A sophisticated decision-making framework that distills the investment philosophy of Hillhouse Capital founder Zhang Lei into actionable AI-driven logic.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install zhanglei-expert
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 zhanglei-expert 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 Zhang Lei Investment Mental Model Distillation System?
The Zhang Lei Investment Mental Model Distillation System is a comprehensive analytical tool based on the value investment principles of one of Asia's most successful investors. It synthesizes decades of market expertise into six core frameworks, including Long-termism, evolved Dumbbell Theory, and the Patient Capital approach. By utilizing these Openclaw Skills, developers and investors can simulate the strategic reasoning required to navigate complex economic cycles and identify high-value opportunities in hard technology and global supply chains.
This system is particularly optimized for the 2024 economic landscape, incorporating new logic regarding Embodied AI, global expansion (China 2.0), and pressure testing for business resilience. It transforms raw business data into structured insights, helping users distinguish between temporary market noise and enduring value creation.
Zhang Lei Investment Mental Model Distillation System Use Cases
- Evaluating long-term business moats and the "Time's Friend" factor in investment targets.
- Analyzing the impact of AI and Embodied Intelligence on traditional industry supply chains.
- Assessing the globalization potential and localization capabilities of emerging enterprises.
- Performing rigorous pressure tests on startup resilience during economic downturns.
- Determining valuation based on ultimate industry end-states rather than just immediate P/E ratios.
How Zhang Lei Investment Mental Model Distillation System Works
- Input a specific investment opportunity, business dilemma, or market trend for analysis.
- The system applies the core Mental Models to evaluate the long-term vision and structural advantages of the entity.
- The AI agent executes a series of Heuristic Principles, such as the Founder Five-Dimension Evaluation and the AI Substitution Resistance Test.
- It performs a three-layer valuation analysis (Static, Dynamic, and Pattern-based) to determine the true worth of the opportunity.
- The skill categorizes the entity into one of three classes: Travelers (Hold), Survivors (Observe), or Eliminated (Avoid).
Zhang Lei Investment Mental Model Distillation System Setup
To deploy this distillation system, ensure your AI environment is compatible with the latest Openclaw Skills standards. Use the following CLI commands to initialize the mental model:
openclaw install zhang-lei-mental-model-v2
Once installed, configure your environment variables to link your preferred LLM provider for the reasoning engine.
Zhang Lei Investment Mental Model Distillation System Data Schema & Taxonomy
The system organizes its analytical output into a structured taxonomy for clear decision-making:
| Data Layer | Content Type | Purpose |
|---|---|---|
| Core Frameworks | 6 Mental Models | Foundation of long-term investment logic |
| Heuristics | 6 实战原则 | Actionable triggers for rapid scenario assessment |
| DNA Markers | Signature Linguistic Patterns | Ensures the output matches Zhang Lei's technical tone |
| Risk Matrix | Pressure Test Categories | Classifies entities by cash flow and moat strength |
| AI Resilience | Substitution Resistance | Measures vulnerability to automation trends |
Zhang Lei Investment Mental Model Distillation System Advanced Features
- Embodied Intelligence Deep-Dive: Specialized analysis for the robotics and sensor hardware industry chains.
- China 2.0 Globalization Logic: Evaluates cross-border supply chain irreplaceability and international talent density.
- Dynamic DCF Integration: Combines traditional cash flow discounting with deep pattern-based valuation logic.
- Multi-Agent Conflict Simulation: Allows Openclaw Skills to pressure test an investment thesis from both optimistic and pessimistic perspectives.
SKILL.md
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