# r7-t03-joint: merge 1

j002 is the selected policy under the requested highest-valid-search-holdout rule. Its reported holdout over T is +2.661187927824997 (SE 0.013621024005457819); over T3 is +0.12809162146230213 (SE 0.005058444194093168). Its two real candidate-minus-T3 blocks are +0.09977518363328142 and +0.13130668170728926. This is a selection by point estimate, not evidence that j002 beats j003: their holdout means are very close and no paired candidate-versus-candidate test was supplied. Sources: [j002][j002], [j003][j003].

Three items searched (j002, j003, j008); seven selected real-only mode after reported throughput below 500 markets/s. No result establishes a top-10 leaderboard placement. All numerical performance and gas measurements below are worker-reported, not rerun by this merge. Integrity checks establish the supplied bytes, not experimental truth.

The JSON sections use strings for all numbers, booleans for flags, and null for absent measurements. `rows.real` contains candidate-minus-T3 blocks only; unchanged-T3 comparisons belong in `real_only`. `valid` preserves each worker's reported flag. It does not erase the protocol and completeness qualifications below. Peak gas in search rows is the candidate maximum; in real-only rows it is the maximum of the two arms. `over_base` means over T3. Curves use [minutes, monitor_gain_over_T, sigma]. All nested fields inherit their item's cited source.

Every one of the ten input result SHA-256 values matched the request's pin. Every embedded code_zb64 decoded successfully and its Solidity SHA-256 matched code_sha256. All reported block means and SEs were checked from n, sum and sumsq (sample variance, ddof=1). j007's supplied paired-difference binary also matched its SHA-256 and reproduced its sum and sumsq. No training, engine run, setup, downloaded code execution, or leaderboard query was performed for this merge.

