sd-humanizer

Rewrites AI-generated prose to remove detectable patterns while preserving facts and author voice.

Updated Jun 26, 2026
One-click install
npx skills add https://github.com/platypeeps/sd-ai-command-pack --skill sd-humanizer-platypeeps
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: sd-humanizer
Source: https://github.com/platypeeps/sd-ai-command-pack/tree/main/skills/sd-humanizer
Command: npx skills add https://github.com/platypeeps/sd-ai-command-pack --skill sd-humanizer-platypeeps

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? AI-generated text carries recognizable tells: em dashes, rule-of-three lists, vague attributions, promotional language, and filler phrases. This Skill identifies and removes those patterns from drafts so the writing reads as natural human prose without losing any factual content. ## Core Features & Use Cases - Pattern Detection and Removal: Scans for 33 documented AI writing patterns drawn from Wikipedia's "Signs of AI writing" guide, covering content, language, style, and communication tells. - Fact-Preserving Rewrites: Keeps every claim, name, number, and citation from the source while restructuring sentences, and never invents facts to fill gaps. - Voice Calibration: Analyzes a user-provided writing sample and matches its habits, letting the author's style override the Skill's own rules. - Optional Scoring Pass: Scores the source and rewrite on dimensions like hedging, filler, and passive voice via references/prose-score-dimensions.md when the user requests it and jev is available. - Use Case: Paste a ChatGPT-drafted blog post and receive a rewrite with the AI tells removed, an audit of what changed, and a final version that keeps your arguments intact. ## Quick Start Paste your AI-drafted text and ask the assistant to humanize it while preserving all facts and matching your usual tone.

Frequently Asked Questions about sd-humanizer

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

FAQPage Schema
How do I make AI-generated text sound more human?▼

Paste the text and ask for it to be humanized. The Skill scans for documented AI writing patterns like em dashes, rule-of-three lists, and vague attributions, then rewrites the draft while keeping every fact from the original.

What are the signs of AI writing to remove?▼

Common tells include overused words like delve and vibrant, superficial -ing phrases, promotional language, negative parallelisms, boldface-heavy lists, and generic upbeat conclusions. The Skill checks 33 patterns based on Wikipedia's Signs of AI writing guide.

Does humanizing text change the facts or meaning?▼

No. The rewrite preserves every claim, name, number, date, quote, and citation from the source. It never invents facts; if a sentence needs detail that is not in the source, it asks for it or writes the plain version.

Can I match my own writing style when rewriting AI text?▼

Yes. Provide a sample of your previous writing and the Skill analyzes its sentence lengths, vocabulary, and punctuation habits, then matches them. A sample even overrides built-in rules like the em dash ban.

When should I not remove AI writing patterns?▼

Do not flag isolated tells like a single em dash, curly quotes, or perfect grammar, which appear in legitimate human writing. The Skill looks for clusters of patterns and preserves signs of genuine human authorship like specific detail and mixed feelings.