vibe-audit SKILL.md skillA
vibe-audit from nateslabach/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add nateslabach/skills/vibe-audit@git:20260521.56c95c5Pins git:20260521.56c95c5 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- nateslabach/skills
- Path
skills/vibe-audit/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260521.56c95c5, committed May 21, 2026
- Size
- 4,429 bytes
- Repository stars
- 6
- License
- MIT
Runs a comprehensive 20-point code quality audit on a "vibe-coded" codebase that was shipped fast and now needs hardening. Use this skill whenever the user mentions vibe coding, vibe audit, code audit, code review, code cleanup, hardening a prototype, productionizing a codebase, technical debt cleanup, or asks Claude to "audit my code", "review my codebase", "clean up my project", or check a freshly-shipped project for common quality issues. Also use when a user shares a repo and asks what's…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Vibe Audit A 20-point audit for codebases that were shipped fast and need hardening. Work through every check in order. For each check: search the codebase, report findings with file paths and line numbers, then apply the fix (or propose it clearly if the change is large). Do not skip checks — report "none found" rather than omitting. ## The 20 Checks 1. **Duplicate utilities.** Search for duplicate utility functions across the codebase. Consolidate all duplicates into a single shared utility file and update every import. 2. **Secrets in config.** Scan all committed config files for secrets or credentials. Flag anything that should have been an environment variable and move it. 3. **Giant functions.** Find any functions over 400 lines. Break them into smaller, single-responsibility functions with clear, descriptive names. 4. **Giant components.** Find any component over 200 lines. Split data fetching, business logic, and UI into separate layers. 5. **Dead code.** Scan for functions and variables that are defined but never called or referenced. Remove all dead code and flag anything that's unclear. …
Read the whole file at its exact version.
How to install
mdr add nateslabach/skills/vibe-audit@sha256:6d5e40466e9e8b14The line at the top of this page pins the label git:20260521.56c95c5, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_elvhiipukx6izbdr)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on May 21, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (4429 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
nateslabach/skills · 6 stars · license MIT · pushed 2026-09-29 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_elvhiipukx6izbdr GET https://markdownregistry.com/api/v1/resolve?ref=nateslabach/skills/vibe-audit GET https://markdownregistry.com/api/v1/blob/6d5e40466e9e8b14893488e3aed77c2dfbf6decfb35dd341cd618528f6a0350b
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.