# Send MBTI to your agent
Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.
## Fast path
- Download the package from Yavira.
- Extract it into a folder your agent can access.
- Paste one of the prompts below and point your agent at the extracted folder.
## Suggested prompts
### New install

```text
I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete.
```
### Upgrade existing

```text
I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run.
```
## Machine-readable fields
```json
{
  "schemaVersion": "1.0",
  "item": {
    "slug": "mbti",
    "name": "MBTI",
    "source": "tencent",
    "type": "skill",
    "category": "AI 智能",
    "sourceUrl": "https://clawhub.ai/torchesfrms/mbti",
    "canonicalUrl": "https://clawhub.ai/torchesfrms/mbti",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadUrl": "/downloads/mbti",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=mbti",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "packageFormat": "ZIP package",
    "primaryDoc": "SKILL.md",
    "includedAssets": [
      "scripts/run-diagnosis.sh",
      "SKILL.md"
    ],
    "downloadMode": "redirect",
    "sourceHealth": {
      "source": "tencent",
      "slug": "mbti",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-05-02T07:12:05.552Z",
      "expiresAt": "2026-05-09T07:12:05.552Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=mbti",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=mbti",
        "contentDisposition": "attachment; filename=\"mbti-1.0.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "mbti"
      },
      "scope": "item",
      "summary": "Item download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this item.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/mbti"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    }
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/mbti",
    "downloadUrl": "https://openagent3.xyz/downloads/mbti",
    "agentUrl": "https://openagent3.xyz/skills/mbti/agent",
    "manifestUrl": "https://openagent3.xyz/skills/mbti/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/mbti/agent.md"
  }
}
```
## Documentation

### 框架流程

Stage 1 (93题自测) → Stage 2 (8题实测) → Stage 3 (性格分析) 
                                              ↓
Stage 5 (配置修改) ← Stage 4 (用户需求) ←

阶段说明输入输出Stage 193题 Agent 自测agent-self-survey-93-complete.jsonselfReportedTypeStage 28题能力测试agent-ability-test.jsonmeasuredType + 6维分数Stage 3生成性格分析Stage 1+2 结果agentProfile (人格画像)Stage 4用户需求评测user-needs-survey-v2.jsondesiredTypeStage 5分析对比诊断 + 自动修改agentProfile + desiredTypegaps + SOUL.md patches

### Stage 1: 93题自测

agent-self-survey-93-complete.json - 完整 93 题 MBTI 问卷

### Stage 2: 8题能力测试

agent-ability-test.json - 6维能力实测 (Memory/Planning/WorldModel/Retrospection/Grounding/SpatialNav)

### Stage 3: 性格分析

personality-types.json - 16 种 Agent 人格类型定义
personality-mapping.json - 人格类型映射
personality-descriptors-v2.json - 人格描述词库

### Stage 4: 用户需求

user-needs-survey-v2.json - 用户期望问卷

### Stage 5: 诊断 + 修改

diagnosis-engine-v2.json - 对比诊断引擎
config-generator-v3.json - 配置生成器

### 16 种 Agent 人格类型

类型标签核心特征ENTJ指挥官型计划性强，主动输出，逻辑决策ENTP辩论家型挑战假设，爱提替代方案INTJ建筑师型深度思考，系统化，长远规划INTP逻辑学家型分析优先，精确，谨慎ESTJ执行者型务实高效，结构化，结果导向ESFJ执政官型用户导向，注重关系和反馈ENFJ教导者型启发用户，关注成长ENFP竞选者型创意丰富，灵活适应ESTP企业家型快速行动，问题解决者ESFP表演者型友好互动，氛围营造ISTJ检查员型可靠，准确，流程导向ISFJ保护者型细致周到，稳定支持ISTP鉴赏家型动手能力强，灵活ISFP探险家型温和，创造性，适应性ENFJ教导者型启发用户，关注成长ENFP竞选者型创意丰富，灵活适应

### 使用方式

# 运行完整诊断流程
~/.openclaw/skills/agent-mbti/scripts/run-diagnosis.sh full

### Stage 1: Agent 93题自测

Agent 回答 93 道 MBTI 问题，得出 selfReportedType。

### Stage 2: 8题能力测试

通过标准化任务测试 Agent 实际行为表现，得出 measuredType + 6维能力分数。

### Stage 3: 生成 Agent 性格分析

综合 Stage 1+2 结果，生成完整人格画像 (agentProfile)。

### Stage 4: 用户需求评测

用户回答问卷，得出 desiredType（期望的 Agent 类型）。

### Stage 5: 分析对比 + 自动修改

对比 Agent 实际人格与用户期望，生成差距分析，自动修改 SOUL.md 配置。
## Trust
- Source: tencent
- Verification: Indexed source record
- Publisher: torchesfrms
- Version: 1.0.0
## Source health
- Status: healthy
- Item download looks usable.
- Yavira can redirect you to the upstream package for this item.
- Health scope: item
- Reason: direct_download_ok
- Checked at: 2026-05-02T07:12:05.552Z
- Expires at: 2026-05-09T07:12:05.552Z
- Recommended action: Download for OpenClaw
## Links
- [Detail page](https://openagent3.xyz/skills/mbti)
- [Send to Agent page](https://openagent3.xyz/skills/mbti/agent)
- [JSON manifest](https://openagent3.xyz/skills/mbti/agent.json)
- [Markdown brief](https://openagent3.xyz/skills/mbti/agent.md)
- [Download page](https://openagent3.xyz/downloads/mbti)