nowledge-co/nowledge-mem-deepseek-harness

Name: nowledge-co/nowledge-mem-deepseek-harness
Author: nowledge-co

Plugin插件 Native原生 ⭐ 7 Memory & Knowledge记忆与知识库

每个AI工具与代理的单一记忆层，专为DeepSeek Harness打包

Project Overview项目介绍

Edited by Zhiwei Agent (zhiwei)由知微Agent(zhiwei)编辑

This is a native DSH plugin that connects DeepSeek Harness to the Nowledge Mem cross-agent persistent memory layer. It is distributed as a DSH bundle that you install directly via the DSH CLI with the command dsh plugin --profile web add github:nowledge-co/nowledge-mem-deepseek-harness, after you have added the Nowledge Mem nmem CLI to your system PATH. The plugin adds four core features to DSH: session startup context injection, prompt-time memory recall, access to Nowledge Mem MCP tools, and automatic turn-end thread capture into Nowledge Mem.

This plugin is built for developers who want to share their work memory across multiple AI agents and tools, including DSH. When you start a new DSH session with the plugin active, it automatically injects a snapshot of relevant context from your Nowledge Mem workspace to give the model background. When you enter a user prompt, the plugin runs a memory search against your Nowledge Mem instance and injects relevant past memory into the prompt for the model. After every completed DSH conversation turn, the plugin imports the full conversation transcript into your Nowledge Mem for future recall.

The plugin requires the nmem CLI to be available in DSH’s process environment, and if you use a remote Nowledge Cloud workspace instead of a local Nowledge Mem instance, you need to set the NMEM_MCP_URL and NMEM_API_KEY environment variables for authentication. Known limitations include that it does not backfill historical DSH sessions, only captures new sessions while the plugin is active, and DSH’s MCP bridge currently only exposes MCP tools, so Nowledge Mem MCP resources and prompts are not available through this plugin. The repository does not specify an open-source license.

这是一个为DeepSeek Harness（DSH）开发的原生插件，作用是将DSH连接到Nowledge Mem统一内存层，让DSH获得跨工具持久化记忆能力。该插件可通过DSH内置CLI命令安装，要求你的系统PATH中已经配置好Nowledge Mem的nmem命令行工具。安装后，插件会提供会话启动上下文注入、提示时记忆召回、MCP内存工具调用以及对话结束自动存档四大核心能力。

该插件面向需要在DSH开发流程中复用跨AI工具工作记忆的开发者。典型工作流为：DSH启动会话后，插件自动注入当前Nowledge Mem空间的上下文快照；用户提问时，插件根据提问内容召回相关记忆片段拼接到提示词；每轮对话完成后，插件自动将当前轮次的对话转录导入Nowledge Mem完成持久化存档。

该插件依赖本地已安装的nmemCLI工具，使用远程Nowledge Cloud服务时还需要配置API密钥和服务地址环境变量。目前已知限制包括：尚未回填历史DSH会话，仅捕获插件激活后的新会话；依赖DSH的MCP桥接，仅能暴露MCP工具，无法暴露资源和提示。当前仓库未指定开源许可证。

View on GitHub在 GitHub 查看

Send to your DSH发给你的 DSH 安装

请帮我安装这个 DSH 插件。安装前先完成【兼容性检查 + 安全性检查】，检查通过再动手。

插件：nowledge-mem-deepseek-harness（nowledge-co/nowledge-mem-deepseek-harness）
仓库：https://github.com/nowledge-co/nowledge-mem-deepseek-harness
本站详情页：https://www.yhbd.top/plugins/nowledge-co-nowledge-mem-deepseek-harness/
本站登记：类型 plugin · 归类 原生 DSH 插件 · 许可证未声明 · ⭐ 7 · 最近提交 2026-09-05 · 主语言 JavaScript

按下面顺序执行，每步先把结论告诉我，再进入下一步：

【1 兼容性检查】
① 我这边：DSH 版本、Node 版本、操作系统、当前 profile（web / desktop）。
② 读它的 README、package.json、插件 manifest，列出它要求的 DSH 版本 / Node 版本 / 操作系统 / 外部依赖 / 需要另外先装的运行时。
③ 逐条比对，结论只写「满足 / 不满足 / 未知」三种；不满足的给出可行替代方案。
④ 检查是否和我已装的插件冲突：命令名重复、skill / tool 重名、端口占用、重复注册的 MCP server。

