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dsh-memory

Qoder-Agent-SDK-style persistent dual-scope memory with budgeted context injection for DeepSeek Harness.

UI & ProductivityTerminal & TUIDeveloper ToolsSecurity & PolicySkills & WorkflowsRemote Execution
7GitHub Stars0ForksUpdated2026-10-16

Install

No clear install command was found in the current repository evidence.

Plugin Overview & Capabilities

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source-grounded
dsh-memory implements a persistent memory system for DeepSeek Harness modeled directly after the Qoder Agent SDK architecture. It separates memory operations into a background generation pass (which analyzes session turns and writes durable markdown knowledge) and a token-budgeted consumption pass (which dynamically re-projects and injects relevant knowledge into agent context at session start or step boundaries). It maintains distinct user and project scopes stored under $DSH_HOME without polluting project workspaces, supports JIT path-based memory loading, daily journals, and provides an integrated web settings panel.

Key Capabilities

  • Dual-scope memory management supporting global user-level and project-specific knowledge bases under $DSH_HOME
  • Separated generation (background write pass) and consumption (token-budgeted context injection) lifecycles
  • Delta-only dynamic projection during agent steps to minimize redundant context re-injection
  • Just-in-time (JIT) path matching to dynamically load project memory based on files touched in session
  • Daily memory journal logging to capture high-value turn outcomes in non-polluting subdirectories
  • Comprehensive Web UI settings panel under Settings -> Memory with injection preview and scope management
  • Dedicated memory inspection commands (/memory, /memory-switch, /memory-budget, /memory-trust, etc.)
  • Fine-grained sandbox-aware filesystem interactions respecting Harness write policies

Useful For

  • Retaining cross-session project architectural decisions, conventions, and context without checking files into Git
  • Maintaining global user preferences, workflows, and behavioral guidelines across all Harness sessions
  • Selectively loading project-specific rules only when specific file globs or modules are being touched
  • Logging turn-by-turn engineering breakthroughs and daily operational progress via the memory journal

Who It Fits

  • DeepSeek Harness developers seeking persistent memory across CLI and web chat sessions
  • Engineers working on complex codebases requiring persistent architectural context without workspace pollution
  • Users migrating from or accustomed to Qoder Agent SDK memory conventions

Documented Limitations

  • Project key identifiers inherit Harness session-persistence lossy normalization (dashes and path separators may collide)
  • Harness file system APIs lack file modification timestamps (mtime) and system file explorer integrations
  • Daily journals are deliberately omitted from memory list/read/search tools to avoid context inflation
  • Updates performed via git fast-forward only take effect after restarting the dsh web server host process
  • Depends on @deepseek-ai/schemastery which must be present in the installed Harness environment

DSH Compatibility

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Not tested yetNo runtime compatibility tests have been published yet.

Security Signals

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Dependency Counts

package.json declares 2 runtime, 3 development, 0 peer, and 0 optional dependencies.

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Dsh Bundle Declared

package.json declares DSH bundle metadata.

info
License Not Declared

GitHub did not report an SPDX license for this repository snapshot.

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Package Manifest Available

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Source Available

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Source & Registry Notes

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Source repository
hongweifei/dsh-memory
Registry source
GitHub · dsh-plugin topic
Registry classification
Plugin
Source checked
bd09744 · 2026-10-20

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
7GitHub stars
Forks
0
Open issues
0
Last commit
2026-10-16
Last release
No release detected
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