myYangyunfan/dsh_cardian

cardian — DeepSeek Harness knowledge-center plugin: RepoWiki notes / flashcards / memory in a local Obsidian vault

Project Overview项目介绍

dsh_cardian is a Cordis plugin built specifically for the DeepSeek Harness (DSH) desktop client, designed to reproduce the "Knowledge Center" capability model found in mainstream agentic IDEs. It is organized around three pillars: RepoWiki, which scans local code repositories to generate a Wiki skeleton that an agent later back-fills with semantic descriptions; Knowledge Cards, which store atomic knowledge units as Markdown files with YAML frontmatter, grouped by category and tag; and Memory, a cross-session persistent memory layer scoped by project, importance, and fact type. Every artifact is persisted as a standard Markdown file inside a local Obsidian vault, so the graph view in Obsidian can natively link cards, memories, and wiki pages together.

The installation flow begins with cloning the repository, running npm install (which triggers the prepare script to build the React/TypeScript sidebar client into lib/client.js), and then loading the package into DSH via npm install dsh-cardian inside the host, after which the insert line from cordis.patch.yml is merged into the active profile and a "🌳 知识树 / Knowledge Tree" entry appears at the bottom of the left sidebar. The plugin is aimed at developers and researchers who want long-term project knowledge accumulation, cross-session memory reuse, and Obsidian-driven graph exploration; an autonomous CLI (node cli.mjs) and an examples/demo.mjs seeder are also shipped so the engine can run without the DSH host as a standalone local knowledge base.

Dependencies are minimal: Node.js plus npm pulls in react, tsdown, and typescript automatically, and the node:test suite covers the core engine, the DSH adapter layer, path-safety checks, and round-trip integrity. The project is MIT-licensed and includes a docs/research subfolder that codifies the official DSH plugin contract, the Cordis field hierarchy, and cross-framework adapter patterns (MCP, A2A, OpenAI, LiteLLM, vLLM). First-run caveats include manually merging the cordis.patch.yml snippet, and the optional "Condense" AI enrichment requires the host to expose an agents service; when that service is missing the skeleton is still produced and can be filled in later.

dsh_cardian 是一款专为 DeepSeek Harness(DSH)打造的 Cordis 插件,名为 "cardian",致力于在 DSH 桌面端复刻主流代理式 IDE 的"知识中心"能力模型。核心围绕三大支柱:RepoWiki 扫描本地代码仓库生成 Wiki 骨架并由 Agent 回填语义描述;Knowledge Cards 以原子化的 Markdown+YAML 文件承载可分类检索的知识单元;Memory 实现跨会话持久化记忆,按 scope 区分事实与重要性。所有内容均落地为本地 Obsidian 仓库中的标准 Markdown 文件,可直接打开、检索与图谱化。

安装方式为克隆仓库后执行 npm install(自动构建客户端),随后在 DSH 桌面对该目录运行 npm install dsh-cardian,并将 cordis.patch.yml 中的 insert 行合并至当前 profile,左侧栏底部即出现"🌳 知识树 / Knowledge Tree"入口。典型工作流面向需要长期沉淀项目知识、跨会话复用记忆、并希望借助 Obsidian 图谱关联的开发与研究用户;项目还提供独立 CLI(node cli.mjs)与 demo 脚本,可在无 DSH 主进程时作为纯本地知识库使用。

依赖方面仅需 Node.js 与 npm(自动安装 react、tsdown、typescript),通过 node:test 覆盖核心、适配层与路径安全;项目以 MIT 协议开源,并附带 docs/research 子目录系统梳理 DSH 官方插件契约、Cordis 框架字段层级与跨框架适配器模式。首启需手动合并 cordis.patch.yml 的 insert 片段,AI 凝练功能依赖宿主提供 agents 服务,缺失时仅生成骨架。

Pre-install check安装前体检Compatibility · Security兼容性 · 安全性 1 warning1 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
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:myYangyunfan/dsh_cardian

把 myYangyunfan/dsh_cardian 加入你的 DSH 配置(web profile)即可启用。

READMEREADME

cardian · DeepSeek Harness Knowledge-Center Plugin

English · 中文 (简体)

A DeepSeek Harness (dsh) plugin that reproduces the "Knowledge Center" capability model of mainstream agentic IDEs. RepoWiki / Knowledge Cards / Memory — all internalized and persisted into a local Obsidian vault: every knowledge card, every memory, every RepoWiki page is a Markdown file with YAML frontmatter, ready to be opened, searched, and graphed in Obsidian.

Engineering-wise it benchmarks against open-source practices such as basic-memory, 12-factor-agents, claude-obsidian (see the 10 iterations in ITERATIONS.md).

Quick Start (plug & play)

git clone https://github.com/myYangyunfan/dsh_cardian.git
cd dsh_cardian
npm install            # installs react + tsdown + typescript, auto-builds the client (prepare script)
npm test               # test suite all green
npm run build:client   # manually build the sidebar UI → lib/client.js (install usually does this)

As a dsh plugin: install dsh-cardian into dsh desktop (npm install <this dir> or npm install dsh-cardian) and merge the insert line from cordis.patch.yml into the active profile; a 「🌳 知识树 / Knowledge Tree」 entry appears at the bottom of the left sidebar. See docs/dsh-integration.md.

Standalone (pure local knowledge base, no dsh host):

node cli.mjs status --vault ./cardian-vault
node cli.mjs card add "Closure" "closure = function + lexical environment" --tags js
node examples/demo.mjs      # seeds a demo vault; open ./cardian-vault in Obsidian

The Three Pillars

Feature Directory Role Tools
RepoWiki Repos/ Scans local code repos to build a Wiki skeleton; agent back-fills semantic descriptions cardian.wiki.*
Knowledge Cards Cards/ Atomic knowledge units grouped/retrieved by category & tags cardian.card.*
Memory Memory/ Cross-session persistent memory grouped by scope; facts / importance cardian.memory.*

Cross-section tools: cardian.recall (budgeted recall), cardian.search (keyword + semantic hybrid), cardian.tagCloud, cardian.backlinks, cardian.related, cardian.doctor/schema/reindex, cardian.export/import/importMarkdown, cardian.status; two-way sync & code graph via cardian.wiki.sync/graph; layered skill export via cardian.skill.export; memory promotion via cardian.memory.promote.

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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