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Lay Summary Gen
作者
ewankeynes
· GitHub ↗
· v0.1.0
· MIT-0
231
总下载
0
收藏
0
当前安装
1
版本数
在 OpenClaw 中安装
/install lay-summary-gen
功能描述
Converts complex medical abstracts into plain language summaries for patients, caregivers, and the general public. Ensures readability while maintaining scie...
使用说明 (SKILL.md)
Lay Summary Gen
Generates plain-language summaries of medical research for non-expert audiences.
Features
- Complex to simple language conversion
- Jargon elimination
- Reading level optimization (Grade 6-8)
- Key takeaways extraction
- EU CTR compliance support
Input Parameters
| Parameter | Type | Required | Description |
|---|---|---|---|
abstract |
str | Yes | Original medical abstract |
target_audience |
str | No | "patients", "public", "media" |
max_words |
int | No | Maximum word count (default: 250) |
Output Format
{
"lay_summary": "string",
"reading_level": "string",
"key_takeaways": ["string"],
"word_count": "int",
"jargon_replaced": [{"term": "plain"}]
}
Risk Assessment
| Risk Indicator | Assessment | Level |
|---|---|---|
| Code Execution | Python/R scripts executed locally | Medium |
| Network Access | No external API calls | Low |
| File System Access | Read input files, write output files | Medium |
| Instruction Tampering | Standard prompt guidelines | Low |
| Data Exposure | Output files saved to workspace | Low |
Security Checklist
- No hardcoded credentials or API keys
- No unauthorized file system access (../)
- Output does not expose sensitive information
- Prompt injection protections in place
- Input file paths validated (no ../ traversal)
- Output directory restricted to workspace
- Script execution in sandboxed environment
- Error messages sanitized (no stack traces exposed)
- Dependencies audited
Prerequisites
No additional Python packages required.
Evaluation Criteria
Success Metrics
- Successfully executes main functionality
- Output meets quality standards
- Handles edge cases gracefully
- Performance is acceptable
Test Cases
- Basic Functionality: Standard input → Expected output
- Edge Case: Invalid input → Graceful error handling
- Performance: Large dataset → Acceptable processing time
Lifecycle Status
- Current Stage: Draft
- Next Review Date: 2026-03-06
- Known Issues: None
- Planned Improvements:
- Performance optimization
- Additional feature support
安全使用建议
This skill appears to do what it says: a small local Python tool for simplifying medical abstracts. It's coherent and low-risk: there are no network calls or secret requirements. Before installing or using it with real patient data, review and test outputs for clinical accuracy (this is not medical advice), and avoid feeding sensitive identifiable patient information into any third-party service. Note the SKILL.md mentions file read/write and sandboxing but the current script only reads an input string and prints JSON—if you or your environment modifies the skill to accept file inputs, re-review for path traversal and data-handling safeguards.
功能分析
Type: OpenClaw Skill
Name: lay-summary-gen
Version: 0.1.0
The skill bundle is a straightforward text processing tool designed to simplify medical abstracts into plain language. The core logic in scripts/main.py uses basic string manipulation and regular expressions to replace jargon and estimate reading levels, with no evidence of network access, file system interaction, or malicious execution patterns. The documentation in SKILL.md and references/guidelines.md is consistent with the stated purpose and contains no prompt injection attempts or suspicious instructions.
能力评估
Purpose & Capability
The name/description (lay summaries for non-experts) align with the included Python implementation: jargon mapping, sentence simplification, key-takeaway extraction, and a reading-level estimate. There are no unrelated credentials, binaries, or services requested.
Instruction Scope
The SKILL.md and script instruct local execution of a Python script and expect input abstracts. The SKILL.md's risk checklist mentions file reads/writes and sandboxing, but the provided script only reads an input string (argv) and prints JSON—it does not perform filesystem or network I/O. This is a minor documentation vs. implementation mismatch (not a functional threat), but users should note the skill will execute local Python code.
Install Mechanism
No install spec is provided (instruction-only + small script bundled). No packages or external downloads are required. This is low-risk from installation perspective.
Credentials
No environment variables, credentials, or config paths are requested. The skill does not require elevated environment access and the code does not read environment variables.
Persistence & Privilege
The skill is not always-enabled and does not request persistent system presence or modify other skills or system settings. It runs locally when invoked.
如何使用
- 确保已安装 OpenClaw（本地或 Docker 部署）
- 在对话框中输入安装命令：
/install lay-summary-gen - 安装完成后，直接呼叫该 Skill 的名称或使用
/lay-summary-gen触发 - 根据 Skill 的参数说明提供必要输入，即可获得结构化输出
版本历史
v0.1.0
Initial release of Lay Summary Gen – converts medical research abstracts to plain-language summaries.
- Converts complex medical language into easy-to-understand summaries for patients and the public
- Removes jargon and optimizes summaries for grade 6–8 reading level
- Extracts key takeaways and supports EU CTR compliance
- Offers customization for target audience and word count
- Provides a structured JSON output with lay summary, reading level, and replaced jargon
元数据
常见问题
Lay Summary Gen 是什么？
Converts complex medical abstracts into plain language summaries for patients, caregivers, and the general public. Ensures readability while maintaining scie... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 231 次。
如何安装 Lay Summary Gen？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install lay-summary-gen」即可一键安装，无需额外配置。
Lay Summary Gen 是免费的吗？
是的，Lay Summary Gen 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Lay Summary Gen 支持哪些平台？
Lay Summary Gen 跨平台运行，可在任意部署了 OpenClaw / Claude Code 的环境中使用（cross-platform）。
谁开发了 Lay Summary Gen？
由 ewankeynes（@ewankeynes）开发并维护，当前版本 v0.1.0。
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