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REAL 人格测试
by
Sophie-xin9
· GitHub ↗
· v1.0.0
· MIT-0
87
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Install in OpenClaw
/install real-personality
Description
REAL Personality Test — not what you think you are, but what your data says you are. Scan social media accounts, analyze behavioral data (posts, likes, saves...
Usage Guidance
This skill performs deep scraping of your logged‑in social accounts by running JavaScript inside your browser and using a browser bridge (ManoBrowser). Before installing: 1) Understand it requires a ManoBrowser MCP endpoint and API key (not declared in the registry) — don’t paste keys into tools/configs unless you trust the repo and operator. 2) Review the JS extraction scripts and the ManoBrowser extension source yourself — the skill insists you execute their scripts unmodified, which could be abused to exfiltrate data. 3) If you decide to try it, test with non‑sensitive accounts or a disposable profile first and inspect network traffic (where possible). 4) Prefer manual audit of any cloned GitHub code and the ManoBrowser extension; avoid providing credentials to unknown endpoints. 5) Be aware the skill will access cookies, likes/saves/follows and other private behavior — only proceed if you accept that privacy tradeoff.
Capability Assessment
Purpose & Capability
The skill claims to scan social accounts and indeed includes detailed browser JS workflows for B站/微博/抖音/小红书/豆瓣/Bilibili etc., which is coherent with the described purpose. However the skill implicitly requires a ManoBrowser MCP endpoint and API key (to control a logged‑in Chrome instance) yet the registry metadata lists no required env vars/credentials — a mismatch between claimed dependencies and declared requirements.
Instruction Scope
Runtime instructions instruct the agent to execute large, exact JS scripts inside a logged‑in browser (chrome_execute_script) that use fetch({credentials:'include'}), XHR interception, opening/closing tabs, and extracting private behaviors (likes/saves/follows). They also instruct reading local skill files and .mcp.json to find ManoBrowser configuration. These steps access user cookies, session data and other local config and demand the exact, unmodified execution of the included scripts — which gives the skill broad discretion to collect very sensitive personal data and to run arbitrary JS with the browser's authenticated privileges.
Install Mechanism
There is no formal install spec (instruction-only), lowering install risk. But the SKILL.md recommends git cloning external repos (ClawCap/REAL and ClawCap/ManoBrowser) and installing a ManoBrowser Chrome extension. Pulling runtime code from GitHub and relying on a browser extension for privileged access is a moderate risk and should be audited before use. The included check script (check_manobrowser.sh) uses curl to check an endpoint — benign in itself but demonstrates interactions with an external MCP endpoint.
Credentials
The skill needs access to a logged‑in browser (cookies) and a ManoBrowser MCP endpoint/API key to operate, but these credentials are not declared in requires.env or primaryEnv. The skill instructs users to put Endpoint/API Key into TOOLS.md or TOOLS configuration, which is effectively requesting secrets without declaring them — disproportionate and a transparency problem. It also reads local files (manobrowser/SKILL.md, ~/.openclaw/skills/ etc.) which is more than a simple API key check.
Persistence & Privilege
always:false and no requested permanent presence. The skill reads other skill files and local config to discover ManoBrowser, but it does not declare that it will modify other skills or persist itself system‑wide. Autonomous invocation is enabled but not combined here with other escalated privileges.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install real-personality - After installation, invoke the skill by name or use
/real-personality - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release: 16 data-driven personality types from social media behavioral data
Metadata
Frequently Asked Questions
What is REAL 人格测试?
REAL Personality Test — not what you think you are, but what your data says you are. Scan social media accounts, analyze behavioral data (posts, likes, saves... It is an AI Agent Skill for Claude Code / OpenClaw, with 87 downloads so far.
How do I install REAL 人格测试?
Run "/install real-personality" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is REAL 人格测试 free?
Yes, REAL 人格测试 is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does REAL 人格测试 support?
REAL 人格测试 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created REAL 人格测试?
It is built and maintained by Sophie-xin9 (@sophie-xin9); the current version is v1.0.0.
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