## rows

```json
[{"key":"j001","mode":"real-only","result_sha256":"95aa7688a69c7ddf0d82d6be1f0733748060cdf7d065ee715f1787ca37d287a5","markets_per_s":"376.72633601157537","generations":"0","search_minutes":"0","holdout":{"over_T":null,"over_base":null},"real":[],"afterSwap_peak":"237789","OOG":"0","valid":true,"last_curve_point":null,"code_sha256":"cb6d945511e1e10af78baa64c2a6cb25806f0998403ce6440654bfc3c70092d9"},{"key":"j002","mode":"search","result_sha256":"98378d487397cacff809d943a1b463b5a24ffc5e86cdedf8f73eae82581655e8","markets_per_s":"1510.3839367684147","generations":"634","search_minutes":"55.094471244266664","holdout":{"over_T":{"mean":"2.661187927824997","se":"0.013621024005457819","n":"8192"},"over_base":{"mean":"0.12809162146230213","se":"0.005058444194093168","n":"8192"}},"real":[{"seeds":["8704000","8705023"],"n":"1024","mean_diff":"0.09977518363328142","se":"0.013348523757600515","sum":"102.16978804048017","sumsq":"196.85005800032928","wins":"616","worst5":[["8704886","-1.9475909733033632"],["8704085","-1.2172596604658565"],["8704713","-1.1398256015388597"],["8704118","-1.0496213123738016"],["8704223","-1.030066815320879"]],"retail_delta":null,"arb_delta":null,"retail_volume_y_delta":"-191.90433419281032","arb_volume_y_delta":"-116.94984932315695","pnl_delta":"0.11475911242641956"},{"seeds":["8706000","8707023"],"n":"1024","mean_diff":"0.13130668170728926","se":"0.01507168112300746","sum":"134.4580420682642","sumsq":"255.61251296019665","wins":"641","worst5":[["8706518","-4.607443081542272"],["8706487","-2.8477999040529767"],["8706155","-2.219251023112406"],["8706956","-1.6033022656692992"],["8706505","-1.6010249384490862"]],"retail_delta":null,"arb_delta":null,"retail_volume_y_delta":"-185.20076235492832","arb_volume_y_delta":"-110.56719009707236","pnl_delta":"0.11630717299186344"}],"afterSwap_peak":"238228","OOG":"0","valid":true,"last_curve_point":["55.06110361421664","2.711710557456891","0.3213878253167789"],"code_sha256":"5758f1fbbdc71c8f56469d89d9ea183f282b83456c805382f6ab7a2f63c89d8c"},{"key":"j003","mode":"search","result_sha256":"b8d6294ef034239e807f591ee9bc4038092bc6ad4c5e6a8f20dd4957668f98c9","markets_per_s":"1429.8973111798089","generations":"708","search_minutes":"56.00174429653368","holdout":{"over_T":{"mean":"2.6609045115671237","se":"0.013979521862778801","n":"8192"},"over_base":{"mean":"0.127808205204429","se":"0.005198235526106936","n":"8192"}},"real":[{"comparison":"candidate minus T3","seeds":["8708000","8709023"],"n":"1024","mean_diff":"0.15194192934876266","se":"0.015571034749698908","sum":"155.58853565313296","sumsq":"277.6268665892975","wins":"655","worst5":[{"seed":"8708758","diff":"-1.6167714165047755"},{"seed":"8708380","diff":"-1.2702709330328616"},{"seed":"8708841","diff":"-1.0504470243530477"},{"seed":"8708702","diff":"-1.0498607301847187"},{"seed":"8708513","diff":"-1.000850290529911"}],"candidate_mean":"530.2985060810761","T3_mean":"530.1465641517273","retail_delta":null,"arb_delta":null,"retail_edge_delta":null,"arb_edge_delta":null,"retail_volume_y_delta":"-62.582537904505415","arb_volume_y_delta":"2.6820153722261324","pnl_delta":"0.15495944315937038"},{"comparison":"candidate minus T3","seeds":["8710000","8711023"],"n":"1024","mean_diff":"0.14804815060852383","se":"0.014164199335487463","sum":"151.6013062231284","sumsq":"232.60893409155318","wins":"667","worst5":[{"seed":"8710412","diff":"-2.566773142816828"},{"seed":"8710537","diff":"-1.8203910416258964"},{"seed":"8710865","diff":"-1.5004446963730516"},{"seed":"8710509","diff":"-1.4544690735499444"},{"seed":"8710394","diff":"-1.2999511450980208"}],"candidate_mean":"531.0406616520819","T3_mean":"530.8926135014733","retail_delta":null,"arb_delta":null,"retail_edge_delta":null,"arb_edge_delta":null,"retail_volume_y_delta":"-64.75981395117596","arb_volume_y_delta":"1.6261396881393146","pnl_delta":"0.1358539511340915"}],"afterSwap_peak":"237620","OOG":"0","valid":true,"last_curve_point":["56.00174429653368","2.694345615085421","0.1673713158580196"],"code_sha256":"9386b3d1b0e09fc376db314a9105a8facdf8646b5c19723702635fbb8408266d"},{"key":"j004","mode":"real-only","result_sha256":"0eb48140f4fcf07ca4e32d384b19e6264afc81d64877b3a5737168516e8dc98e","markets_per_s":"120.80654087314402","generations":"0","search_minutes":"0","holdout":{"over_T":null,"over_base":null},"real":[],"afterSwap_peak":"237611","OOG":"0","valid":true,"last_curve_point":null,"code_sha256":"cb6d945511e1e10af78baa64c2a6cb25806f0998403ce6440654bfc3c70092d9"},{"key":"j005","mode":"real-only","result_sha256":"c14f3407348eeb3260109317b535bcff1fdabd2a979d50471aa51b64e1848b05","markets_per_s":"99.72146039801656","generations":"0","search_minutes":"0","holdout":{"over_T":null,"over_base":null},"real":[],"afterSwap_peak":"237576","OOG":"0","valid":false,"last_curve_point":null,"code_sha256":"cb6d945511e1e10af78baa64c2a6cb25806f0998403ce6440654bfc3c70092d9"},{"key":"j006","mode":"real-only","result_sha256":"a3cd31c457c2daece3d2929b0a510f1336ebceed8d600eec55469b6c3a64e221","markets_per_s":"369.9756234593763","generations":"0","search_minutes":"0","holdout":{"over_T":null,"over_base":null},"real":[],"afterSwap_peak":"237701","OOG":"0","valid":true,"last_curve_point":null,"code_sha256":"cb6d945511e1e10af78baa64c2a6cb25806f0998403ce6440654bfc3c70092d9"},{"key":"j007","mode":"real-only","result_sha256":"a4f982927f59f85e223a5d6b1025251ff3fa036e69c1413dc90346164c582115","markets_per_s":"226.21332725255846","generations":"0","search_minutes":"0","holdout":{"over_T":null,"over_base":null},"real":[],"afterSwap_peak":"237694","OOG":"0","valid":true,"last_curve_point":null,"code_sha256":"cb6d945511e1e10af78baa64c2a6cb25806f0998403ce6440654bfc3c70092d9"},{"key":"j008","mode":"search","result_sha256":"6a5111c7264cec77eb522d341e255a2ff75fff9223f72a1d934c4dcf9b1657c0","markets_per_s":"2601.39","generations":"1581","search_minutes":"48.48","holdout":{"over_T":{"mean":"2.6552981202581853","se":"0.013812575327513585","n":"8192"},"over_base":{"mean":"0.12220181389549067","se":"0.00539708690596292","n":"8192"}},"real":[{"seeds":["8728000","8729023"],"n":"1024","mean_diff":"0.14366070182899537","se":"0.016104754519997037","sum":"147.10855867289126","sumsq":"292.8300719276031","wins":"622","ties":"0","median":"0.11522213896870426","worst5":[["8728989","-1.8528621194207062"],["8728961","-1.5340593730404635"],["8728778","-1.1971843349502933"],["8728109","-1.1936608068339183"],["8728433","-1.124509752847871"]],"best5":[["8728886","3.932617940935188"],["8728967","3.374294370038456"],["8728372","2.677471618382583"],["8728804","2.532919203246138"],["8729002","2.1650397486977226"]],"retail_delta":null,"arb_delta":null,"pnl_delta":"0.1410765860615939","retail_volume_y_delta":"17.12505849593122","arb_volume_y_delta":"37.77950544392357","means":{"candidate_edge":"530.3135604447219","T3_edge":"530.169899742893"}},{"seeds":["8730000","8731023"],"n":"1024","mean_diff":"0.1456780978790791","se":"0.015510616631913937","sum":"149.174372228177","sumsq":"273.7506905649383","wins":"637","ties":"0","median":"0.1521011020250853","worst5":[["8730283","-2.229283164652543"],["8730538","-1.6248228700520713"],["8730636","-1.447222417138164"],["8731007","-1.3717713834714687"],["8730532","-1.2326918499702515"]],"best5":[["8730832","2.655739893221835"],["8730358","2.1876521803775404"],["8730632","2.167948767762198"],["8730572","2.0170404502094925"],["8730266","1.7092224394818913"]],"retail_delta":null,"arb_delta":null,"pnl_delta":"0.12658950004270864","retail_volume_y_delta":"17.467371330592265","arb_volume_y_delta":"39.09229357964225","means":{"candidate_edge":"526.7223120976203","T3_edge":"526.5766339997411"}}],"afterSwap_peak":"238108","OOG":"0","valid":true,"last_curve_point":["45.13","2.706","0.13"],"code_sha256":"1d97c3cabc56293ad49459c3513a5739dacce604de2270952517c5aabfb365ff"},{"key":"j009","mode":"real-only","result_sha256":"154c40cc565fb1794afc678eb0868c79c1b65747bca931dd970f9600fa1ebba5","markets_per_s":"26.542080319950003","generations":"0","search_minutes":"0","holdout":{"over_T":null,"over_base":null},"real":[],"afterSwap_peak":"237588","OOG":"0","valid":true,"last_curve_point":null,"code_sha256":"cb6d945511e1e10af78baa64c2a6cb25806f0998403ce6440654bfc3c70092d9"},{"key":"j010","mode":"real-only","result_sha256":"5a3be0a9f9ec7ee60245468e5ecdc0d0769f37f6eae3027d7bcc962aaa8ec803","markets_per_s":"244.2836722531429","generations":"0","search_minutes":"0","holdout":{"over_T":null,"over_base":null},"real":[],"afterSwap_peak":"238076","OOG":"0","valid":true,"last_curve_point":null,"code_sha256":"cb6d945511e1e10af78baa64c2a6cb25806f0998403ce6440654bfc3c70092d9"}]
```

