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wwumit

Excel2Insights

by Wei Wu · GitHub ↗ · v1.1.0 · MIT-0
cross-platform ✓ Security Clean
235
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Install in OpenClaw
/install excel2insights
Description
Excel数据分析与可视化助手
README (SKILL.md)

name: excel2insights description: Excel数据分析工具 metadata: openclaw: requires: env: [] optional: env: []

Excel数据分析工具,支持基本的Excel数据分析和报告生成。

Usage Guidance
This package appears coherent with its stated purpose (local Excel analysis and PNG report generation) and doesn't request credentials or network access in the visible files. Before installing or running it on sensitive data: 1) inspect the full excel2insights.py file (the review bundle truncated the file) and search for any network-related modules (requests, http, socket, urllib, ftplib) or for subprocess/os.system calls; 2) verify there is no obfuscated or dynamically generated code (eval/exec/compile imported from external sources); 3) install dependencies in an isolated virtualenv and run the tool on non-sensitive sample data first; 4) monitor outbound network activity (e.g., with a firewall or sandbox) the first time you run it; and 5) if you need higher assurance, request the full, untruncated source or run a static scan for any hidden IO or networking. If you find network calls or unexpected secret access in the remaining portion of the file, treat the skill as suspicious and do not run it on real data.
Capability Analysis
Type: OpenClaw Skill Name: excel2insights Version: 1.1.0 The excel2insights skill bundle is a standard data analysis tool for Excel and CSV files using pandas and matplotlib. The core logic in excel2insights.py is limited to local file processing, statistical calculations, and image generation, with no evidence of network activity, shell execution, or sensitive data access. The documentation (README.md, ENHANCEMENTS.md) emphasizes local-only processing and data security, and the code contains no suspicious obfuscation or prompt-injection attempts.
Capability Assessment
Purpose & Capability
Name/description ('Excel 数据分析与可视化') match the included code and docs. Declared dependencies (pandas, matplotlib, openpyxl) are appropriate for reading Excel/CSV files and creating PNG charts. No unrelated credentials or binaries are requested.
Instruction Scope
SKILL.md is minimal and describes a local Excel analysis tool. The python source shown performs local file I/O (loading spreadsheets), analysis, and writes PNG reports—these actions are appropriate for the stated purpose. There are no instructions to read unrelated system files or environment variables in the visible content.
Install Mechanism
No install spec is provided (instruction-only skill), and INSTALL.md simply advises pip install of reasonable Python packages from PyPI. Nothing in the bundle attempts to download or execute remote archives.
Credentials
The skill requires no environment variables or credentials. The code as shown does not reference secrets or external service tokens. Requested resources (local files, output directories) are proportional to an analysis tool.
Persistence & Privilege
The skill does not request always:true and does not attempt to modify agent/system configuration in the visible files. It runs on demand and writes only analysis outputs (reports, PNGs) to local directories.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install excel2insights
  3. After installation, invoke the skill by name or use /excel2insights
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.1.0
- Added README.md to provide documentation for the skill. - Added ENHANCEMENTS.md to track improvements and updates.
v1.0.8
- Removed all documentation, configuration, and example files. - SKILL.md simplified: feature descriptions and environment variable info greatly reduced. - All user and developer guides, security/policy docs, and usage instructions removed. - Only the minimal skill description remains.
v1.0.5
excel2insights v1.0.5 - 版本号更新,保持为纯本地Excel数据分析与可视化工具 - 所有安全与权限声明同步当前版本号,无新增依赖或必需环境变量 - 文档内容与之前版本一致,仅反映新版本号 - 继续全面符合ClawHub安全与权限最小化要求 - 升级不会影响现有功能与安装方式
v1.0.4
excel2insights v1.0.4 is a minor version update with updated documentation and security details. - 安全声明、权限声明、合规说明、安装文档等全面升级至v1.0.4,版本号及相关描述已同步更新 - 明确强调本地纯分析工具,无需云凭证及网络权限 - 升级建议与历史版本说明同步调整至v1.0.4 - 其余功能、用法、核心内容与上一版一致
v1.0.3
Version 1.0.3 is a maintenance and documentation release reinforcing project independence and compliance: - 明确Excel2Insights为完全独立的Excel数据分析工具,无任何外部项目引用或依赖。 - 强化独立项目身份、文档与代码一致性说明,确保用户识别其专有设计。 - 更新所有文档为版本v1.0.3,保持与实际功能一致。 - 保持原有纯本地功能与安全特性,无新增功能或结构更改。
v1.0.2
excel2insights v1.0.2 - 移除FEISHU_APP_ID和FEISHU_APP_SECRET相关内容,明确为纯本地工具,不需要云凭证。 - 文档内的版本号、安装指引与权限说明更新为v1.0.2。 - 保持所有功能为本地执行,并持续强调最小权限原则。 - 进一步清理了冗余或与网络相关的说明,突出安全和隐私保护。 - 使用和安装方式未变,升级无风险。
v1.0.1
excel2insights v1.0.1 – 安全合规修复版 - 移除了对 FEISHU_APP_ID 和 FEISHU_APP_SECRET 的必需环境变量声明,实现完全本地化,无需云凭证。 - 明确声明本工具为纯本地数据分析,彻底消除所有网络上传和云集成代码及说明。 - 文档全面修订,确保权限、凭证、安全性与功能范围描述一致,满足ClawHub安全审核要求。 - 其他微调:清理不必要的模块引用和提升文档一致性。 - 推荐所有用户从 v1.0.0 升级,以获得更佳的安全性和合规体验。
v1.0.0
excel2insights v1.0.0 - 首个MVP发布,提供基础Excel数据分析与可视化能力。 - 支持自动读取Excel文件并识别数据结构 - 提供基础统计、趋势分析、相关性洞察等智能分析 - 多类型图表可视化生成,支持图片与PPT导出 - 一键生成完整数据洞察报告,支持飞书云端分享(可选) - 权限友好设计,基础功能无需特殊配置,数据全本地处理 - 完善文档、安装指南与安全策略,便于快速上手
Metadata
Slug excel2insights
Version 1.1.0
License MIT-0
All-time Installs 2
Active Installs 2
Total Versions 8
Frequently Asked Questions

What is Excel2Insights?

Excel数据分析与可视化助手. It is an AI Agent Skill for Claude Code / OpenClaw, with 235 downloads so far.

How do I install Excel2Insights?

Run "/install excel2insights" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Excel2Insights free?

Yes, Excel2Insights is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Excel2Insights support?

Excel2Insights is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Excel2Insights?

It is built and maintained by Wei Wu (@wwumit); the current version is v1.1.0.

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