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
Decision gist · record as of 2026-03-19
Unslop removes AI writing patterns from docs and blog posts, replacing them with authentic human voice. 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.
Use it when
- Yes.
- Unslop targets significance inflation, vague attributions, em dash overuse, hedging phrases, and formulaic structures.
Verify before relying
Read SKILL.md below before installing (1 file). Open directory: indexed for reading, not audited.
Install
poteto/noodle/unslop · repository language: Go
Open directory. Skills are indexed for reading, not audited. Review a skill's body before installing it.
Frequently 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.
(truncated - see the full file via the links below)
File tree — 1 file
.agents/skills/unslop/SKILL.md
Let your AI agent find skills like this
Example. Real query, live index.
You found this page by searching. An agent finds it by wishing: SkillFed indexes 56,283 agent skills by what they can do, searchable in plain language.
wish › “Remove AI writing patterns and add human voice to documentation and blog content”
Give your agent the search over MCP, or paste the wish link into any chat. No install? Search from any chat →
Related skills
Unslop detects and removes artificial language patterns—puffery, vague attributions, clichéd phrasing, and structural tells—then adds specificity and personality back in. It guides you through scanning for AI markers, rewriting with concrete detail, and letting your actual voice show through.
Humanizer identifies and rewrites AI-generated text patterns to restore natural, human voice. It scans for 28 specific patterns across content, language, style, and communication categories, analyzes statistical indicators like burstiness and vocabulary diversity, and suggests rewrites that preserve meaning while adding authentic personality. Use it to review drafts for AI markers or transform sterile output into writing that sounds like it came from an actual person.
Humanizer identifies telltale signs of artificial writing—promotional language, superficial analysis, excessive em dashes, and AI vocabulary—then rewrites them to sound genuinely human. It goes beyond pattern removal to inject personality and voice, helping you edit drafts, review content, and clean up LLM output into prose that reads like it came from a real person.
Humanize identifies and rewrites text that bears hallmarks of AI generation, replacing patterns like promotional language, superficial analyses, and vague attributions with natural alternatives. The skill preserves meaning while restoring voice and personality—injecting opinions, varying sentence rhythm, and adding specificity where sterile writing would otherwise remain.
Inno Humanizer identifies and eliminates signs of AI-generated writing—including promotional language, vague attributions, excessive em dashes, and superficial analyses—to restore a natural voice to your text. Beyond pattern removal, it helps inject genuine personality and perspective into writing that might otherwise feel sterile or algorithmic.
Humanizer identifies and rewrites AI-generated text patterns to restore natural voice and authenticity. It detects issues like promotional language, superficial analyses, excessive conjunctive phrases, and vague attributions, then replaces them with genuine alternatives. Beyond pattern removal, it helps inject personality and human perspective back into writing.
More skills De Slopify (unlicensed) · fuck-slop (MIT) · writing-clearly-and-concisely (MIT) · Un Ai Writing (unlicensed)