audit-feedback-loop

Scan the current repository and score its feedback loop maturity for AI-assisted development.

Instructions

Analyze this repository and score its feedback loop maturity using the levels below. Check for each signal, then output a summary report.

Maturity Levels

Level 0 — Vibes No CI config, no linter rules, no CLAUDE.md. The AI agent is flying blind.

Level 1 — Guardrails Has CI + standard linters, but no custom rules. The agent gets basic feedback but can't learn project-specific conventions.

Level 2 — Architecture as Code Has custom lint rules, CLAUDE.md rules have enforcement annotations. The agent gets rich, project-specific feedback.

Level 3 — The Organism Has CI + custom rules + screenshot/visual tests + observability + scheduled agent tasks. The entire development loop is instrumented.