AI Slop Magic Eraser
Strips the tells of machine-generated writing from a document while preserving its meaning exactly, then corrects errors, hallucinations, contradictions and unrequested inventions. Removes hedging, sycophancy, meta-commentary, inflated register, formulaic cadence, em dashes, emojis and decorative symbols, and equally fixes the opposite failure - clipped aphoristic prose that asserts instead of informs. Use when text is described as reading like AI, like ChatGPT, generic, templated, bloated, corny, cringe, or "not how I talk"; when it reads as clipped, punchy, noir, hardboiled, over-confident, preachy, or like it is performing authority; when polishing any model-drafted README, spec, ADR, PR description, report, email or client deliverable before it ships; when asked to de-slop, tighten, clean up, or humanize writing; and when reviewing prose a model produced for anything it invented or contradicted. Read it BEFORE drafting a document someone else will read, not only after. Ships a deterministic linter (scripts/slop_check.py) for the countable tells; the judgment calls stay in the procedure. Not for changing what a document argues, and not for code logic.
Security AStatic scan found no risk patternsHow grading works ›
From the source SKILL.md
Model prose fails in a predictable way. It does not make mistakes so much as make the average: the most likely phrasing, the most balanced structure, the most agreeable tone. The result reads fluent and says less than it appears to.
What this skill does
AI Slop Magic Eraser is a community-contributed Claude Code skill in the linters-formatters sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/ai-slop-magic-eraser/ and loads when your prompt matches the skill's trigger.
When to invoke it: Use when text is described as reading like AI, like ChatGPT, generic, templated, bloated, corny, cringe, or "not how I talk"; when it reads as clipped, punchy, noir, hardboiled, over-confident, preachy, or like it is performing authority; when polishing any model-drafted README, spec, ADR, PR description, report, email or client deliverable before it ships; when asked to de-slop, tighten, clean up, or humanize writing; and when reviewing prose a model produced for anything it invented or contradicted. Read it BEFORE drafting a document someone else will read, not only after.
Who uses this skill
The AI Slop Magic Eraser Claude Code skill is built for developers, power users, and teams automating repetitive workflows and improving developer experience. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 174,000+ 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-magic-eraser
curl -L https://claudskills.com/skills/ai-slop-magic-eraser/SKILL.md \
-o ~/.claude/skills/ai-slop-magic-eraser/SKILL.md
Or just download SKILL.md directly and drop it into ~/.claude/skills/ai-slop-magic-eraser/. Claude Code auto-discovers it on next session.
Skills live at ~/.claude/skills/ai-slop-magic-eraser/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\ai-slop-magic-eraser\SKILL.md on Windows. See the full install guide for step-by-step instructions.
Telegram
📱 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.
Frequently asked questions
How do I install the AI Slop Magic Eraser Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy
SKILL.md from the source repository to
~/.claude/skills/ai-slop-magic-eraser/SKILL.md and restart Claude Code. Both flows are detailed at
claudskills.com/install/.
What does the AI Slop Magic Eraser skill do?
Strips the tells of machine-generated writing from a document while preserving its meaning exactly, then corrects errors, hallucinations, contradictions and unrequested inventions. Removes hedging, sycophancy, meta-commentary, inflated register, formulaic cadence, em dashes, emojis and decorative symbols, and equally fixes the opposite failure - clipped aphoristic prose that asserts instead of informs. Use when text is described as reading like AI, like ChatGPT, generic, templated, bloated, corny, cringe, or "not how I talk"; when it reads as clipped, punchy, noir, hardboiled, over-confident, preachy, or like it is performing authority; when polishing any model-drafted README, spec, ADR, PR description, report, email or client deliverable before it ships; when asked to de-slop, tighten, clean up, or humanize writing; and when reviewing prose a model produced for anything it invented or contradicted. Read it BEFORE drafting a document someone else will read, not only after. Ships a deterministic linter (scripts/slop_check.py) for the countable tells; the judgment calls stay in the procedure. Not for changing what a document argues, and not for code logic.
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 Magic Eraser skill?
Use AI Slop Magic Eraser when your Claude Code task falls under the Dev Tools category — specifically in the linters formatters 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 Magic Eraser" or describe the task and let Claude pick). Browse related skills at
/category/tools/.
What is a Claude Code skill and how does the AI Slop Magic Eraser 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 Magic Eraser is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Dev Tools category. Learn more at
/learn/what-is-a-claude-skill/.
Attribution & license
Cite this skill
If you reference this skill in a blog post, paper, or documentation, you can cite it as:
APA
anton-winter-arch. (2026). AI Slop Magic Eraser [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/ai-slop-magic-eraser/
BibTeX
@misc{ai-slop-magic-eraser-2026,
author = {anton-winter-arch},
title = {AI Slop Magic Eraser [Claude Code skill]},
year = {2026},
publisher = {ClaudSkills},
url = {https://claudskills.com/skills/ai-slop-magic-eraser/}
}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
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Security scan
Grade A · scanned 2026-08-02 — 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):
[](https://claudskills.com/skills/ai-slop-magic-eraser/#security)
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