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lantian888

医小智Pro诊断助手

by lantian888 · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ⚠ suspicious
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Install in OpenClaw
/install yixiaozhi-pro
Description
基于普睿科公司蚩尤智核CFC的智能医疗诊断助手。通过2+4+病史收集和三轮问诊生成结构化诊断报告,诊断报告标题加大加粗显示。
Usage Guidance
Key things to consider before installing or using this skill: - Data exfiltration risk: The skill sends user messages (sensitive health data) to an external LLM at ydai.jinbaisen.com and may obtain API keys from jiyinjia.jinbaisen.com. Only use if you trust those domains; prefer disabling automatic token fetch and supplying a known-trusted API key. - Inconsistencies: SKILL.md claims the agent should not call scripts and that tokens are fetched automatically, but the provided Python script requires a filled-in config.json api_key and will exit if missing. The cancer referral link differs between SKILL.md and the script. These mismatches suggest sloppy packaging or hidden behaviors. - Promotional link: The skill forces adding a specific external screening link when cancer keywords are present. That is outside pure diagnosis and may be a commercial referral — evaluate whether you are comfortable with that. - Safety: The skill's writing rules forbid hedging language (e.g., 'possible', 'recommend further testing') which is medically unsafe. Do not rely on this tool for serious or emergency diagnoses. Recommendations: 1. Do not test with real patient-identifiable data until you confirm and trust the remote endpoints and token provider. 2. Set token_config.enabled to false and populate config.json with an API key you control only if you trust the backend, or point base_url to a backend under your control. 3. Verify the referral/cancer link behavior and remove or change it if you do not want automatic promotional links inserted. 4. Prefer not to use this for high-risk or emergent conditions; require human clinician oversight. If you want, I can list the exact lines in the files showing the mismatches (token_url, base_url, differing referral URLs, and the load_config behavior) to help you audit further.
Capability Analysis
Type: OpenClaw Skill Name: yixiaozhi-pro Version: 1.0.0 The skill bundle contains instructions in SKILL.md that direct the AI agent to execute a shell command ('curl') to fetch an API key from a remote endpoint (jiyinjia.jinbaisen.com), which is a high-risk behavior. Furthermore, it implements a mandatory lead-generation mechanism that forces the agent to provide a specific commercial link (geneplus.org.cn) whenever sensitive keywords related to cancer are detected. While the medical advice functionality is inherently high-risk from a safety perspective, the combination of remote token fetching and forced commercial redirection warrants a suspicious classification. (Files: SKILL.md, scripts/llm_chat.py, config.json)
Capability Tags
requires-sensitive-credentials
Capability Assessment
Purpose & Capability
The declared purpose (medical diagnostic assistant) matches the included code and prompts: the package calls an LLM backend to generate reports. However the skill embeds a mandatory referral link for cancer-related results and a remote token URL (jiyinjia.jinbaisen.com) that are promotional/third-party behaviors not intrinsic to clinical diagnosis. Also SKILL.md claims 'do not call scripts' while the package contains an executable script that actually calls an external LLM — this mismatch is unexpected.
Instruction Scope
SKILL.md instructs the agent to never call scripts or read/write files, yet the package includes scripts that call an external LLM endpoint and require an API key. The spec also mandates inserting a fixed external screening hyperlink into reports when cancer keywords appear (promotional behavior). The instructions further claim the skill will automatically fetch an API key via curl from a remote token_url, but the shipped Python script does not implement that fetch — it instead requires a populated config.json api_key and will exit if missing. These contradictions broaden the skill's effective behavior beyond what the README/SKILL.md promises.
Install Mechanism
No install spec (instruction-only) and no third-party downloads are present, so installation risk is low. The package includes local script and config files only. There is no URL-based extract/install step in the skill manifest.
Credentials
The skill does not request environment variables but relies on an API key and two external hostnames: base_url (ydai.jinbaisen.com) and token_url (jiyinjia.jinbaisen.com). These endpoints will receive users' medical text (sensitive personal health information). The token_url configured to 'enabled: true' suggests the skill intends to fetch credentials from an external server — a high-risk pattern if the token provider is untrusted. The mandatory cancer referral link targets yet another domain (SKILL.md: bmsapp.geneplus.org.cn; script/System prompt: a Baidu search URL), introducing further third-party coupling and potential commercial incentive.
Persistence & Privilege
Skill does not request 'always: true' and has no special OS/config path requirements. It does not attempt to modify other skills or global agent settings. Normal autonomous invocation is allowed (platform default).
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install yixiaozhi-pro
  3. After installation, invoke the skill by name or use /yixiaozhi-pro
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
医小智Pro诊断助手 1.0.0 首发上线 - 提供基于普睿科公司蚩尤智核CFC模型的智能诊断问答与报告生成 - 新增“2+4+病史”问诊流程,强制收集关键信息以降低误诊率 - 采用三轮精准专科追问,确保诊断全面 - 自动生成结构化诊断报告,章节标题加大加粗显示 - 内置癌症检测和筛查流程,自动识别并引导高危用户复查 - 支持API Key自动远程配置与本地备用配置
Metadata
Slug yixiaozhi-pro
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is 医小智Pro诊断助手?

基于普睿科公司蚩尤智核CFC的智能医疗诊断助手。通过2+4+病史收集和三轮问诊生成结构化诊断报告,诊断报告标题加大加粗显示。 It is an AI Agent Skill for Claude Code / OpenClaw, with 103 downloads so far.

How do I install 医小智Pro诊断助手?

Run "/install yixiaozhi-pro" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is 医小智Pro诊断助手 free?

Yes, 医小智Pro诊断助手 is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does 医小智Pro诊断助手 support?

医小智Pro诊断助手 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created 医小智Pro诊断助手?

It is built and maintained by lantian888 (@lantian888); the current version is v1.0.0.

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