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dsh-explain

Continuous learning and spaced review plugin for DeepSeek Harness with local-first persistence.

UI & ProductivityDeveloper ToolsSecurity & PolicySkills & Workflows
12GitHub Stars0ForksUpdated2026-10-09

Install

$ dsh plugin --profile web add /absolute/path/to/dsh-explain

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
dsh-explain is a learning-mode plugin for DeepSeek Harness that turns finalized assistant responses and highlighted text into structured explanations, interactive reviews, and adaptive learner profile preferences stored locally in SQLite.

Key Capabilities

  • Captures completed assistant turns or selected text into structured /explain drafts
  • Conducts spaced reviews with recall, application, and distinction quiz modes
  • Maintains an inspectable and editable learner profile with transparent preference hierarchy
  • Operates an isolated local-first SQLite learning thread and independent auxiliary model loop
  • Provides export and atomic clear options for user-controlled data privacy

Useful For

  • Creating bite-sized educational breakdowns from technical chat solutions
  • Reinforcing knowledge through automated spaced-repetition quizzes within DSH
  • Customizing and inspecting AI explanation preferences without altering the main chat agent

Who It Fits

  • Developers and researchers using DeepSeek Harness who want continuous learning workflows
  • Power users seeking local-first spaced repetition integrated with their AI assistant sessions

Documented Limitations

  • Requires a separate configured auxiliary LLM provider for explanation generation and review scoring
  • Learning thread is local to $DSH_HOME and does not automatically sync across separate machines
  • Autonomous turn evaluation depends on a rolling daily token and invocation budget

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 2 runtime, 39 development, 23 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 MIT.

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Package Manifest Available

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

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Prepare Script Detected

package.json declares a prepare lifecycle script that may run during relevant package installation workflows.

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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
yuezengwu/dsh-explain
Registry source
GitHub · dsh-plugin topic
Registry classification
Plugin
Source checked
1d24a09 · 2026-10-09

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
12GitHub stars
Forks
0
Open issues
1
Last commit
2026-10-09
Last release
2026-09-18
For maintainers

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Listed on DSHPlugin.app