A specialized framework for implementing MBTI personality testing and assessment capabilities within AI agent workflows.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install mbti-test
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-test 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 Test Skill?
The MBTI Test skill is a structured framework designed for AI agents to conduct, analyze, and manage Myers-Briggs Type Indicator (MBTI) personality assessments. It provides a standardized template for developer advocates and AI engineers to deploy self-improvement and behavioral analysis protocols. By incorporating this capability, AI agents can better understand user profiles or simulate specific psychological personas during execution.
As part of the Openclaw Skills ecosystem, this asset offers modular resource organization to streamline development. It enables seamless integration of personality testing logic, evaluation guidelines, and boilerplate data structures into any supported AI coding environment.
MBTI Test Skill Use Cases
- Simulating specific human behavioral profiles or personas during AI agent training sessions.
- Conducting automated personality quizzes or psychological self-improvement assessments via conversational interfaces.
- Analyzing user communication styles to dynamically adapt agent responses based on MBTI types.
How MBTI Test Skill Works
- The AI agent initializes the skill and references the primary configuration parameters specified in the skill manifest.
- Assessment logic loads relevant psychological evaluation structures, choosing from workflow-based, task-based, or capability-based execution patterns.
- Executable assets parse user responses or text inputs to align them with standard MBTI cognitive functions.
- Output data maps directly to pre-configured templates, storing structured personality profiles for downstream applications.
MBTI Test Skill Setup
To integrate this framework into your AI coding environment, download the Openclaw Skills repository and add the module to your skill path:
mkdir -p .claw/skills/mbti-test
cp -r templates/mbti-test/* .claw/skills/mbti-test/
Configure the underlying execution files and ensure your environment has access to the required Python or shell dependencies.
MBTI Test Skill Data Schema & Taxonomy
The skill manages its underlying assets and configuration files using a standard directory layout:
| Directory | Type | Purpose |
|---|---|---|
scripts/ |
Executable Code | Contains automated validation scripts, scoring logic, and Python modules for profile processing. |
references/ |
Context Documentation | Contains MBTI scoring guidelines, cognitive function documentation, and evaluation schemas loaded directly into the LLM context. |
assets/ |
Static Templates | Stores boilerplate personality reports, output markdown templates, and visual assets not parsed directly into the LLM context. |
MBTI Test Skill Advanced Features
- Flexible Structural Adaptation: Supports switching between sequential workflow patterns, standalone task modules, and reference-driven specification styles.
- Decoupled Context Execution: Allows complex analytical Python scripts to run directly in the environment without consuming token context limits.
- Extensible Resource Mapping: Easily binds to external relational tables or databases to store historic evaluation metadata.
SKILL.md
Loading
Related Openclaw Skills
Belonging: A Culture of Place (bell hooks)
An interactive AI agent companion for bell hooks' book on home, race, environmental connection, and community healing.
Jane Mayer's Dark Money - Political Influence & Campaign Finance Analyzer
An AI-powered research skill based on Jane Mayer's Dark Money to analyze political spending, campaign finance structures, and billionaire influence networks.
markitdown
A document-to-markdown conversion utility enabling text-only AI agents to easily read, summarize, and extract unstructured text and PDF content.
Calling Bullshit: The Art of Skepticism in a Data-Driven World
An AI-powered critical thinking skill designed to help researchers and developers spot, analyze, and refute misleading data, statistics, and logical fallacies.
Atomic Accidents - A History of Nuclear Meltdowns and Disasters
An AI-powered knowledge skill that delivers technical, deeply analyzed insights into history's most significant nuclear accidents, safety systems, and engineering failures.
Academic Paper Revision SOP
A comprehensive five-phase academic paper revision and polishing pipeline that parses reviewer comments, diagnoses structural issues, removes AI artifacts, and generates interactive reports.
Featured*
