raon-os

What This Skill Does

Raon OS is a specialized AI-powered startup companion designed specifically for Korean founders. It streamlines the complex process of building a business by integrating high-level AI analysis with local startup ecosystem resources. It supports business plan evaluations, government funding program matching (TIPS, DeepTech, etc.), and investor connections. It utilizes advanced Agentic RAG technologies including HyDE, Multi-Query, and CRAG to ensure accurate, context-aware insights from your business documentation. By leveraging a database of over 3,900 TIPS-selected startups, Raon OS provides data-driven intelligence that helps founders refine their vision and secure necessary capital.

Installation

To install the Raon OS skill, ensure you have Python 3.9+ and Node.js 18+ installed on your system. First, install the core framework via npm install -g openclaw. Then, run openclaw skill install @yeomyeonggeori/raon-os to add the skill. Configuration is handled by creating a .env file in ~/.openclaw/. You should populate this with your OPENROUTER_API_KEY for the best results, though Gemini, Claude, and OpenAI keys are also supported for vector search and LLM processing.

Use Cases

Raon OS is built to serve several critical stages of a startup's lifecycle. Primarily, it excels at providing objective feedback on business plans; you can upload your draft and receive a scored assessment with actionable improvements. Secondly, it drastically reduces the administrative burden of funding by automatically matching your business model to relevant Korean government grants like TIPS or the Pre-Startup Package. Finally, it serves as a long-term research tool by maintaining a history of your evaluations and providing comparative analysis between multiple business strategy iterations.

Example Prompts

1. "Evaluate my business plan at ~/documents/pitch.pdf and give me a score out of 100 on team competency and market fit."
2. "Based on my startup profile in business_plan.pdf, which government funding programs in Korea should I apply for this quarter?"
3. "Generate a draft application for the TIPS program based on the technical description in my latest business plan file."

Tips & Limitations

For the best results, use a high-performance model provider like OpenRouter. If you do not have an API key that supports embeddings, the skill will fall back to a basic keyword search, which may limit the depth of your analysis. Always ensure your .env file permissions are restricted to the owner (chmod 600) to secure your API credentials. Remember that AI evaluations are advisory; always consult with human advisors or legal experts before submitting sensitive government funding applications.