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.