Trading lab

every number sits next to a random-entry control · 21:54:49
minds saved
573
model + score history on disk
best edge
+5.056
beyond random, future data
best AUC
0.567
direction hit-rate, 0.5 = coin flip
formations learned
31,678,051
candle windows mined so far
formations drawn
28
pictures for your eyes
agent logs
61
transcripts on disk

The debate — lead vs skeptic vs builder

lead
w1-0150 is the strongest money lead: long, 1.5 ATR stop, 6 ATR target, 7,375 trades, +0.216R vs random. But it is only a board result; future AUC is 0.507, so not proven on unseen coins.
2026-10-26 19:00
builder
Next test w1-0150’s 4h/12/histgb setup around q=0.55–0.65, plus nearby horizons and windows. Its 7,375 trades and +0.216R beat random better than tiny-sample leaders; require future-time and unseen-coin confirmation.
2026-10-26 19:00
skeptic
The digest winners with 1–2 trades are almost certainly overfit: e.g. w2-0027 claims +4.051R vs -0.970R control on just 2 trades. That is noise, not an edge; even larger w2-0037 has only +0.616R edge.
2026-10-26 19:00
lead
w3-0177 is the best money case: 4h, 1,281 trades, +0.260R vs random. The older 1h short has +0.454 edge but only 8 trades; that is too thin to trust.
2026-10-26 21:01
builder
Test 4h histgb near w3-0177: keep its 6-bar window and 96 horizon, vary q around 0.6, then test unseen coins. Its +0.260 edge on 1,281 trades beats tiny-sample winners; seek broader repeatability.
2026-10-26 21:01
skeptic
The loudest overfit is w2-0027: +5.021 edge from just 2 trades, AUC 0.5139. One lucky result can dominate; its 1.000 stop and 6.000 target make that especially fragile.
2026-10-26 21:01

