← 返回 Skills 市场
aipoch-ai

Sample Size (Basic)

作者 AIpoch · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ 安全检测通过
121
总下载
0
收藏
0
当前安装
1
版本数
在 OpenClaw 中安装
/install sample-size-basic
功能描述
Basic sample size calculator for clinical research planning with common statistical scenarios
安全使用建议
This skill appears coherent and low-risk for local use: run it in a virtual environment and inspect the included scripts (scripts/main.py) before executing. Because the package source/homepage are not provided, consider pinning dependency versions (requirements.txt currently lists unpinned numpy and scipy) to reduce supply-chain risk. Note the SKILL.md mentions file I/O but the script currently only uses command-line arguments and prints results — if you expect file-based input/output, verify or modify the script safely. Finally, run it in a sandbox or isolated environment if you plan to use it with sensitive data or include it in an automated agent workflow.
功能分析
Type: OpenClaw Skill Name: sample-size-basic Version: 1.0.0 The skill bundle is a standard statistical tool for calculating sample sizes in clinical research. The core logic in `scripts/main.py` uses legitimate libraries (numpy, scipy) to perform mathematical calculations and lacks any high-risk behaviors such as network access, file system manipulation, or shell execution. The documentation in `SKILL.md` is consistent with the code's functionality and contains no evidence of prompt injection or malicious instructions.
能力评估
Purpose & Capability
Name/description (sample size calculator) matches the provided Python script and declared dependencies (numpy, scipy). Nothing requested (no env vars, no special binaries) is outside what a basic statistical calculator would need.
Instruction Scope
SKILL.md instructs installing dependencies (pip install -r requirements.txt) and lists risk items such as reading/writing files, but the included script only accepts command-line arguments and prints results (it does not read arbitrary files or transmit data). The minor mismatch (documentation mentions file I/O, code does not) is not dangerous but should be corrected for accuracy.
Install Mechanism
There is no install spec; the package is instruction-only with an included script and a requirements.txt that lists common scientific packages from PyPI (numpy, scipy). No unusual downloads, URLs, or archive extraction are present.
Credentials
The skill requests no environment variables, credentials, or config paths. This is proportionate to its stated functionality.
Persistence & Privilege
always is false and the skill does not request persistent/system privileges or modify other skills/configuration. It is user-invocable and can be run by the agent (default), which is appropriate for a tool-like skill.
如何使用
  1. 确保已安装 OpenClaw(本地或 Docker 部署)
  2. 在对话框中输入安装命令:/install sample-size-basic
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /sample-size-basic 触发
  4. 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 basic sample size calculator for clinical research planning. - Supports quick sample size estimation for t-test, chi-square, and proportion tests. - Allows specification of significance level, power, effect size, and baseline rate. - Returns required sample size per group, total sample size, and statistical summary. - Includes security and risk assessment guidelines for safe operation.
元数据
Slug sample-size-basic
版本 1.0.0
许可证 MIT-0
累计安装 0
当前安装数 0
历史版本数 1
常见问题

Sample Size (Basic) 是什么?

Basic sample size calculator for clinical research planning with common statistical scenarios. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 121 次。

如何安装 Sample Size (Basic)?

在 OpenClaw 或 Claude Code 对话框中运行命令「/install sample-size-basic」即可一键安装,无需额外配置。

Sample Size (Basic) 是免费的吗?

是的,Sample Size (Basic) 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。

Sample Size (Basic) 支持哪些平台?

Sample Size (Basic) 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 Sample Size (Basic)?

由 AIpoch(@aipoch-ai)开发并维护,当前版本 v1.0.0。

💬 留言讨论