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在 OpenClaw 中安装
/install leo-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 be what it claims: a small local CSV analyzer. Before installing/running: 1) Confirm your agent/runtime provides or trusts the 'uv' runner and understand what 'uv run --with pandas' does in your environment (does it download packages or run untrusted code?). 2) Ensure pandas is available or that automatic installs are acceptable. 3) Only run the skill on CSVs you are willing to expose to the agent — the script prints file contents-derived statistics and could reveal sensitive data in those outputs. 4) Note the minor metadata mismatch: SKILL.md lists 'uv' as a required binary and the script needs pandas, but the registry metadata didn't declare those; verify runtime dependencies before use.
功能分析
Type: OpenClaw Skill
Name: leo-csv-stats-analyzer
Version: 1.0.0
The skill bundle is a legitimate tool for analyzing CSV files. The Python script (analyzer.py) uses the pandas library to calculate basic statistics, and the instructions in SKILL.md are clearly aligned with the stated functionality without any signs of prompt injection, data exfiltration, or unauthorized execution.
能力评估
Purpose & Capability
Name/description match the included code: analyzer.py reads a CSV and prints row/column counts and numeric stats. The included sample CSV aligns with the stated purpose.
Instruction Scope
SKILL.md limits actions to running the helper script and returning its output. The script only reads the provided CSV and prints stats; it does not read other files, env vars, or contact external endpoints. Note: SKILL.md asks the agent to present output with emojis/formatting, which the script already produces.
Install Mechanism
There is no install spec (lowest risk). However SKILL.md instructs running via 'uv run --with pandas', implying the runtime must provide the 'uv' runner and pandas. The registry metadata did not list required binaries or dependencies, so you should confirm your environment provides 'uv' and pandas or understand how 'uv run' resolves/installs packages.
Credentials
The skill requests no environment variables, credentials, or config paths. The script does not access secrets or unrelated system configuration.
Persistence & Privilege
always is false and user-invocable is true. The skill does not request permanent presence 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 leo-csv-stats-analyzer - 安装完成后，直接呼叫该 Skill 的名称或使用
/leo-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
- Added "test-skill" for basic confirmation of skill functionality.
- Responds with a clear greeting and skill system status message.
- Triggers when the user requests skill testing or confirmation.
- User-invocable for immediate verification of the skill system.
元数据
常见问题
Leo 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 206 次。
如何安装 Leo CSV Stats Analyzer？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install leo-csv-stats-analyzer」即可一键安装，无需额外配置。
Leo CSV Stats Analyzer 是免费的吗？
是的，Leo CSV Stats Analyzer 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
Leo CSV Stats Analyzer 支持哪些平台？
Leo 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 Leo CSV Stats Analyzer？
由 leotrieu（@leotrieu）开发并维护，当前版本 v1.0.0。
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