organic

Rewrites text to read as human-written by removing machine-writing patterns.

1|Updated Dec 8, 2025
One-click install
npx skills add https://github.com/inayayousfi/myconfig --skill organic-inayayousfi
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: organic
Source: https://github.com/inayayousfi/myconfig/tree/main/dotfiles/ai/.agents/skills/organic
Command: npx skills add https://github.com/inayayousfi/myconfig --skill organic-inayayousfi

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Text generated or rewritten by AI often carries recognizable machine signatures, such as repeated sentence moulds, inflated claims, missing agents, and uniform rhythm, which cause readers to distrust it. This Skill rewrites such text so it reads as if a real person wrote it in the given context. ## Core Features & Use Cases - Register Calibration: Reads the situation and sets an appropriate formality level on a 0-10 scale, matching vocabulary, connectives, and detachment to the audience. - Machine-Pattern Removal: Detects and rewrites the five families of machine-writing tells: repeated moulds, asserted weight, dropped agents, announcing instead of doing, and over-applied policies. - Multilingual Support: Works in the language of the source text without translating to English, calibrated for Western languages with Latin, Cyrillic, or Greek scripts. - Use Case: You drafted a project announcement with an AI assistant and it reads stiff and generic. Apply this Skill to rewrite it so it sounds like you wrote it, preserving every fact while removing the artificial tone. ## Quick Start Rewrite the attached draft so it reads like a real person wrote it, keeping all facts unchanged.

Frequently Asked Questions about organic

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

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

Apply this Skill to the draft. It rewrites the text by removing machine-writing patterns such as repeated sentence moulds, asserted importance, missing agents, and uniform rhythm, while calibrating the register to the situation and preserving every original fact.

What are the main signs of machine-written text?▼

The Skill identifies five families: moulds that keep filling, weight asserted instead of carried, agents dropping out of sentences, announcing instead of doing, and policies applied uniformly. Measured tells also include overused present participles, nominalizations, and clustered sentence lengths.

Does this rewriting approach work for languages other than English?▼

Yes, it works directly in the source language without translating to English. It is calibrated for Western languages with Latin, Cyrillic, or Greek scripts; languages with grammaticalized honorific systems like Japanese or Korean need a different register model.

Can the rewrite add new facts or details to my text?▼

No. A hard constraint forbids adding any name, number, date, quote, or source absent from the original. Unknown information is stated as unknown or the sentence is removed, and imposed structures like required formats outrank stylistic changes.

When should I not apply humanizing rewrites to a text?▼

Do not change text solely because it has correct grammar, advanced vocabulary, or clean formatting, since none of these is evidence of machine authorship. Quoted material, titles, proper names, and precise hard-to-invent details are preserved on sight.