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Universal Occupation Adapter
by
KingOfZhao
· GitHub ↗
· v1.0.0
· MIT-0
89
Downloads
0
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0
Active Installs
1
Versions
Install in OpenClaw
/install universal-occupation-adapter
Description
通用职业适配器 —— 输入任何职业名称,自动生成完整的职业专用认知Skill,让SOUL哲学覆盖所有职业
Usage Guidance
This skill's documentation promises a Python API, automatic generation, verification, and publishing of new 'occupation' skills, but the package contains only instructions and templates — no executable code or declared credentials. Before installing or invoking it:
- Ask the author for the missing implementation (the UniversalOccupationAdapter module) or a clear disclaimer that the SKILL.md is a high-level spec only.
- Do not enable auto_publish/auto_verify or any batch auto-run flags until you know where outputs will be sent and whether publishing requires credentials.
- Expect the adapter to perform web searches and create files in the workspace; run it in a sandboxed environment or review generated files before publishing.
- If you intend to use publishing features (ClawHub/GitHub), require explicit documentation about what credentials are needed and how they are stored; prefer personal tokens with least privilege.
- If you need high assurance, request unit tests or an actual implementation package and review that code before granting network access or tokens.
Capability Analysis
Type: OpenClaw Skill
Name: universal-occupation-adapter
Version: 1.0.0
The 'universal-occupation-adapter' is a meta-skill bundle designed to provide a framework for an AI agent to generate specialized professional 'cognition' skills. The SKILL.md file defines a structured 5-dimension model (SOUL) and provides templates for various professions (e.g., doctors, programmers, teachers) that include safety-oriented 'redlines' such as avoiding data leaks and hardcoded keys. There is no evidence of malicious code, data exfiltration, or harmful prompt injection; the logic is entirely focused on role-playing and skill generation within the OpenClaw ecosystem.
Capability Assessment
Purpose & Capability
The SKILL.md describes a Python class API (UniversalOccupationAdapter), install commands, auto-publish and batch-generate behaviors, and generation of new Skill packages — but the published bundle contains no code files or install spec. That mismatch (promised programmatic module + install but no code) is incoherent: either required code is missing or the documentation misrepresents what the skill actually provides.
Instruction Scope
Runtime instructions explicitly instruct web searches (Wikipedia/GitHub), file generation (SKILL.md/VERIFICATION_PROTOCOL/HEARTBEAT/README), self-verification, batch generation, and optional auto-publish to ClawHub. Those actions involve network access and creating/publishing artifacts. The instructions do not request credentials or explicitly limit destinations, so an agent following them could contact external sites and attempt to publish results without clear safeguards.
Install Mechanism
There is no install spec in the bundle (instruction-only), which is lowest technical risk. However the README/SKILL.md advertise 'clawhub install' and a cp-based manual install; because no install spec or packaged code exists, those commands are misleading and would fail or have unclear effects.
Credentials
The skill declares no required environment variables or credentials, yet its examples and features (auto_publish to ClawHub, GitHub/Wikipedia searches, potential API usage for verification/publishing) imply needing service credentials or tokens. The absence of declared credentials vs. implied external integrations is a mismatch that could lead to unexpected credential prompts or failures.
Persistence & Privilege
The skill does not request always-on presence and has defaults that allow user invocation and autonomous invocation. HEARTBEAT.md describes periodic checks for queued requests, implying background polling, but the bundle provides no mechanism to install such a daemon. No explicit system-wide privileges or modifications to other skills are requested.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install universal-occupation-adapter - After installation, invoke the skill by name or use
/universal-occupation-adapter - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Skill工厂: 职业五维度模型+6预设模板+四向碰撞自动生成任意职业Skill
Metadata
Frequently Asked Questions
What is Universal Occupation Adapter?
通用职业适配器 —— 输入任何职业名称,自动生成完整的职业专用认知Skill,让SOUL哲学覆盖所有职业. It is an AI Agent Skill for Claude Code / OpenClaw, with 89 downloads so far.
How do I install Universal Occupation Adapter?
Run "/install universal-occupation-adapter" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Universal Occupation Adapter free?
Yes, Universal Occupation Adapter is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Universal Occupation Adapter support?
Universal Occupation Adapter is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Universal Occupation Adapter?
It is built and maintained by KingOfZhao (@kingofzhao); the current version is v1.0.0.
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