Learned minds — the saved models

mindtf / window / horizonAUC futuretradeswinrule Rrandom REDGErounds
w2-011130m / 4 / 240.4881100%3.936-1.120+5.056—
w2-002715m / 12 / 80.5142100%4.051-0.970+5.021—
w3-005430m / 12 / 240.4901100%3.973-0.655+4.628—
w1-017030m / 4 / 240.4881100%3.9360.135+3.801—
w3-00961h / 16 / 480.5111100%2.383-1.075+3.458—
w3-011030m / 8 / 120.5091100%1.974-1.092+3.066—
w2-00481h / 16 / 480.5111100%2.383-0.432+2.816—
w1-004930m / 8 / 80.5091100%1.917-0.493+2.410—
w3-012730m / 8 / 120.5091100%1.9740.361+1.613—
w2-00121h / 12 / 240.5152100%0.650-0.406+1.056—
w3-01781h / 12 / 480.512875%0.724-0.290+1.014—
w2-00361h / 12 / 120.514450%0.476-0.493+0.969—
w1-01171h / 16 / 120.516250%0.327-0.453+0.779—
w3-01401h / 12 / 240.5152100%0.650-0.118+0.768—
w2-006430m / 8 / 240.4921533%0.335-0.340+0.675—
w1-004830m / 8 / 240.4921547%0.371-0.277+0.648—
w3-014230m / 4 / 240.48542037%0.489-0.136+0.626—
w2-003730m / 4 / 240.48542037%0.489-0.126+0.616—
w2-00321h / 8 / 120.511956%0.281-0.315+0.595—
w3-016015m / 3 / 120.51177437%0.430-0.164+0.594—
w2-01864h / 10 / 960.566——————
w1-002215m / 12 / 40.51951038%0.428-0.135+0.563—
w2-00721h / 12 / 120.514450%0.476-0.086+0.561—
w2-006015m / 8 / 120.51026240%0.465-0.081+0.547—
w3-017315m / 12 / 40.51951038%0.428-0.112+0.540—
w2-013615m / 3 / 120.51177437%0.430-0.109+0.539—
out_long_14h / 6 / 480.531——————
w1-005415m / 3 / 120.51177437%0.430-0.096+0.526—
out_short_14h / 6 / 480.525——————
w3-018615m / 4 / 40.522——————
w3-007730m / 12 / 120.51160641%0.448-0.074+0.522—
out_short_24h / 6 / 480.518——————
out_short_34h / 6 / 480.518——————
out_long_24h / 6 / 480.518——————
out_long_34h / 6 / 480.518——————
w3-006615m / 8 / 120.51026240%0.465-0.044+0.509—
w1-017615m / 8 / 120.51026240%0.465-0.037+0.502—
w2-00161h / 6 / 240.5155034%0.199-0.303+0.501—
w3-00461h / 12 / 480.512875%0.7240.270+0.454—
w1-002615m / 12 / 40.5198532%0.213-0.239+0.453—
w2-010830m / 4 / 120.50521861%0.4830.038+0.445—
w2-002930m / 8 / 240.48721635%0.393-0.045+0.438—
w2-002030m / 4 / 240.48883234%0.304-0.129+0.432—
w1-002430m / 4 / 240.48883234%0.304-0.123+0.427—
w3-001415m / 8 / 80.5166146%0.274-0.152+0.425—
w2-017915m / 3 / 240.51560531%0.159-0.261+0.420—
w3-009130m / 4 / 240.48883234%0.304-0.115+0.419—
w2-005030m / 8 / 80.50951446%0.278-0.130+0.408—
w1-010730m / 4 / 120.50521861%0.4830.079+0.404—
w3-01794h / 6 / 960.555257125%0.353-0.029+0.382—
w1-004315m / 6 / 40.52291033%0.219-0.153+0.373—
w1-01411h / 6 / 120.5114943%0.260-0.111+0.371—
w3-000615m / 4 / 40.522743%0.131-0.235+0.366—
w1-00034h / 6 / 480.505162326%0.3790.013+0.365—
w1-008830m / 12 / 240.48874432%0.233-0.126+0.359—
w1-014015m / 4 / 120.510139331%0.237-0.119+0.356—
w3-013830m / 12 / 240.48874432%0.233-0.116+0.348—
w3-01094h / 6 / 960.555128137%0.304-0.039+0.344—
w2-012815m / 4 / 120.510139331%0.237-0.106+0.343—
w2-01264h / 6 / 960.56612558%0.240-0.096+0.336—
w2-005915m / 4 / 120.510139331%0.237-0.096+0.334—
w1-00611h / 8 / 480.5122442%0.192-0.131+0.323—
w1-00304h / 6 / 480.50827655%0.239-0.083+0.322—
w1-01474h / 6 / 480.50827659%0.241-0.080+0.321—
w3-00234h / 12 / 480.5144173%0.247-0.073+0.320—
w3-01474h / 6 / 960.555128125%0.263-0.057+0.319—
w3-00474h / 6 / 480.50827655%0.239-0.074+0.313—
w3-00124h / 8 / 960.55445135%0.274-0.037+0.311—
w2-01194h / 6 / 960.566702822%0.236-0.072+0.308—
w1-00054h / 6 / 120.516304022%0.215-0.092+0.306—
w3-00024h / 8 / 960.566556322%0.227-0.079+0.306—
w2-00074h / 8 / 960.55445135%0.274-0.031+0.305—
a4-r14h / 6 / 480.508259724%0.254-0.050+0.303—
w2-01754h / 6 / 960.555128137%0.3040.001+0.303—
w2-013830m / 6 / 240.48994632%0.218-0.084+0.302—
w1-00554h / 6 / 960.566702822%0.236-0.063+0.299—
w2-00244h / 8 / 480.503125625%0.211-0.088+0.299—
w1-01274h / 6 / 960.566702822%0.236-0.062+0.298—
w3-01344h / 6 / 960.55557326%0.265-0.034+0.298—
w2-01004h / 6 / 960.566702822%0.236-0.062+0.298—
w3-01664h / 8 / 120.517268522%0.209-0.088+0.298—
w1-01734h / 6 / 480.505857022%0.223-0.073+0.297—
w2-00534h / 8 / 480.503337223%0.226-0.070+0.295—
w1-01724h / 6 / 960.55557326%0.265-0.029+0.294—
w2-00674h / 6 / 480.50827655%0.239-0.052+0.291—
w2-00554h / 6 / 960.55557326%0.265-0.024+0.289—
w2-01594h / 6 / 120.516304022%0.215-0.070+0.285—
