unslop

Rewrites English and Chinese prose to remove AI writing patterns while preserving facts.

Updated Jan 19, 2023
One-click install
npx skills add https://github.com/inkfin/dotfiles --skill unslop-inkfin
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: unslop
Source: https://github.com/inkfin/dotfiles/tree/main/dot_agents/skills/exact_unslop
Command: npx skills add https://github.com/inkfin/dotfiles --skill unslop-inkfin

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? AI-generated and AI-assisted text carries recognizable patterns: puffery, vague attributions, em dash overuse, formulaic structures, and chatbot filler. This Skill edits prose to remove those tells while preserving every fact, command, identifier, and qualification from the original. ## Core Features & Use Cases - Pattern detection and repair: Applies a 31-rule checklist covering content puffery, AI vocabulary, style artifacts, filler, jargon, and plain-speech rewrites. - Chinese-specific editing: A dedicated reference handles Chinese prose with its own structural and sentence-level rules, keeping full-width punctuation, technical terms, and implicit subjects intact instead of applying English rules. - Fidelity-first rewriting: Preserves facts, numbers, commands, links, and negative conditions; flags suspected technical errors separately rather than silently fixing them. - Use Case: Paste a draft announcement or technical doc that reads as AI-generated, and receive a rewritten version that states the same information in plain, direct language. ## Quick Start Rewrite the attached draft to remove AI writing patterns while keeping all facts and technical details intact.

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?

Provide the draft and ask for a rewrite. The Skill applies a checklist covering puffery, AI vocabulary, formulaic structures, filler phrases, and style artifacts, then returns the finished text with all original facts preserved.

Does this AI text editing work for Chinese writing?

Yes. A dedicated Chinese reference handles structural and sentence-level editing for Chinese prose, keeping full-width punctuation, accurate technical terms, and implicit subjects rather than applying English punctuation and rhythm rules.

Will rewriting change the facts or technical details in my document?

No. The process preserves facts, commands, identifiers, numbers, links, and qualifications, and audits the result against the source for information loss. Suspected technical errors are flagged separately, never silently corrected.

Can it match my personal writing voice?

Yes. Supply writing samples and the edit follows them. A sample you criticize as AI-like is treated as a negative example. Without samples, it defaults to plain language appropriate to the document type.

What are the limitations of pattern-based AI text detection?

The rules are contextual cues, not word bans, and cannot prove a passage was AI-written. Ordinary technical terms stay intact, and the Skill does not output detector scores or self-ratings.