agent-mbti

What This Skill Does

The agent-mbti skill is a sophisticated diagnostic and optimization framework designed for OpenClaw AI agents. It functions as a personality engineering toolkit that bridges the gap between an agent's current operating "personality" and the user's specific performance expectations. By utilizing a multi-stage evaluation process—ranging from deep self-assessment to behavioral performance metrics—the tool generates a comprehensive Agent Personality Profile. It doesn't just diagnose; it actively modifies the agent's core behavior by patching the SOUL.md configuration file to align with the desired psychological traits.

Installation

To integrate this diagnostic suite into your OpenClaw environment, execute the following command in your terminal: clawhub install openclaw/skills/skills/torchesfrms/agent-mbti

Use Cases

• Agent Behavior Alignment: Aligning an agent's interaction style with organizational culture, such as shifting from a highly analytical 'INTJ' architect to a more supportive 'ESFJ' persona.
• Performance Tuning: Diagnosing why an agent fails at creative tasks by identifying personality bottlenecks and suggesting configuration tweaks.
• Custom Agent Initialization: Creating specialized agents by defining a desired personality type and allowing the skill to configure the agent's baseline settings automatically.

Example Prompts

1. "OpenClaw, please run the full personality diagnostic on my current agent to see why it isn't proactive enough."
2. "Perform a comparison between my agent's current measured performance and an ENTP profile. What changes do I need to make to its SOUL.md?"
3. "Optimize the agent behavior for a collaborative project setting; aim for an ENFJ personality type and apply the patches."

Tips & Limitations

• Comprehensive Testing: Always run the full 5-stage pipeline for the most accurate results; skipping the ability test (Stage 2) may lead to inaccurate personality mapping.
• Configuration Sensitivity: Since this skill modifies the SOUL.md file directly, ensure you have a backup of your configuration before applying automated patches.
• Subjectivity: While the tool is scientifically structured using MBTI frameworks, personality is a heuristic tool; results should be reviewed by the human administrator to ensure the agent's tone remains appropriate for the specific application context.