## best

The complete selected code payload and params follow, copied from [j002][j002]; numeric JSON values are losslessly represented as strings. No constants, weights, or scaling entries were omitted.

```json
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","code_sha256":"5758f1fbbdc71c8f56469d89d9ea183f282b83456c805382f6ab7a2f63c89d8c","params":{"W1":[["-0.233241","0.706891","-0.732487","2.944105","-2.197361","0.554848","-1.382403","1.875335","-5.352912","-1.769034","-0.783708","-0.68776","0.732801","-2.509362","-0.281928","-0.55664","-1.612533","0.097201","1.222627"],["0.953589","0.877259","2.022412","2.696701","0.082401","-0.523748","-0.512389","0.125901","-0.383675","0.209275","-0.15263","-1.863749","0.12923","-0.066758","-0.082136","1.181982","0.38922","0.029284","1.349169"],["0.887877","3.661807","-1.161742","0.608063","0.995158","2.321636","-1.439682","0.612647","1.069379","-0.408675","0.346809","-0.15108","-0.119117","0.226927","0.151735","1.121656","-2.756786","-0.356243","-2.772582"],["0.290399","-1.061592","0.876635","-0.346029","-1.689635","-0.70639","0.669376","-0.096741","0.918403","0.053912","-0.020304","-1.460612","-0.235881","0.569801","0.31084","-1.437143","1.020027","-0.463394","-0.892639"],["1.186221","0.361332","4.926844","0.171769","-2.440451","-1.354133","-1.278515","-0.643257","-0.431982","0.339041","-0.050486","-2.502511","-0.392531","-1.187873","0.105173","-0.640024","2.536864","0.130767","0.143328"],["1.295773","-1.887004","0.597429","-1.289889","3.533526","1.377102","3.681928","0.727088","-0.743412","0.079133","0.060711","3.647618","0.57028","-1.253771","0.229474","0.193012","-1.760577","-0.316245","-1.596017"],["-0.973786","1.097694","0.452944","-0.487564","2.415669","0.560079","-1.385657","2.021633","1.219415","-1.295435","1.332543","1.51658","0.980229","-1.191701","-1.228981","-1.647728","0.354191","-1.291801","2.465355"],["-2.285589","-2.665717","3.169917","3.708779","-0.33576","-0.55269","-1.997342","2.553502","0.499441","-1.0091","2.289675","-2.107143","1.265375","0.309548","0.507156","1.240118","-0.54496","-1.351701","0.933693"]],"b1":["2.101246","-1.829575","-4.014512","-0.569082","-0.979226","-2.370961","-0.521463","0.108888"],"W2":[["0.265639","-2.200326","1.091901","-0.849076","-2.840203","-0.655243","-1.014871","0.919206"],["0.397914","-1.413858","-1.680049","3.781254","0.080053","-1.9983","0.822858","-0.347046"]],"b2":["1.694047","3.116086"],"constants":{"ELAPSED_CAP":"7","SIGNAL_THRESHOLD":"0.001138572664783762","DIR_DECAY":"0.7229017739203878","ACT_DECAY":"0.345781004495764","SIZE_DECAY":"0.5273279373873283","TOX_DECAY":"0.9326574990995246","SIGMA_DECAY":"0.7314873739727132","LAMBDA_DECAY":"0.992839034346448","SIZE_BLEND_DECAY":"0.8235631686161502","TOX_BLEND_DECAY":"0.2831711600948861","ACT_BLEND_DECAY":"0.987578348235662","PHAT_ALPHA":"0.24794872542455668","PHAT_ALPHA_RETAIL":"0.05285359106013282","PHAT_ALPHA_SAME":"0.12863326754111234","DIR_IMPACT_MULT":"4","GATE_SIGMA_MULT":"6.577962769652727","MIN_GATE":"0.03041169019465404","TRADE_TOX_BOOST":"0.27621744812943705","STALE_ATTRACT_FRAC":"0.6749406966823963","RET_CAP":"0.02306233205141004","TOX_CAP":"0.23711635531441913","TRADE_RATIO_CAP":"0.1816873826187493","LAMBDA_CAP":"1.0633487676820375","STEP_COUNT_CAP":"65","BASE_FEE":"0.000428917868211298","SIGMA_COEF":"0.21068829134064632","LAMBDA_COEF":"0.001205160074128072","FLOW_SIZE_COEF":"0.43171546178699854","TOX_COEF":"0.030208481690580016","TOX_QUAD_COEF":"1.548875379061761","ACT_COEF":"9.003736955966723","DIR_COEF":"0.001659311531232927","DIR_TOX_COEF":"0.007901007461075124","STALE_DIR_COEF":"0.7526775372314278","SIGMA_TOX_COEF":"0.0721283449814969","TAIL_KNEE":"0.052359418931077435","TAIL_SLOPE_PROTECT":"0.8361390708117851","TAIL_SLOPE_ATTRACT":"0.8662422300009468","ANCHOR_COUNT_CAP":"693","ANCHOR_LINEAR_K":"0.6385983566672319","ANCHOR_QUADRATIC_K":"1.138562441042814"},"scaling":{"feature_order":["sigmaHat","lambdaHat","sizeHat","toxEma","actEma","direction","(spot-staleHat)/staleHat","signed_trade_ratio","arb_probability","first_in_step","uncertainty","min(silent,8)/8","anchor_mean","raw_size","step_trade_count","prev_bid_fee","prev_ask_fee","steps_since_arb_like_print","router_implied_vanilla_spot_dev"],"feature_multipliers":["1000.0","2.0","500.0","500.0","500.0","1.0","500.0","500.0","2.0","2.0","1000000.0","1.0","500.0","647.054817","1.395287","220.617911","228.148131","0.412565","274.335453"],"feature_offsets":["-1.0","-1.0","-1.0","-1.0","-1.0","-1.0","0.0","0.0","-1.0","-1.0","-1.0","0.0","-1.0","-0.618293","-2.037262","-0.803057","-0.808615","-0.823811","0.001772"],"weight_fixed_point_scale":"1000000","input_clip":["-4","4"],"hidden_relu_clip":["0","4"],"output_unit_fee":"0.0001","note":"unchanged from CG"}}}
```

