unslop

Rewrites text to remove AI writing patterns and jargon.

Updated Sep 23, 2026
One-click install
npx skills add https://github.com/lucasheriques/pstack --skill unslop-lucasheriques
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: unslop
Source: https://github.com/lucasheriques/pstack/tree/main/skills/unslop
Command: npx skills add https://github.com/lucasheriques/pstack --skill unslop-lucasheriques

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? AI-generated and AI-assisted writing carries recognizable tells: vague attributions, em dash overuse, chatbot phrases, filler, and abstract jargon. This Skill scans prose for those patterns and rewrites it into plain, direct language while preserving meaning and tone. ## Core Features & Use Cases - Pattern Detection: Scans text against a numbered rule set covering content, language, style, filler, jargon, and plain-speech issues. - Meaning-Preserving Rewrites: Replaces AI vocabulary, cuts hedging and filler, converts passive voice, and splits dense sentences without changing intent. - Use Case: Before publishing a PR description or doc page, run the text through this Skill to strip phrases like "Additionally, this serves as a pivotal enhancement" and replace them with concrete statements a reader can act on. ## Quick Start Use the unslop skill to clean up this draft and remove any AI writing patterns.

Frequently Asked Questions about unslop

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

FAQPage Schema
How do I remove AI writing patterns from a draft?▼

Run the text through the unslop skill, which scans for a numbered rule set of AI tells and rewrites each match. It preserves meaning and intended tone while replacing flagged phrases with plain, concrete wording.

What AI writing tells does this detect?▼

It detects superficial -ing phrases, vague attributions, AI vocabulary like delve and pivotal, em dash and colon overuse, chatbot phrases, excessive hedging, generic conclusions, and abstract metaphor nouns like substrate and flywheel.

Does unslop change the meaning of my text?▼

No, the process explicitly preserves meaning and matches the intended tone. It only rewrites flagged patterns, replacing fancy or vague phrasing with plainer words that say the same thing.

When should I not use automated AI-pattern removal?▼

Avoid it when a stylistic choice is deliberate, such as a rule-of-three structure in a talk or a metaphor central to an argument. The rules flag common tells, but final judgment on voice stays with the author.

Can I use unslop on documentation and PR descriptions?▼

Yes, prose, docs, PR descriptions, and commit messages are the primary targets listed for this skill. It works on any English text where AI-generated phrasing should be cut before review.