dsh-data-insight
A data insight skill plugin for DeepSeek Harness that profiles CSV data and produces structured analytical Markdown reports.
Install
$ dsh plugin --profile web add "github:duyanta123/dsh-data-insight#v0.1.7"Plugin Overview & Capabilities
AI-assisted organization based on the public repository snapshot. The content must be grounded in source evidence and does not replace compatibility or security verification.
Key Capabilities
- Automatic schema inspection, missing value detection, duplicates analysis, and distribution profiling for CSV files
- Generates structured analytical Markdown reports with verified metrics, TopN rankings, and outlier detection (Z-score/IQR)
- Provides multi-channel chart rendering specifications including Markdown tables, ASCII bar charts, and Mermaid diagrams
- Optional read-only database and CSV querying through the DuckDB CLI using secure environment variable configurations
- Works both as a native DSH data-insight-runbook skill and as a standalone Node.js profiling script
Useful For
- Quickly profiling dataset health and distributions from raw CSV uploads inside DeepSeek Harness
- Generating reproducible business intelligence summaries and analytical Markdown reports without modifying data
- Running ad-hoc read-only DuckDB SQL queries over local CSV or Parquet files
Who It Fits
- Data analysts and BI practitioners using DeepSeek Harness for reporting
- Developers needing automated data profiling and metric calculation skills
- DeepSeek Harness users seeking structured analytical report generation from raw CSV inputs
Documented Limitations
- Does not write back, mutate, or clean data in storage files or databases
- DuckDB integration requires separate local installation of the DuckDB CLI binary on PATH
- DSH Web GUI does not natively render Mermaid diagrams, requiring fallback to Markdown tables or ASCII charts
DSH Compatibility
Version-specific runtime evidence collected by DSH Plugin. A missing result means we have not tested that combination yet.
Security Signals
Objective signals discovered from package metadata and source inspection. These are not a guarantee that a plugin is safe.
package.json declares 0 runtime, 0 development, 1 peer, and 0 optional dependencies.
package.json declares DSH bundle metadata.
GitHub reports the repository license as MIT.
A root package.json was captured and can be inspected by the registry.
Public GitHub source metadata is available for this registry snapshot.
Source & Registry Notes
Public provenance, Registry classification, and the latest source check for this entry, kept separate from runtime verification.
- Source repository
- duyanta123/dsh-data-insight
- Registry source
- GitHub · dsh-plugin topic
- Registry classification
- Plugin
- Source checked
- d4515a3 · 2026-10-25
This project is independently indexed from public source information. DSH Plugin is not affiliated with DeepSeek or the plugin author. Always check the author repository before installation.
Repository Activity
- GitHub stars
- 4GitHub stars
- Forks
- 1
- Open issues
- 0
- Last commit
- 2026-10-24
- Last release
- No release detected
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