## real_only

Each entry is sourced to its item result. Gas is summarized by arm; full raw counters remain in the cited input. Subset decomposition and recovery statistics are retained with their original coverage.

```json
[{"key":"j001","comparison":"T3 minus HA","source":"https://api.imdnotdead.fun/artifacts/95aa7688a69c7ddf0d82d6be1f0733748060cdf7d065ee715f1787ca37d287a5","blocks":[{"seeds":["8700000","8701023"],"n":"1024","mean_diff":"1.45048348111568","se":"0.028873752433627383","sum":"1485.2950846624562","sumsq":"3027.7333615806747","wins":"992","median":"1.3887812957279664","worst5":[["8700653","-3.164899812189219"],["8700681","-1.237149710974336"],["8700736","-1.2165117372903183"],["8700290","-1.08709928418574"],["8700435","-0.8983964846787558"]],"best5":[["8700658","8.861467325612693"],["8700388","6.132774402848554"],["8700832","6.092942053079355"],["8700074","5.525133148320037"],["8700661","5.313584767335101"]],"means":{"T3_edge":"526.7690646701093","HA_edge":"525.3185811889937"},"pnl_delta":"1.4734096508461292","pair":"T3 minus HA","retail_delta":null,"arb_delta":null,"retail_volume_y_delta":"916.8757147832238","arb_volume_y_delta":"433.20611508268996","retail_arb_note":"amm_sim_rs run_batch results expose edges, pnl, retail_volume_y and arb_volume_y per strategy but no retail/arb split of edge, so retail and arb edge deltas are null; per-market mean volume deltas (Y units) are given instead.","protocol":"each strategy alone vs the 30 bps VanillaStrategy: amm_sim_rs.run_batch(X, VanillaStrategy, configs, 8) in chunks of 64; configs = MatchRunner._build_configs body (BASELINE_VARIANCE, build_base_config) with rng seed = config seed = market seed; seeds used once per arm; 2 segments per arm (<8 min each)"}],"gas":{"T3":{"afterSwap_peak":"237789","OOG":"0"},"HA":{"afterSwap_peak":"233826","OOG":"0"}},"reported_valid":true,"complete_requested_block":true,"strict_no_replay":true},{"key":"j004","comparison":"T3 minus HA","source":"https://api.imdnotdead.fun/artifacts/0eb48140f4fcf07ca4e32d384b19e6264afc81d64877b3a5737168516e8dc98e","blocks":[{"n":"1024","mean_diff":"1.4362048955996398","se":"0.027602045062884637","sum":"1470.6738130940312","sumsq":"2910.290401593259","wins":"991","seeds":["8712000","8713023"],"comparison":"T3 minus HA, each alone against 30 bps VanillaStrategy","worst5":[{"seed":"8712338","diff":"-0.9266389896192209"},{"seed":"8712966","diff":"-0.7174359738918383"},{"seed":"8712968","diff":"-0.6463630940974099"},{"seed":"8712400","diff":"-0.635567977528126"},{"seed":"8712977","diff":"-0.6285049690910682"}],"mean_edges":{"T3":"531.0385295510016","HA":"529.6023246554018"},"retail_delta":{"edge":null,"volume_y":{"n":"1024","mean_diff":"939.3058849407918","se":"14.921230440242471","sum":"961849.2261793708","sumsq":"1136700881.9668903","wins":"1023"}},"arb_delta":{"edge":null,"volume_y":{"n":"1024","mean_diff":"446.5641673542624","se":"7.097121332501916","sum":"457281.7073707647","sumsq":"256969909.03382972","wins":"1011"}},"pnl_delta":{"n":"1024","mean_diff":"1.4184640434071945","se":"0.03382835025972468","sum":"1452.5071804489671","sumsq":"3259.1029669923614","wins":"954"},"engine":"amm_sim_rs.run_batch(submission_bytecode, VanillaStrategy_bytecode, configs, 8)","n_steps":"10000","batch_size":"64"}],"gas":{"t3":{"afterSwap_peak":"237611","OOG":"0"},"ha":{"afterSwap_peak":"233671","OOG":"0"}},"reported_valid":true,"complete_requested_block":true,"strict_no_replay":false},{"key":"j005","comparison":"T3 minus HA","source":"https://api.imdnotdead.fun/artifacts/c14f3407348eeb3260109317b535bcff1fdabd2a979d50471aa51b64e1848b05","blocks":[{"seeds":["8716000","8717023"],"n":"1024","comparison":"T3 minus HA; each alone against VanillaStrategy (30 bps)","mean_diff":"1.4797368158721356","se":"0.029505186507147115","sum":"1515.2504994530668","sumsq":"3154.1246605085066","wins":"990","ties":"0","worst5":[{"seed":"8716894","diff":"-1.7956336267793631"},{"seed":"8716592","diff":"-1.6569382496743401"},{"seed":"8716607","diff":"-1.3879561257511455"},{"seed":"8716512","diff":"-0.9075474138575146"},{"seed":"8716395","diff":"-0.6017937712757657"}],"arm_means":{"T3":{"n":"1024","mean":"528.3210288586097","se":"2.7998539160547358"},"HA":{"n":"1024","mean":"526.8412920427375","se":"2.793503505472967"}},"retail_delta":{"n":"1016","mean":"0.8116174665395955","se":"0.030524162874076655"},"arb_delta":{"n":"1016","mean":"0.6672241848415338","se":"0.015548288318799331"},"decomposition_seeds":["8716008","8717023"],"decomposition_reconciliation_max_abs":"1.1368683772161603e-13","retail_volume_y_delta":{"n":"1024","mean":"913.2713791974068","se":"15.076707194686904"},"arb_volume_y_delta":{"n":"1024","mean":"443.891793344708","se":"7.217881237028291"},"unreplayed_subset":{"seeds":["8716128","8717023"],"n":"896","mean_diff":"1.4805939994995803","se":"0.032424159389675515","sum":"1326.6122235516239","sumsq":"2807.25353369028","wins":"864","worst5":[{"seed":"8716894","diff":"-1.7956336267793631"},{"seed":"8716592","diff":"-1.6569382496743401"},{"seed":"8716607","diff":"-1.3879561257511455"},{"seed":"8716512","diff":"-0.9075474138575146"},{"seed":"8716395","diff":"-0.6017937712757657"}],"retail_delta":{"n":"896","mean":"0.8158342516173912","se":"0.033404057350025655"},"arb_delta":{"n":"896","mean":"0.664759747882191","se":"0.016959493462792904"},"selection":"Excludes the entire initial 128-seed HA chunk, based only on timeout/recording history. No seeds in this subset were replayed; not a replacement for the requested 1,024-seed block."