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dsh-memory-plus

A DeepSeek Harness memory-optimization plugin bundle with CJK-aware search, hybrid memory retrieval, persistent core memory, compaction locators, tool-result deduplication, and skill management.

Developer ToolsSkills & Workflows
8GitHub Stars2ForksUpdated2026-08-20

Install

$ dsh plugin --profile <profile> add ./packages/dsh-memory-bundle

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-memory-plus is a pnpm workspace that ships multiple composable DSH plugins plus a meta-bundle for one-step installation. It focuses on memory retrieval and token-saving workflows, including CJK-capable FTS5 search, hybrid vector/lexical recall, cross-session facts, and reusable DSH skills.

Key Capabilities

  • Provides a meta-bundle that installs the repository's memory plugins together.
  • Adds CJK-aware session full-text search using unicode61 and trigram FTS5 tables with query routing.
  • Deduplicates repeated tool results by hash and replaces duplicates with pointers.
  • Provides hybrid lexical and vector memory search through ctx.memorySearch and a model-callable memory_search tool.
  • Stores cross-session workspace facts through memory_remember and injects stable persistent-memory content into system prompts.
  • Adds source locators to compacted summaries for recovery via spill files or memory search.
  • Creates, lists, and deletes native DSH skill files; includes optional background reflection for skill distillation.

Useful For

  • Improving retrieval of Chinese, Japanese, or Korean session content.
  • Reducing repeated tool-result content in model input.
  • Recalling prior session material through a bounded memory_search tool.
  • Persisting workspace preferences, conventions, environment details, and decisions across sessions.
  • Tracing compacted summaries back to exact source locations.
  • Managing reusable DSH skills and experimenting with background skill generation.

Who It Fits

  • DeepSeek Harness users managing long-running or multi-session workspaces.
  • DSH plugin developers building memory and retrieval workflows.
  • Chinese-speaking DSH users affected by CJK full-text search limitations.

Documented Limitations

  • The packages are not published to npm; installation is documented from a cloned repository or release source archive.
  • Installation requires dsh and pnpm to be available on PATH.
  • Production transformer embeddings require configuration of embedder.kind: transformers and installation of @huggingface/transformers; the documented default is a char-overlap evaluation embedder.
  • Automatic recall injection is not enabled; the design relies on model-initiated memory_search and a stable core-memory system-prompt section.
  • The README marks real-harness trigger verification for compaction-locator, deduplication, and memory-skills as pending.

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 0 runtime, 0 development, 0 peer, and 0 optional dependencies.

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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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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
QIANLING-0831/dsh-memory-plus
Registry source
GitHub · dsh-plugin topic
Registry classification
Plugin Bundle
Source checked
5a66aea · 2026-09-18

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
8GitHub stars
Forks
2
Open issues
2
Last commit
2026-08-20
Last release
2026-08-18
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