selfcap top_k at 3 unless drawdown stays under the limit — wide baskets diluted the per-name edge in testing.
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validatedThe validated edges are momentum with risk-managed intraday exits (Scanner 5m-exec) and crypto trend on BTC/ETH. Build near these.
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rejectedAlready verified and REJECTED — universe expansion to 1000, new-listing pickup, news/sentiment ranking, sector caps, regime filters, 5% take-profit, gap-fade (all thresholds). Don't re-propose without new evidence.
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benchmarkFriction-robust ≠ beats the benchmark. Long-only factor tilts survived friction but still lost to SPY in 2016-26. Clearing the cost floor is necessary, not sufficient.
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survivorshipNever rank/select on today's-liquid universe. It printed a fake +1400% momentum result; point-in-time corrected it to ~13% that loses to SPY. Always point-in-time.
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edge-per-tripFriction survival = edge-per-trip ÷ cost-per-trip, NOT how many legs pay. A 3,300-trip, ~0.17%/trip coin-flip can't absorb ~0.19%/trip exit cost. Avoid thin-edge high-frequency mean-reversion.
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frictionA backtest at default 4 bp friction is meaningless for any strategy whose exits are market/touch-stops. Always verify at realistic friction (~38 bp RT intraday, ~12 bp RT daily-close). EOD and GapFade both inverted from big positive to negative under this and lost real money.
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Recent cycles
2026-06-28 20:23 UTC · verdict=REJECT equity=$100,000 dd=+0.0%