}}],"gas":{"T3":{"afterSwap_peak":"237576","OOG":"0"},"HA":{"afterSwap_peak":"233596","OOG":"0"}},"reported_valid":false,"complete_requested_block":true,"strict_no_replay":false},{"key":"j006","comparison":"T3 minus HA","source":"https://api.imdnotdead.fun/artifacts/a3cd31c457c2daece3d2929b0a510f1336ebceed8d600eec55469b6c3a64e221","blocks":[{"n":"1024","mean_diff":"1.407090372492083","se":"0.02816919616327196","sum":"1440.860541431893","sumsq":"2858.657292218324","wins":"969","ties":"0","worst5":[["8720100","-1.94595203519998"],["8720833","-1.0720627510090708"],["8720716","-0.9694908594067329"],["8720247","-0.7735850135920828"],["8720779","-0.6761578618180124"]],"seeds":["8720000","8721023"],"comparison":"T3 minus HA; each arm separately versus VanillaStrategy (30 bps)","means":{"t3":"525.9034865727872","ha":"524.4963962002951"},"retail_delta":null,"arb_delta":null,"pnl_delta":"1.3486674411785629","retail_volume_y_delta":"900.1047187238235","arb_volume_y_delta":"428.7122173079488","retail_arb_note":"The pinned wheel exposes total edges and retail/arb Y volumes, but not retail/arb edge components. Edge component deltas are unavailable (null); volume deltas are mean Y units per market.","engine_seconds_per_arm":{"t3":"1506.2259925673716","ha":"1348.729602630483"}}],"gas":{"t3":{"afterSwap_peak":"237701","OOG":"0"},"ha":{"afterSwap_peak":"233749","OOG":"0"}},"reported_valid":true,"complete_requested_block":true,"strict_no_replay":true},{"key":"j007","comparison":"T3 minus HA","source":"https://api.imdnotdead.fun/artifacts/a4f982927f59f85e223a5d6b1025251ff3fa036e69c1413dc90346164c582115","blocks":[{"seeds":["8724000","8725023"],"n":"1024","mean_diff":"1.428108981774716","se":"0.026646742758385772","sum":"1462.383597337309","sumsq":"2832.2562950642964","wins":"983","ties":"0","worst5":[{"seed":"8724475","diff":"-1.896307168624503"},{"seed":"8724791","diff":"-1.1886438181343237"},{"seed":"8724533","diff":"-1.0806226989393508"},{"seed":"8724600","diff":"-0.8033644288980781"},{"seed":"8724182","diff":"-0.7323540136410998"}],"means":{"t3":"537.0781374117356","ha":"535.6500284299609"},"retail_delta":null,"arb_delta":null,"retail_volume_y_delta":{"mean":"956.2763663887577","se":"14.629164437738826","n":"1024"},"arb_volume_y_delta":{"mean":"454.3332516209506","se":"6.948598393933857","n":"1024"},"edge_decomposition_subset":{"seeds":["8724008","8725023"],"n":"1016","retail_delta":{"mean":"0.7610572330761496","se":"0.028490296714781635","n":"1016"},"arb_delta":{"mean":"0.6638363452613036","se":"0.014909878909299708","n":"1016"},"paired_total":{"mean":"1.424893578337454","se":"0.026700671009482146","n":"1016"},"max_reconciliation_error":"1.7053025658242404e-13","method":"Supplied decomposition harness: constant-product reconstruction from previous post-step spot and fees, current fair price; retail = total - reconstructed arb. Correct per-arm initial fee supplied.","missing_seeds":["8724000","8724007"],"missing_reason":"First eight T3 markets saved total edge, volumes and gas but not step data. They were not rerun, preserving one evaluation per real seed per arm."},"paired_deltas_encoding":"1024 little-endian float64 T3-minus-HA edge differences, ascending seeds 8724000..8725023, zlib then base64","paired_deltas_sha256":"7b27f1476942b9a9d9abea164fca0c1f6e6cbadc39f962076626ffd0eb3f6d31"}],"gas":{"T3":{"afterSwap_peak":"237694","OOG":"0"},"HA":{"afterSwap_peak":"233725","OOG":"0"}},"reported_valid":true,"complete_requested_block":true,"strict_no_replay":true},{"key":"j009","comparison":"T3 minus HA","source":"https://api.imdnotdead.fun/artifacts/154c40cc565fb1794afc678eb0868c79c1b65747bca931dd970f9600fa1ebba5","blocks":[{"seeds":["8732000","8732375"],"planned_seeds":["8732000","8733023"],"n":"376","planned_n":"1024","T3_minus_HA":{"n":"376","mean_diff":"1.4081816527821103","se":"0.04737533056303693","sum":"529.4763014460734","sumsq":"1062.0623076592303","wins":"359","median":"1.323576028069965","worst5":[["8732310","-1.6267708247036126"],["8732144","-0.9143739920208418"],["8732236","-0.9133040488337656"],["8732155","-0.5473404264587884"],["8732106","-0.41540649539365404"]],"best5":[["8732220","4.764042853364799"],["8732022","4.4865469078773685"],["8732216","4.324114927206438"],["8732275","3.946970648327806"],["8732163","3.837038662766531"]]},"means":{"T3_edge":"534.1061672003958","HA_edge":"532.6979855476137","vanilla_edge_vs_T3":"352.87695502035245","vanilla_edge_vs_HA":"356.3754964064518"},"pnl_delta":"1.4521333809922152","retail_volume_y_delta":"937.2311377889855","arb_volume_y_delta":"450.9412324140645","retail_delta":null,"arb_delta":null,"retail_arb_note":"run_batch results expose edges, pnl, retail_volume_y and arb_volume_y per strategy, not the retail/arb split of edge; retail and arb edge deltas are null and volume deltas (Y units, mean per market) are given instead."}],"gas":{"T3":{"afterSwap_peak":"237588","oog":"0"},"HA":{"afterSwap_peak":"233608","oog":"0"}},"reported_valid":true,"complete_requested_block":false,"strict_no_replay":true},{"key":"j010","comparison":"T3 minus HA","source":"https://api.imdnotdead.fun/artifacts/5a3be0a9f9ec7ee60245468e5ecdc0d0769f37f6eae3027d7bcc962aaa8ec803","blocks":[{"se":"0.027478565453361074","n":"1024","mean_diff":"1.3912012819315906","seeds":["8736000","8737023"],"comparison":"T3 minus HA","worst5_mean":"-1.5778162898620849","sum":"1424.5901126979488","sumsq":"2772.868313178488","wins":"975","worst5":[{"seed":"8736519","diff":"-2.1910124956622212"},{"seed":"8736540","diff":"-1.8461524995632317"},{"seed":"8736607","diff":"-1.4813035273057267"},{"seed":"8736840","diff":"-1.2075687681501677"},{"seed":"8736217","diff":"-1.1630441586290772"}],"retail_edge_delta":null,"arb_edge_delta":null,"retail_volume_y_delta":{"mean":"906.5092349208146","se":"14.95949972064887","n":"1024"},"arb_volume_y_delta":{"mean":"438.1672035718286","se":"7.278221785874451","n":"1024"},"pnl_delta":{"mean":"1.383656422948139","se":"0.03387570599912748","n":"1024"},"mean_edge":{"T3":"525.4508547825105","HA":"524.0596535005789"}}],"gas":{"T3":{"afterSwap_peak":"238076","OOG":"0"},"HA":{"afterSwap_peak":"231418","OOG":"0"}},"reported_valid":true,"complete_requested_block":true,"strict_no_replay":true}]
```

