AI Slop Checks — AI skill for Claude Code
Checklists and skills for Claude Code and Codex that catch AI slop in copy and web design.
How to install AI Slop Checks
This entry records only its repository, not the path inside it, so there is no
exact command to give. Open Boston617Delta/ai-slop-checks and copy the folder into
~/.claude/skills/, or the file into ~/.claude/agents/.
What AI Slop Checks does
Checklists and skills for Claude Code and Codex that catch AI slop in copy and web design.
Alternatives in AI
- Huashu Md HTML — md/html 双向流水线 · 三个能力一站式:万物→md / md→精美html / html→md 889 ★
- Rmslop — Remove AI code slop from current branch 508 ★
- Browser Search — A skill for AI agents: search the web with SearXNG, browse with Camofox, bypass protections with CloakBrowser 499 ★
README
ai-slop-checks
Checklists, plus skills for Claude Code and Codex, that catch the patterns that make copy and web design read as generated. They work best for freelancers, solo marketers, and small agencies who use AI in client work and need every deliverable to sound like a real person who knows the subject.
What's here
| Path | What it is |
|---|---|
copy/ai-copy-tells/ |
A skill for Claude Code or Codex that flags AI writing patterns in marketing copy, quotes each sentence, and rewrites it. |
copy/banned-ai-copy-patterns.md |
The same patterns as a plain checklist, with a prompt you can use in ChatGPT or Claude chat. |
content/ai-content-prepublish-checklist.md |
A gate for AI-assisted blog posts and landing pages before they go live, based on what gets scaled AI content demoted. |
design/ai-design-tells/ |
A skill for Claude Code or Codex for spotting generic, templated design and fixing it without throwing out the brand. |
Install the skills
Both skills work in Claude Code and in Codex. Copy the skill folders into whichever you use:
git clone https://github.com/Boston617Delta/ai-slop-checks.git
# Claude Code
mkdir -p ~/.claude/skills
cp -R ai-slop-checks/copy/ai-copy-tells ai-slop-checks/design/ai-design-tells ~/.claude/skills/
# Codex
mkdir -p ~/.codex/skills
cp -R ai-slop-checks/copy/ai-copy-tells ai-slop-checks/design/ai-design-tells ~/.codex/skills/
Then ask it to "check this draft for AI copy tells" or "review this page for AI design tells." The checklists need no install, and the copy checklist includes a prompt for ChatGPT or Claude chat.
What these checks don't do
None of them can tell whether a person or a model wrote something. They flag patterns that weaken writing and design, whoever produced them, and they leave the decisions to you.
Credits
The copy skill and the banned-patterns checklist are original to this repo, including the specific AI phrases and sentence patterns they flag.
The pre-publ
Related Skills
SDesign
去 AI 味设计系统库 · 6 美学家族 × 64 套设计系统 · 复制一段提示词粘给任意 AI 就出片不飘 · 含在线预览站 Anti-slop design systems for any AI — 64 curat
Drifter
A pip install defense layer that constrains AI coding agents through enforced protocols; not prompts. Pre-flig
Design Slop Skill
Claude Code skill that detects and fixes AI-slop web design: giant border-radius, glassmorphism, glowing borde
Visual Design Kit
A modular design toolkit for AI-assisted brand, web, UX, display and motion projects. Skills, workflows, templ
AI Slop Skill
Catch and fix AI slop in any prose; specific focus on empirical software engineering papers.
Agentic Guardrails
Modular markdown workflow templates to keep AI coding agents from shipping sloppy code. Catch defensive over-e
Related Agents
i18n Reviewer
Reviews UI changes in src/web for i18n mistakes that the type checker can't catch — hard-coded copy in compone
Slop Detector
Adversarial generic-design hunt with fresh context — finds structural, component, visual, copy, interaction, a
Web Design Architect
Directs, builds, and reviews web interfaces with the anti-slop-web system. Use for new pages, apps, dashboards