Detect and rewrite AI-slop prose while preserving the author's voice.
npx skills add https://github.com/prateek/dotfiles --skill write-for-humans
Please help me install this Agent Skill. Skill: write-for-humans Source: https://github.com/prateek/dotfiles/tree/main/.agents/skills/write-for-humans Command: npx skills add https://github.com/prateek/dotfiles --skill write-for-humans
AI-generated prose often sounds generic and stilted. This Skill identifies AI-slop patterns and rewrites text to read as human-written, preserving meaning and voice.
Paste prose and instruct me to rewrite it so it reads as human, not AI-generated.
High-intent search queries and answers about installing and using this skill.
To make AI-generated prose read like human writing, the system detects AI-slop patterns and applies a seven-rule rewrite process to remove scaffolding and inflated vocabulary. It preserves the author's voice while maintaining the original technical meaning.
Common AI-slop patterns in documentation and emails include generic cadence, inflated descriptors, and unnecessary scaffolding. The system identifies these patterns and rewrites the text by applying rule-based corrections to improve readability.
To rewrite a README and remove AI cadence without losing technical meaning, the system strictly preserves the original intent and technical content. It applies a seven-rule process to strip AI-like phrasing while keeping the authorial voice intact.
Yes, you can preserve your authorial voice when humanizing AI drafts. The rewriting process strictly maintains the author's original voice and technical content, ensuring the rewritten text reflects the intended tone rather than a generic style.
Yes, this approach works for cleaning up long chat replies and PR descriptions. The system is designed to process docs, READMEs, emails, PRs, and long user replies, ensuring the rewritten text maintains original intent without AI-like cadence.
You should not use a rule-based prose rewrite when the primary goal is to drastically alter the original intent or technical meaning. The process is designed to preserve meaning and voice, so it may not suit text requiring structural transformation rather than cadence correction.
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