Anti-Slop

by rand

Anti-Slop is a Quality skill for Claude Code, published by rand in cc-polymath.

175 stars12 forkson rand/cc-polymathAdded 2026/09/07+29% in starsRepository updated 2026/02/28

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aiclaude-codeskills

Install in seconds

Install Anti-Slop

Copy Anti-Slop into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/rand/cc-polymath/tree/main/skills/anti-slop ~/.claude/skills/anti-slop

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/rand/cc-polymath.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: skills/anti-slop/SKILL.md in rand/cc-polymath
Installs to: ~/.claude/skills/anti-slop
Collection: One of 25 skills cataloged from this repository
Category: Quality — 1817 skills

What Anti-Slop does

Anti-Slop detects and removes generic AI-generated patterns in text, code, and design. Use it to review AI output, clean up content, and enforce more specific quality standards.

Anti-Slop is cataloged under Quality on DirSkills. Anti-Slop comes from a repository tagged ai, claude-code and skills.

Documentation

README

Excerpt

Anti-Slop Skill

Detect and eliminate generic AI-generated patterns ("slop") across natural language, code, and design.

What is AI Slop?

AI slop refers to telltale patterns that signal low-quality, generic AI-generated content:

Text: Overused phrases like "delve into," excessive buzzwords, meta-commentary
Code: Generic variable names, obvious comments, unnecessary abstraction
Design: Cookie-cutter layouts, generic gradients, overused visual patterns

This skill helps identify and remove these patterns to create authentic, high-quality content.

When to Use This Skill

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Anti-Slop

What else does rand publish alongside Anti-Slop?
Anti-Slop is one of 25 skills that DirSkills catalogs from rand/cc-polymath, the repository it ships in. Its siblings there include API Discovery, Agentic Workflow Discovery and CICD Discovery. Each one is a separate skill with its own page in this directory, installs the same way Anti-Slop does, and is maintained by rand in that same repository. The rest of the collection is listed on the rand/cc-polymath page.
How does Anti-Slop compare to other Quality skills?
Anti-Slop ranks #1710 by stars among the 1817 Quality skills in this catalog. The most-starred ones next to it are Benchmark, Benchmark Optimization Loop and API Design Patterns. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Anti-Slop against them. Open each page to compare what they document and how they install.