Runs ~20 options strategies against live market data in shadow mode, records every hypothetical fill under worst/base/optimistic assumptions, and grades each with anytime-valid e-processes. Places no orders.

A diagnostic framework defining irreversible growth as the contraction of accessible future states under entropy constraints.

Champion/challenger pricing framework — shadow mode, SHA-256 routing, SQLite quote log, bootstrap LR test, ENBP audit (146 tests)

Marketplace refund-policy toolkit with evidence matrices, guardrails, simulator flows, and a Node shadow-mode evaluator.

BitMEX Testnet research bot with fail-closed reconciliation, risk gates, a private read-only dashboard, and dependency security auditing.