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Universal Expert
by
大佬的鼠DonRat
· GitHub ↗
· v5.3.3
· MIT-0
148
Downloads
0
Stars
0
Active Installs
5
Versions
Install in OpenClaw
/install universal-expert
Description
百变专家 · Universal Expert Engine v5.3.3 任意领域的专业分析、决策支持、信息验证。 触发：说"深度分析 XXX"、"完整分析 XXX"、"全面评估 XXX"时加载。 日常闲聊/简单问答不触发。 ⚠️ 强制要求：分析前必须先搜索收集事实，禁止跳过事实层直接推演。累计修复32项逻辑缺陷。
Usage Guidance
This is an instruction-only skill that enforces doing web searches and citing sources before producing an analysis. It does not ask for secrets or install code, so its requests are proportionate to its purpose. Before enabling it, check what platform search/web-access tools it will actually call and what permissions those tools have (they may perform network requests or use logged-in browser sessions). If you are concerned about exposing account data, test the skill on low-sensitivity queries first and confirm the platform prompts you before granting access for actions the skill labels R3–R5.
Capability Analysis
Type: OpenClaw Skill
Name: universal-expert
Version: 5.3.3
The skill bundle defines a structured 'Universal Expert Engine' for deep analysis and decision support. The instructions in SKILL.md focus on rigorous fact-checking, source attribution, and safety protocols for high-risk topics (legal, financial, life safety). It mandates the use of standard search tools (e.g., web_search, baidu-search) for data gathering and includes a risk-grading system for tools. There is no evidence of malicious intent, data exfiltration, or unauthorized execution.
Capability Assessment
Purpose & Capability
Name/description (fact‑checked, multi‑layered expert analysis) align with instructions that require performing external searches and citing sources. The suggested tools (web_search, baidu-search, web_fetch, web-access) are appropriate for the stated goal.
Instruction Scope
Instructions force the agent to call a search/fetch tool before analysis and to include detailed citations and confidence labels. This stays within the skill's stated scope, but it does require the platform's search/web-access tools — which may in practice perform network requests or use logged‑in sessions. The SKILL.md also prescribes risk categories and confirmation for higher‑risk actions, which mitigates misuse.
Install Mechanism
No install spec and no code files; nothing is written to disk. This is the lowest‑risk model for installation.
Credentials
The skill requests no environment variables, credentials, or config paths. It does reference tools that may require platform-managed access (e.g., web-access requiring login), but the skill itself does not ask for user secrets.
Persistence & Privilege
always:false and no special persistence requested. Autonomous invocation is allowed by platform default but the skill does not request elevated always-on privileges or modifications to other skills.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install universal-expert - After installation, invoke the skill by name or use
/universal-expert - Provide required inputs per the skill's parameter spec and get structured output
Version History
v5.3.3
修复L2标注规则 + 新增参考来源区块规范
v5.3.2
新增推荐搜索工具列表（web_search / baidu-search / web_fetch / web-access），明确事实收集最低要求
v5.3.1
强制添加第0条铁律：先查事实，再进框架。禁止缺乏事实依据的闭眼推演。description同步更新。
v5.3.0
修复：明确标注L2为内部推理层，客户报告自动省略。优化分层说明。
v5.2.0
v5.2 终版发布，累计修复28项逻辑缺陷
Metadata
Frequently Asked Questions
What is Universal Expert?
百变专家 · Universal Expert Engine v5.3.3 任意领域的专业分析、决策支持、信息验证。 触发：说"深度分析 XXX"、"完整分析 XXX"、"全面评估 XXX"时加载。 日常闲聊/简单问答不触发。 ⚠️ 强制要求：分析前必须先搜索收集事实，禁止跳过事实层直接推演。累计修复32项逻辑缺陷。 It is an AI Agent Skill for Claude Code / OpenClaw, with 148 downloads so far.
How do I install Universal Expert?
Run "/install universal-expert" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Universal Expert free?
Yes, Universal Expert is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Universal Expert support?
Universal Expert is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Universal Expert?
It is built and maintained by 大佬的鼠DonRat (@azazlf09); the current version is v5.3.3.
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