autoresearch

Autonomous goal-directed iteration loop: modify, verify, keep/discard against a metric or a checkable success predicate, with bounded cycles, plateau/ceiling backstops, safety-screened commands, and a ship gate that never auto-approves. Use for iterate-and-verify improvement loops, multi-bug zeroing, security hardening loops, and regression-gated shipping. Not for one-shot questions, single-bug diagnosis without a…