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Install in OpenClaw
/install mbti
Description
Agent 人格诊断与配置优化系统。用于诊断 Agent 的 MBTI 人格类型，对比用户期望，自动生成配置修改建议。触发场景："测试 Agent 人格"、"诊断 Agent 配置"、"优化 Agent 行为"。
Usage Guidance
This skill is inconsistent: it promises a full MBTI diagnosis pipeline and automatic patches to SOUL.md, but the package only contains a stub script that echoes stage names and no data files or code that performs analysis or edits configuration. Do not rely on it to actually diagnose or modify an agent. Before installing or invoking it: (1) ask the author for the missing JSON/data files and the real implementation; (2) request a clear description of exactly what files/paths it will modify and preview the patches it would apply; (3) review the real code (or run it in a sandbox) to verify it doesn't exfiltrate data or change configs unexpectedly; and (4) only grant it the minimum privileges needed once you can inspect a complete implementation.
Capability Analysis
Type: OpenClaw Skill
Name:
Developer:
Version:
Description: OpenClaw Agent Skill
Suspicious High-Entropy/Eval files: 1
The skill bundle describes a system for diagnosing an agent's 'personality' and optimizing its configuration by modifying `SOUL.md`. However, the only executable file, `scripts/run-diagnosis.sh`, is entirely inert; it merely prints descriptive messages about the different stages of the diagnosis process and does not contain any actual logic for execution, data processing, or configuration modification. There is no evidence of data exfiltration, malicious execution, persistence, or prompt injection attempts in `SKILL.md` that would subvert the agent's behavior beyond its stated purpose.
Capability Assessment
Purpose & Capability
The SKILL.md describes a multi-stage diagnostic system and lists many core JSON files (questionnaires, personality mappings, diagnosis engine, config generator) and an automatic 'SOUL.md patches' capability. None of those data files or engines are present in the manifest. The only included code is a small shell script that only echoes stage names — it does not perform any diagnostics or apply configuration changes. This is a clear mismatch between stated purpose and actual capability.
Instruction Scope
Instructions tell the agent to run ~/.openclaw/skills/agent-mbti/scripts/run-diagnosis.sh full. The SKILL.md also describes automatic modification of SOUL.md (agent configuration). The provided script does not read or write any of the named JSON files or SOUL.md. The instructions therefore overreach: they promise reading/writing config and datasets that are not present and grant implied permission to change agent config even though no implementation is provided.
Install Mechanism
No install spec is provided and the skill is instruction-only with a tiny script — nothing is downloaded or installed. This limits immediate risk from supply-chain installs.
Credentials
The skill declares no required environment variables or credentials (acceptable for a local diagnostic tool). However, the claimed ability to auto-modify SOUL.md (agent configuration) would require access to agent config paths/permissions; that capability is asserted but not implemented. If a future implementation added config-modifying code, required privileges should be clearly declared and justified.
Persistence & Privilege
always is false and there are no install hooks or self-modifying behavior in the current files. The skill could be invoked autonomously by the agent (platform default), which is normal; combined with the described but missing ability to edit SOUL.md this would be riskier, but the present package does not perform such modifications.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install mbti - After installation, invoke the skill by name or use
/mbti - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Agent MBTI diagnosis & optimization system initial release:
- Provides a 5-stage framework to diagnose Agent MBTI type, compare with user expectations, and auto-generate configuration modification suggestions.
- Introduces multi-stage process: self-survey, ability test, personality analysis, user needs survey, and config adjustment.
- Defines 16 Agent personality types with core traits and mapping files.
- Includes dedicated JSON files and tools for each stage: surveys, test data, diagnostic engine, and config generator.
- Supports command-line execution for the full diagnosis and tuning pipeline.
Metadata
Frequently Asked Questions
What is MBTI?
Agent 人格诊断与配置优化系统。用于诊断 Agent 的 MBTI 人格类型，对比用户期望，自动生成配置修改建议。触发场景："测试 Agent 人格"、"诊断 Agent 配置"、"优化 Agent 行为"。 It is an AI Agent Skill for Claude Code / OpenClaw, with 1363 downloads so far.
How do I install MBTI?
Run "/install mbti" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is MBTI free?
Yes, MBTI is completely free (open-source). You can download, install and use it at no cost.
Which platforms does MBTI support?
MBTI is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created MBTI?
It is built and maintained by moer (@torchesfrms); the current version is v1.0.0.
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