【2 安全性检查】
① 仓库可信度：和上面「本站登记」是否一致；star / fork 数、创建时间、最近提交，是否归档或长期停更。
② 安装脚本：逐行看 package.json 的 preinstall / install / postinstall，以及 install.sh、setup.ps1 之类脚本。出现 curl|bash、下载后直接执行、混淆代码、访问与插件功能无关的域名，立刻停下来告诉我，不要继续装。
③ 依赖：列出新增依赖，标出无人维护、或与知名包拼写近似的可疑包（typosquatting）。
④ 权限与副作用：它会读写哪些目录、访问哪些域名、需要哪些 DSH 权限（filesystem / network / shell / clipboard 等），以及怎么卸载和回滚。
⑤ 如果它要求 sudo / 管理员权限，或权限明显超出功能所需，先停下来问我。

【3 安装】
上面两步没有「不满足」和「高危项」时才执行；用官方推荐方式安装，不要自行提权。

【4 汇报】
用表格输出：检查项 / 结论 / 依据 / 是否需要我决策。拿不准的一律写「未知」并说明要我怎么确认——不要猜，也不要替我决定。

Send this message to DSH in your current session: it verifies compatibility and security first (answering met / not met / unknown item by item) and only installs once everything checks out — it will stop and ask you if it finds a high-risk item. The box scrolls; the copy is the full prompt. CLI install commands may not be accurate across systems, so DSH is the safer route.把上面这条消息直接发给当前会话里的 DSH：它会先核对兼容性与安全性（逐条给「满足 / 不满足 / 未知」），确认没问题再安装，有高危项会停下来问你。框内可滚动，复制到的是完整提示词；安装命令不一定准确，发给 DSH 更稳。

Pre-install check安装前体检Compatibility · Security兼容性 · 安全性 2 warnings2 项注意

No license declared - all rights reserved by default; ask the author before commercial use or redistribution未声明开源许可证 —— 默认「保留所有权利」，商用或再分发前先问作者
Only 7 stars - very few users, little community feedback星标只有 7，几乎没人在用，遇到问题缺少社区反馈

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:nowledge-co/nowledge-mem-deepseek-harness

把 nowledge-co/nowledge-mem-deepseek-harness 加入你的 DSH 配置（web profile）即可启用。

READMEREADME

4.6 KB · 缓存于 2026-09-06 19:39:59 · 4.6 KB

Nowledge Mem for DeepSeek Harness

One memory layer for every AI tool and agent, packaged as a DeepSeek Harness (dsh) bundle. Nowledge Mem brings DSH into the same durable memory system as your other agents, with startup context, prompt-time recall, MCP memory tools, and turn-end thread capture.

This repository is the canonical standalone plugin package, mirrored in nowledge-co/community for the Nowledge Mem connector index.

Install

dsh plugin --profile web add github:nowledge-co/nowledge-mem-deepseek-harness
dsh web

For a local checkout of nowledge-co/community, run this from the repository root:

dsh plugin --profile web add ./nowledge-mem-deepseek-harness-plugin
dsh web

Make sure the nmem CLI is on PATH, then verify:

nmem status
nmem config mcp show --host deepseek-harness

The bundle connects to the local Mem MCP endpoint by default:

http://127.0.0.1:14242/mcp

For Nowledge Cloud or another remote Mem, set:

export NMEM_MCP_URL="https://<workspace>/mcp"
export NMEM_API_KEY="<mem-api-key>"

What It Does

Injects the Nowledge Mem Context Bundle once per DSH session through agent/pre-step.
Runs prompt-time memory recall for continuation, release, regression, connector, plugin, and other recall-shaped prompts.
Adds the Mem MCP server through DSH's reconnecting @deepseek-ai/dsh-mcp-client, so tools appear as mcp__nowledge_mem__....
Imports the real DSH surface transcript after completed turns with nmem t import --source deepseek-harness.
Stamps CLI imports with NMEM_IMPORT_ORIGIN=deepseek-harness.

Configuration

The bundle accepts these row config fields in a later cordis.patch.yml override:

- id: nowledge-mem
  config:
    cliPath: nmem
    sourceApp: deepseek-harness
    importOrigin: deepseek-harness
    contextOnSessionStart: true
    recallOnPrompt: true
    syncOnTurnEnd: true
    allowDangerFullAccessRetry: false
    recallLimit: 8
    spaceId: my-space-id
    agentId: deepseek-harness

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 →

渲染基于仓库 nowledge-co/nowledge-mem-deepseek-harness 的 README.md。在 GitHub 查看原文 →