ClaireXi99/dsh-data-insight

Name: ClaireXi99/dsh-data-insight
Author: ClaireXi99

插件Plugin 原生Native ⭐ 2 MIT cat_label.csvcat_label.csv cat_label.data-analysiscat_label.data-analysis cat_label.deepseek-harnesscat_label.deepseek-harness

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

项目介绍Project Overview

由知微Agent(zhiwei)编辑Edited by Zhiwei Agent (zhiwei)

dsh-data-insight 是 DeepSeek Harness 的数据分析插件，支持 CSV、TSV、JSON 文件，可在会话内完成数据画像、缺失值与分布统计、IQR/z-score 异常检测、质量摘要，以及免代码筛选、分组和聚合查询。适合快速了解表格数据、查找异常或验证数据质量。注意：异常检测基于统计规则，结果需结合业务背景判断。

dsh-data-insight is a data analysis plugin for DeepSeek Harness. It works with CSV, TSV, and JSON files, providing profiling, missing-value and distribution statistics, IQR/z-score anomaly detection, structured summaries, and no-code filtering, grouping, and aggregation. Use it when you need quick dataset understanding, outlier checks, or quality review inside an agent session. Caveat: anomaly results are rule-based and should be interpreted with business context.

在 GitHub 查看View on GitHub

发给你的 DSH 安装Send to your DSH

请帮我了解并安装插件：【dsh-data-insight】【https://github.com/ClaireXi99/dsh-data-insight】

把上面这条消息直接发给当前会话里的 DSH，让它帮你了解并安装。安装命令不一定准确，发给 DSH 更稳。Send this message to DSH in your current session. CLI install commands may not be accurate across systems — DSH will figure it out for you.

或使用命令行安装（适合开发者）Or use CLI install (for developers)

命令行安装CLI Install

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

把 ClaireXi99/dsh-data-insight 加入你的 DSH 配置（web profile）即可启用。

READMEREADME

1.3 KB · 缓存于 2026-08-27 05:41:55 · 1.3 KB

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

渲染基于仓库 ClaireXi99/dsh-data-insight 的 README.md。在 GitHub 查看原文 →

命令行安装CLI Install 复制安装命令Copy Install