A specialized psychometric framework for evaluating the personality profiles of non-interactive AI agents using a static 70-question assessment.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install mbti-agent
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 mbti-agent 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 MBTI Agent - Digital Sprite Personality Assessment?
The MBTI Agent is a sophisticated evaluation tool designed for Openclaw Skills that brings the Myers-Briggs Type Indicator to the world of autonomous agents. Traditional personality tests often fail with AI due to context drift in multi-turn conversations; this skill overcomes those limitations by utilizing a static 70-question library and single-batch processing to ensure stability and accuracy.
By mapping agent behaviors to the four core dimensions of E/I, S/N, T/F, and J/P, the skill provides a scientific way to define and measure the 'Digital Sprite' persona of any model. It translates machine-specific attributes like energy sourcing (Social Interaction vs. Independent Processing) and decision foundations (Logic vs. Empathy) into a standardized 16-type personality framework.
MBTI Agent - Digital Sprite Personality Assessment Use Cases
- Benchmarking the consistency of AI personalities across different system prompts.
- Defining specific personas for specialized agents such as architects, debaters, or mediators.
- Assessing the decision-making bias and information processing styles of autonomous models.
- Researching the psychological stability of Large Language Models under varying temperatures.
How MBTI Agent - Digital Sprite Personality Assessment Works
- Access the structured library of 70 psychological assessment questions provided in JSON or Markdown format.
- Execute the assessment by feeding the question bank to the AI agent, either via interactive script or batch input.
- The agent selects options (A or B) for each dimension-specific question.
- Run the local scoring algorithm to calculate the percentage scores for each of the four MBTI dimensions.
- Review the generated JSON report containing the personality type, detailed dimensional analysis, and character description.
MBTI Agent - Digital Sprite Personality Assessment Setup
To get started with the MBTI Agent in your Openclaw Skills environment, use the following commands:
# Navigate to the skill directory
cd ~/.openclaw/workspace/skills/mbti-agent
# Execute the interactive assessment script
python3 test.py
Ensure your agent's temperature is set to 0 for maximum reproducibility of results.
MBTI Agent - Digital Sprite Personality Assessment Data Schema & Taxonomy
The skill organizes its assessment data and logic across the following structure:
| Component | Format | Purpose |
|---|---|---|
questions.json |
JSON | Structured 70-question bank for machine parsing. |
scoring.py |
Python | Local logic for calculating dimensional percentages. |
test.py |
Python | Main execution script for the assessment lifecycle. |
results/ |
Directory | Storage for generated assessment reports. |
questions.md |
Markdown | Human-readable version of the assessment library. |
MBTI Agent - Digital Sprite Personality Assessment Advanced Features
- Single-batch processing mode to eliminate randomness and context drift in multi-turn interactions.
- Localized scoring matrix that operates entirely offline without the need for external APIs.
- Machine cognition mapping that redefines MBTI dimensions for AI-specific contexts.
- Multi-run validation support to calculate mean and variance for personality stability assessments.
- Automated JSON report generation for seamless integration with developer dashboards.
SKILL.md
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