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Install in OpenClaw
/install faq-generator
Description
Generates FAQ lists from complex medical policies or protocols. Trigger when user provides medical documents, policies, or protocols and requests FAQ generat...
README (SKILL.md)
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
{
"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
- Basic FAQ Generation: Input simple medical protocol → Output valid FAQ list
- Audience Adaptation: Same input with different audiences → Appropriate tone shift
- Complex Document: Input lengthy policy document → Comprehensive FAQ coverage
- 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
Usage Guidance
This skill appears to be a draft: the SKILL.md documents a CLI that accepts file paths and options, but the included Python script ignores CLI arguments and returns a hardcoded example FAQ. Before installing or using with real medical documents: 1) Confirm how the agent will execute the script (locally vs remote) and whether any data will leave your environment. 2) Ask the author for a corrected implementation that actually accepts and validates input files and respects the documented parameters. 3) Ensure there are explicit safeguards for handling PHI (redaction, no external API calls, logging controls). 4) Test with non-sensitive dummy documents to verify actual behavior and outputs. If you rely on this for medical advice or patient-facing materials, get a clinical review—this tool does not demonstrate medical-accuracy safeguards as provided.
Capability Analysis
Type: OpenClaw Skill
Name: faq-generator
Version: 0.1.0
The skill bundle is a functional placeholder for generating medical FAQs. The Python script (scripts/main.py) contains simple, hardcoded logic with no file system or network access, and the documentation (SKILL.md) contains no malicious instructions or prompt injection attempts.
Capability Assessment
Purpose & Capability
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.
Instruction Scope
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 though there are no explicit exfiltration instructions.
Install Mechanism
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.
Credentials
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.
Persistence & Privilege
The skill does not request elevated persistence (always: false) and does not claim to modify other skills or global agent settings.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install faq-generator - After installation, invoke the skill by name or use
/faq-generator - Provide required inputs per the skill's parameter spec and get structured output
Version History
v0.1.0
Initial release of the faq-generator skill.
- Automatically generates FAQ lists from complex medical policies and protocols.
- Supports interpretation and simplification for different audiences (patients, researchers, general public).
- Offers configurable output format: JSON, markdown, or text.
- Ensures medically accurate, patient-friendly language.
- Includes risk assessment and security checklist for safe usage.
Metadata
Frequently Asked Questions
What is Faq Generator?
Generates FAQ lists from complex medical policies or protocols. Trigger when user provides medical documents, policies, or protocols and requests FAQ generat... It is an AI Agent Skill for Claude Code / OpenClaw, with 199 downloads so far.
How do I install Faq Generator?
Run "/install faq-generator" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Faq Generator free?
Yes, Faq Generator is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Faq Generator support?
Faq Generator is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Faq Generator?
It is built and maintained by AIpoch (@aipoch-ai); the current version is v0.1.0.
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