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Table 1 Generator

作者 AIpoch · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ 安全检测通过
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当前安装
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在 OpenClaw 中安装
/install table-1-generator-advanced
功能描述
Automated generation of baseline characteristics tables (Table 1) for clinical research papers.
安全使用建议
This skill appears to do what it says, but you should verify a few operational-security points before running: 1) Run it on non-sensitive test data first and inspect outputs to ensure behavior matches expectations. 2) Do not point it at sensitive PHI or privileged files unless you have appropriate controls; the script will read any file the process user can access. 3) The SKILL.md recommends input-path validation and sandboxing, but the script itself does not enforce path traversal protections — validate paths and run in an isolated environment if needed. 4) Install dependencies from trusted sources (pip) and consider using a virtual environment. 5) Review statistical choices (e.g., t-test, ANOVA) to ensure they are appropriate for your data. If you need stricter guarantees (no local file reads outside a workspace, enforced sandboxing, or audit logging), add those controls before use.
功能分析
Type: OpenClaw Skill Name: table-1-generator-advanced Version: 1.0.0 The skill bundle is a legitimate tool for generating clinical baseline characteristics tables using standard data science libraries (pandas, scipy). The code in scripts/main.py performs statistical analysis on user-provided CSV files without any network activity, unauthorized file access, or obfuscation, and the SKILL.md documentation contains no malicious instructions or prompt-injection attempts.
能力评估
Purpose & Capability
Name/description match the packaged implementation: scripts/main.py implements baseline Table 1 generation (continuous/categorical summaries, group tests) and declared dependencies (numpy, pandas, scipy) are appropriate for the task.
Instruction Scope
SKILL.md gives bounded, reviewable instructions (validate inputs, run the script, review outputs). The script operates only on user-supplied local CSVs and writes outputs. However, the README/checklist claims input path validation and sandboxing; the shipped script itself does not enforce path traversal or sandboxing — these protections are left to the operator.
Install Mechanism
No automated install spec is provided (instruction-only), which is lower-risk. A requirements.txt lists common Python packages; SKILL.md instructs using pip to install them. No external download URLs or archive extraction are present.
Credentials
No environment variables, credentials, or config paths are requested. The script only requires paths to input/output files supplied at runtime, which is proportional to its purpose.
Persistence & Privilege
The skill is not always-enabled, does not request elevated or persistent privileges, and does not modify other skills or global agent settings.
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 table-1-generator-advanced
  3. 安装完成后,直接呼叫该 Skill 的名称或使用 /table-1-generator-advanced 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: automated, audit-ready Table 1 generation for clinical research. - Generates APA-formatted baseline characteristics tables with variable type detection and group comparisons. - Supports missing data reporting and export to CSV/Excel. - Command-line script interface with input validation, error handling, and reproducible results. - Includes a thorough workflow, security checklist, and usage examples for robust, safe deployment. - Python 3.10+; requires numpy, pandas, and scipy.
元数据
Slug table-1-generator-advanced
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

Table 1 Generator 是什么?

Automated generation of baseline characteristics tables (Table 1) for clinical research papers. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 122 次。

如何安装 Table 1 Generator?

在 OpenClaw 或 Claude Code 对话框中运行命令「/install table-1-generator-advanced」即可一键安装,无需额外配置。

Table 1 Generator 是免费的吗?

是的,Table 1 Generator 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。

Table 1 Generator 支持哪些平台?

Table 1 Generator 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 Table 1 Generator?

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

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