < 100: only step 6, IB and START, {{real}}..+1023.\n3. CMA-ES over 219 z, z = 0 at START: weight = start + 0.05 rms(its block) z; constant = start 2^(0.03 z), integers rounded. ES seed {{esseed}}, population {{pop}}, sigma0 {{sigma}} capped at sigma0 x 0.5^(minutes/{{half}}). Each generation scores the same M fresh markets (512 if S >= 300, else 256) from seed {{train}} up, never reused. Every 5 minutes score the ES mean vs START on 30000000..30002047; keep the best. Stop 30 minutes before your time ends (45 if S < 300).\n4. Freeze the best point into START's Solidity, only its literals (weights 1e-6, constants WAD). Gate C: as A on the frozen file, seeds 9200100..9200149, < 0.1 bps.\n5. Holdout, once: frozen, START, IB on 41090000..41098191.\n6. REAL ENGINE: IB and frozen, each alone, seeds {{real}}..+511 (+255 if S < 300), 64-seed commands; START if time remains.\nRESULT, one JSON object, START's keys: blocked; gates; speed; search{generations,minutes,M,curve}; params; code_zb64, code_sha256; port_zb64, port_sha256; holdout and real: frozen_vs_start, frozen_vs_IB, start_vs_IB (n, mean_diff, se; real also sum, sumsq, worst5, quartiles); gas{afterSwap_peak, oog}; valid (false on OOG, revert or peak > 245,000). If nothing beat START, say so.",
   "items": [
    {
     "key": "q01-k01-s03-h45-p16",
     "vars": {
      "start": "12606d82ec57ee9fe351945ec520b1ab8d79c8a472ff46b3bce6c5c0693b7b49",
      "bseeds": "8097280..8097791",
      "bref": "+0.793",
      "esseed": "20261601",
      "pop": "16",
      "sigma": "0.3",
      "half": "45",
      "train": "100000000",
      "real": "8178176"
     }
    },
    {
     "key": "q02-k01-s02-h45-p16",
     "vars": {
      "start": "12606d82ec57ee9fe351945ec520b1ab8d79c8a472ff46b3bce6c5c0693b7b49",
      "bseeds": "8097280..8097791",
      "bref": "+0.793",
      "esseed": "20261602",
      "pop": "16",
      "sigma": "0.2",
      "half": "45",
      "train": "108000000",
      "real": "8179200"
     }
    },
    {
     "key": "q03-k01-s04-h45-p16",
     "vars": {
      "start": "12606d82ec57ee9fe351945ec520b1ab8d79c8a472ff46b3bce6c5c0693b7b49",
      "bseeds": "8097280..8097791",
      "bref": "+0.793",
      "esseed": "20261603",
      "pop": "16",
      "sigma": "0.4",
      "half": "45",
      "train": "116000000",
      "real": "8180224"
     }
    },
    {
     "key": "q04-k01-s03-h30-p16",
     "vars": {
      "start": "12606d82ec57ee9fe351945ec520b1ab8d79c8a472ff46b3bce6c5c0693b7b49",
      "bseeds": "8097280..8097791",
      "bref": "+0.793",
      "esseed": "20261604",
      "pop": "16",
      "sigma": "0.3",
      "half": "30",
      "train": "124000000",
      "real": "8181248"
     }
    },
    {
     "key": "q05-k01-s03-h60-p16",
     "vars": {
      "start": "12606d82ec57ee9fe351945ec520b1ab8d79c8a472ff46b3bce6c5c0693b7b49",
      "bseeds": "8097280..8097791",
      "bref": "+0.793",
      "esseed": "20261605",
      "pop": "16",
      "sigma": "0.3",
      "half": "60",
      "train": "132000000",
      "real": "8182272"
     }
    }
   ],
   "output": {
    "format": "json",
    "maxBytes": 64000
   }
  },
  {
   "name": "t6-b",
   "brief": "One relay leg; the next starts from your result. Follow the goal's objective and: 'This overrides the objective's 300 markets/s rule: search at any replica speed of at least 100 markets/s, with 256-market blocks below 300 markets/s, for the full time; only below 100 markets/s skip the search and do confirmations or kit work.' 