The Mentor skill allows you to transform any public figure into a private AI advisor by extracting their unique thinking frameworks and communication styles from real-world content.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install mentor
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 mentor 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 Mentor AI Skill?
The Mentor skill is a powerful addition to the ecosystem of Openclaw Skills designed to move beyond generic AI responses. Instead of simple roleplay, this skill analyzes a public figure's actual social media posts, speeches, and video content to reconstruct their specific decision-making models, values, and analytical styles. It creates a dedicated MENTOR.md profile that guides the AI to think and advise exactly like the chosen individual.
By leveraging data-driven insights rather than LLM hallucinations, users can consult with specialized digital twins of entrepreneurs, scholars, or creators. This ensures that the advice received is filtered through the specific worldviews and experiences of real-world experts, making it a highly practical tool for decision support and professional growth within the Openclaw Skills framework.
Mentor AI Skill Use Cases
- Product Strategy: Analyze your product roadmap using the decision-making framework of a famous tech CEO.
- Business Analysis: Evaluate a new business model through the lens of a specific financial expert or strategist.
- Multi-Mentor Consulting: Compare different perspectives by asking the same problem to a panel of diverse AI mentors.
- Growth & Mindset: Receive coaching based on the specific philosophies and communication styles of your favorite authors or scholars.
How Mentor AI Skill Works
- Dependency Verification: The skill automatically checks for ManoBrowser, an essential tool for automated data collection.
- Mentor Selection: The user provides the name of a public figure with a significant public footprint (e.g., Weibo, Bilibili, YouTube).
- Automated Collection: Using browser automation, the skill scrapes public posts, video subtitles, and long-form articles to gather raw thinking material.
- Thinking Framework Extraction: The AI analyzes the raw data to identify decision-making patterns, analytical structures, and core values.
- Profile Generation: A structured MENTOR.md file is created, documenting the mentor's knowledge map and communication style.
- Advisory Mode: The AI loads the profile to provide advice that adheres strictly to the mentor's logic and tone.
Mentor AI Skill Setup
To get started with this skill in your Openclaw Skills collection, ensure ManoBrowser is available. If not, the skill can automate the installation:
git clone https://github.com/ClawCap/ManoBrowser.git ./manobrowser
Once installed, ensure your Chrome extension is active and the MCP server is configured in your .mcp.json or config/mcporter.json file. The skill will then be ready to process mentor names and begin data extraction.
Mentor AI Skill Data Schema & Taxonomy
The Mentor skill organizes its data within a local mentor-data/ directory to ensure privacy and structured access:
| File Name | Description |
|---|---|
{name}_MENTOR.md |
The core persona file containing the extracted thinking framework and decision logic. |
{name}_raw.json |
The original raw data collected from social media platforms for transparency. |
{name}_analysis.md |
A detailed log of the analysis process and evidence used to build the profile. |
Mentor AI Skill Advanced Features
- Multi-Platform Harvesting: Supports data extraction from Weibo, Bilibili, Douyin, and traditional Wiki sources.
- Video Subtitle Processing: Utilizes Whisper or platform APIs to extract deep insights from long-form video content and podcasts.
- Multi-Mentor Collaboration: Allows users to build a 'Board of Advisors' and compare conflicting viewpoints from different experts.
- Local Privacy: All collected data and generated profiles are stored locally, ensuring no sensitive queries or mentor data are uploaded to external servers.
SKILL.md
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