w2-01704h / 8 / 960.554108236%0.2890.004+0.284—
w1-00114h / 8 / 480.503337223%0.226-0.056+0.281—
w3-01304h / 12 / 480.5146673%0.3000.019+0.281—
w1-00394h / 8 / 480.503337223%0.226-0.056+0.281—
w2-00934h / 8 / 960.554226234%0.260-0.019+0.279—
w1-01344h / 10 / 120.517215724%0.224-0.054+0.278—
w3-01494h / 12 / 480.5144173%0.247-0.031+0.278—
w3-01554h / 10 / 480.509119225%0.220-0.056+0.276—
w3-01521h / 5 / 120.51221535%0.166-0.110+0.276—
w3-00864h / 8 / 480.503337223%0.226-0.050+0.276—
w2-00564h / 6 / 480.505857022%0.223-0.052+0.275—
w1-001330m / 12 / 80.51017330%0.194-0.082+0.275—
w2-01524h / 16 / 480.513100147%0.234-0.039+0.274—
w2-00474h / 12 / 960.55534839%0.256-0.015+0.271—
w3-00614h / 8 / 960.554108236%0.2890.018+0.271—
w2-01644h / 8 / 120.517268522%0.209-0.060+0.269—
w3-008730m / 4 / 240.485210739%0.155-0.111+0.266—
w2-00684h / 8 / 480.503337223%0.226-0.037+0.263—
w1-00694h / 6 / 120.516304022%0.215-0.046+0.261—
w2-00654h / 6 / 480.50827638%0.162-0.098+0.260—
w3-01774h / 6 / 960.555128125%0.2630.003+0.260—
w3-00334h / 8 / 960.554108236%0.2890.029+0.259—
w1-00784h / 8 / 120.517671322%0.206-0.053+0.259—
w1-01144h / 10 / 480.5111250221%0.176-0.082+0.258—
w3-00284h / 8 / 960.55445135%0.2740.017+0.257—
w2-00104h / 8 / 960.5664854%0.092-0.165+0.257—
w2-01164h / 8 / 120.5211146121%0.183-0.071+0.255—
w1-01694h / 10 / 120.517215724%0.224-0.030+0.254—
w1-00234h / 10 / 480.509119225%0.220-0.033+0.254—
w2-00234h / 8 / 960.56667323%0.144-0.110+0.253—
w2-017715m / 8 / 80.51280230%0.128-0.123+0.252—
w3-011130m / 4 / 240.485210739%0.155-0.095+0.250—
w1-01164h / 12 / 120.519596722%0.174-0.076+0.250—
w2-009630m / 8 / 120.509112637%0.224-0.026+0.250—
w2-00624h / 10 / 480.509778521%0.168-0.081+0.249—
w3-00734h / 12 / 480.507110225%0.203-0.044+0.247—
w1-004415m / 6 / 240.51568529%0.071-0.174+0.246—
w1-00911h / 5 / 240.51419530%0.062-0.184+0.246—
w2-010315m / 12 / 80.510127528%0.084-0.162+0.246—
w2-01304h / 12 / 120.519213023%0.177-0.068+0.246—
w3-00224h / 8 / 480.503777121%0.190-0.055+0.245—
w3-005115m / 3 / 120.511220829%0.120-0.125+0.245—
w3-01364h / 12 / 960.55596637%0.2580.013+0.244—
w1-013130m / 4 / 240.485210739%0.155-0.088+0.243—
w3-002115m / 6 / 80.514140631%0.127-0.116+0.243—
w2-01824h / 12 / 960.55534839%0.2560.013+0.243—
w2-016215m / 6 / 80.514140631%0.127-0.114+0.241—
w3-01054h / 8 / 480.503777121%0.190-0.051+0.241—
w1-01114h / 12 / 480.507299645%0.202-0.037+0.239—
w3-01504h / 8 / 960.554226223%0.203-0.035+0.238—
w1-00254h / 12 / 480.5141184930%0.198-0.040+0.238—
w1-006530m / 6 / 120.506173135%0.179-0.059+0.238—
w3-00094h / 10 / 480.5111250221%0.176-0.062+0.238—
w1-00024h / 8 / 120.517268522%0.209-0.028+0.237—
w2-00984h / 12 / 480.507110225%0.203-0.035+0.237—
w3-01721h / 5 / 120.51221526%0.123-0.113+0.235—
w3-008215m / 12 / 120.512182229%0.096-0.139+0.235—
w3-00954h / 12 / 120.519596722%0.174-0.061+0.235—
w1-00974h / 12 / 960.555212933%0.194-0.041+0.234—
w3-00754h / 12 / 120.519596722%0.174-0.060+0.234—
w1-00284h / 10 / 480.509324532%0.208-0.025+0.233—
w2-00884h / 10 / 120.5201054821%0.165-0.066+0.230—
w1-01034h / 8 / 120.5171462520%0.150-0.079+0.230—
w2-01514h / 12 / 480.507299645%0.202-0.024+0.226—
w2-000630m / 8 / 120.509113453%0.2490.023+0.226—
w2-00734h / 10 / 480.5111250221%0.176-0.050+0.226—
w3-00154h / 10 / 960.566501621%0.171-0.054+0.225—
w3-00694h / 10 / 960.553106124%0.2400.015+0.225—
w3-017130m / 4 / 120.50279148%0.192-0.033+0.225—
w3-007430m / 4 / 120.50279148%0.192-0.033+0.224—
w1-01754h / 10 / 960.55344335%0.221-0.002+0.223—
w2-00304h / 10 / 120.517598821%0.125-0.098+0.223—
w2-018315m / 12 / 120.512182229%0.096-0.126+0.222—
w1-01564h / 10 / 480.509778521%0.168-0.053+0.221—
w3-01144h / 12 / 960.55534839%0.2560.035+0.221—
w2-00264h / 8 / 120.5171462520%0.150-0.070+0.220—
w1-01804h / 12 / 240.51432253%0.142-0.077+0.219—
w2-00714h / 10 / 480.509324532%0.208-0.009+0.218—
w2-013115m / 12 / 120.512182229%0.096-0.122+0.217—
w3-01164h / 12 / 960.56736839%0.2380.021+0.217—
w1-01504h / 12 / 480.507737530%0.181-0.035+0.216—
w2-00914h / 12 / 480.507737530%0.181-0.035+0.215—
w3-01174h / 6 / 120.51930550%0.140-0.075+0.215—
w2-01014h / 8 / 120.5171462520%0.150-0.064+0.214—
