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claude-code

Claude-skill-registry ai-tuning

Optimize AI assistant configurations for maximum effectiveness. USE THIS SKILL when user says "improve CLAUDE.md", "better copilot instructions", "tune AI", "optimize prompts", "MCP configuration", or wants to enhance AI assistant behavior. See .github/instructions/ai-tuning.instructions.md for standards.

install
source · Clone the upstream repo
git clone https://github.com/majiayu000/claude-skill-registry
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/majiayu000/claude-skill-registry "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/data/ai-tuning" ~/.claude/skills/majiayu000-claude-skill-registry-ai-tuning && rm -rf "$T"
manifest: skills/data/ai-tuning/SKILL.md
source content

AI Tuning Skill

Purpose

Optimize AI assistant configurations for maximum effectiveness, including CLAUDE.md, copilot-instructions.md, and MCP server setup.

Standards Reference

Complete standards: See 

.github/instructions/ai-tuning.instructions.md

Triggers

  • "improve my CLAUDE.md"
  • "better copilot instructions"
  • "tune AI for this project"
  • "add MCP servers"
  • "optimize AI prompts"

Usage

Provide your existing AI configuration files or describe your project, and this skill will generate optimized CLAUDE.md, copilot-instructions.md, and MCP configurations following best practices defined in the instructions file.