← ClaudeAtlas

ai-auditlisted

Detect and report AI fingerprints / slop in projects. Run a comprehensive audit looking for the recognizable tells of AI-generated content across three dimensions: COPY (em dashes, LLM prose tics, marketing buzzwords, aphoristic cadence), DESIGN (overused fonts, gradient text, glassmorphism, card-grid patterns, AI color palettes), and CODE (verbose AI-style comments, over-engineering, generic naming, hallucinated imports). Auto-detects the right mode from context — override with --mode copy|design|code|full. Always use this when the user says "audit", "ai slop", "ai fingerprints", "quality check", "review this page", "check for ai", "remove ai tells", or expresses concern that something looks/sounds like it was generated by AI.
Ajeesh25353646/claude-skills · ★ 0 · AI & Automation · score 72
Install: claude install-skill Ajeesh25353646/claude-skills
# AI Audit Skill Audit any project or piece of content for recognizable AI fingerprints — the visual, copy, and code patterns that AI models default to. The skill produces a structured report you can act on directly. ## How Mode Detection Works The skill picks the right audit scope automatically, using this priority: 1. **User's explicit words** — "audit this landing page" → `design+copy`. "check this function" → `code`. "audit everything" → `full`. 2. **Files in context** — if the user attached / mentioned specific files, peek at their extensions and content to guess the mode. 3. **Project scan** — glance at the directory structure. `.py`/`.js`/`.ts` files suggest code. `.html`/`.css`/`.jsx` suggest design. `.md`/`.txt` suggest copy. 4. **Fallback** — if nothing is clear, run `full` (all three modes). **Override**: Pass `--mode copy`, `--mode design`, `--mode code`, or `--mode full` to force a specific scope. When the mode is ambiguous (e.g., user just says "audit this" with nothing else to go on), ask briefly rather than guessing wrong. ## Workflow When invoked, follow these steps: ### 1. Determine Scope Figure out the mode. If forced via `--mode`, use that. Otherwise, apply the priority chain above. If truly ambiguous after checking, ask. ### 2. Load Reference Rules Based on the mode, read the relevant reference file(s): | Mode | Reference file | What it covers | |------|---------------|----------------| | copy | `references/copy-fingerprints.md` | LLM prose t