Auditable plans, actual outcomes, rules, hedges, and data requests

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Universe Coverage & Freshness

Schwab verification, broad-screen coverage, hydration freshness, and API delay

Eight Primary Agents

Two independent $100k replicas at each risk tier; AI cost is shown separately from trading performance

AgentRisk / ReplicaDecisionsActual NLV / ReturnAI costEconomic NLV / Return

Risk & Replica Checks

Decision counts and outcomes expose within-tier A/B variability

GroupDecisionsTradesWins / LossesEvaluated P/L

Account-Level Evaluation

Risk-adjusted outcomes, calibration, plan discipline, hedge value, trading friction, and abstention cost for each independent primary agent

AgentDrawdown / downsideEconomic benchmark alphaCalibrationPlan / rule / hedgeMFE / MAETurnover / execution costPlan counterfactualsITT opportunity accountingStatus

Persistent $20k Mechanical Shadows

The same ex-ante primary intents, resized by trusted core code; no extra model calls and no claim of adaptive $20k reasoning

Primary twinRisk / ReplicaShadow NLV / ReturnRealized P/LPositionsOne-unit rejectsStatus

Pre-Registered No-Token Benchmarks

Cash, SPY, monthly 60/40 SPY/IEF, and frozen trend/volatility policies under executable-cost assumptions

BenchmarkValue / cashReturnEligible-session marks / executable costAs ofFrozen definition / mark evidenceStatus

Data & Capability Request Backlog

Studies, instruments, and simulator capabilities requested by the agents

TimeAgentTypeRequestDecision use / fallback

Decision Memoranda

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