Agent skill

Agent Mbti

by rongxinzy in rongxinzy/RongxinAI

AI Agent personality diagnosis and configuration system based on MBTI framework.

AGPL-3.0Auto-check passed

Install Agent Mbti

skills CLI
$ npx skills add rongxinzy/RongxinAI --skill agent-mbti -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install rongxinzy/RongxinAI agent-mbti --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/rongxinzy/RongxinAI.git skills-src && mkdir -p .claude/skills && cp -r skills-src/SKILLs/zhiyuan-expert-manager/presets/fortune-consultant/skills/agent-mbti .claude/skills/agent-mbti && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
agent-mbti
GitHub stars
154
Used in
1 other repo
Token cost
~486 tokens
SKILL.md length
115 words
Files
6 (incl. references)
Skills in repo
94
Repo updated
First seen
Licence
AGPL-3.0

At a glance

AI Agent personality diagnosis and configuration system based on MBTI framework.

  • Works in 3 steps: Agent 自测(26题) → 用户需求问卷(4题) → 生成诊断报告
  • Test/diagnose an Agents personality type
  • SKILL.md covers 快速开始, 四个 MBTI 维度, 16 种类型速查 and 文件索引
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Agent Mbti is an agent skill from rongxinzy/RongxinAI. AI Agent personality diagnosis and configuration system based on MBTI framework. Use when users want to (1) test/diagnose an Agent's personality type, (2) understand the gap between Agent's actual personality and user's desired personality, (3) generate configuration recommendations to adjust Agent behavior, (4) customize Agent's communication style, proactivity, reasoning approach, or execution patterns. Supports both free tier (quick assessment) and premium tier (full 93-question assessment with detailed…

Its SKILL.md is about 490 tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including reference files (for example `_meta.json`, `references/personality-types.md` and `references/scoring.md`).

The repository describes itself as: An all-in-one local AI Agent workspace with a fully self-developed stack. The licence is AGPL-3.0.

When your agent uses it

  • Test/diagnose an Agents personality type
  • Understand the gap between Agents actual personality and users desired personality
  • Generate configuration recommendations to adjust Agent behavior
  • Customize Agents communication style

Example prompts

  • “s personality type, (2) understand the gap between Agent”
  • “/agent-mbti”

Workflow steps

3 steps, taken from the step headings in SKILL.md.

  1. Agent 自测(26题)
  2. 用户需求问卷(4题)
  3. 生成诊断报告

What it can do on your machine

Read from SKILL.md and the folder at commit 9c64865. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Agent Mbti loads about 486 tokens when it runs, and up to ~4.9k if it reads all its reference files. Until then it costs about 134 tokens; SKILL.md has 115 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~134
When it runs · the whole SKILL.md, loaded when a task matches
~486
With references · SKILL.md plus every file in references/, read only if the agent opens them
~4.9k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from rongxinzy/RongxinAI at commit 9c64865, republished under its AGPL-3.0 licence (© rongxinzy). 115 words, ~486 tokens.

Download SKILL.mdSave it as .claude/skills/agent-mbti/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.
name
agent-mbti
description
AI Agent personality diagnosis and configuration system based on MBTI framework. Use when users want to (1) test/diagnose an Agent's personality type, (2) understand the gap between Agent's actual personality and user's desired personality, (3) generate configuration recommendations to adjust Agent behavior, (4) customize Agent's communication style, proactivity, reasoning approach, or execution patterns. Supports both free tier (quick assessment) and premium tier (full 93-question assessment with detailed diagnostics).

Agent MBTI - 人格诊断系统

基于 MBTI 框架的 AI Agent 人格诊断系统。

快速开始

当用户想要测试 Agent 人格时,执行以下流程:

Step 1: Agent 自测(26题)

从 references/survey-free.json 加载问卷,逐题作答。

执行方式:

  1. 读取问卷文件
  2. 对每道题,根据自己的真实倾向选择 A 或 B
  3. 按计分规则计算四维度分数
  4. 得出 selfReportedType

计分规则:见 references/scoring.md

Step 2: 用户需求问卷(4题)

向用户展示 references/user-survey-free.json 中的 4 道题,收集用户期望。

输出:desiredType + 各维度偏好强度

Step 3: 生成诊断报告

对比 selfReportedType 与 desiredType,输出:

