remove-ai-slop

Audit UI and copy for AI-generated design and writing tells, then apply approved fixes.

3|1|Updated Aug 23, 2025
One-click install
npx skills add https://github.com/samuelpatro/.claude --skill remove-ai-slop-samuelpatro
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: remove-ai-slop
Source: https://github.com/samuelpatro/.claude/tree/main/skills/remove-ai-slop
Command: npx skills add https://github.com/samuelpatro/.claude --skill remove-ai-slop-samuelpatro

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Interfaces and marketing copy often ship with recognizable AI-generated patterns: gradient hero text, generic three-card layouts, buzzword-laden prose, and placeholder content. This Skill audits your UI, docs, or prose for these tells, grades each finding by confidence, and fixes only what you approve. ## Core Features & Use Cases - Graded audit: Every finding is classified as HARD BAN, STRONG PRESUMPTION, or CONTEXTUAL SIGNAL, with file:line citations and exact snippets, so you know what is objectively wrong versus stylistically suspicious. - Approval-gated edits: Nothing changes until you review before/after previews and explicitly confirm; blocked fixes are marked rather than filled with invented content. - Full-spectrum coverage: Checks layout, color and effects, typography, motion, and copy, including rendering web pages to verify visual findings and re-verifying after fixes are applied. - Use Case: You built a landing page quickly with AI assistance and it feels generic. Run the audit to get a numbered list of slop tells (gradient headline, "seamless" copy, staggered fade-ins), preview each fix, and apply only the ones you approve. ## Quick Start Audit my landing page for AI-generated design and copy tells and show me the findings before changing anything.

Frequently Asked Questions about remove-ai-slop

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I remove AI-generated patterns from my landing page?▼

Run an audit that checks layout, color, typography, motion, and copy against known AI tells like gradient hero text, three-card feature grids, and buzzword copy. Each finding is graded by confidence and shown as a before/after preview, and only approved fixes are applied.

What are common signs that copy was written by AI?▼

Common tells include content-free sentences, rule-of-three phrasing, buzzwords like seamless or leverage, stacked hedges, and text any three unrelated products could use unchanged. The audit applies deletion, swap, proof, and state tests to message blocks rather than flagging single words.

Does the audit change my files automatically?▼

No. Every fix is previewed as a before/after diff with reasoning, and edits are applied only after you explicitly confirm which numbered fixes to apply. Fixes requiring unknown real content are marked blocked instead of inventing replacement text.

Can it check visual design issues or only text?▼

It covers both. For web targets it renders pages and screenshots affected states to verify visual patterns like glassmorphism, stacked decorative effects, and default component styling, since class names alone do not prove a pattern dominates the page.

Will it flag my intentional design choices as slop?▼

Deliberate, consistent choices are preserved and listed under a kept-on-purpose section. Findings require evidence like repetition, missing semantic roles, or mismatch with brand tokens, and isolated neutral vocabulary is not reported as a finding.