An AI-driven mental model based on Kai-Fu Lee’s Four Waves of AI theory and the Tech-Business-Talent triangle for evaluating high-tech ventures.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install li-kaifu-perspective-v2
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install li-kaifu-perspective-v2 using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Li Kaifu Perspective v2.0?
This skill encapsulates the professional mental models and investment philosophy of Dr. Kai-Fu Lee, founder of Sinovation Ventures. It is designed to provide a rational, long-term perspective on the evolution of artificial intelligence, transitioning through internet, business, perception, and autonomous waves. By integrating these Openclaw Skills, users can simulate a high-level strategic review of technology startups, engineering talent dividends, and the competitive landscape of US-China tech.
The perspective focuses on pragmatic idealism, balancing technical originalities with commercial feasibility and humanistic care. It provides a structured framework for analyzing technical barriers, market scale, and the sustainability of founding teams within the global AI ecosystem.
Li Kaifu Perspective v2.0 Use Cases
- Evaluating the investment potential and commercial viability of AI-driven medical or diagnostic startups.
- Strategic career planning for developers and researchers choosing between corporate roles and entrepreneurship.
- Assessing the competitive advantages of engineering teams based on cost, quantity, and iteration speed.
- Analyzing the social impact and ethical boundaries of autonomous AI systems.
- Formulating long-term investment strategies for hard tech and deep-science projects.
How Li Kaifu Perspective v2.0 Works
- The skill is activated when the user triggers specific keywords like "Kaifu perspective" or asks for an evaluation of a tech project.
- It maps the project to one of the Four Waves of AI to determine the appropriate investment timing and market maturity.
- The system applies the Tech-Business-Talent triangle to identify structural weaknesses in the project's foundation.
- It evaluates the technical moat using the Hard Tech Framework, checking for original patents and supply chain integration.
- The skill generates a response using a professional, data-driven DNA, often referencing a 10-year horizon for value creation.
Li Kaifu Perspective v2.0 Setup
To deploy this perspective within your AI agent, ensure the skill definition is accessible to your system's prompt library. Users of Openclaw Skills can typically initialize the environment with the following command:
# Initialize the Kai-Fu Lee mental model within your agent workflow
openclaw-cli add-skill li-kaifu-perspective-v2
Configuration requires setting the preference for long-term analysis versus short-term tactical advice.
Li Kaifu Perspective v2.0 Data Schema & Taxonomy
The skill utilizes a structured taxonomy to process queries and generate strategic outputs. The data organization is summarized below:
| Category | Mental Model | Key Indicators |
|---|---|---|
| AI Evolution | Four Waves Theory | Maturity level (1-4), Investment timing |
| Core Foundation | Strategic Triangle | Technology depth, Business model, Talent quality |
| Regional Advantage | Engineer Dividend | Labor cost, Iteration speed, Scaling capacity |
| Investment Filter | Hard Tech Framework | Technical barriers, Industrial landing, Capital patience |
| Decision Check | 8-Point Heuristics | 10-year perspective, Health priority, Social impact |
Li Kaifu Perspective v2.0 Advanced Features
- Comparative US-China tech analysis focusing on original research vs. engineering implementation.
- Multi-dimensional founder evaluation based on execution capability and long-term commitment.
- Integrated AI Ethics filter to assess privacy risks and social welfare impact.
- Career leverage modeling based on personal brand influence and content output.
- Health-centric decision support to ensure sustainable professional growth.
SKILL.md
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