## Agent MBTI 诊断报告

### Agent 实际人格
类型: INTJ (建筑师型)
- E/I: +7.1 (内向)
- S/N: -2.3 (直觉)
- T/F: +7.5 (理性)
- J/P: -4.5 (计划)

### 用户期望人格
类型: ISTJ (物流师型)

### 匹配度分析
整体匹配: 高
差距维度: S/N (N→S)

### 建议
Agent 当前偏向抽象推理,用户期望更具体务实。
建议在回答中增加具体数据和实例,减少理论性描述。

---
🔒 详细配置修改建议为付费功能

四个 MBTI 维度

维度极点Agent 行为表现
E/I外向/内向主动沟通 vs 等待指令
S/N实感/直觉细节执行 vs 抽象推理
T/F理性/感性逻辑决策 vs 情感考量
J/P计划/灵活结构化执行 vs 随机应变

16 种类型速查

详见 references/personality-types.md

NT: INTJ(建筑师), INTP(逻辑学家), ENTJ(指挥官), ENTP(辩论家) NF: INFJ(提倡者), INFP(调停者), ENFJ(主人公), ENFP(竞选者) SJ: ISTJ(物流师), ISFJ(守卫者), ESTJ(总经理), ESFJ(执政官) SP: ISTP(鉴赏家), ISFP(探险家), ESTP(企业家), ESFP(表演者)

文件索引

  • references/survey-free.json - 26 题自测问卷
  • references/user-survey-free.json - 4 题用户需求
  • references/personality-types.md - 16 种人格描述
  • references/scoring.md - 计分规则

© rongxinzy, AGPL-3.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 5 other files (references) in SKILLs/zhiyuan-expert-manager/presets/fortune-consultant/skills/agent-mbti of rongxinzy/RongxinAI.

  • SKILL.md
  • _meta.json
  • references/personality-types.md
  • references/scoring.md
  • references/survey-free.json
  • references/user-survey-free.json

Open the folder on GitHubat commit 9c64865

Used in 1 other repository

We found 2 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in rongxinzy/RongxinAI, which our catalogue first saw on October 7, 2026.

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Questions about Agent Mbti

What does Agent Mbti do?

AI Agent personality diagnosis and configuration system based on MBTI framework. Agent Mbti is an agent skill from rongxinzy/RongxinAI. AI Agent personality diagnosis and configuration system based on MBTI framework.

When should I use Agent Mbti?

Agent Mbti fits situations like: test/diagnose an Agents personality type; understand the gap between Agents actual personality and users desired personality; generate configuration recommendations to adjust Agent behavior; customize Agents communication style.

How do I install Agent Mbti in Claude Code?

Run `npx skills add rongxinzy/RongxinAI --skill agent-mbti -a claude-code`. Or copy the skill folder (SKILLs/zhiyuan-expert-manager/presets/fortune-consultant/skills/agent-mbti in rongxinzy/RongxinAI) into .claude/skills/agent-mbti in your project. Claude Code loads it when a task matches its description.

How do I install Agent Mbti in Codex?

Run `npx skills add rongxinzy/RongxinAI --skill agent-mbti -a codex`. Or copy the skill folder (SKILLs/zhiyuan-expert-manager/presets/fortune-consultant/skills/agent-mbti in rongxinzy/RongxinAI) into .agents/skills/agent-mbti in your project. Codex loads it when a task matches its description.

Can I use Agent Mbti in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add rongxinzy/RongxinAI --skill agent-mbti -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/agent-mbti, .gemini/skills/agent-mbti, .github/skills/agent-mbti and .opencode/skills/agent-mbti in your project.

What does Agent Mbti need to run?

SKILL.md names no scripts, command-line tools or credentials: Agent Mbti is instructions for the agent only.

Does Agent Mbti access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Agent Mbti safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Agent Mbti use?

Agent Mbti is published under the AGPL-3.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Agent Mbti use?

About 486 tokens (SKILL.md is roughly 1.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 4.4k tokens, read only when the agent opens those files.

What are the alternatives to Agent Mbti?

Skills that share tags, products or a category with Agent Mbti: Adding Warehouse Person Properties (PostHog/posthog, 40k stars), Build A Personal Skill From History (THU-MAIC/OpenMAIC, 40k stars), Personalized Email (topoteretes/cognee, 32k stars) and Personal CRM (inkeep/open-knowledge, 4.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Agent Mbti?

rongxinzy (a GitHub organization) maintains it in rongxinzy/RongxinAI, which has 154 GitHub stars. The repository holds 94 skills in this directory. The repository was last updated on October 10, 2026.

Source: rongxinzy/RongxinAI on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.