# 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 th