ClaireXi99/dsh-data-insight
Data analysis toolkit for DeepSeek Harness — CSV profiling, anomaly detection, and data summarization
This is a DeepSeek Harness (DSH) plugin. Review its GitHub README, installation information, maintenance status, and public security signals here.
No Chinese README provided upstream — showing the repository’s original content.
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, distributionsdetect_anomalies— IQR and z-score outlier detection on numeric columnssummarize_data— Structured overview with quality issues and next-step suggestionsquery_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
Security & install evidence
This score is based solely on public repository metadata and the install evidence registered here — it is not a code security audit.
From a public plugin catalog, linked to a public GitHub repository.
The repository declares the MIT license.
Code updates within the last 180 days.
No verifiable install metadata registered yet — please review the repository instructions manually.
Detected prepare — review the scripts before installing.
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