'If the Linux setup fails on this machine, take the replica-only branch: set R=\"$PWD/scratch\" and quote every path; download https://github.com/astral-sh/uv/releases/latest/download/uv-aarch64-apple-darwin.tar.gz, extract it under \"$R\" and use that uv; run uv venv --python 3.12 \"$R/venv\" and uv pip install numpy numba cma; run the CMA search on the replica from the starting file's port and frozen params for the full time; return the trained params, the curve and the replica holdout gain over the start, marked replica_only, without freezing to Solidity or running the real engine.' 'Run gate A on callback sequences recorded from replica market runs (at least 50 markets of 2,000 callbacks); report any synthetic stress sequences separately and do not block on them.'\nFILES (check sha256s). START = https://api.imd.fun/artifacts/{{start}}: `code_zb64`, `params` (W1, b1, W2, b2, 41 `constants`, `scaling`), `port_zb64` (layout: its notes). IB: the goal's IB file, its own port.\n1. SETUP; fetch the files.\n2. Gate A: record the first 2,000 afterSwap callbacks of 50 replica markets (START's port, seeds 9200000..9200049); replay them in the EVM on START's Solidity and in the port, < 0.01 bps. Gate B: START minus IB on replica seeds {{bseeds}} within 0.15 of the real {{bref}}. S = replica markets/s (warmed pool). A failed gate: no search, blocked={step,error}. S < 100: only step 6, IB and START, {{real}}..+1023.\n3. CMA-ES over 219 z, z = 0 at START: weight = start + 0.05 rms(its block) z; constant = start 2^(0.03 z), integers rounded. ES seed {{esseed}}, population {{pop}}, sigma0 {{sigma}} capped at sigma0 x 0.5^(minutes/{{half}}). Each generation scores the same M fresh markets (512 if S >= 300, else 256) from seed {{train}} up, never reused. Every 5 minutes score the ES mean vs START on 30000000..30002047; keep the best. Stop 30 minutes before your time ends (45 if S < 300).\n4. Freeze the best point into START's Solidity, only its literals (weights 1e-6, constants WAD). Gate C: as A on the frozen file, seeds 9200100..9200149, < 0.1 bps.\n5. Holdout, once: frozen, START, IB on 41090000..41098191.\n6. REAL ENGINE: IB and frozen, each alone, seeds {{real}}..+511 (+255 if S < 300), 64-seed commands; START if time remains.\nRESULT, one JSON object, START's keys: blocked; gates; speed; search{generations,minutes,M,curve}; params; code_zb64, code_sha256; port_zb64, port_sha256; holdout and real: frozen_vs_start, frozen_vs_IB, start_vs_IB (n, mean_diff, se; real also sum, sumsq, worst5, quartiles); gas{afterSwap_peak, oog}; valid (false on OOG, revert or peak > 245,000). If nothing beat START, say so.",
   "items": [
    {
     "key": "q06-k01-s02-h60-p16",
     "vars": {
      "start": "12606d82ec57ee9fe351945ec520b1ab8d79c8a472ff46b3bce6c5c0693b7b49",
      "bseeds": "8097280..8097791",
      "bref": "+0.793",
      "esseed": "20261606",
      "pop": "16",
      "sigma": "0.2",
      "half": "60",
      "train": "140000000",
      "real": "8183296"
     }
    },
    {
     "key": "q07-k01-s05-h45-p16",
     "vars": {
      "start": "12606d82ec57ee9fe351945ec520b1ab8d79c8a472ff46b3bce6c5c0693b7b49",
      "bseeds": "8097280..8097791",
      "bref": "+0.793",
      "esseed": "20261607",
      "pop": "16",
      "sigma": "0.5",
      "half": "45",
      "train": "148000000",
      "real": "8184320"
     }
    },
    {
     "key": "q08-k01-s03-h45-p24",
     "vars": {
      "start": "12606d82ec57ee9fe351945ec520b1ab8d79c8a472ff46b3bce6c5c0693b7b49",
      "bseeds": "8097280..8097791",
      "bref": "+0.793",
      "esseed": "20261608",
      "pop": "24",
      "sigma": "0.3",
      "half": "45",
      "train": "156000000",
      "real": "8185344"
     }
    },
    {
     "key": "q09-k01-s04-h60-p16",
     "vars": {
      "start": "12606d82ec57ee9fe351945ec520b1ab8d79c8a472ff46b3bce6c5c0693b7b49",
      "bseeds": "8097280..8097791",
      "bref": "+0.793",
      "esseed": "20261609",
      "pop": "16",
      "sigma": "0.4",
      "half": "60",
      "train": "164000000",
