Re-executes every backtest, signal, and evaluation — from raw data to report — with verifiable determinism.
Quantitative research that cannot be re-executed from raw data cannot be audited and carries legal risk.
Deterministic end-to-end pipeline with seeding, data versioning, artifact hashing, and report regeneration.
Publishable results become defensible; every conclusion can be reproduced bit-for-bit.
Ingest → normalize → walk-forward engine → evaluate → hashed artifact registry.
src/ src/ingest/ src/walkforward/ src/evaluate/ src/ledger/ tests/
{ dataset, config }{ report, hashes, run_id }import { runResearch } from './src'Node.js 20+ · v1.0.0
Bundled suite (node --test)
Proprietary non-exclusive (GENESIS commercial license)
GENESIS Direct: Active · private · automatic · USDC on Base