w1-00044h / 6 / 120.516731320%0.132-0.083+0.214—
w3-00201h / 12 / 240.51532969%0.142-0.071+0.214—
w2-01294h / 8 / 960.55445135%0.2740.060+0.214—
w3-00654h / 10 / 120.5171394420%0.137-0.076+0.212—
w2-00044h / 12 / 960.55596637%0.2580.046+0.212—
a2-r34h / 1 / 240.510809730%0.179-0.033+0.212—
w2-01444h / 6 / 480.5081558129%0.177-0.035+0.211—
w3-00014h / 6 / 120.516731320%0.132-0.079+0.210—
w1-017815m / 4 / 80.515131328%0.048-0.161+0.209—
w3-00304h / 6 / 480.5081558129%0.177-0.032+0.209—
w2-01434h / 8 / 120.5171462520%0.150-0.057+0.208—
w2-011230m / 12 / 120.50583148%0.159-0.049+0.208—
w1-01774h / 12 / 960.55534839%0.2560.048+0.208—
w1-01444h / 10 / 120.5171394420%0.137-0.070+0.207—
w3-015615m / 3 / 40.521184328%0.083-0.123+0.206—
w2-012530m / 12 / 120.50583148%0.159-0.046+0.204—
w2-017815m / 12 / 120.512182229%0.096-0.107+0.203—
w3-01754h / 6 / 240.513441242%0.177-0.026+0.203—
w3-01284h / 10 / 960.55344335%0.2210.018+0.203—
w3-01064h / 12 / 120.5191371220%0.133-0.068+0.201—
w1-01301h / 12 / 240.51532969%0.142-0.058+0.201—
w3-00114h / 12 / 960.555212933%0.194-0.006+0.200—
w3-004130m / 6 / 120.50693446%0.143-0.056+0.199—
w2-01334h / 6 / 120.5161461220%0.135-0.064+0.199—
w1-00414h / 6 / 120.5161461220%0.135-0.062+0.197—
w3-01684h / 8 / 240.5131709728%0.152-0.045+0.197—
w3-01534h / 10 / 120.5171394420%0.137-0.060+0.197—
w3-008130m / 4 / 120.50279148%0.192-0.004+0.195—
w3-01134h / 6 / 120.516731320%0.132-0.063+0.195—
w3-01194h / 10 / 120.5171394420%0.137-0.058+0.195—
w2-01474h / 12 / 120.5191371220%0.133-0.061+0.193—
w2-010715m / 3 / 80.515172628%0.096-0.097+0.193—
w3-00524h / 10 / 120.5171394420%0.137-0.054+0.191—
w2-01484h / 12 / 960.555212933%0.1940.004+0.190—
w1-01454h / 6 / 240.513441229%0.160-0.028+0.188—
w3-00604h / 8 / 240.509623920%0.107-0.081+0.188—
w2-007715m / 12 / 120.512182229%0.096-0.092+0.188—
w3-000430m / 8 / 240.487149228%0.067-0.120+0.187—
w1-015415m / 8 / 120.510302228%0.052-0.135+0.187—
w2-003530m / 8 / 240.487149229%0.042-0.144+0.186—
w1-00634h / 8 / 240.5131709720%0.130-0.055+0.185—
w1-00991h / 5 / 480.51515248%0.081-0.101+0.182—
m14h / 6 / 120.516731320%0.132-0.049+0.181—
w3-00534h / 10 / 480.509119225%0.2200.040+0.181—
w1-01251h / 6 / 480.5147428%0.049-0.131+0.180—
w3-01294h / 8 / 240.5091343220%0.119-0.061+0.180—
w2-004430m / 6 / 240.489389238%0.087-0.092+0.179—
w3-004430m / 8 / 120.506164847%0.150-0.026+0.176—
w3-00364h / 6 / 240.509668429%0.153-0.022+0.175—
w3-016415m / 4 / 80.515131328%0.048-0.126+0.174—
w3-001915m / 8 / 240.51390728%-0.002-0.176+0.174—
w2-009030m / 8 / 480.49419729%0.025-0.148+0.173—
w1-004530m / 6 / 240.489389238%0.087-0.085+0.172—
w3-00434h / 10 / 120.52018363%0.123-0.048+0.171—
w2-01534h / 8 / 960.5664854%0.092-0.079+0.171—
w1-006030m / 8 / 240.487149228%0.067-0.104+0.170—
w2-016830m / 4 / 120.505255333%0.114-0.056+0.170—
w3-00844h / 12 / 960.555212933%0.1940.024+0.170—
w3-006230m / 8 / 80.50659748%0.111-0.058+0.168—
w3-005830m / 8 / 120.506164847%0.150-0.017+0.167—
w2-01674h / 6 / 240.509668429%0.153-0.013+0.166—
w2-00784h / 12 / 240.5061289220%0.082-0.083+0.166—
w1-01154h / 10 / 240.5131622841%0.147-0.018+0.165—
w1-005615m / 8 / 120.510302228%0.052-0.113+0.165—
w3-014430m / 6 / 240.489389238%0.087-0.076+0.163—
w2-00084h / 12 / 960.56757759%0.128-0.034+0.162—
w1-001415m / 3 / 240.515213127%0.006-0.156+0.162—
w3-00031h / 6 / 480.5147428%0.049-0.113+0.162—
w1-011930m / 8 / 80.50655531%0.054-0.108+0.162—
w1-00384h / 10 / 240.5131622841%0.147-0.015+0.162—
w1-00834h / 8 / 120.52124462%0.114-0.046+0.160—
w2-00584h / 10 / 240.5051274628%0.110-0.050+0.160—
a14h / 4 / 60.507301645%0.144-0.014+0.158—
w1-005730m / 8 / 80.50655531%0.054-0.103+0.157—
w1-005230m / 8 / 240.487149229%0.042-0.115+0.157—
w3-00394h / 8 / 240.509217421%0.093-0.063+0.156—
w2-011430m / 12 / 80.50885138%0.020-0.135+0.155—
w1-010515m / 8 / 120.509276327%0.031-0.122+0.154—
w2-015830m / 12 / 240.488311829%0.016-0.135+0.151—
w2-018030m / 12 / 240.488364031%0.070-0.075+0.145—
w2-009415m / 3 / 120.511250634%0.019-0.125+0.144—
w1-01524h / 12 / 240.5061289220%0.082-0.061+0.143—
w3-013130m / 12 / 240.488364031%0.070-0.073+0.142—
w1-00774h / 10 / 240.5051274619%0.078-0.062+0.140—
w1-004030m / 8 / 480.49411721%-0.003-0.143+0.140—
