What problem does it solve?
This Skill delivers a brutally honest, evidence-based code and repository audit for engineers who need a top-tier craft judgment instead of a polite checklist.
Core Features & Use Cases
- Deep Repository Critique: Evaluates architecture, structure, naming, error handling, testing, performance, security, DX, git discipline, and consistency.
- AI Fingerprint Detection: Spots signs of boilerplate repetition, over-commenting, inconsistent abstraction levels, and other patterns that suggest generated or low-craft code.
- Actionable Transformation Plan: Ends with a non-lazy route to 10/10 that explains what to change, why it matters, what not to do, and how to prove the work is done.
- Use Case: Use it when you have a repo that looks functional but you want an expert-level verdict on whether it is genuinely impressive, maintainable, and worth showing to strong engineers.
Quick Start
Ask the skill to audit the repository you want reviewed and return the full Jaw Drop Audit with evidence, scores, AI fingerprint findings, and a 10/10 transformation plan.
