Trading Bot HQModels & runsTestsResearchShadow paper

Improvement Engine — Version Change Log

Champion/challenger protocol per brief §7. One entry per version. One change per version. Pre-registration is written BEFORE testing (§7.3.1) — a challenger without a dated pre-registration block is invalid.

Challenger pre-registrations live in challengers/ as one file each: challengers/YYYY-MM-DD-<slug>.md containing: hypothesis, exact rule change, deciding metric, required sample size, pass threshold, data segment used (and that segment's remaining iteration budget of 3).


v0 — (not yet created)

The first champion is the formalized core from Phase 4, frozen and hashed. No versions exist until then.

Field Value
Version hash —
Date frozen —
Rules/params pinned —
Gate prompt + model version —
Cost model version —
Change from previous — (genesis)
Pre-registration file —
Result vs pre-registration —