vc:autoresearch — Autonomous Optimization Loop

Constraint + Mechanical Metric + Fast Verification = Autonomous Improvement

When to Use

• Improve a measurable metric (test coverage, bundle size, ESLint errors, Lighthouse score, etc.)
• Autonomous execution over N iterations without manual intervention
• Git-tracked experiments where you want rollback on regression
• Exploring a search space of code changes with consistent evaluation

When NOT to Use