      "real": "8186368"
     }
    },
    {
     "key": "q10-k01-s02-h30-p16",
     "vars": {
      "start": "12606d82ec57ee9fe351945ec520b1ab8d79c8a472ff46b3bce6c5c0693b7b49",
      "bseeds": "8097280..8097791",
      "bref": "+0.793",
      "esseed": "20261610",
      "pop": "16",
      "sigma": "0.2",
      "half": "30",
      "train": "172000000",
      "real": "8187392"
     }
    }
   ],
   "output": {
    "format": "json",
    "maxBytes": 64000
   }
  },
  {
   "name": "t6-c",
   "brief": "One relay leg; the next starts from your result. Follow the goal's objective and: 'This overrides the objective's 300 markets/s rule: search at any replica speed of at least 100 markets/s, with 256-market blocks below 300 markets/s, for the full time; only below 100 markets/s skip the search and do confirmations or kit work.' 'If the Linux setup fails on this machine, take the replica-only branch: set R=\"$PWD/scratch\" and quote every path; download https://github.com/astral-sh/uv/releases/latest/download/uv-aarch64-apple-darwin.tar.gz, extract it under \"$R\" and use that uv; run uv venv --python 3.12 \"$R/venv\" and uv pip install numpy numba cma; run the CMA search on the replica from the starting file's port and frozen params for the full time; return the trained params, the curve and the replica holdout gain over the start, marked replica_only, without freezing to Solidity or running the real engine.' 'Run gate A on callback sequences recorded from replica market runs (at least 50 markets of 2,000 callbacks); report any synthetic stress sequences separately and do not block on them.'\nFILES (check sha256s). START = https://api.imd.fun/artifacts/{{start}}: `code_zb64`, `params` (W1, b1, W2, b2, 41 `constants`, `scaling`), `port_zb64` (layout: its notes). IB: the goal's IB file, its own port.\n1. SETUP; fetch the files.\n2. Gate A: record the first 2,000 afterSwap callbacks of 50 replica markets (START's port, seeds 9200000..9200049); replay them in the EVM on START's Solidity and in the port, < 0.01 bps. Gate B: START minus IB on replica seeds {{bseeds}} within 0.15 of the real {{bref}}. S = replica markets/s (warmed pool). A failed gate: no search, blocked={step,error}. S < 100: only step 6, IB and START, {{real}}..+1023.\n3. CMA-ES over 219 z, z = 0 at START: weight = start + 0.05 rms(its block) z; constant = start 2^(0.03 z), integers rounded. ES seed {{esseed}}, population {{pop}}, sigma0 {{sigma}} capped at sigma0 x 0.5^(minutes/{{half}}). Each generation scores the same M fresh markets (512 if S >= 300, else 256) from seed {{train}} up, never reused. Every 5 minutes score the ES mean vs START on 30000000..30002047; keep the best. Stop 30 minutes before your time ends (45 if S < 300).\n4. Freeze the best point into START's Solidity, only its literals (weights 1e-6, constants WAD). Gate C: as A on the frozen file, seeds 9200100..9200149, < 0.1 bps.\n5. Holdout, once: frozen, START, IB on 41090000..41098191.\n6. REAL ENGINE: IB and frozen, each alone, seeds {{real}}..+511 (+255 if S < 300), 64-seed commands; START if time remains.\nRESULT, one JSON object, START's keys: blocked; gates; speed; search{generations,minutes,M,curve}; params; code_zb64, code_sha256; port_zb64, port_sha256; holdout and real: frozen_vs_start, frozen_vs_IB, start_vs_IB (n, mean_diff, se; real also sum, sumsq, worst5, quartiles); gas{afterSwap_peak, oog}; valid (false on OOG, revert or peak > 245,000). If nothing beat START, say so.",
   "items": [
    {
     "key": "q11-k01-s03-h45-p16",
     "vars": {
      "start": "12606d82ec57ee9fe351945ec520b1ab8d79c8a472ff46b3bce6c5c0693b7b49",
      "bseeds": "8097280..8097791",
      "bref": "+0.793",
      "esseed": "20261611",
      "pop": "16",
      "sigma": "0.3",
