DeepSeek Harness Plugins
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dsh-memory

Persistent, searchable DuckDB-backed project memory and rule enforcement for DeepSeek Harness.

UI & ProductivityDeveloper ToolsBrowser & WebSecurity & Policy
0GitHub Stars0ForksUpdated2026-09-15

Install

$ dsh plugin --profile web add @achasoft/dsh-memory

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 (@achasoft/dsh-memory) provides persistent, queryable per-project memory for DeepSeek Harness agents using an embedded DuckDB database (.dsh/memory.db). It injects mandatory and forbidden rules directly into the system prompt for every model request, preventing rules from being lost during context compaction. The plugin supports hybrid BM25F and vector search, session continuity summaries, agent-facing memory management tools, and an interactive Memory management tab in the Web Client UI.

Key Capabilities

  • Per-project memory persistence using local DuckDB files (.dsh/memory.db)
  • System-prompt rule injection re-read on every request to survive context window compaction
  • Hybrid keyword (BM25F) and optional vector similarity search via OpenAI-compatible embeddings endpoints
  • Web Client UI tab for browsing, editing, archiving, and auditing project rules and memories
  • Built-in agent tools including memory_search, memory_store, memory_recall, memory_rules, memory_add_rule, and memory_session_end
  • Automatic session context handover and category-based memory retention management

Useful For

  • Enforcing strict project coding rules and architectural constraints across multi-turn agent sessions
  • Maintaining session continuity and sprint notes without manual context re-explanation
  • Querying and organizing project decisions, devops facts, and reference materials with semantic search

Who It Fits

  • DeepSeek Harness developers seeking persistent cross-session agent context
  • Engineering teams maintaining shared project rules and architectural records

Documented Limitations

  • DuckDB supports a single active writer, requiring the database to be closed before external write access
  • Semantic vector search requires an external OpenAI-compatible embeddings service endpoint

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.

No automated security signals have been published yet.

Source & Registry Notes

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

Source repository
navid-kianfar/dsh-memory
Registry source
GitHub · dsh-plugin topic
Registry classification
Plugin
Source checked
6645652 · 2026-09-15

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
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Last commit
2026-09-15
Last release
No release detected
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