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在 OpenClaw 中安装
/install c4s-csv-stats-analyzer
功能描述
Analyzes any CSV file and returns row count, column names, and basic statistics for numeric columns.
使用说明 (SKILL.md)
Usage
Invoke with: /csv-stats-analyzer \x3Cpath-to-csv-file>
Example: /csv-stats-analyzer ./sales.csv
Features
- Shows total rows and columns
- Lists all column names
- Calculates min, max, and average for every numeric column
Rules
- The CSV must exist and be readable.
- Use the helper script at {baseDir}/analyzer.py
- Run it with: uv run --with pandas {baseDir}/analyzer.py [csv-path]
- Return the output in a clean, readable format with emojis.
- Never modify the original CSV file.
安全使用建议
This skill appears to do exactly what it says: locally read a CSV and print counts and simple numeric stats. Before installing or running it, confirm you have the 'uv' runner (SKILL.md calls for 'uv run --with pandas') or else run the script with a known Python interpreter (e.g., python analyzer.py). Ensure pandas is installed in the environment that will execute the script. Only provide CSVs you trust (the script reads the file path you pass) and verify that you are comfortable with the agent being allowed to run local commands. The registry metadata omits the declared 'uv' runtime and pandas dependency — that's likely an oversight but worth double-checking. If you need higher assurance, open and review analyzer.py (small and readable) or run it in a sandboxed environment first.
功能分析
Type: OpenClaw Skill
Name: c4s-csv-stats-analyzer
Version: 1.0.0
The skill bundle is a straightforward CSV analysis tool that functions exactly as described. The Python script (analyzer.py) uses pandas to calculate basic statistics and does not contain any hidden network requests, data exfiltration logic, or obfuscated code. The instructions in SKILL.md are clear and do not attempt to manipulate the agent into performing unauthorized actions.
能力评估
Purpose & Capability
The skill name/description (CSV analysis) aligns with the provided analyzer.py and sample CSV. However, SKILL.md declares a required binary ('uv') and the need to run with pandas, while the registry metadata lists no required binaries or dependencies — a minor inconsistency but explainable (the script needs pandas and SKILL.md expects a 'uv' runner).
Instruction Scope
Instructions are narrowly scoped: run the included analyzer.py against a user-supplied CSV and return counts/numeric stats. The SKILL.md does not instruct reading other files, environment variables, or sending data externally. The analyzer.py only reads the given CSV and prints results.
Install Mechanism
No install specification is provided (instruction-only runtime with an included script). That keeps the disk/write footprint minimal. The only risk is relying on an external runner ('uv') and Python package pandas being present.
Credentials
The skill requests no environment variables, secrets, or config paths. analyzer.py does not access env vars or external credentials. The lack of credential requests is proportional to the stated CSV analysis purpose.
Persistence & Privilege
always is false and user-invocable is true (normal). The skill does not request persistent system privileges or modify other skills or system settings.
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 c4s-csv-stats-analyzer - 安装完成后，直接呼叫该 Skill 的名称或使用
/c4s-csv-stats-analyzer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 csv-stats-analyzer skill.
- Analyzes any CSV file to provide row count and column names.
- Calculates min, max, and average values for each numeric column.
- Simple command: `/csv-stats-analyzer <path-to-csv-file>`.
- Presents output in a clean, readable format with emojis.
- Utilizes a Python helper script run via uv with pandas support.
元数据
常见问题
CSV Stats Analyzer 是什么？
Analyzes any CSV file and returns row count, column names, and basic statistics for numeric columns. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 144 次。
如何安装 CSV Stats Analyzer？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install c4s-csv-stats-analyzer」即可一键安装，无需额外配置。
CSV Stats Analyzer 是免费的吗？
是的，CSV Stats Analyzer 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
CSV Stats Analyzer 支持哪些平台？
CSV Stats Analyzer 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 CSV Stats Analyzer？
由 democ4s（@democ4s）开发并维护，当前版本 v1.0.0。
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