ClaudSkills / Growth & Marketing / content-marketing

AI Slop Reviewer

Q: What is a Claude Code skill and how does the AI Slop Reviewer skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. AI Slop Reviewer is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Growth & Marketing category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: Growth & Marketing · Sub-category: content-marketing · Last updated: 2026-05-28

type:review

Detects and eliminates AI slop patterns from any text output. Scans for generic filler phrases, hollow adjectives, structural laziness, and robotic cadence that signal AI-generated writing. Run this after any content-creation or copywriting task. Use when user asks about ai slop, ai writing review, text quality check, writing polish, 텍스트 품질, AI 패턴 검사, 슬롭 검사, 글쓰기 품질, AI 글 검토, 문체 교정, 자연스러운 글, 인간 문체, or 글 다듬기.

Security AStatic scan found no risk patternsHow grading works ›

About this skill (catalog notes)

AI Slop Reviewer includes at least one code block. At roughly 1,887 words the SKILL.md is on the longer end of the catalog distribution.

Source: github.com/Yoodaddy0311/artibot
Original author: Yoodaddy0311
Indexed lastmod: 2026-05-28
Catalog position: Growth & Marketing · content-marketing
Indexed related skills: 10

How AI Slop Reviewer fits the catalog

AI Slop Reviewer sits in the Growth & Marketing category under the content-marketing sub-topic in the ClaudSkills catalog. There are 10 related skills indexed alongside it; comparing a few before installing usually reveals which fits your workflow best.

These notes are auto-generated from features detected in the SKILL.md file and from this catalog's structure — they aren't part of the source repository.

What this skill does

AI Slop Reviewer is a community-contributed Claude Code skill in the content-marketing sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/ai-slop-reviewer/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when user asks about ai slop, ai writing review, text quality check, writing polish, 텍스트 품질, AI 패턴 검사, 슬롭 검사, 글쓰기 품질, AI 글 검토, 문체 교정, 자연스러운 글, 인간 문체, or 글 다듬기.

Who uses this skill

The AI Slop Reviewer Claude Code skill is built for growth marketers, product-led growth teams, founders running experiments, and performance marketing teams. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 115,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/ai-slop-reviewer
curl -L https://claudskills.com/skills/ai-slop-reviewer/SKILL.md \
  -o ~/.claude/skills/ai-slop-reviewer/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/ai-slop-reviewer/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/ai-slop-reviewer/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\ai-slop-reviewer\SKILL.md on Windows. See the full install guide for step-by-step instructions.

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the AI Slop Reviewer Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/ai-slop-reviewer/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the AI Slop Reviewer skill do?

Is this skill free to install?

Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.

When should I use the AI Slop Reviewer skill?

Use AI Slop Reviewer when your Claude Code task falls under the Growth & Marketing category — specifically in the content marketing area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use AI Slop Reviewer" or describe the task and let Claude pick). Browse related skills at /category/growth/.

What is a Claude Code skill and how does the AI Slop Reviewer skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. AI Slop Reviewer is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Growth & Marketing category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Source: https://github.com/Yoodaddy0311/artibot/blob/HEAD/plugins/artibot-cowork/skills/ai-slop-reviewer/SKILL.md
Author: Yoodaddy0311
Website: https://github.com/Yoodaddy0311/artibot

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA

Yoodaddy0311. (2026). AI Slop Reviewer [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/ai-slop-reviewer/

BibTeX

@misc{ai-slop-reviewer-2026,
  author    = {Yoodaddy0311},
  title     = {AI Slop Reviewer [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/ai-slop-reviewer/}
}

Embed this skill

Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →

Badge

[![ClaudSkills](https://claudskills.com/badge/ai-slop-reviewer.svg)](https://claudskills.com/skills/ai-slop-reviewer/?utm_source=badge&utm_medium=readme&utm_campaign=skill_badge)

Security scan

Grade A · scanned 2026-06-13 — free static scan against the OWASP Agentic Skills Top 10.

No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›

✓ Prompt injection
✓ Data exfiltration
✓ Supply chain
✓ Reverse shell
✓ Credentials
✓ Execution
✓ Filesystem
✓ Persistence
✓ Obfuscation
✓ Network

Show this grade on your repo (click to copy):

[![Security: A](https://img.shields.io/badge/Security-A-2e7d32)](https://claudskills.com/skills/ai-slop-reviewer/#security)

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