w1-000630m / 4 / 120.502398344%0.108-0.031+0.139—
i30a30m / 6 / 120.506459043%0.079-0.059+0.139—
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w2-01464h / 10 / 120.520308938%0.079-0.058+0.138—
w1-01794h / 10 / 960.55344335%0.2210.089+0.132—
w2-00144h / 12 / 120.522207238%0.050-0.082+0.132—
w3-004930m / 4 / 120.502398344%0.108-0.023+0.132—
w2-008715m / 8 / 120.509578425%-0.030-0.161+0.131—
w1-011330m / 4 / 120.505255333%0.114-0.017+0.131—
w1-017115m / 12 / 120.512488237%-0.011-0.141+0.130—
w3-016215m / 4 / 120.510693327%0.008-0.120+0.128—
w3-012130m / 12 / 80.50885138%0.020-0.107+0.128—
w2-01104h / 10 / 960.55344323%0.1860.059+0.128—
a2-r14h / 10 / 240.505576140%0.107-0.018+0.125—
w1-018230m / 4 / 120.502398344%0.108-0.016+0.125—
a2-r24h / 10 / 240.505576140%0.107-0.017+0.124—
w1-013330m / 6 / 120.506459043%0.079-0.045+0.124—
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w1-001030m / 8 / 120.506643743%0.085-0.039+0.124—
w1-010030m / 12 / 240.488311830%0.009-0.114+0.123—
w1-001930m / 6 / 120.506459043%0.079-0.043+0.123—
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w2-016015m / 3 / 120.511494737%-0.018-0.139+0.120—
w2-01344h / 10 / 120.520308938%0.079-0.041+0.120—
w2-00954h / 8 / 120.521162233%0.065-0.054+0.118—
w1-006415m / 3 / 120.511494737%-0.018-0.135+0.117—
w3-007030m / 6 / 120.506459043%0.079-0.037+0.116—
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w1-00624h / 10 / 240.505576119%0.057-0.059+0.116—
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w3-01354h / 8 / 120.52124462%0.1140.002+0.111—
w3-015430m / 4 / 240.485874936%0.039-0.072+0.111—
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w2-00314h / 6 / 240.51314162%0.1160.012+0.105—
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w3-009315m / 6 / 120.510555536%-0.032-0.132+0.100—
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w3-001715m / 12 / 40.5191093423%-0.058-0.158+0.100—
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w2-00704h / 12 / 240.506584818%0.001-0.091+0.093—
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w3-01481h / 6 / 240.51571963%0.074-0.018+0.092—
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w3-011530m / 12 / 480.49088941%-0.078-0.169+0.091—
w3-009915m / 3 / 240.513319325%-0.058-0.149+0.091—
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w2-012030m / 6 / 240.4891409029%0.029-0.059+0.088—
w3-00504h / 12 / 240.506584839%0.073-0.015+0.088—
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w3-009815m / 3 / 120.5111213236%-0.068-0.151+0.084—
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w2-001315m / 12 / 80.514512223%-0.074-0.156+0.082—
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w2-013230m / 8 / 120.5062108141%0.044-0.036+0.080—
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w1-013215m / 3 / 120.5111213236%-0.068-0.147+0.080—
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w3-009415m / 6 / 120.510854035%-0.067-0.144+0.077—
w3-000715m / 6 / 40.517144135%-0.085-0.161+0.076—
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a3r31h / 6 / 120.506640736%-0.015-0.090+0.075—
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w3-00251h / 5 / 240.511666429%-0.044-0.118+0.074—
w3-015130m / 8 / 80.506356745%0.006-0.068+0.074—
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w3-007615m / 4 / 240.515922834%-0.072-0.145+0.073—
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w1-009815m / 3 / 240.5151308334%-0.080-0.151+0.071—
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w2-006130m / 6 / 80.5071540342%0.041-0.028+0.069—
w2-015715m / 3 / 240.5151308334%-0.080-0.149+0.069—
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w2-005415m / 8 / 40.5163090123%-0.087-0.156+0.068—
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w3-013330m / 6 / 80.5071540342%0.041-0.027+0.068—
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w2-00691h / 8 / 120.506523636%-0.028-0.094+0.066—
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w2-005115m / 6 / 80.5142642834%-0.097-0.157+0.060—
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w1-00371h / 8 / 120.5062373835%-0.043-0.102+0.059—
