Asset Versioning And Iteration Tracking

via “git-based iteration memory and causality tracking”

Claude Autoresearch Skill — Autonomous goal-directed iteration for Claude Code. Inspired by Karpathy's autoresearch. Modify → Verify → Keep/Discard → Repeat forever.

Unique: Treats Git commits as first-class memory, with each iteration creating an immutable record that includes metric value, decision logic, and modification summary. Automatic rollback on failure preserves causality without requiring external state stores, and the git log becomes a queryable archive of the entire optimization trajectory.

vs others: Provides built-in crash recovery and audit trail without external databases, whereas most agentic systems require separate logging infrastructure and manual rollback on failure.