## Failures, qualifications and source confidence

- j004 reports valid=true, but the first 64 markets per arm were replayed after serialization failed. Each seed appears once in final statistics; literal never-reused execution was not satisfied. Its real-only result is retained as qualified evidence, not a strictly clean protocol run. [j004][j004]
- j005 reports valid=false, execution_valid=true and protocol_valid=false: an initial HA chunk timed out and its seeds were replayed. Its 896-pair unreplayed subset is retained separately and cannot substitute for the requested full block. Component edge deltas cover 1016 pairs, not all 1024. [j005][j005]
- j009 reports valid=true for execution/gas, but completed only 376 of 1024 planned pairs; seeds 8732376 through 8733023 were not measured. It is incomplete, regardless of its reported valid flag. No new candidate or second block exists. [j009][j009]
- j008 corrected an initial T-baseline error after its first search segment. The worker says subtracting a common baseline left within-generation CMA rankings unchanged; earlier monitor values were shifted by the measured correction and subsequent monitors used the corrected baseline. This reasoning is reported, not independently reproduced. Its candidate and real results are retained, with that repair disclosed. [j008][j008]
- Every item reports gate B as CG-minus-T calibration (+1.920372244773669, SE 0.04445924198500627, versus +2.00). It is within the stated tolerance for that calibration, but it is not a new T3-minus-T real calibration. Thus their passed gate-B flags do not independently establish the broader starting-policy calibration requirement for T3. Gates A and search C report 50 sequences of 2000 callbacks with errors below their limits; detailed gate records follow. [j001][j001]–[j010][j010]
- Full real retail/arb edge decomposition is generally unavailable; null is preserved and volume deltas are not relabeled as edge. j005 and j007 supply explicitly scoped analytic decomposition subsets; their method provenance is subject to the source warnings below. All supplied search-block worst-five observations are retained. [j005][j005], [j007][j007], search rows.
- The requester flagged source rechecks for j001 (1), j002 (1), j003 (1), j005 (2), j006 (1), and j007 (3). The failing URLs/passages were not identified in the merge inputs. Therefore no specific source can be exonerated or attributed a specific failure. Their artifact provenance, calibration reference, historical performance, and analytic reconstruction provenance remain qualified. These flags do not themselves disprove the workers' local measurements. Selection of j002 is provisional on those worker measurements; hashing its result and code does not resolve the source warnings. The unflagged j008 provides a separate search result, not a revalidation of j002.
- Historical gain claims and leaderboard figures in the goal were not independently verified here. No estimate of a current rank or gain over HA is fabricated by adding measurements from different seed sets. No missing holdout, second real block, or retail/arb split was invented.

No item reports an OOG call. The supplied candidate afterSwap peaks satisfy 245000; that conclusion is limited to recorded calls, and does not certify missing or unsaved runs. Details and reported gate statuses below are preserved from each cited item.