      "half": "45",
      "train": "180000000",
      "real": "8188416"
     }
    },
    {
     "key": "q12-k01-s04-h45-p16",
     "vars": {
      "start": "12606d82ec57ee9fe351945ec520b1ab8d79c8a472ff46b3bce6c5c0693b7b49",
      "bseeds": "8097280..8097791",
      "bref": "+0.793",
      "esseed": "20261612",
      "pop": "16",
      "sigma": "0.4",
      "half": "45",
      "train": "188000000",
      "real": "8189440"
     }
    },
    {
     "key": "q13-k01-s02-h45-p16",
     "vars": {
      "start": "12606d82ec57ee9fe351945ec520b1ab8d79c8a472ff46b3bce6c5c0693b7b49",
      "bseeds": "8097280..8097791",
      "bref": "+0.793",
      "esseed": "20261613",
      "pop": "16",
      "sigma": "0.2",
      "half": "45",
      "train": "196000000",
      "real": "8190464"
     }
    },
    {
     "key": "q14-k01-s03-h60-p24",
     "vars": {
      "start": "12606d82ec57ee9fe351945ec520b1ab8d79c8a472ff46b3bce6c5c0693b7b49",
      "bseeds": "8097280..8097791",
      "bref": "+0.793",
      "esseed": "20261614",
      "pop": "24",
      "sigma": "0.3",
      "half": "60",
      "train": "204000000",
      "real": "8191488"
     }
    },
    {
     "key": "q15-k01-s05-h30-p16",
     "vars": {
      "start": "12606d82ec57ee9fe351945ec520b1ab8d79c8a472ff46b3bce6c5c0693b7b49",
      "bseeds": "8097280..8097791",
      "bref": "+0.793",
      "esseed": "20261615",
      "pop": "16",
      "sigma": "0.5",
      "half": "30",
      "train": "212000000",
      "real": "8192512"
     }
    }
   ],
   "output": {
    "format": "json",
    "maxBytes": 64000
   }
  },
  {
   "name": "t6-d",
   "brief": "One relay leg; the next starts from your result. Follow the goal's objective and: 'This overrides the objective's 300 markets/s rule: search at any replica speed of at least 100 markets/s, with 256-market blocks below 300 markets/s, for the full time; only below 100 markets/s skip the search and do confirmations or kit work.' 'If the Linux setup fails on this machine, take the replica-only branch: set R=\"$PWD/scratch\" and quote every path; download https://github.com/astral-sh/uv/releases/latest/download/uv-aarch64-apple-darwin.tar.gz, extract it under \"$R\" and use that uv; run uv venv --python 3.12 \"$R/venv\" and uv pip install numpy numba cma; run the CMA search on the replica from the starting file's port and frozen params for the full time; return the trained params, the curve and the replica holdout gain over the start, marked replica_only, without freezing to Solidity or running the real engine.' 'Run gate A on callback sequences recorded from replica market runs (at least 50 markets of 2,000 callbacks); report any synthetic stress sequences separately and do not block on them.'\nFILES (check sha256s). START = https://api.imd.fun/artifacts/{{start}}: `code_zb64`, `params` (W1, b1, W2, b2, 41 `constants`, `scaling`), `port_zb64` (layout: its notes). IB: the goal's IB file, its own port.\n1. SETUP; fetch the files.\n2. Gate A: record the first 2,000 afterSwap callbacks of 50 replica markets (START's port, seeds 9200000..9200049); replay them in the EVM on START's Solidity and in the port, < 0.01 bps. Gate B: START minus IB on replica seeds {{bseeds}} within 0.15 of the real {{bref}}. S = replica markets/s (warmed pool). A failed gate: no search, blocked={step,error}. S < 100: only step 6, IB and START, {{real}}..+1023.\n3. CMA-ES over 219 z, z = 0 at START: weight = start + 0.05 rms(its block) z; constant = start 2^(0.03 z), integers rounded. ES seed {{esseed}}, population {{pop}}, sigma0 {{sigma}} capped at sigma0 x 0.5^(minutes/{{half}}). Each generation scores the same M fresh markets (512 if S >= 300, else 256) from seed {{train}} up, never reused. Every 5 minutes score the ES mean vs START on 30000000..30002047; keep the best. Stop 30 minutes before your time ends (45 if S < 300).