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AI Slop Audit

Agent skill
1 skill

Standalone post-generation QA pass that lints any frontend output (HTML/JSX/Vue/Svelte/CSS) against the named anti-pattern catalogue and proposes specific rewrites with severity rating. Use after any UI generation that didn't pass through ui-expert (so existing impeccable, frontend-design, hand-written code, AI-pasted code, contractor work) to catch the "AI made that" tells. Use proactively when output reads as templated, generic, or stock. Returns a verdict — pass / warn / fail — plus a diff-style list of findings, each with diagnosis, evidence, and the specific rewrite from the catalogue. Not a full design critique — narrow lint against known-slop patterns.

Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI

Supported by the Atlas install prompt. Skill-specific requirements vary.

Skill stats

Skills1CategoryEngineeringStars0

About this skill

Standalone post-generation QA pass that lints any frontend output (HTML/JSX/Vue/Svelte/CSS) against the named anti-pattern catalogue and proposes specific rewrites with severity rating. Use after any UI generation that didn't pass through ui-expert (so existing impeccable, frontend-design, hand-written code, AI-pasted code, contractor work) to catch the "AI made that" tells. Use proactively when output reads as templated, generic, or stock. Returns a verdict — pass / warn / fail — plus a diff-style list of findings, each with diagnosis, evidence, and the specific rewrite from the catalogue. Not a full design critique — narrow lint against known-slop patterns.

Quick start

  1. Copy the install prompt. Use the green button above this README.
  2. Send it to your agent. Paste it into your coding agent’s chat and send.
  3. Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
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About this listing

Category
Engineering
Reported license
MIT
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
AI Slop Audit | Agent Skills Atlas