ClaireXi99 / dsh-data-insight

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Data analysis toolkit for DeepSeek Harness — CSV profiling, anomaly detection, and data summarization

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安装

npx -y @deepseek-ai/dsh plugin --profile web add github:ClaireXi99/dsh-data-insight

此安装命令根据 GitHub 仓库地址生成,是未经验证的安装起点。

README

维护者编写的文档快照。

在 GitHub 查看 ↗
提交版本 05cc4ee同步于 2026年8月18日

dsh-data-insight

Data analysis toolkit for DeepSeek Harness. Drop a CSV and get instant profiling, anomaly detection, and queryable insights — all without leaving your agent session.

Features

  • profile_data — Column types, missing values, statistics, distributions
  • detect_anomalies — IQR and z-score outlier detection on numeric columns
  • summarize_data — Structured overview with quality issues and next-step suggestions
  • query_data — Filter, group, and aggregate without writing code

Install

dsh plugin add github:ClaireXi99/dsh-data-insight

Usage

Once installed, the tools are available to the agent automatically.

> Profile the sales data in ./data/q3_sales.csv

> Detect anomalies in the "revenue" column of report.csv

> Summarize the dataset at ./logs/user_events.json

> Query users.csv where age > 30, group by city, show mean salary

Supported Formats

  • CSV (comma-separated)
  • TSV (tab-separated)
  • JSON (array of objects, or {data: [...]} / {results: [...]})

Development

git clone https://github.com/ClaireXi99/dsh-data-insight.git
cd dsh-data-insight
npm install
npm run build
npm test

Local dev with DSH

dsh web --patch ./dev/cordis.yml

License

MIT

项目文件与信号

以下项目是目录快照中检测到的公开仓库信号。

测试已检测

仓库信息

开发语言
TypeScript
许可证
MIT
最后更新
2026年8月17日 03:55

谨慎安装

请检查源代码、权限、生命周期脚本、依赖与网络访问;不受信任的插件应先在隔离环境中测试。