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dsh-auto-memory

Proactive associative memory plugin for DeepSeek Harness with three-layer auto-consolidation and context-aware recall.

VisionUI & ProductivityDeveloper ToolsBrowser & Web
81GitHub Stars8ForksUpdated2026-09-28

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Plugin Overview & Capabilities

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dsh-auto-memory is an associative memory and companion plugin for DeepSeek Harness. It automatically evaluates conversations, consolidates information across three structured tiers (user rules, project notes, and daily logs), and injects relevant memories without requiring explicit tool invocations by the model. It also includes calendar reminders, cross-tool memory inheritance, and an unattended batch mode.

Key Capabilities

  • Three-layer hierarchical memory engine managing cross-project rules, project notes, and append-only daily logs
  • Zero-call proactive recall and fixed-boundary context injection designed to preserve prefix caching
  • Background per-turn auto-consolidation with write budgeting, rate-limiting, and AI compaction
  • Memory hygiene gate blocking mojibake, stuttering, base64 debris, and JSON injection
  • Inheritance and scanning of external memory sources from tools like Claude Code, Codex, and WorkBuddy
  • Unattended mode tailored for long automated batch pipelines by silencing greetings and niceties
  • Integrated web GUI panel featuring memory hub controls, calendar management, and activation grading

Useful For

  • Persisting user preferences, coding conventions, and project context across multiple DSH sessions
  • Automating daily work logging and morning/evening reflection digests without manual prompting
  • Running silent, overnight automated batch workflows without conversational interruptions
  • Migrating and unifying developer notes and memory pointers from external AI coding tools

Who It Fits

  • DeepSeek Harness users needing persistent contextual memory across sessions
  • Developers running unattended batch jobs or multi-step automated workflows
  • Power users transitioning context and notes from other AI coding assistants

Documented Limitations

  • Memory files are stored as plain-text Markdown without encryption by default
  • Advanced semantic retrieval requires optional local dependencies (@huggingface/transformers or Python sidecar)
  • DSH must be restarted whenever plugin configuration or bundle sets are modified

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 0 runtime, 0 development, 1 peer, and 1 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 BSD-3-Clause.

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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
Aik358/dsh-auto-memory
Registry source
GitHub · dsh-plugin topic
Registry classification
Plugin
Source checked
6c76ca5 · 2026-09-28

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
81GitHub stars
Forks
8
Open issues
1
Last commit
2026-09-28
Last release
No release detected
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