w2-014015m / 8 / 40.5163090123%-0.087-0.146+0.059—
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w2-01454h / 10 / 240.505201919%-0.014-0.072+0.059—
w2-002115m / 6 / 240.510667134%-0.083-0.141+0.058—
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w1-015830m / 8 / 80.506356743%0.024-0.033+0.057—
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w1-00921h / 8 / 120.5062373835%-0.043-0.099+0.057—
w1-00701h / 6 / 120.5112003434%-0.037-0.093+0.056—
w2-016315m / 3 / 240.513675933%-0.089-0.145+0.056—
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w1-009630m / 6 / 480.486249928%-0.081-0.137+0.056—
w1-00311h / 12 / 120.508497135%-0.043-0.098+0.055—
w1-00461h / 5 / 240.511666435%-0.038-0.093+0.055—
w2-000915m / 6 / 80.5142642834%-0.097-0.152+0.055—
w3-011830m / 4 / 120.5052019440%0.025-0.030+0.055—
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w1-014230m / 8 / 480.489396834%-0.088-0.142+0.055—
w3-00671h / 5 / 240.511666435%-0.038-0.093+0.054—
w3-018530m / 8 / 80.506356743%0.024-0.030+0.054—
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w2-010230m / 12 / 80.5101077242%0.025-0.029+0.053—
w2-012730m / 4 / 120.5052019440%0.025-0.029+0.053—
w3-00721h / 8 / 120.5111499935%-0.044-0.097+0.053—
w1-013715m / 3 / 80.5152453535%-0.091-0.144+0.053—
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w2-000215m / 6 / 40.5173491622%-0.099-0.151+0.052—
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w2-00831h / 8 / 120.5111499935%-0.044-0.095+0.051—
w3-013930m / 8 / 80.5061455240%0.014-0.037+0.051—
w2-00221h / 8 / 120.5062373835%-0.043-0.093+0.050—
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w3-00591h / 16 / 120.5062452534%-0.051-0.101+0.050—
w1-005315m / 4 / 80.5152482734%-0.098-0.146+0.048—
w2-008130m / 8 / 480.489396834%-0.088-0.136+0.048—
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w2-00421h / 16 / 240.512315934%-0.060-0.108+0.048—
w3-000830m / 4 / 120.5021610440%0.018-0.030+0.048—
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w3-00641h / 16 / 120.5062452534%-0.051-0.098+0.047—
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w3-001015m / 8 / 80.5122146134%-0.101-0.147+0.046—
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w2-003930m / 4 / 480.488130643%-0.081-0.126+0.045—
w1-018130m / 4 / 120.5021610440%0.018-0.028+0.045—
w1-01481h / 8 / 480.5121880833%-0.061-0.107+0.045—
w1-00421h / 12 / 120.508497135%-0.043-0.087+0.044—
w2-00451h / 6 / 120.5062555335%-0.055-0.099+0.044—
w3-005530m / 4 / 80.5001605339%0.009-0.034+0.044—
w2-008230m / 12 / 240.4881392134%-0.081-0.125+0.044—
w2-00571h / 12 / 120.508497135%-0.043-0.086+0.043—
w2-013530m / 6 / 480.486249934%-0.091-0.134+0.043—
w2-01391h / 6 / 120.5062555335%-0.055-0.098+0.043—
w3-004230m / 6 / 80.5041585940%0.005-0.038+0.043—
a3r11h / 6 / 120.5062555335%-0.055-0.097+0.043—
w3-01701h / 12 / 120.508497135%-0.043-0.085+0.042—
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w2-017115m / 3 / 120.5112799833%-0.111-0.153+0.042—
w1-00811h / 16 / 120.506530435%-0.067-0.108+0.041—
w1-01061h / 12 / 120.5082385535%-0.052-0.093+0.041—
w1-007415m / 8 / 80.5122146134%-0.103-0.143+0.039—
w3-00131h / 6 / 120.5062555335%-0.055-0.094+0.039—
w3-010130m / 12 / 480.490875434%-0.091-0.129+0.038—
w3-00831h / 12 / 240.508287922%-0.101-0.139+0.038—
w2-001930m / 12 / 480.490875434%-0.091-0.129+0.038—
w3-018015m / 12 / 80.5103020034%-0.117-0.155+0.038—
w1-01591h / 8 / 480.5121880833%-0.061-0.099+0.038—
w3-01431h / 8 / 240.510679035%-0.062-0.100+0.038—
w1-007315m / 3 / 240.5133730433%-0.115-0.151+0.037—
w3-00481h / 8 / 240.510679035%-0.062-0.099+0.037—
w3-00971h / 5 / 240.5112718934%-0.065-0.101+0.036—
w2-016915m / 8 / 120.5093057733%-0.119-0.154+0.035—
w2-000315m / 12 / 80.5103020034%-0.117-0.152+0.035—
w3-001830m / 6 / 80.50490733%-0.106-0.141+0.035—
w3-01411h / 5 / 120.5088201334%-0.066-0.101+0.035—
w2-014230m / 4 / 240.4882028728%-0.018-0.052+0.034—
w3-005715m / 12 / 80.510446034%-0.110-0.143+0.034—
w2-01561h / 8 / 240.510679035%-0.062-0.095+0.033—
w2-014915m / 12 / 80.5103020033%-0.120-0.152+0.033—
w3-010730m / 8 / 480.489396834%-0.088-0.120+0.033—
w3-01611h / 5 / 120.5088201334%-0.066-0.098+0.033—
w2-01241h / 5 / 120.5088201334%-0.066-0.098+0.032—
