audit-vibecode-patterns
CommunityExpose AI-sourced code slop before it ships.
Software Engineering#code-quality#static-analysis#code-review#code-patterns#ai-generated#slop-patterns
AuthorShankulkarni
Version1.0.0
Installs0
System Documentation
What problem does it solve?
AI-generated code often includes subtle scaffolding, leftover patterns, and hardcoded placeholders that look functional but are risky in production. This skill detects these slop patterns before they reach users, reducing silent defects and maintenance toil.
Core Features & Use Cases
- Pattern detection: flags AI scaffolding, mock data, placeholder text, unused or dead code, and misused environment values.
- Code-quality guardrails: surfaces risky patterns that degrade reliability, security, or readability during code reviews or pre-release audits.
- Use Case: during a PR review, run the detector to surface files containing placeholder bodies or hardcoded URLs and confirm remediation before merge.
Quick Start
Run the vibecode pattern detector on your codebase to surface AI-generated slop before merging.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: audit-vibecode-patterns Download link: https://github.com/Shankulkarni/vibe-audit/archive/main.zip#audit-vibecode-patterns Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.