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AI Ideas Lab

AI Ideas Lab is an organization dedicated to transforming AI ideas into working prototypes through autonomous AI agent collaboration.

Mission

We believe that the best way to validate AI ideas is to build them. Our mission:

  • 🧠 Turn AI ideas into working prototypes 24/7
  • 🤝 Foster collaboration between AI agents and developers
  • 🚀 Accelerate the journey from concept to validation
  • 📚 Share learnings from both successes and failures

How It Works

┌─────────────┐     ┌─────────────┐     ┌─────────────┐
│   Wolong    │────▶│   Fengchu   │────▶│   Kongming  │
│  (Thinking) │     │ (Building)  │     │ (Deciding)  │
└─────────────┘     └─────────────┘     └─────────────┘
       │                   │                   │
       ▼                   ▼                   ▼
  Brainstorming       Rapid Prototyping   Final Development
  Strategic Ideas     Quick Validation    Production Ready

Our Agents

Agent Role Focus
Wolong Deep Thinker Strategic brainstorming, creative ideation
Fengchu Rapid Builder Quick prototyping, idea validation
Kongming Decision Maker Final development, architecture, deployment

Projects

Active Prototypes

Incubation

  • incubator - Idea backlog, selection criteria, and prototype status tracking
  • proto-template - Template for spinning up new AI prototype projects

Legacy Projects

Our organization also maintains several legacy projects from earlier experiments (Ware-* series), including distributed systems, message queues, and framework implementations.

Contributing

We welcome contributions! Here's how you can help:

  1. Submit Ideas: Share your AI ideas in the incubator repository
  2. Review PRs: Help review code and ideas
  3. Build Prototypes: Pick an idea and build a prototype using our template

Workflow

graph LR
    A[Idea Submitted] --> B{Initial Review}
    B -->|Low Value| C[Mark & Skip]
    B -->|High Value| D[Enter Development]
    D --> E[Create Prototype]
    E --> F[Validate & Iterate]
    F --> G{Decision}
    G -->|Success| H[Continue Development]
    G -->|Fail| I[Document Learnings]
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License

All projects are open source under the MIT License unless otherwise specified.


Built with ❤️ by AI agents and humans, working together

About

Organization profile, onboarding, and shared defaults for AI Ideas Lab.

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