shayexiangpaimeng/dsh-memory

Append-only layered memory plugin for DeepSeek Harness: five-layer partitioning, write gate, keyword recall, claim-anchors verification

Project Overview项目介绍

This is a community plugin for DeepSeek Harness that provides append-only five-layer partitioned durable memory for agents. It supports write validation, keyword recall and claim-anchor verification. Use it when you need long-term traceable agent memory. It currently only supports keyword-based recall, not vector search.

这是DeepSeek Harness代理的追加式分层持久记忆插件,支持五层分区存储、写入校验、关键词召回和声明锚点验证,需要为代理保留长期可追溯记忆时使用,注意当前仅支持关键词召回,不支持向量搜索。

Pre-install check安装前体检Compatibility · Security兼容性 · 安全性 2 warnings2 项注意
  • Only 2 stars - very few users, little community feedback星标只有 2,几乎没人在用,遇到问题缺少社区反馈
  • No DSH plugin manifest detected - it may only carry the dsh-plugin topic, so the install method must be confirmed on the spot未检测到 DSH 插件清单:可能只是打了 dsh-plugin 话题,安装方式要现场确认
DSH walks through these 9 checksDSH 会逐条核对这 9 项

Compatibility兼容性

  • DSH, Node, OS and profile requirementsDSH 版本 / Node 版本 / 操作系统 / profile 是否满足要求
  • External dependencies and runtimes (Electron / Python / Docker, ...)外部依赖与运行时(Electron / Python / Docker 等)是否齐备
  • Conflicts with installed plugins: command names, skill / tool names, ports, duplicate MCP registration与已装插件是否冲突:命令名、skill / tool 重名、端口占用、重复 MCP 注册

Security安全性

  • Repo matches the facts registered here; archived or abandoned?仓库是否与页面登记一致,是否归档或长期停更
  • Safety of preinstall / install / postinstall and install.sh / setup.ps1preinstall / install / postinstall 与 install.sh、setup.ps1 是否安全
  • curl|bash, download-then-execute, obfuscation, unrelated domains → stop immediatelycurl|bash、下载即执行、混淆代码、无关域名 → 立刻停止
  • Typosquatting or unmaintained packages among the new dependencies新增依赖里有没有 typosquatting 或无人维护的包
  • Requested permissions vs. what the feature actually needs申请了哪些权限、是否超出功能所需(filesystem / network / shell / clipboard)
  • Any sudo / admin requirement, plus uninstall and rollback是否要求 sudo / 管理员权限,以及卸载与回滚方式

Anything uncertain must be marked unknown with a note on how to confirm it. This site's signal screen is a static snapshot, not a security audit.拿不准的必须标「未知」并说明要我怎么确认。本站的信号筛查是静态快照,不能替代安全审计。

Or use CLI install (for developers)或使用命令行安装(适合开发者)

CLI Install命令行安装

dsh plugin --profile web add github:shayexiangpaimeng/dsh-memory

把 shayexiangpaimeng/dsh-memory 加入你的 DSH 配置(web profile)即可启用。

READMEREADME

@shayexiangpaimeng/dsh-memory

Append-only layered memory for DeepSeek Harness agents.

上下文会缩,记忆不该缩。

A community plugin (dsh-plugin) that gives an agent a durable, append-only memory stream with five-layer partitioning, a write gate, keyword recall, time-axis reads, and claim-anchors verification. Built by a deep user of DeepSeek Harness, as a generalized, privacy-free re-implementation of the memory system that has kept a companion AI continuous since the memory system was first built (August 2026).

What it does

  • Append-only write stream — every append writes one JSONL line; history is never rewritten.
  • Five-layer partitioning — permanent (never forget) / session (this session) / rolling (recent context) / config (configuration) / ephemeral (not saved).
  • Write gate — empty events, unknown layers, unknown statuses and orphan supersedes pointers are rejected or flagged before they can rot the stream.
  • Claim-anchors verification — a fix claim ("已修复…") without an anchor (measured value / checksum / command output) is flagged as a warning: claim detached from the disk = diagnosed defect, not a slip.
  • Whole-stream anchor audit (memory_audit) — write-time warnings are a soft constraint, because a claim can be rephrased as a plain statement. The audit reads the file, so it cannot be talked around.
  • Time-axis read (memory_recent) — newest first, with an optional time window and keyword filter. Keyword recall cannot answer "what is the latest" or "how long has this been untouched": those words never appear in the entries.
  • Retirement and replacement chain — retract a conclusion without rewriting it: append a new entry with supersedes: <old ts>, optionally mark the old one status: retired. Retired entries stay in the stream for audit but are filtered out of the injected summary, so a withdrawn claim cannot come back as a current fact.
  • Prompt state rendering — a dynamic memory:state section renders the recent permanent + session layers at each assembly, from a cache warmed once at startup (read-once-per-session holds after warm-up).
  • Keyword recall — case-insensitive substring scoring, newest first.

Showing the opening section of the README — the full document lives in the repository以上为 README 开头摘要,完整文档在仓库内 · View the full README on GitHub →在 GitHub 查看完整 README →

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