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在 OpenClaw 中安装
/install two-sample-mr-research-planner
功能描述
Generates tailored two-sample Mendelian randomization study plans with four workload options, detailed workflows, validation, figures, and publication strate...
安全使用建议
This skill is an instruction-only MR study planner and appears internally consistent. Before relying on outputs: (1) verify any specific dataset availability/dates and citations the planner cites (LLMs can hallucinate details); (2) do not paste unpublished or participant-level genetic/clinical data into the chat — the skill assumes summary-statistic-level planning only; (3) have an MR/statistics expert review final analysis plans and code before execution or publication; (4) if you plan to attach this skill to an agent that can fetch external GWAS files, review that agent's data-access behavior and ensure it uses authorized APIs and protects any sensitive tokens. Overall the skill is coherent for its stated purpose, but standard domain validation and data-handling care are still required.
功能分析
Type: OpenClaw Skill
Name: two-sample-mr-research-planner
Version: 0.1.0
The skill is a specialized research planning tool for Mendelian Randomization (MR) studies in genetics and epidemiology. It provides structured workflows, scientific benchmarks for instrumental variables, and R code templates using standard, legitimate bioinformatics libraries like `TwoSampleMR` and `MRPRESSO`. The documentation (SKILL.md, gwas_databases.md, iv_benchmarks.md) contains accurate scientific guidance and links to reputable academic data portals (e.g., IEU Open GWAS, GWAS Catalog). No indicators of malicious intent, data exfiltration, or prompt injection were found.
能力评估
Purpose & Capability
The name/description (two-sample MR research planner) matches the content: stepwise study designs, instrument benchmarks, GWAS source recommendations, and deliverables. Required binaries/env/configs are none, which is appropriate for a prose planning tool.
Instruction Scope
SKILL.md and the two reference files contain prescriptive guidance for designing MR studies (data selection, instrument thresholds, sensitivity analyses, figure plans). Instructions remain within the domain of study design and reporting; they reference external GWAS resources but do not tell the agent to read unrelated system files, access credentials, or transmit data to hidden endpoints.
Install Mechanism
No install spec and no code files — the skill is instruction-only, which minimizes on-disk risk. There are no downloads, third-party packages, or binaries requested.
Credentials
The skill declares no required environment variables, credentials, or config paths. The references point to public GWAS portals and literature; no disproportionate secret access is requested.
Persistence & Privilege
The skill does not request persistent or elevated privileges (always:false). It does not attempt to modify other skills or system settings; autonomous invocation is platform-default but this skill's content does not increase that risk.
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 two-sample-mr-research-planner - 安装完成后，直接呼叫该 Skill 的名称或使用
/two-sample-mr-research-planner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
two-sample-mr-research-planner v0.1.0
- Initial release: automatically generates complete two-sample Mendelian randomization (MR) study designs from a user-provided research direction.
- Always outputs four workload configurations (Lite, Standard, Advanced, Publication+) with detailed step-by-step workflow, figure plan, validation, minimal version, and upgrade path.
- Supports multiple MR study styles (single, multi-exposure, bidirectional, lifestyle, biomarker, publication-oriented) with clear input requirements.
- Integrates robust fault tolerance, explicit assumptions, IV count benchmarks, and reviewer risk review into every plan.
- Includes R code framework guidance using TwoSampleMR, with clear marking of example GWAS IDs.
元数据
常见问题
Two Sample Mr Research Planner 是什么？
Generates tailored two-sample Mendelian randomization study plans with four workload options, detailed workflows, validation, figures, and publication strate... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 237 次。
如何安装 Two Sample Mr Research Planner？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install two-sample-mr-research-planner」即可一键安装，无需额外配置。
Two Sample Mr Research Planner 是免费的吗？
是的，Two Sample Mr Research Planner 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Two Sample Mr Research Planner 支持哪些平台？
Two Sample Mr Research Planner 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 Two Sample Mr Research Planner？
由 shanruoyu（@shanruoyu）开发并维护，当前版本 v0.1.0。
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