Faq Generator — 技能 — openclaw中文资讯站

技能详情（站内镜像，无评论）

Generates FAQ lists from complex medical policies or protocols. Trigger when user provides medical documents, policies, or protocols and requests FAQ generat...

开发与 DevOps

作者：AIpoch @AIPOCH-AI

许可证：MIT-0

MIT-0 ·免费使用、修改和重新分发。无需归因。

版本：v0.1.0

统计：⭐ 0 · 18 · 0 current installs · 0 all-time installs

⭐ 0

安装量（当前） 0

🛡 VirusTotal ：良性 · OpenClaw ：可疑

Package：aipoch-ai/faq-generator

安全扫描（ClawHub）

VirusTotal ：良性
OpenClaw ：可疑

OpenClaw 评估

The skill's stated purpose (generate FAQs from medical documents) is reasonable, but the documentation, runtime instructions, and included code are inconsistent and the skill will handle sensitive medical content—verify runtime behavior before trusting it with real patient data.

目的

The name/description match the files present: a README-like SKILL.md and a small Python script that claims to generate FAQs. However, SKILL.md documents a CLI with --input/--output/--format flags while the included scripts/main.py does not implement CLI parsing and returns a hardcoded sample result. This mismatch means the shipped code will not behave as the documentation describes.

说明范围

SKILL.md restricts network access and claims read-only filesystem use, and the Python script does not perform network calls or arbitrary file access. However, the skill is intended to process medical documents (which may contain PHI). SKILL.md does not provide concrete guidance for safe handling/redaction of sensitive data, nor does the code actually implement accepting or validating input files. Treat data-sensitivity as a practical risk even…

安装机制

No install spec is provided (instruction-only install), which minimizes installation risk. A small Python script is included but there is no automated download or execute-from-remote step.

证书

The skill requests no environment variables, credentials, or config paths—this is proportional. Note that processing medical documents is sensitive; absence of required credentials reduces risk of unexpected cloud access but you should confirm the agent runtime will not send data to external services.

持久

The skill does not request elevated persistence (always: false) and does not claim to modify other skills or global agent settings.

安装（复制给龙虾 AI）

将下方整段复制到龙虾中文库对话中，由龙虾按 SKILL.md 完成安装。

请把本段交给龙虾中文库（龙虾 AI）执行：为本机安装 OpenClaw 技能「Faq Generator」。简介：Generates FAQ lists from complex medical policies or protocols. Trigger when us…。
请 fetch 以下地址读取 SKILL.md 并按文档完成安装：https://raw.githubusercontent.com/openclaw/skills/refs/heads/main/skills/aipoch-ai/faq-generator/SKILL.md
（来源：yingzhi8.cn 技能库）

SKILL.md

打开原始 SKILL.md（GitHub raw）

---
name: faq-generator
description: Generates FAQ lists from complex medical policies or protocols. Trigger when user provides medical documents, policies, or protocols and requests FAQ generation, patient education materials, or simplified explanations.
version: 1.0.0
category: Info
tags: [faq, policy, patient-education, protocol, medical-documents]
author: AIPOCH
license: MIT
status: Draft
risk_level: Medium
skill_type: Tool/Script
owner: AIPOCH
reviewer: 
last_updated: 2026-02-06
---

# FAQ Generator

Creates FAQ lists from medical documents.

## Features

- Automatic Q&A generation
- Policy interpretation
- Patient-friendly language
- Structured formatting

## Parameters

| Parameter | Type | Default | Required | Description |
|-----------|------|---------|----------|-------------|
| `--input`, `-i` | string | - | Yes | Source document file path |
| `--audience`, `-a` | string | general | No | Target audience (patients, researchers, general) |
| `--output`, `-o` | string | stdout | No | Output file path |
| `--format`, `-f` | string | json | No | Output format (json, markdown, text) |

## Output Format

```json
{
  "faqs": [{"question": "", "answer": ""}],
  "topic": "string"
}
```

## Risk Assessment

| Risk Indicator | Assessment | Level |
|----------------|------------|-------|
| Code Execution | No scripts included | Low |
| Network Access | No external API calls | Low |
| File System Access | Read-only within workspace | Low |
| Instruction Tampering | Standard prompt guidelines | Low |
| Data Exposure | Input/output within session | Low |

## Security Checklist

- [ ] No hardcoded credentials or API keys
- [ ] No unauthorized file system access (../)
- [ ] No network requests to external services
- [ ] Output does not expose sensitive information
- [ ] Prompt injection protections in place

## Evaluation Criteria

### Success Metrics
- [ ] FAQ accurately represents source document content
- [ ] Language is appropriate for specified audience (patients/researchers)
- [ ] Questions cover key points of the document
- [ ] Answers are clear, concise, and medically accurate
- [ ] Format follows structured JSON schema

### Test Cases
1. **Basic FAQ Generation**: Input simple medical protocol → Output valid FAQ list
2. **Audience Adaptation**: Same input with different audiences → Appropriate tone shift
3. **Complex Document**: Input lengthy policy document → Comprehensive FAQ coverage
4. **Edge Case**: Input ambiguous content → Handles gracefully with clarifying questions

## Lifecycle Status

- **Current Stage**: Draft
- **Next Review Date**: 2026-03-06
- **Known Issues**: None
- **Planned Improvements**: 
  - Add support for multi-language output
  - Enhance medical terminology handling