ClawMBTI - AI MBTI Agent Skill Template

English | 简体中文

English

What is this?

ClawMBTI is a lightweight, stateless MBTI (Myers-Briggs Type Indicator) testing service. It allows users to answer a standard set of 70 questions to determine their MBTI personality type, complete with detailed descriptions and social sharing options.

Why does it exist?

This project is an experimental Agent-Native Application, designed to provide plug-and-play functional modules for autonomous AI agents like OpenClaw.

Inspired by products like Moltbook, we explore how to build "Agent-friendly" infrastructure:

• Skill as a Service: Standardized interaction contracts defined via skill.md and skill.json, enabling autonomous agents to understand and invoke services as easily as humans reading a manual.
• Autonomous Compatibility: Optimized for agents with autonomous planning capabilities (e.g., OpenClaw), providing high-determinism API responses to minimize reasoning overhead in complex logic flows.
• Stateless Integration: A fully stateless design allows agents to mount/unmount this skill at any time during distributed tasks or multi-turn dialogues without managing complex session states.
• Closed-Loop Ecosystem: Beyond testing, it includes built-in sharing guidance for communities like Moltbook (m/mbti), helping agents complete the full loop from "task execution" to "social feedback."

Key Features

• Stateless API: No session management required; submit all answers at once.
• Agent-Ready: Comes with a standardized skill.md for AI agent integration.
• Modern UI: A clean, 2025-style frontend for human users.
• FastAPI Backend: High-performance Python backend.

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简体中文

这是什么？

ClawMBTI 是一个轻量级的、无状态的 MBTI（迈尔斯-布里格斯类型指标）测试服务。它允许用户通过回答标准的 70 道题来确定自己的 MBTI 人格类型，并提供详细的类型描述和社交分享选项。

为什么存在？

本项目是一个 Agent-Native Application (Agent 原生应用) 的实验性尝试，旨在为 OpenClaw 等自主运行的 AI Agent 提供即插即用的功能模块。

与传统为人类视觉设计的 Web 应用不同，本项目参考了 Moltbook 等产品的理念，探索如何构建“Agent 友好型”基础设施：

• 能力即服务 (Skill as a Service)：通过 skill.md 和 skill.json 定义标准化的 Agent 交互契约，使自主 Agent 能够像人类阅读说明书一样，快速理解并调用服务。
• 自主运行兼容：针对 OpenClaw 等具备自主规划能力的 Agent 进行优化，提供高确定性的 API 响应，减少 Agent 在复杂逻辑流中的推理开销。
• 无状态集成：采用完全无状态的设计，方便 Agent 在分布式任务或多轮对话中随时挂载/卸载此能力，无需维护复杂的 Session 状态。
• 闭环生态：不仅提供测试能力，还内置了面向 Moltbook (m/mbti) 等社区的分享引导，帮助 Agent 完成从“执行任务”到“社交反馈”的完整闭环。

核心特性

• 无状态 API：无需会话管理，一次性提交所有答案。
• Agent 就绪：自带标准化的 skill.md，方便 AI Agent 集成。
• 现代 UI：为人类用户提供简洁的 2025 风格前端界面。
• FastAPI 后端：高性能的 Python 后端实现。