natural-docs

Generate human-sounding NutriSport documentation free of AI patterns in Markdown files.

11|Updated Mar 10, 2026
One-click install
npx skills add https://github.com/satanyakiv/NutriSport --skill natural-docs
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: natural-docs
Source: https://github.com/satanyakiv/NutriSport/tree/main/.claude/skills/natural-docs
Command: npx skills add https://github.com/satanyakiv/NutriSport --skill natural-docs

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

NutriSport teams often struggle with drafting clear, natural-sounding documentation that avoids common AI-writing patterns. This skill ensures human tone, consistency, and compliance with project guidelines.

Core Features & Use Cases

  • Anti-AI pattern compliance: Enforces guidelines to avoid AI-writing markers and maintain a Wikipedia-like tone.
  • Context-aware editing: Produces documentation when editing README, ARCHITECTURE, CHANGELOG, CONTRIBUTING, PR descriptions, commit messages, release notes, pitches, and job-related project descriptions.
  • Guided prompts and rules: Uses NutriSport-specific rules to structure content and ensure consistent terminology and style.
  • Use Case: When updating a README, this skill generates a natural, clear paragraph describing feature changes without AI-flavored language.

Quick Start

Provide a single instruction to generate natural, human-sounding documentation for the current file being edited.

Frequently Asked Questions about natural-docs

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

FAQPage Schema
How do I make AI-generated markdown documentation sound more natural and human?▼

To make AI-generated markdown documentation sound natural, apply Wikipedia-based anti-AI-pattern rules and NutriSport-specific guidelines that enforce a human tone and eliminate common AI-writing markers across core project files.

What writing patterns should I avoid when drafting a README or CHANGELOG?▼

When drafting a README or CHANGELOG, avoid common AI-writing markers by enforcing anti-AI-pattern rules that maintain a Wikipedia-like tone and ensure consistent terminology, style, and human-sounding project descriptions.

Can I use this skill to write commit messages and PR descriptions?▼

Yes, you can use this skill to write commit messages, PR descriptions, and release notes, applying context-aware editing and anti-AI-pattern compliance to ensure a natural, human-sounding tone.

Does this documentation skill work for job application descriptions and pitch documents?▼

This documentation skill works for job application descriptions and pitch documents by applying NutriSport-specific rules and Wikipedia-based anti-AI-pattern guidelines to generate natural, human-sounding portfolio and pitch content.

What is the best way to enforce consistent terminology across markdown documentation?▼

The best way to enforce consistent terminology across markdown documentation is to apply NutriSport-specific documentation guidelines and anti-AI-pattern rules that structure content and ensure a consistent, human-sounding style.

Do I need any external dependencies to generate human-sounding documentation?▼

You do not need any external dependencies to generate human-sounding documentation, as the skill operates independently using guided prompts and internal rules to enforce a natural tone and eliminate AI-writing patterns.