AI Ecosystem Surprise Launcher
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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.

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.