unslop

Removes AI writing patterns from English text across typography, vocabulary, and structure.

67|5|Updated Jul 14, 2026
One-click install
npx skills add https://github.com/asavvin-pixel/unslop --skill unslop-asavvin-pixel
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: unslop
Source: https://github.com/asavvin-pixel/unslop
Command: npx skills add https://github.com/asavvin-pixel/unslop --skill unslop-asavvin-pixel

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? AI-generated and AI-edited text carries detectable patterns—clichéd vocabulary, template paragraph structures, over-explained conclusions, and invented specifics—that make it read as machine-written. Simple word-swapping humanizers fail because the durable signal is structural, not lexical. ## Core Features & Use Cases - Three-level editing: Fixes typography and mechanics (em dashes, Title Case headings, markdown debris), vocabulary and rhetoric (19 stop-list categories with before/after fixes), and structure and epistemics (paragraph symmetry, hedging economy, no invented facts). - Voice calibration: Learns your personal writing style from 3–5 sample texts and saves a reusable profile to references/style-profile.md, so edits match your voice instead of a generic default. - Three edit modes: Free edit (deletes filler, text may shrink), careful edit (preserves structure and 80–110% of length), and minimal edit (only unambiguous AI constructions). - Use Case: Paste an AI-drafted blog post and ask to humanize it; the skill rewrites it with varied sentence rhythm, real specifics only, no self-summarizing paragraphs, and runs a grep-based final check for residual markers. ## Quick Start Ask the AI to unslop or humanize your English text, for example by saying "unslop this" followed by the text you want rewritten.

Frequently Asked Questions about unslop

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I make AI-generated text sound human?

Paste the text and ask to humanize or unslop it. The skill rewrites across three levels: typography fixes, a 19-category vocabulary stop list, and structural changes like varied paragraph shapes and honest hedging, then runs a final grep-based check.

Why doesn't swapping words like delve fix AI writing?

A 2026 UMD and Google DeepMind study of 61,608 texts showed surface editing barely reduces structural detection, from 95.5% to 93.9%. The durable signal is how text is built: template paragraphs, chewed conclusions, and invented specifics, which word swaps never touch.

Can the skill match my personal writing style?

Yes. Say "calibrate to my style" and provide 3–5 texts you wrote yourself, totaling 2,000+ words. The skill extracts your typography, vocabulary, rhythm, and habits into an editable style-profile.md file that overrides defaults on future edits.

Does this help bypass AI detectors?

No, and that is deliberate. The skill does not target detectors, which err in both directions. Its goal is text that reads well to a human reader, with honest claims and no invented facts, not text engineered to fool a classifier.

What are the limitations of AI text humanizing?

The skill cannot add substance that is missing: if the source has no facts, the output is an honest short text plus a list of gaps. It also cannot imitate another named author, and its epistemics rules against invented specifics cannot be switched off.

Does it work for languages other than English?

No, the wordlists and conventions are English-specific. For Russian text, the documentation points to a sister skill called ochelovech, since Russian AI writing has its own lexicon and tells that do not translate.