readme-to-ai-reference
CommunityTransform READMEs into AI-ready references.
Software Engineering#documentation#verification#readme#grounding#deterministic#hallucination-mitigation#ai-reference
AuthorGPK-GIT5
Version1.0.0
Installs0
System Documentation
What problem does it solve?
READMEs are often dense and informal, making it hard for AI systems to extract precise, actionable knowledge. This Skill transforms human-readable READMEs into machine-optimized AI reference material with Diátaxis-based structure, hallucination guards, and deterministic primitives.
Core Features & Use Cases
- Deterministic, verifiable reference generation that anchors to repository structure and README content.
- Outputs a machine-queryable reference layer under /ai/ with stable anchors, LAST_VERIFIED metadata, and cross-links.
- Supports continuous regeneration when READMEs are updated, enabling auditability and governance over AI assistance.
Quick Start
Run the readme-to-ai-reference workflow to generate the AI reference primitives from repository READMEs into the /ai/ directory.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: readme-to-ai-reference Download link: https://github.com/GPK-GIT5/AgeofEmpires4-Mod-Repo/archive/main.zip#readme-to-ai-reference Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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