DeepSeek Harness Plugins
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kaleidosphere-dsh-plugin

Native KaleidoSphere database-analysis tools and runtime integration for DeepSeek Harness.

Developer ToolsSecurity & PolicyRemote Execution
1GitHub Stars0ForksUpdated2026-08-27

Install

$ dsh plugin --profile headless add github:JoFe2/kaleidosphere-dsh-plugin#v0.1.0-preview.4

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.

source-grounded
kaleidosphere-dsh-plugin provides embedded and external database analysis capabilities for DeepSeek Harness. It exposes six native agent tools to inspect database status, run discovery, analyze metadata, build view plans, preview results, and perform readbacks with cryptographic integrity envelopes.

Key Capabilities

  • Provides 6 native agent tools: kaleidosphere_status, kaleidosphere_discovery, kaleidosphere_analyze, kaleidosphere_plan, kaleidosphere_preview, and kaleidosphere_readback
  • Bundles synthetic MSSQL fixture for instant zero-dependency local testing
  • Supports live read-only analysis of Microsoft SQL Server and Oracle databases via vendored drivers
  • Provides an optional external runtime mode binding to KaleidoSphere v0.16.0 External API v2 services over loopback
  • Enforces metadata-only allowlisted inspection without exposing credentials or executing arbitrary SQL writes

Useful For

  • Autonomous AI agent database schema inspection and metadata analysis
  • Planning and previewing analytical views and queries on MSSQL and Oracle instances
  • Verifiable and deterministic database snapshot capture inside DeepSeek Harness workflows

Who It Fits

  • Data engineers and DBAs using DeepSeek Harness agents
  • AI agent developers requiring structured database discovery and read-only schema analysis

Documented Limitations

  • Requires read-only database credentials; does not support arbitrary write operations or free-form DDL/DML
  • PostgreSQL is bounded to pilot testing and not supported as a main live plugin path
  • External runtime mode in v0.16.0 is restricted to unauthenticated loopback HTTP endpoints
  • Targeted specifically at DeepSeek Harness v0.1.0-rc.8 developer preview

DSH Compatibility

Version-specific runtime evidence collected by DSH Plugin. A missing result means we have not tested that combination yet.

Not tested yetNo runtime compatibility tests have been published yet.

Security Signals

Objective signals discovered from package metadata and source inspection. These are not a guarantee that a plugin is safe.

Dependency Counts

package.json declares 1 runtime, 1 development, 1 peer, and 0 optional dependencies.

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Dsh Bundle Declared

package.json declares DSH bundle metadata.

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License Declared

GitHub reports the repository license as Apache-2.0.

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Package Manifest Available

A root package.json was captured and can be inspected by the registry.

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Source Available

Public GitHub source metadata is available for this registry snapshot.

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Source & Registry Notes

Public provenance, Registry classification, and the latest source check for this entry, kept separate from runtime verification.

Source repository
JoFe2/kaleidosphere-dsh-plugin
Registry source
GitHub · dsh-plugin topic
Registry classification
Plugin
Source checked
f2d94d7 · 2026-09-17

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
1GitHub stars
Forks
0
Open issues
0
Last commit
2026-08-27
Last release
2026-08-21
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