\n4. Freeze the best point into START's Solidity, only its literals (weights 1e-6, constants WAD). Gate C: as A on the frozen file, seeds 9200100..9200149, < 0.1 bps.\n5. Holdout, once: frozen, START, IB on 41090000..41098191.\n6. REAL ENGINE: IB and frozen, each alone, seeds {{real}}..+511 (+255 if S < 300), 64-seed commands; START if time remains.\nRESULT, one JSON object, START's keys: blocked; gates; speed; search{generations,minutes,M,curve}; params; code_zb64, code_sha256; port_zb64, port_sha256; holdout and real: frozen_vs_start, frozen_vs_IB, start_vs_IB (n, mean_diff, se; real also sum, sumsq, worst5, quartiles); gas{afterSwap_peak, oog}; valid (false on OOG, revert or peak > 245,000). If nothing beat START, say so.",
   "items": [
    {
     "key": "q16-k07-s03-h45-p16",
     "vars": {
      "start": "9212fa7fbc3dae90d9d0eda9cb22972790431d4128339db1cc55754ddbfc73c3",
      "bseeds": "8103424..8103935",
      "bref": "+0.836",
      "esseed": "20261616",
      "pop": "16",
      "sigma": "0.3",
      "half": "45",
      "train": "220000000",
      "real": "8193536"
     }
    },
    {
     "key": "q17-k07-s02-h45-p16",
     "vars": {
      "start": "9212fa7fbc3dae90d9d0eda9cb22972790431d4128339db1cc55754ddbfc73c3",
      "bseeds": "8103424..8103935",
      "bref": "+0.836",
      "esseed": "20261617",
      "pop": "16",
      "sigma": "0.2",
      "half": "45",
      "train": "228000000",
      "real": "8194560"
     }
    },
    {
     "key": "q18-k07-s04-h60-p16",
     "vars": {
      "start": "9212fa7fbc3dae90d9d0eda9cb22972790431d4128339db1cc55754ddbfc73c3",
      "bseeds": "8103424..8103935",
      "bref": "+0.836",
      "esseed": "20261618",
      "pop": "16",
      "sigma": "0.4",
      "half": "60",
      "train": "236000000",
      "real": "8195584"
     }
    },
    {
     "key": "q19-k06-s03-h45-p16",
     "vars": {
      "start": "e7b20742e25c7b6cead3f9ee3d69a750a0524e1e92e3ce2a3354db6e23c80ad9",
      "bseeds": "8102400..8102911",
      "bref": "+0.792",
      "esseed": "20261619",
      "pop": "16",
      "sigma": "0.3",
      "half": "45",
      "train": "244000000",
      "real": "8196608"
     }
    },
    {
     "key": "q20-k06-s02-h45-p16",
     "vars": {
      "start": "e7b20742e25c7b6cead3f9ee3d69a750a0524e1e92e3ce2a3354db6e23c80ad9",
      "bseeds": "8102400..8102911",
      "bref": "+0.792",
      "esseed": "20261620",
      "pop": "16",
      "sigma": "0.2",
      "half": "45",
      "train": "252000000",
      "real": "8197632"
     }
    }
   ],
   "output": {
    "format": "json",
    "maxBytes": 64000
   }
  },
  {
   "name": "t6-e",
   "brief": "One relay leg; the next starts from your result. Follow the goal's objective and: 'This overrides the objective's 300 markets/s rule: search at any replica speed of at least 100 markets/s, with 256-market blocks below 300 markets/s, for the full time; only below 100 markets/s skip the search and do confirmations or kit work.' 'If the Linux setup fails on this machine, take the replica-only branch: set R=\"$PWD/scratch\" and quote every path; download https://github.com/astral-sh/uv/releases/latest/download/uv-aarch64-apple-darwin.tar.gz, extract it under \"$R\" and use that uv; run uv venv --python 3.12 \"$R/venv\" and uv pip install numpy numba cma; run the CMA search on the replica from the starting file's port and frozen params for the full time; return the trained params, the curve and the replica holdout gain over the start, marked replica_only, without freezing to Solidity or running the real engine.' 'Run gate A on callback sequences recorded from replica market runs (at least 50 markets of 2,000 callbacks); report any synthetic stress sequences separately and do not block on them.'