Write-Skill: AI Writing Cleanup

What it does

This skill transforms machine-like text into natural human prose. It identifies common AI-writing patterns (overstatement, promotional language, repetitive three-item lists, overuse of dashes and filler phrases) and rewrites problematic passages while preserving meaning and tone. The skill includes rules, examples, and a checklist to guide automated or human-in-the-loop editing.

When to use it

Apply this skill when you need to neutralize AI artifacts from drafts, prepare content for publication, or improve readability and voice. Useful for editors, content teams, and moderation workflows where writing must be localized to a human style or matched to a target tone.

What's included

• Scripts: none declared (has_references=false)
• References: references to WikiProject AI Cleanup and exemplar rewrite patterns embedded in the SKILL.md
• Instructions: step-by-step process for identifying patterns and rewriting (core rules, pattern checklist, scoring rubric for quality).

Compatible agents

Works with general-purpose text-editing agents (Claude, GPT-style assistants, transformer-based editors) that support read/write/edit actions.