AI Slop Detector — AI skill for Claude Code
A Claude Code and Codex skill that audits websites, UI, decks, and writing for AI-slop patterns (generic layouts, stock phrases, fabricated stats) and gives concrete fixes instead of vague feedback.
How to install AI Slop Detector
This entry records only its repository, not the path inside it, so there is no
exact command to give. Open DefiTanjiro/ai-slop-detector and copy the folder into
~/.claude/skills/, or the file into ~/.claude/agents/.
What AI Slop Detector does
A Claude Code and Codex skill that audits websites, UI, decks, and writing for AI-slop patterns (generic layouts, stock phrases, fabricated stats) and gives concrete fixes instead of vague feedback.
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README
AI Slop Detector
A skill for Claude Code, Claude.ai, Cursor, and other [Agent Skills](https://agentskills.io)–compatible agents that catches "AI slop" — the generic visual, structural, and writing defaults that make websites, decks, UI, images, and copy read as templated AI output instead of something made for a specific product or brand.
[](https://skills.sh/DefiTanjiro/ai-slop-detector)
What it does
- While creating a landing page, app UI, slide deck, poster, README, marketing copy, cover letter, or blog post, the agent checks its own output against the checklist before presenting it, and deliberately breaks the most common defaults instead of reaching for them.
- On request, it audits an existing design, screenshot, deck, image, or piece of writing and reports back which patterns are present, where, and how to fix them.
Covers ~100 patterns across 20 categories: palette & background, typography, layout & card style, hero-section formula, iconography, UI decoration, motion, content structure, fabricated content & social proof, generic CTAs, decorative mismatch, rhetorical inversion ("it's not just X, it's Y"), sentence rhythm, stock phrases & transitions, word choice, structural padding, unsourced authority, fake human voice, AI image/photo artifacts, and presentation decks. See [`references/patterns.md`](references/patterns.md) for the full list.
Install
npx skills add DefiTanjiro/ai-slop-detectorOr point an agent at it directly without installing:
npx skills use DefiTanjiro/ai-slop-detector | claudeLicense
MIT
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