comprehensive-writing-cleanup

Rewrites prose through sequential plain-writing, anti-slop, humanizer, and vocabulary passes.

3|Updated Feb 15, 2025
One-click install
npx skills add https://github.com/mark-torres10/ai_tools --skill comprehensive-writing-cleanup-mark-torres10
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: comprehensive-writing-cleanup
Source: https://github.com/mark-torres10/ai_tools/tree/main/skills/comprehensive-writing-cleanup
Command: npx skills add https://github.com/mark-torres10/ai_tools --skill comprehensive-writing-cleanup-mark-torres10

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Draft prose often contains filler, AI-sounding phrasing, jargon, and inconsistent vocabulary that weakens clarity. This Skill applies a disciplined multi-pass editing pipeline so a document is cleaned up systematically instead of through ad hoc rewrites. ## Core Features & Use Cases - Sequential editing passes: Applies plain-writing, anti-slop-writing, and humanizer-writing skills in order, each editing the text before the next pass starts. - Style guide enforcement: Reviews the result against the Addy Osmani clear writing principles and a project vocabulary file, replacing banned terms with required substitutes. - Hard constraint checks: Verifies no em dashes, no invented facts, unchanged code blocks and paths, and preserved meaning before writing the final output. - Use Case: A user finishes a draft blog post or README and asks to clean it up; the Skill runs all passes and writes the polished prose back to the file with a summary of what each pass changed. ## Quick Start Run /comprehensive-writing-cleanup on my draft.md file to clean up and humanize the prose.

Frequently Asked Questions about comprehensive-writing-cleanup

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

FAQPage Schema
How do I clean up AI-sounding writing in a markdown file?

Run the comprehensive-writing-cleanup skill on the file. It applies plain-writing, anti-slop, and humanizer passes in sequence, then checks the result against clear writing principles and a project vocabulary list before writing the final prose back.

What editing passes does a comprehensive writing cleanup run?

It runs five passes in order: plain-writing, anti-slop-writing, humanizer-writing, a review against the Addy Osmani clear writing principles, and a vocabulary substitution pass. Each pass edits the text before the next one starts.

Can I use this cleanup on code files or configuration?

No. The skill explicitly excludes code, configs, tests, and data. It edits only surrounding prose and guarantees code blocks, inline code, commands, paths, YAML, and link targets remain unchanged.

Does the cleanup add new facts or change meaning?

No. The humanizer pass must keep every supported claim and is forbidden from adding facts, names, numbers, dates, quotes, or citations not present in the source. A final check confirms the original meaning is preserved.

When should I not use comprehensive writing cleanup?

Do not use it on code, structured data, or as a substitute for a code review. It is designed only for prose documents, pasted text, or prior written responses that need stylistic editing.