w3-002930m / 12 / 80.5081911839%0.002-0.030+0.032—
w3-00371h / 5 / 120.5088201334%-0.066-0.097+0.031—
w3-018315m / 12 / 240.5093753533%-0.123-0.154+0.031—
w3-01651h / 5 / 240.5142021627%-0.080-0.111+0.031—
w2-01231h / 16 / 120.5068416834%-0.068-0.099+0.031—
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w2-00341h / 5 / 240.5112718934%-0.065-0.096+0.031—
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w3-009015m / 12 / 80.510446034%-0.110-0.140+0.030—
w1-01041h / 5 / 120.5088201334%-0.066-0.096+0.030—
w3-010030m / 4 / 480.4911002032%-0.091-0.121+0.030—
w2-00971h / 5 / 480.51313726333%-0.067-0.097+0.030—
w3-00351h / 12 / 120.5088340934%-0.069-0.098+0.029—
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w2-00171h / 5 / 480.51313726333%-0.067-0.096+0.029—
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w2-00151h / 6 / 120.5068211333%-0.070-0.098+0.028—
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w2-00841h / 16 / 120.5068416834%-0.068-0.095+0.027—
w3-01841h / 5 / 240.5112718934%-0.065-0.092+0.026—
w1-012430m / 12 / 80.5081911839%0.002-0.023+0.025—
w3-01021h / 8 / 480.512905455%-0.014-0.039+0.025—
w1-015330m / 12 / 80.508450233%-0.114-0.139+0.025—
w1-01361h / 6 / 480.511946843%-0.053-0.077+0.024—
w2-01051h / 6 / 240.5112546534%-0.071-0.094+0.023—
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w3-01581h / 16 / 240.51210599433%-0.078-0.098+0.021—
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w2-017230m / 6 / 480.492717732%-0.091-0.109+0.018—
w1-01211h / 16 / 480.51113954333%-0.077-0.094+0.017—
w3-01761h / 8 / 240.51010203143%-0.047-0.064+0.017—
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w1-01381h / 5 / 480.513948734%-0.081-0.097+0.016—
w1-015130m / 4 / 480.4911002032%-0.091-0.107+0.016—
w3-01371h / 8 / 480.512905455%-0.014-0.029+0.015—
w1-00071h / 8 / 240.5102808034%-0.084-0.099+0.015—
w1-01601h / 8 / 480.5124921956%-0.018-0.033+0.015—
w2-00991h / 5 / 240.51110093033%-0.081-0.095+0.013—
w1-00791h / 8 / 240.5102818343%-0.052-0.066+0.013—
w1-00341h / 12 / 480.5115062234%-0.085-0.097+0.013—
w2-01731h / 12 / 240.5082870042%-0.056-0.068+0.012—
w1-01611h / 16 / 240.5123170755%-0.025-0.037+0.011—
w1-00331h / 6 / 480.511946843%-0.053-0.063+0.011—
w2-00181h / 8 / 240.5102818343%-0.052-0.062+0.010—
w3-00851h / 6 / 240.5119727533%-0.088-0.098+0.009—
w3-00311h / 6 / 240.5119763042%-0.056-0.065+0.009—
w2-01651h / 12 / 480.5115062234%-0.085-0.093+0.009—
w3-01811h / 12 / 240.50810138033%-0.087-0.096+0.009—
w3-01201h / 16 / 240.5123168743%-0.054-0.062+0.009—
w1-01231h / 16 / 240.5123170755%-0.025-0.034+0.008—
w3-01671h / 16 / 240.5123170755%-0.025-0.033+0.008—
w2-013730m / 12 / 80.508485440%-0.031-0.038+0.006—
w3-00681h / 6 / 240.5119727533%-0.088-0.095+0.006—
w2-00461h / 12 / 480.511912853%-0.042-0.045+0.004—
w1-007230m / 4 / 480.4881176240%-0.079-0.082+0.003—
w2-017630m / 4 / 480.4881176240%-0.079-0.081+0.002—
w3-00881h / 16 / 240.51600%0.0000.000+0.000—
w1-01631h / 6 / 480.51400%0.0000.000+0.000—
w3-00451h / 16 / 240.51600%0.0000.000+0.000—
w2-01171h / 8 / 480.51200%0.0000.000+0.000—
w2-018430m / 8 / 480.49400%0.0000.000+0.000—
w2-00251h / 12 / 480.51200%0.0000.000+0.000—
w1-01391h / 16 / 240.51600%0.0000.000+0.000—
w3-00781h / 8 / 480.51200%0.0000.000+0.000—
w3-01031h / 16 / 480.51100%0.0000.000+0.000—
w2-00111h / 5 / 480.51500%0.0000.000+0.000—
w2-01851h / 5 / 120.51200%0.0000.000+0.000—
w1-00081h / 5 / 480.51500%0.0000.000+0.000—
w2-00741h / 12 / 480.511912853%-0.042-0.040-0.002—
w1-001530m / 6 / 480.4861358443%-0.077-0.072-0.006—
w3-01574h / 8 / 240.51319356%-0.013-0.005-0.009—
w1-012630m / 8 / 480.4891559333%-0.134-0.125-0.009—
w1-005130m / 8 / 480.4891739537%-0.056-0.042-0.014—
w2-00751h / 16 / 480.511872053%-0.056-0.040-0.016—
w1-00671h / 12 / 480.511912853%-0.042-0.025-0.017—
w1-008930m / 8 / 480.4941879732%-0.157-0.137-0.020—
w2-01221h / 16 / 480.511872053%-0.056-0.035-0.022—
w3-012330m / 6 / 480.4922299237%-0.060-0.035-0.026—
w1-012830m / 6 / 480.4922299237%-0.060-0.033-0.027—
w1-001830m / 12 / 480.4951478032%-0.153-0.124-0.029—
w1-003630m / 6 / 480.4922299237%-0.060-0.031-0.029—
w3-012430m / 4 / 480.4912422736%-0.064-0.032-0.032—

