← Scalper v4 v4

Graduation report

Walk-forward evidence for whether this version is ready to trade real money — computed from the stored ledger, equity snapshots and trades on every open. Computed, never enforced: a graduated version keeps trading on paper exactly as before.

Checked 2026-09-25 10:47 UTC · confirmations: 0 of 2 consecutive B-windows

Insufficient data: 10 of 13 ledger days populated

Walk-forward windows

No slot has been evaluated yet.

Minimums

Evidence from the most recent evaluable slot.

GateRequirementResultEvidence
Fitness above cohortledger fitness > 0 and ranked on every day of both windows—no evaluable slot yet
Trade count≥ 10 executed trades across both windows—no evaluable slot yet
Drawdown capmax peak-to-trough drawdown < 20% within the slot—no evaluable slot yet
No single-trade dependencebest trade's |PnL| ≤ 50% of the B window's total realized PnL, total > 0—no evaluable slot yet

Decision sample

Up to 12 most recent judged turn moves — the human-auditable sample.

WhenAssetVerdictReasonJudge
9/23/2026, 12:11:09 AMETHholdETH golden cross is real but the gap is only 0.05% — noise, not signal. CFTC scrutiny on Kalshi ether perps is a mild…LLM Judge
9/22/2026, 11:41:09 PMETHholdETH golden cross is real but thin (0.08% gap) and ETH is the weaker leg today at -0.9%. Lot is up ~5%, no reason to c…LLM Judge
9/22/2026, 8:11:07 PMETHholdETH golden cross is still alive but the gap has thinned to 0.1% and price is -1.2% on the day; the probe position is …LLM Judge
9/22/2026, 7:41:07 PMETHholdETH's 15m golden cross is still alive but the gap is razor-thin (0.15%) and price is slightly red on the day; the exi…LLM Judge
9/22/2026, 7:10:40 PMETHholdETH golden cross is live but the gap is razor-thin (0.08%) and price is slightly red on the day; the existing probe s…LLM Judge
9/22/2026, 6:10:40 PMETHholdETH golden cross from last turn is still holding and price is flat at $2,748. Token probe already in; let it breathe …LLM Judge

Risks

  • Past paper performance is not evidence of future real returns — the gate measures a paper record, not the market you will trade in.
  • Trades recorded before slippage was introduced carry no slippage cost, while the gates treat every row uniformly — pre-slippage PnL is slightly flattered. Slippage applies going forward only.
  • Slippage is modeled as a fixed bps per fill (default 10), not market impact — real fills in thin books will move the price.
  • Paper fills include fees and slippage but not partial fills or funding.
  • Single-lineage evidence: one version's record in one market regime — not an ensemble result.
  • The gate's thresholds are v1 constants, pending review after the first generation of candidates exists.
LLM off — the engine is running mechanically