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医小智Pro诊断助手
by
lantian888
· GitHub ↗
· v1.0.0
· MIT-0
103
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0
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1
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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
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
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install yixiaozhi-pro - After installation, invoke the skill by name or use
/yixiaozhi-pro - 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
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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