# AI Ecosystem – Surprise Launcher

# One click. Be surprised.

Launch a curated experience from this repository: analyze systems, optimize prompts, or dive into agent frameworks. Hit “Surprise Me” to let chance choose.

📊 Open Analyzer 🧩 Open Optimizer 🏗️ Agent Builder Docs 📚 Main README ✨ What’s New

### What can happen?

We might open analysis dashboards, run optimizers, deep-dive docs, or surface gems from the collection like Windsurf, Cursor, Devin, Perplexity and more.

### AI System Analyzer

Compare, visualize, and understand patterns across agents.

### Prompt Optimization Engine

Score prompts on clarity, specificity, and structure; auto-improve.

### Agent Builder Framework

Modular templates, tools, and memory for rapid agent prototyping.