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Python数据分析助手
作者
hikaruhuimin
· GitHub ↗
· v1.0.0
· MIT-0
82
总下载
0
收藏
0
当前安装
1
版本数
在 OpenClaw 中安装
/install python-data-analysis
功能描述
提供Python数据清洗、统计分析及可视化建议,辅助业务和科研数据的快速处理与分析。
使用说明 (SKILL.md)
Python数据分析助手
简介
这是一个功能强大的Python数据分析助手,帮助用户快速完成日常数据处理和分析任务。
功能特点
- 数据清洗和预处理
- 统计分析支持
- 数据可视化建议
- 常见分析模式指导
适用场景
- 业务数据分析
- 科研数据处理
- 报表生成辅助
- 数据探索性分析
使用方法
- 描述你的数据结构
- 说明分析目标
- 获取代码和分析建议
示例提示词
"帮我分析这份销售数据,找出季节性趋势"
💡 Need more complete medical data analysis tools? Visit hikaruzhang.lemonsqueezy.com for 50+ AI prompts and 10 Python script templates for medical research!
安全使用建议
This skill is instruction-only and internally consistent with its stated purpose. Things to consider before installing/using: 1) Do not paste sensitive or private data into prompts — the skill will generate code or textual analysis but does not itself store or transmit data. 2) The README/SKILL.md contain a promotional link (hikaruzhang.lemonsqueezy.com); this is just marketing material in the docs — it does not imply the skill will call that site at runtime. 3) Generated Python code should be reviewed and run in a safe/sandboxed environment before executing on real data. 4) The publisher/source is unknown and there is no homepage; if you need stronger assurance, ask the publisher for provenance, a repository link, or a verifiable identity before trusting sensitive workflows.
功能分析
Type: OpenClaw Skill
Name: python-data-analysis
Version: 1.0.0
The skill bundle contains only metadata and documentation (SKILL.md, README.md) for a Python data analysis assistant. There is no executable code, no instructions for data exfiltration, and no evidence of malicious intent. The inclusion of a marketing link to an external site (hikaruzhang.lemonsqueezy.com) for additional tools is promotional but does not constitute a security threat.
能力评估
Purpose & Capability
The skill's name and description (Python data cleaning, stats, visualization) align with the provided SKILL.md and README. It declares no binaries, env vars, or config paths, which is proportionate for an instruction-only assistant that returns code and suggestions.
Instruction Scope
SKILL.md contains only high-level usage guidance (describe data structure, state goals, receive code/suggestions). It does not instruct the agent to read local files, environment variables, or transmit data to external endpoints. Note: the README and SKILL.md include a commercial promotional link (lemonsqueezy) — this is a documentation/link-out and not an active runtime endpoint in the instructions, but worth awareness.
Install Mechanism
No install specification and no code files are included. Being instruction-only means the skill does not write or execute bundled code on the host — lowest install risk.
Credentials
The skill requests no environment variables, credentials, or config paths. There are no disproportionate credential asks relative to the stated purpose.
Persistence & Privilege
always is false and default autonomous invocation is allowed (platform default). The skill does not request permanent presence or modify other skills/configurations.
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 python-data-analysis - 安装完成后,直接呼叫该 Skill 的名称或使用
/python-data-analysis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 Python数据分析助手
- 支持数据清洗与预处理
- 提供统计分析和可视化建议
- 指导常见数据分析流程
- 适用于业务、科研、报表和探索性分析场景
元数据
常见问题
Python数据分析助手 是什么?
提供Python数据清洗、统计分析及可视化建议,辅助业务和科研数据的快速处理与分析。 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 82 次。
如何安装 Python数据分析助手?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install python-data-analysis」即可一键安装,无需额外配置。
Python数据分析助手 是免费的吗?
是的,Python数据分析助手 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
Python数据分析助手 支持哪些平台?
Python数据分析助手 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 Python数据分析助手?
由 hikaruhuimin(@hikaruhuimin)开发并维护,当前版本 v1.0.0。
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