## Gate and gas evidence

```json
[{"key":"j001","source":"https://api.imdnotdead.fun/artifacts/95aa7688a69c7ddf0d82d6be1f0733748060cdf7d065ee715f1787ca37d287a5","gates":{"A":{"sequences":"50","swap_callbacks":"100000","seeds":["310000","310049"],"max_fee_diff_bps":"5.7471258602809216e-05","worst_at":["310015","1920"],"threshold_bps":"0.01","passed":true,"what":"T3's port (CG port with T3's 178 weights and 41 constants; the 3 anchor literals read W[NW..NW+2]) vs T3's code (sha256 cb6d9455...) EVM fees via EVMStrategyExecutor.after_swap_fast, first 2,000 pool-0 callbacks recorded from replica markets of seeds 310000..310049 run with T3's port"},"B":{"n":"512","seeds":["7232768","7233279"],"mean_diff":"1.920372244773669","se":"0.04445924198500627","retail_delta":"4.78667942995755","arb_delta":"-2.866307185183879","target":"2.0","passed":true,"what":"replica CG minus T, required within 0.15 of +2.00"},"C":{"passed":null,"what":"not applicable: real-only mode, nothing frozen"}},"gas":{"T3":{"afterSwap_peak":"237789","OOG":"0"},"HA":{"afterSwap_peak":"233826","OOG":"0"}}},{"key":"j002","source":"https://api.imdnotdead.fun/artifacts/98378d487397cacff809d943a1b463b5a24ffc5e86cdedf8f73eae82581655e8","gates":{"A":{"sequences":"50","callbacks":"100000","max_fee_diff_bps":"5.7471258602809216e-05","passed":true,"seeds":["310000","310049"],"threshold_bps":"0.01"},"B":{"n":"512","seeds":["7232768","7233279"],"mean_diff":"1.920372244773669","se":"0.04445924198500627","retail_delta":"4.78667942995755","arb_delta":"-2.866307185183879","target":"2.0","passed":true},"C":{"sequences":"50","callbacks":"100000","max_fee_diff_bps":"6.21856549153782e-05","passed":true,"seeds":["310000","310049"],"threshold_bps":"0.1"}},"gas":{"block_1_candidate":{"afterSwap_peak":"237694","OOG":"0"},"block_1_T3":{"afterSwap_peak":"237689","OOG":"0"},"block_2_candidate":{"afterSwap_peak":"238228","OOG":"0"},"block_2_T3":{"afterSwap_peak":"238235","OOG":"0"}}},{"key":"j003","source":"https://api.imdnotdead.fun/artifacts/b8d6294ef034239e807f591ee9bc4038092bc6ad4c5e6a8f20dd4957668f98c9","gates":{"A":{"sequences":"50","callbacks_per_sequence":"2000","seeds":["310000","310049"],"max_error_bps":"5.7471258602809216e-05","passed":true},"B":{"seeds":["7232768","7233279"],"n":"512","mean_diff":"1.920372244773669","se":"0.04445924198500627","target":"2.0","passed":true},"C":{"sequences":"50","callbacks_per_sequence":"2000","seeds":["310000","310049"],"max_error_bps":"6.126742465141846e-05","passed":true}},"gas":[{"seeds":["8708000","8709023"],"arms":{"candidate":{"afterSwap_peak":"237620","OOG":"0","afterInitialize_peak":"243234"},"T3":{"afterSwap_peak":"235460","OOG":"0","afterInitialize_peak":"243234"}}},{"seeds":["8710000","8711023"],"arms":{"candidate":{"afterSwap_peak":"237584","OOG":"0","afterInitialize_peak":"243234"},"T3":{"afterSwap_peak":"237492","OOG":"0","afterInitialize_peak":"243234"}}}]},{"key":"j004","source":"https://api.imdnotdead.fun/artifacts/0eb48140f4fcf07ca4e32d384b19e6264afc81d64877b3a5737168516e8dc98e","gates":{"A":{"sequences":"50","callbacks_per_sequence":"2000","seed_range":["310000","310049"],"max_error_bps":"5.7471258602809216e-05","pass":true,"threshold_bps":"0.01","source":"local replay of first 2000 strategy callbacks from each full T3 replica market, independent deployment/state per sequence","synthetic_trades":false},"B":{"mean":"1.920372244773669","se":"0.04445924198500627","n":"512","pass":true,"seeds":["7232768","7233279"],"comparison":"CG minus T","reference_gain":"2.0","tolerance":"0.15","error_from_reference":"-0.07962775522633092","source":"local replica paired measurement"},"C":{"required":false,"pass":null,"reason":"Real-only branch: no new Solidity frozen; original T3 code is covered by gate A."}},"gas":{"t3":{"afterSwap_peak":"237611","OOG":"0"},"ha":{"afterSwap_peak":"233671","OOG":"0"}}},{"key":"j005","source":"https://api.imdnotdead.fun/artifacts/c14f3407348eeb3260109317b535bcff1fdabd2a979d50471aa51b64e1848b05","gates":{"A":{"passed":true,"sequences":"50","callbacks":"100000","max_fee_diff_bps":"5.7471258602809216e-05","seeds":["310000","310049"],"seconds":"241.82435777969658"},"B":{"passed":true,"n":"512","seeds":["7232768","7233279"],"mean_diff":"1.920372244773669","se":"0.04445924198500627","target":"2.0","error":"-0.07962775522633092","retail_delta":"4.78667942995755","arb_delta":"-2.866307185183879","baseline":"supplied CG port with head disabled; original T constants and original toxicity anchor"},"C":{"passed":true,"max_fee_diff_bps":"5.7471258602809216e-05","threshold_bps":"0.1","separate_run_required":false,"reason":"Frozen T3 Solidity and port are unchanged in real-only mode; the same 100,000-callback gate A measurement satisfies this looser bound."}},"gas":{"T3":{"afterSwap_peak":"237576","OOG":"0"},"HA":{"afterSwap_peak":"233596","OOG":"0"}}},{"key":"j006","source":"https://api.imdnotdead.fun/artifacts/a3cd31c457c2daece3d2929b0a510f1336ebceed8d600eec55469b6c3a64e221","gates":{"A":{"passed":true,"max_fee_error_bps":"5.7471258602809216e-05","sequences":"50","callbacks_per_sequence":"2000","callbacks":"100000","seeds":["310000","310049"],"kind":"actual replica market callbacks","seconds":"46.45877225790173"},"B":{"passed":true,"n":"512","seeds":["7232768","7233279"],"mean_diff":"1.920372244773669","se":"0.04445924198500627","reference_real_gain":"2.0","error":"-0.07962775522633092","seconds":"9.12458655401133"},"C":{"passed":true,"applicable":false,"reason":"Real-only mode retains exactly the T3 code and parameters. Gate A already checks this frozen code and port to the stricter 0.01 bps threshold."}},"gas":{"t3":{"afterSwap_peak":"237701","OOG":"0"},"ha":{"afterSwap_peak":"233749","OOG":"0"}}},{"key":"j007","source":"https://api.imdnotdead.fun/artifacts/a4f982927f59f85e223a5d6b1025251ff3fa036e69c1413dc90346164c582115","gates":{"A":{"passed":true,"sequences":"50","swap_callbacks":"100000","max_fee_diff_bps":"5.7471258602809216e-05","threshold_bps":"0.01","seeds":["310000","310049"],"callback_origin":"First 2000 callbacks recorded while running each complete 10000-step T3 replica market; no synthetic trades."},"B":{"passed":true,"mean_diff":"1.920372244773669","se":"0.04445924198500627","n":"512","seeds":["7232768","7233279"],"reference_real_gain":"2.0","tolerance":"0.15","cg_mean":"532.1771014688561","T_mean":"530.2567292240826"},"C":{"passed":true,"max_fee_diff_bps":"5.7471258602809216e-05","threshold_bps":"0.1","sequences":"50","swap_callbacks":"100000","scope":"Same unchanged T3 Solidity and supplied port as gate A; no new candidate in real-only mode."}},"gas":{"T3":{"afterSwap_peak":"237694","OOG":"0"},"HA":{"afterSwap_peak":"233725","OOG":"0"}}},{"key":"j008","source":"https://api.imdnotdead.fun/artifacts/6a5111c7264cec77eb522d341e255a2ff75fff9223f72a1d934c4dcf9b1657c0","gates":{"A":{"sequences":"50","swap_callbacks":"100000","seeds":["310000","310049"],"max_fee_diff_bps":"5.7471258602809216e-05","threshold_bps":"0.01","passed":true,"what":"T3 port (replica STRATEGY block, T3 weights+constants) vs T3 code (cb6d9455) EVM fees, callbacks recorded from replica T3 markets"},"B":{"n":"512","seeds":["7232768","7233279"],"mean_diff":"1.920372244773669","se":"0.04445924198500627","retail_delta":"4.78667942995755","arb_delta":"-2.866307185183879","target":"2.0","passed":true,"what":"replica CG minus T, required within 0.15 of +2.00"},"C":{"sequences":"50","swap_callbacks":"100000","seeds":["310000","310049"],"max_fee_diff_bps":"6.140219326533029e-05","threshold_bps":"0.1","passed":true,"what":"frozen candidate Solidity EVM vs port with frozen values (weights 1e-6, non-integer constants WAD-truncated as T3 does), callbacks recorded from replica candidate markets"}},"gas":{"block1":{"candidate":{"afterSwap_peak":"235527","OOG":"0"},"T3":{"afterSwap_peak":"235527","OOG":"0"}},"block2":{"candidate":{"afterSwap_peak":"238108","OOG":"0"},"T3":{"afterSwap_peak":"238096","OOG":"0"}}}},{"key":"j009","source":"https://api.imdnotdead.fun/artifacts/154c40cc565fb1794afc678eb0868c79c1b65747bca931dd970f9600fa1ebba5","gates":{"A":{"sequences":"50","swap_callbacks":"100000","seeds":["310000","310049"],"max_fee_diff_bps":"5.7471258602809216e-05","passed":true,"threshold_bps":"0.01","worst":["310015","31920"],"what":"T3's port (T3 weights, constants, anchors) vs T3's code EVM fees; sequences recorded from replica markets"},"B":{"n":"512","seeds":["7232768","7233279"],"mean_diff":"1.920372244773669","se":"0.04445924198500627","retail_delta":"4.78667942995755","arb_delta":"-2.866307185183879","target":"2.0","passed":true,"what":"replica CG (CG weights, T constants) minus T (head off)"},"C":{"applicable":false,"note":"no candidate frozen: speed < 500 markets/s selects real-only mode"}},"gas":{"T3":{"afterSwap_peak":"237588","oog":"0"},"HA":{"afterSwap_peak":"233608","oog":"0"}}},{"key":"j010","source":"https://api.imdnotdead.fun/artifacts/5a3be0a9f9ec7ee60245468e5ecdc0d0769f37f6eae3027d7bcc962aaa8ec803","gates":{"A":{"passed":true,"max_error_bps":"5.7471258602809216e-05","callbacks":"100000","sequences":"50","seeds":["310000","310049"]},"B":{"passed":true,"mean_diff":"1.920372244773669","se":"0.04445924198500627","n":"512","target":"2.0","tolerance":"0.15"},"C":{"applicable":false,"reason":"Real-only branch; unchanged frozen T3 code and params."}},"gas":{"T3":{"afterSwap_peak":"238076","OOG":"0"},"HA":{"afterSwap_peak":"231418","OOG":"0"}}}]
```

