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dsh-persona-memory

Persistent persona and project memory plugin for DeepSeek Harness, with memory tools, context injection, search, and a WebUI settings page.

Developer ToolsSkills & Workflows
6GitHub Stars1ForksUpdated2026-08-18

Install

$ dsh plugin --profile web add file:E:/GitHub/lian_dsh

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-persona-memory is an installable DeepSeek Harness bundle that stores long-term user, project, and failure memories in Markdown files. It provides memory management tools, request-time prompt injection, full-text and optional vector search, automated learning and consolidation features, and a web-based memory management interface.

Key Capabilities

  • Stores persistent MEMORY.md, USER.md, failures.md, standing instructions, and project-level memories.
  • Registers memory read, add, update, delete, rewrite, and search tools.
  • Injects configured memory sections into the system prompt on each request.
  • Supports FTS5 search with substring-search fallback; optional vector search combines FTS5 and vector rankings.
  • Provides /standing commands and a WebUI settings section for memory, index, backup, and plugin configuration management.
  • Can automatically extract memories, record detected corrections as failures, and consolidate oversized memories through LLM calls.
  • Scans write content for prompt-injection or data-exfiltration patterns, credential-like strings, and invisible Unicode characters.
  • Uses atomic writes and pre-write file fingerprint checks to reduce overwrite conflicts with externally edited shared memory files.
  • Supports byte-compatible shared memory files with pi-hermes-memory according to the repository documentation.

Useful For

  • Retaining user preferences and durable facts across DeepSeek Harness sessions.
  • Keeping project-specific context associated with a Git repository or worktree.
  • Searching prior memories and recorded failures during agent work.
  • Managing persistent standing instructions through commands or the web UI.
  • Sharing compatible memory files between DeepSeek Harness and pi-hermes-memory.

Who It Fits

  • DeepSeek Harness users who need persistent cross-session memory.
  • Users of pi-hermes-memory seeking shared memory files in DSH.
  • Teams or developers who want project-scoped agent context and searchable operational lessons.

Documented Limitations

  • Vector search is disabled by default.
  • Local vector embeddings require a first-use model download; the README cites an approximately 80 MB default model.
  • FTS5 may be unavailable, in which case search falls back to substring scanning.
  • The README warns that simultaneous writes by DSH and Pi can still be unsafe under extreme concurrency; avoiding simultaneous operation is recommended.
  • Automatic learning and consolidation use LLM calls and have configurable timeouts.
  • Remote embeddings require a compatible embeddings endpoint and API key configuration.

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 1 runtime, 4 development, 7 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 NOASSERTION.

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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
Quophic/dsh-persona-memory
Registry source
GitHub · dsh-plugin topic
Registry classification
Plugin
Source checked
22e6d4c · 2026-09-16

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
6GitHub stars
Forks
1
Open issues
3
Last commit
2026-08-18
Last release
No release detected
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