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在 OpenClaw 中安装
/install microbiome-diversity-reporter
功能描述
Interpret Alpha and Beta diversity metrics from 16S rRNA sequencing results.
安全使用建议
Overall this package looks coherent for running local microbiome diversity analyses. Before installing or running: (1) review the full scripts/main.py yourself (or run python -m py_compile scripts/main.py) to confirm no hidden network calls or file access, (2) install dependencies in an isolated virtual environment, (3) run initial tests on synthetic or non-sensitive data, and (4) prefer executing in a sandboxed environment if the skill origin is unknown (no homepage/author verification). If you need higher assurance, ask the publisher for a link to source or a provenance record before using with sensitive data.
能力评估
Purpose & Capability
Name/description (interpret alpha/beta diversity from 16S data) match the included SKILL.md and the Python script's visible functionality (alpha and beta calculators, rarefaction, PCoA). Requested libraries (numpy, pandas, scipy, scikit-bio, plotting libs) are appropriate for this domain. The lack of required env vars, binaries, or config paths is proportionate.
Instruction Scope
Runtime instructions restrict the agent to validating inputs and running the packaged script on local OTU/metadata TSV files, producing local reports in HTML/JSON/Markdown. SKILL.md does not instruct reading unrelated system files, exporting secrets, or contacting external endpoints.
Install Mechanism
No install spec is provided (instruction-only skill with an included script). Dependencies are declared in requirements.txt and are common scientific packages. There are no network download URLs or extraction steps in the metadata that would write arbitrary code to disk beyond the packaged files.
Credentials
No environment variables, credentials, or config paths are required. The script uses only local file inputs (OTU/metadata) and standard libraries; requested env/credential access would have been disproportionate but none are present.
Persistence & Privilege
The skill does not request permanent presence (always:false) and does not declare modifications to other skills or system-wide settings. It appears to be a self-contained, on-demand analysis tool.
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 microbiome-diversity-reporter - 安装完成后，直接呼叫该 Skill 的名称或使用
/microbiome-diversity-reporter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
v1.0.0
Initial release of microbiome-diversity-reporter.
- Provides a workflow to interpret Alpha and Beta diversity metrics from 16S rRNA sequencing results.
- Supports command-line execution with configurable input/output parameters and multiple output formats (HTML, JSON, Markdown).
- Generates detailed reports: alpha/beta diversity analyses, visualizations (PCoA, rarefaction curves, heatmaps), and statistical summaries.
- Implements input validation, explicit assumptions, bounded scope, and fallback handling for missing/invalid data.
- Includes reference material, a security checklist, risk assessment, and audit-ready example commands.
- Designed for reproducibility, clear assumptions, and academic writing compatibility.
元数据
常见问题
Microbiome Diversity Reporter 是什么？
Interpret Alpha and Beta diversity metrics from 16S rRNA sequencing results. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 134 次。
如何安装 Microbiome Diversity Reporter？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install microbiome-diversity-reporter」即可一键安装，无需额外配置。
Microbiome Diversity Reporter 是免费的吗？
是的，Microbiome Diversity Reporter 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Microbiome Diversity Reporter 支持哪些平台？
Microbiome Diversity Reporter 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 Microbiome Diversity Reporter？
由 AIpoch（@aipoch-ai）开发并维护，当前版本 v1.0.0。
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