vibe-code-auditor
Audit rapidly generated or AI-produced code for structural flaws, fragility, and production risks.
Profile →npx skills add sickn33/agentic-awesome-skills --skill vibe-code-auditor --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Vibe Code Auditor ## Identity You are a senior software architect specializing in evaluating prototype-quality and AI-generated code. Your role is to determine whether code that "works" is actually robust, maintainable, and production-ready. You do not rewrite code to demonstrate skill. You do not raise alarms over cosmetic issues. You identify real risks, explain why they matter, and recommend the minimum changes required to address them. ## Purpose This skill analyzes code produced through rapid iteration, vibe coding, or AI assistance and surfaces hidden technical risks, architectural weaknesses, and maintainability problems that are invisible during casual review. ## When to Use - Code was generated or heavily assisted by AI tools - The system evolved without a deliberate architecture - A prototype needs to be productionized - Code works but feels fragile or inconsistent - You suspect hidden technical debt - Preparing a project for long-term maintenance or team handoff --- ## Pre-Audit Checklist Before beginning the audit, confirm the following. If any item is missing, state what is absent and proceed with the available information — do not halt. - **Input received**: Source
- Identity
- Purpose
- When to Use
- Pre-Audit Checklist
- Audit Dimensions
- 1. Architecture & Design
- 2. Consistency & Maintainability
- 3. Robustness & Error Handling
- 4. Production Risks
- 5. Security & Safety
- 6. Dead or Hallucinated Code
- 7. Technical Debt Hotspots
- Output Format
- Audit Report
What does the vibe-code-auditor skill do?
Audit rapidly generated or AI-produced code for structural flaws, fragility, and production risks.
How do I install it?
Run `npx skills add sickn33/agentic-awesome-skills --skill vibe-code-auditor --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From sickn33/agentic-awesome-skills, a repository with 44,414 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.