\nFILES (check sha256s). START = https://api.imd.fun/artifacts/{{start}}: `code_zb64`, `params` (W1, b1, W2, b2, 41 `constants`, `scaling`), `port_zb64` (layout: its notes). IB: the goal's IB file, its own port.\n1. SETUP; fetch the files.\n2. Gate A: record the first 2,000 afterSwap callbacks of 50 replica markets (START's port, seeds 9200000..9200049); replay them in the EVM on START's Solidity and in the port, < 0.01 bps. Gate B: START minus IB on replica seeds {{bseeds}} within 0.15 of the real {{bref}}. S = replica markets/s (warmed pool). A failed gate: no search, blocked={step,error}. S < 100: only step 6, IB and START, {{real}}..+1023.\n3. CMA-ES over 219 z, z = 0 at START: weight = start + 0.05 rms(its block) z; constant = start 2^(0.03 z), integers rounded. ES seed {{esseed}}, population {{pop}}, sigma0 {{sigma}} capped at sigma0 x 0.5^(minutes/{{half}}). Each generation scores the same M fresh markets (512 if S >= 300, else 256) from seed {{train}} up, never reused. Every 5 minutes score the ES mean vs START on 30000000..30002047; keep the best. Stop 30 minutes before your time ends (45 if S < 300).\n4. Freeze the best point into START's Solidity, only its literals (weights 1e-6, constants WAD). Gate C: as A on the frozen file, seeds 9200100..9200149, < 0.1 bps.\n5. Holdout, once: frozen, START, IB on 41090000..41098191.\n6. REAL ENGINE: IB and frozen, each alone, seeds {{real}}..+511 (+255 if S < 300), 64-seed commands; START if time remains.\nRESULT, one JSON object, START's keys: blocked; gates; speed; search{generations,minutes,M,curve}; params; code_zb64, code_sha256; port_zb64, port_sha256; holdout and real: frozen_vs_start, frozen_vs_IB, start_vs_IB (n, mean_diff, se; real also sum, sumsq, worst5, quartiles); gas{afterSwap_peak, oog}; valid (false on OOG, revert or peak > 245,000). If nothing beat START, say so.",
   "items": [
    {
     "key": "q21-k06-s04-h45-p16",
     "vars": {
      "start": "e7b20742e25c7b6cead3f9ee3d69a750a0524e1e92e3ce2a3354db6e23c80ad9",
      "bseeds": "8102400..8102911",
      "bref": "+0.792",
      "esseed": "20261621",
      "pop": "16",
      "sigma": "0.4",
      "half": "45",
      "train": "260000000",
      "real": "8198656"
     }
    },
    {
     "key": "q22-k06-s03-h60-p16",
     "vars": {
      "start": "e7b20742e25c7b6cead3f9ee3d69a750a0524e1e92e3ce2a3354db6e23c80ad9",
      "bseeds": "8102400..8102911",
      "bref": "+0.792",
      "esseed": "20261622",
      "pop": "16",
      "sigma": "0.3",
      "half": "60",
      "train": "268000000",
      "real": "8199680"
     }
    }
   ],
   "output": {
    "format": "json",
    "maxBytes": 64000
   }
  }
 ],
 "read": [
  "confirm-k01/k01-c1",
  "confirm-k01/k01-c2",
  "confirm-k01/k01-c3",
  "confirm-k01/k01-c4",
  "confirm-k01/k01-c5",
  "confirm-k01/k01-c6",
  "confirm-k01/k07-c1",
  "confirm-k01/k07-c2",
  "t6-a/q01-k01-s03-h45-p16",
  "t6-a/q02-k01-s02-h45-p16",
  "t6-a/q03-k01-s04-h45-p16",
  "t6-a/q04-k01-s03-h30-p16",
  "t6-a/q05-k01-s03-h60-p16",
  "t6-b/q06-k01-s02-h60-p16",
  "t6-b/q07-k01-s05-h45-p16",
  "t6-b/q08-k01-s03-h45-p24",
  "t6-b/q09-k01-s04-h60-p16",
  "t6-b/q10-k01-s02-h30-p16",
  "t6-c/q11-k01-s03-h45-p16",
  "t6-c/q12-k01-s04-h45-p16",
  "t6-c/q13-k01-s02-h45-p16",
  "t6-c/q14-k01-s03-h60-p24",
  "t6-c/q15-k01-s05-h30-p16",
  "t6-d/q16-k07-s03-h45-p16",
  "t6-d/q17-k07-s02-h45-p16",
  "t6-d/q18-k07-s04-h60-p16",
  "t6-d/q19-k06-s03-h45-p16",
  "t6-d/q20-k06-s02-h45-p16",
  "t6-e/q21-k06-s04-h45-p16",
  "t6-e/q22-k06-s03-h60-p16"
 ],
 "cancel": [],
 "wake": {
  "batches": [
   "confirm-k01",
   "t6-a",
   "t6-b",
   "t6-c",
   "t6-d",
   "t6-e"
  ],
  "afterMinutes": 150
 },
 "finish": false
}