Claude Skills Supercharged

Claude Skills Supercharged

[](https://github.com/jefflester/claude-skills-supercharged) [](https://www.typescriptlang.org/) [](LICENSE) [](https://code.claude.com/docs/en/skills)

**AI-powered skill auto-injection system for [Claude Code Skills](https://code.claude.com/docs/en/skills)**

**Stop manually invoking skills.** Let AI detect what you need and inject it automatically with 95%+ accuracy. The system analyzes your prompts using Claude Haiku 4.5, assigns confidence scores, and intelligently loads the right context—every time.

💡 **Credit:** Base reference architecture from [@diet103](https://github.com/diet103)'s [claude-code-infrastructure-showcase](https://github.com/diet103/claude-code-infrastructure-showcase)

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📊 Performance at a Glance

Metric	Value
✅ Test Coverage	All tests passing
⚡ Response Time	<10ms (cached) / ~200ms (first call)
💰 Monthly Cost	$1-2 @ 100 prompts/day
🎯 Accuracy	95%+ skill detection rate

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🎯 Why This?

**The Problem:** Manually loading skills is tedious, error-prone, and breaks your flow. You forget which skills exist, waste time invoking them, and lose context between conversations.

**The Solution:** This system uses AI to automatically:

• 🔍 Analyze your prompt intent with Claude Haiku 4.5
• 📊 Score each skill's relevance (0.0-1.0 confidence)
• 🚀 Inject high-confidence skills (>0.65) into context automatically
• 💾 Cache results for 1 hour to reduce costs
• 🔗 Track loaded skills per session (no duplicates)

**Before:** "Let me manually load python-best-practices... wait, was it python-style? Let me check..."

**After:** Just say "help me write Python code" and the right skills load automatically. 🎉

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📑 Table of Contents

• Features
• Quick Start
• How It Works
• Included Skills
• Architecture

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