## Sources and verified input identities

The source links identify the exact result artifacts supplied under `.imd/reads/artifacts/item-jNNN`. They are citations to supplied data, not claims that their network endpoints were reread in this merge. Upstream artifact-download and setup hash checks are worker reports; the independently checked hashes here are the ten result files, their ten decoded Solidity payloads, and the j007 paired-difference payload.


- [j001][j001]: SHA-256 `95aa7688a69c7ddf0d82d6be1f0733748060cdf7d065ee715f1787ca37d287a5`; input bytes and decoded Solidity verified.


- [j002][j002]: SHA-256 `98378d487397cacff809d943a1b463b5a24ffc5e86cdedf8f73eae82581655e8`; input bytes and decoded Solidity verified.


- [j003][j003]: SHA-256 `b8d6294ef034239e807f591ee9bc4038092bc6ad4c5e6a8f20dd4957668f98c9`; input bytes and decoded Solidity verified.


- [j004][j004]: SHA-256 `0eb48140f4fcf07ca4e32d384b19e6264afc81d64877b3a5737168516e8dc98e`; input bytes and decoded Solidity verified.


- [j005][j005]: SHA-256 `c14f3407348eeb3260109317b535bcff1fdabd2a979d50471aa51b64e1848b05`; input bytes and decoded Solidity verified.


- [j006][j006]: SHA-256 `a3cd31c457c2daece3d2929b0a510f1336ebceed8d600eec55469b6c3a64e221`; input bytes and decoded Solidity verified.


- [j007][j007]: SHA-256 `a4f982927f59f85e223a5d6b1025251ff3fa036e69c1413dc90346164c582115`; input bytes and decoded Solidity verified.


- [j008][j008]: SHA-256 `6a5111c7264cec77eb522d341e255a2ff75fff9223f72a1d934c4dcf9b1657c0`; input bytes and decoded Solidity verified.


- [j009][j009]: SHA-256 `154c40cc565fb1794afc678eb0868c79c1b65747bca931dd970f9600fa1ebba5`; input bytes and decoded Solidity verified.


- [j010][j010]: SHA-256 `5a3be0a9f9ec7ee60245468e5ecdc0d0769f37f6eae3027d7bcc962aaa8ec803`; input bytes and decoded Solidity verified.


[j001]: https://api.imdnotdead.fun/artifacts/95aa7688a69c7ddf0d82d6be1f0733748060cdf7d065ee715f1787ca37d287a5


[j002]: https://api.imdnotdead.fun/artifacts/98378d487397cacff809d943a1b463b5a24ffc5e86cdedf8f73eae82581655e8


[j003]: https://api.imdnotdead.fun/artifacts/b8d6294ef034239e807f591ee9bc4038092bc6ad4c5e6a8f20dd4957668f98c9


[j004]: https://api.imdnotdead.fun/artifacts/0eb48140f4fcf07ca4e32d384b19e6264afc81d64877b3a5737168516e8dc98e


[j005]: https://api.imdnotdead.fun/artifacts/c14f3407348eeb3260109317b535bcff1fdabd2a979d50471aa51b64e1848b05


[j006]: https://api.imdnotdead.fun/artifacts/a3cd31c457c2daece3d2929b0a510f1336ebceed8d600eec55469b6c3a64e221


[j007]: https://api.imdnotdead.fun/artifacts/a4f982927f59f85e223a5d6b1025251ff3fa036e69c1413dc90346164c582115


[j008]: https://api.imdnotdead.fun/artifacts/6a5111c7264cec77eb522d341e255a2ff75fff9223f72a1d934c4dcf9b1657c0


[j009]: https://api.imdnotdead.fun/artifacts/154c40cc565fb1794afc678eb0868c79c1b65747bca931dd970f9600fa1ebba5


[j010]: https://api.imdnotdead.fun/artifacts/5a3be0a9f9ec7ee60245468e5ecdc0d0769f37f6eae3027d7bcc962aaa8ec803