unslop
Unslop scans prose for AI-generated patterns—from significance inflation and vague attributions to em dash overuse and hedging—then rewrites for authentic voice. It goes beyond pattern removal by adding specificity, opinion, and rhythm where sterile writing would otherwise remain obvious. Use it on docs, READMEs, and blog posts to sound genuinely human.
Unslop removes AI writing patterns from docs and blog posts, replacing them with authentic human voice.
AI-generated summary based on this skill's SKILL.md
Install
poteto/noodle/unslop · repository language: Go
git clone https://github.com/poteto/noodle
cp -r noodle/.agents/skills/unslop ~/.claude/skills/unslopnpx skillfed install poteto/noodle/unslopFrequently asked questions
AI-generated answers based on this skill's SKILL.md and metadata
How does unslop remove AI writing patterns from my text?
Unslop scans prose for telltale AI markers—significance inflation, vague attributions, em dash overuse, hedging, and formulaic structures—then rewrites them out. Rather than just flagging problems, unslop actively transforms sterile passages into authentic voice by adding specificity, opinion, and natural rhythm. The result reads like a real person wrote it, not a language model.
Can unslop make my blog post sound more human?
Yes. Unslop is built for exactly that task. It detects and eliminates corporate jargon, puffery, and robotic language tells that make writing feel generic or over-polished. Whether your blog post started as AI-generated content or just reads too stiff, unslop rewrites it for authenticity and engagement.
What AI writing tells does unslop detect and fix?
Unslop targets significance inflation, vague attributions, em dash overuse, hedging phrases, and formulaic structures. It also catches corporate jargon and AI vocabulary that creeps into documentation and blog content. By eliminating these patterns and replacing them with genuine voice, unslop transforms obviously AI-written prose into text that sounds natural and opinionated.
Is unslop useful for cleaning up documentation and READMEs?
Unslop works well on any prose that needs to sound less robotic—READMEs, docs, blog posts, and more. It removes the sterile, over-hedged tone that often plagues technical writing and replaces it with clarity and personality. The result is documentation that feels written by a human who actually knows the subject.
How does unslop add voice to sterile writing?
Unslop doesn't just strip out AI patterns; it rewrites for specificity, opinion, and natural rhythm. Where sterile writing would hedge or inflate significance, unslop adds concrete detail and authentic perspective. The editing goes beyond pattern removal to inject genuine human voice into the prose.
What license does unslop use?
Unslop is released under the MIT license, making it free to use, modify, and distribute for both personal and commercial projects.
SKILL.md
rendered from the published skill — quoted content, verbatim
Unslop
Edit text to remove AI patterns and add human voice.
Process
- Scan for the patterns below
- Rewrite — preserve meaning, match intended tone
- Add soul (see next section)
- Self-audit: "What makes this obviously AI generated?" Fix remaining tells.
Adding soul
Removing patterns is half the job. Sterile, voiceless writing is just as obvious.
- Have opinions. React to facts instead of neutrally listing pros and cons.
- Vary rhythm. Short sentences. Then longer ones that take their time. Mix it up.
- Acknowledge complexity. "Impressive but also kind of unsettling" beats "impressive."
- Use "I" when it fits. First person isn't unprofessional.
- Let some mess in. Perfect structure feels algorithmic.
- Be specific. Not "this is concerning" but "there's something unsettling about agents churning away at 3am."
Patterns to detect and fix
Content
1.
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.agents/skills/unslop/SKILL.md