mbti-from-ai

What This Skill Does

mbti-from-ai is an advanced behavioral psychology analysis tool designed specifically for the OpenClaw ecosystem. By scanning your local conversation history, this skill extracts your interaction patterns, decision-making styles, and cognitive preferences to infer your MBTI personality type. Unlike general personality tests, it relies exclusively on your actual historical communication data, providing an authentic look into how you engage with AI agents. It then produces a structured, de-identified JSON report and renders a visual profile directly in your browser using a secure, local-only client-side rendering pipeline.

Installation

To integrate this skill into your environment, execute the following command in your terminal: clawhub install openclaw/skills/skills/archangelxu/mbti-from-ai Once installed, ensure your environment has read access to your ~/.openclaw/ directory, as the skill needs to scan existing sessions to build its analysis profile.

Use Cases

• Self-Discovery: Gain objective insights into your communication style, such as whether you prefer structured, detail-oriented inquiries or high-level, conceptual brainstorming.
• Team Dynamics: If used in a team context (with consent), it helps understand how different members prefer to receive information, potentially improving collaborative efficiency.
• AI Optimization: Use the insights to adjust how you prompt your AI, leveraging your natural communication style for better results.

Example Prompts

1. "Analyze my chat history and generate an MBTI profile to see if my prompt style is more analytical or intuitive."
2. "Review the sessions in _mbti_work and update my personality portrait based on our recent interactions."
3. "Summarize my communication traits and render my MBTI visualization in the browser."

Tips & Limitations

• Privacy First: All analysis occurs locally or through your existing secure AI provider. No sensitive data like project names or company secrets are included in the output.
• Data Integrity: Ensure you have enough chat history. If the skill returns an incomplete result, try engaging in a few more complex discussions with your Agent to provide a broader data set.
• Transparency: The visual rendering tool is a static, offline-capable site that uses URL hashing to ensure data never touches a server, adhering to strict privacy standards.