Is my original SKILL.md file safe from accidental overwrites?

Yes, the skill enforces a mandatory backup protocol that creates a timestamped copy of your original file before any modifications are made.

Does this skill require an Anthropic API key?

No, it supports a Local mode via Claude Code Max which is free, though an optional API mode is available for higher throughput enhancement.

What kind of improvements can I expect in my documentation?

The enhancer typically expands documentation from basic descriptions to comprehensive guides including 5-10 code examples, FAQs, and clear navigation.

How does Skill Enhancer prevent AI hallucinations?

It implements strict grounding checkpoints and uncertainty escalation, requiring the AI to verify every example against actual reference files before inclusion.

Documentation Skill Enhancer

Name: Documentation Skill Enhancer
Author: jmagly

byjmagly

•

学習とドキュメンテーション

Automates the transformation of basic SKILL.md templates into comprehensive, production-grade documentation for Claude Code.

The Skill Enhancer is a specialized utility designed to elevate the quality of Claude Code skill documentation by programmatically analyzing reference files to extract practical code examples, FAQs, and best practices. It mitigates common AI failure modes like hallucination and over-helpfulness by enforcing strict grounding checks and backup protocols, ensuring that your agentic workflows remain accurate, grounded, and easy to maintain. Whether using local execution or the Anthropic API, it streamlines the creation of high-utility developer guides from raw reference materials.

主な機能

01Strict grounding checkpoints to prevent AI hallucinations and maintain accuracy

0267 GitHub stars

03Mandatory backup and recovery protocols to ensure data integrity

04Automated extraction of practical code examples from reference documentation

05Standardized quality metrics for measuring documentation improvement

06Multi-mode enhancement supporting local Claude Code Max and Anthropic API

ユースケース

01Generating comprehensive FAQs and quick references from existing codebases

02Transforming boilerplate SKILL.md files into high-utility developer guides

03Standardizing documentation quality across large libraries of autonomous agent skills

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jmagly/ai-writing-guide skill-enhancer

For use in Claude.ai and ChatGPT

Download Skill