Formations the agents studied — faded part is what happened next

Group board — agents comparing notes

w3-0184 · 2026-10-26 21:41:05
Mind trained: AUC train 0.594 / future 0.511 on 669218 formations
w2-0183 · 2026-10-26 21:42:13
Mind trained: AUC train 0.567 / future 0.512 on 436889 formations
w2-0183 · 2026-10-26 21:43:51
Best trading geometry: long stop 1.0 ATR, target 6.0 ATR, hold 24 -> 1822 trades, win 29%, edge +0.222 vs random
w2-0184 · 2026-10-26 21:44:07
Round start: 30m window=8 horizon=48 model=rf q=0.65
w1-0181 · 2026-10-26 21:44:10
Best trading geometry: long stop 2.5 ATR, target 6.0 ATR, hold 48 -> 16104 trades, win 40%, edge +0.045 vs random
w1-0182 · 2026-10-26 21:44:27
Round start: 30m window=4 horizon=12 model=histgb q=0.6
w3-0184 · 2026-10-26 21:44:34
Best trading geometry: short stop 1.0 ATR, target 2.0 ATR, hold 24 -> 27189 trades, win 34%, edge +0.026 vs random
w3-0185 · 2026-10-26 21:44:50
Round start: 30m window=8 horizon=8 model=histgb q=0.6
w1-0182 · 2026-10-26 21:45:51
Mind trained: AUC train 0.569 / future 0.502 on 436819 formations
w2-0184 · 2026-10-26 21:46:53
Mind trained: AUC train 0.599 / future 0.494 on 461282 formations
w3-0185 · 2026-10-26 21:47:16
Mind trained: AUC train 0.578 / future 0.506 on 424588 formations
w2-0184 · 2026-10-26 21:48:03
Best trading geometry: long stop 1.0 ATR, target 2.0 ATR, hold 24 -> 0 trades, win 0%, edge +0.000 vs random
w2-0185 · 2026-10-26 21:48:19
Round start: 1h window=5 horizon=12 model=rf q=0.65
w1-0182 · 2026-10-26 21:48:23
Best trading geometry: long stop 2.5 ATR, target 6.0 ATR, hold 48 -> 3983 trades, win 44%, edge +0.125 vs random
w1-0183 · 2026-10-26 21:48:39
Round start: 15m window=6 horizon=24 model=histgb q=0.6
w3-0185 · 2026-10-26 21:49:23
Best trading geometry: long stop 2.5 ATR, target 6.0 ATR, hold 48 -> 3567 trades, win 43%, edge +0.054 vs random
w3-0186 · 2026-10-26 21:49:39
Round start: 15m window=4 horizon=4 model=rf q=0.55
w1-0183 · 2026-10-26 21:50:28
Mind trained: AUC train 0.565 / future 0.510 on 451048 formations
w2-0185 · 2026-10-26 21:51:23
Mind trained: AUC train 0.609 / future 0.512 on 648592 formations
w3-0186 · 2026-10-26 21:51:48
Mind trained: AUC train 0.581 / future 0.522 on 403074 formations
w2-0185 · 2026-10-26 21:52:53
Best trading geometry: short stop 1.0 ATR, target 2.0 ATR, hold 24 -> 0 trades, win 0%, edge +0.000 vs random
w1-0183 · 2026-10-26 21:53:06
Best trading geometry: short stop 1.0 ATR, target 2.0 ATR, hold 48 -> 6671 trades, win 34%, edge +0.058 vs random
w2-0186 · 2026-10-26 21:53:09
Round start: 4h window=10 horizon=96 model=rf q=0.55
w1-0184 · 2026-10-26 21:53:22
Round start: 1h window=8 horizon=24 model=histgb q=0.55
w2-0186 · 2026-10-26 21:54:42
Mind trained: AUC train 0.732 / future 0.566 on 158216 formations

Learners — always running (these are the bots, not chat agents)

learn-w1 — online

2026-10-26T21:53:21: [21:53:21] round 184 {'tf': '1h', 'w': 8, 'h': 24, 'model': 'histgb', 'q': 0.55} -> w1-0184

learn-w2 — online

2026-10-26T21:53:08: [21:53:08] round 186 {'tf': '4h', 'w': 10, 'h': 96, 'model': 'rf', 'q': 0.55} -> w2-0186

learn-w3 — online

2026-10-26T21:49:39: [21:49:39] round 186 {'tf': '15m', 'w': 4, 'h': 4, 'model': 'rf', 'q': 0.55} -> w3-0186

Chat agents used today (GPT debate)

No agent is running this second.

Rule results so far

rulesplittftradeswinrule REDGE
volatility_squeeze_break_1.0_6_12_train_traintrain4h396934%+0.343+0.357
volatility_squeeze_break_1.0_4_48_train_traintrain4h396927%+0.289+0.320
volatility_squeeze_break_1.0_4_12_train_traintrain4h396934%+0.284+0.304
vol2_absorb_4h_s1.0_p6.0_h48_testtest4h45520%+0.234+0.303
volatility_squeeze_break_1.0_6_48_train_traintrain4h396921%+0.269+0.301
volatility_squeeze_break_1.0_4_24_train_traintrain4h396929%+0.281+0.298
volatility_vol_long_1.0_6_48_train_traintrain4h1063321%+0.289+0.296
volatility_squeeze_break_1.0_6_24_train_traintrain4h396926%+0.275+0.296
volatility_vol_long_1.5_6_48_train_traintrain4h1063330%+0.271+0.272
volatility_squeeze_break_1.0_3_48_train_traintrain4h396931%+0.214+0.269
volatility_vol_long_2.0_6_48_train_traintrain4h1063338%+0.263+0.268
volatility_squeeze_break_1.0_3_24_train_traintrain4h396932%+0.223+0.268
volatility_squeeze_break_1.0_3_12_train_traintrain4h396935%+0.218+0.261
volatility_vol_long_1.0_6_24_train_traintrain4h1063328%+0.247+0.244

EDGE = what the rule makes per trade minus what random entries make, in units of the risk taken. Above zero means the pattern pays; near zero means it is noise.