dsh-de-workbench
Data Engineer workbench for DeepSeek Harness with natural language querying and multi-database connectivity.
Install
$ pnpm dsh plugin --profile web add "https://github.com/WaySeeSee/dsh-de-workbench/releases/download/v1.0.0/dsh-de-workbench-1.0.0.tgz"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
- Conversational NL2SQL querying across databases without requiring manual SQL authoring
- Direct connections to DuckDB, SQLite, PostgreSQL, MySQL, and file formats (CSV, Excel, Parquet, JSON)
- Business metric and schema knowledge base injection with local vector retrieval via LanceDB and embedding models
- Three-tier quality checks including error auto-correction, query shape validation, and LLM answer verification
- Modular analysis methodology skill packs (metric-first, sql-quality, clarify-first, values-probe, time-axis)
- Automated session result persistence to Markdown, CSV, Excel, and self-contained offline HTML reports with SVG charts
- Security controls with strict read-only default mode, credential encryption at rest (AES-256-GCM), and localhost origin fencing
Useful For
- Querying business metrics and performance across multi-channel sales and operational data
- Exploring local data files (CSV, Parquet, Excel) without setting up standalone database servers
- Performing time-trend and Top-N ranking analyses via natural language prompts
- Sharing standalone offline HTML reports and data extracts with non-DSH team members
Who It Fits
- Data engineers and business analysts using DeepSeek Harness
- Developers needing conversational SQL interfaces to local or remote databases
- Non-technical operators who require data insights without writing manual SQL queries
Documented Limitations
- Initial installation requires compiling native node modules (duckdb, onnxruntime-node), which may need pnpm allowBuilds configuration
- Requires DeepSeek Harness Web profile environment to host the web client interface
- Database mutations are restricted by default and disabled when global read-only mode is active
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.
Source & Registry Notes
Public provenance, Registry classification, and the latest source check for this entry, kept separate from runtime verification.
- Source repository
- WaySeeSee/dsh-de-workbench
- Registry source
- GitHub · dsh-plugin topic
- Registry classification
- Plugin
- Source checked
- df14173 · 2026-09-02
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
- 0GitHub stars
- Forks
- 0
- Open issues
- 0
- Last commit
- 2026-09-02
- Last release
- 2026-09-02
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