Luke-Yong/dsh-plugin-knowledge-graph

Plugin插件 Native原生 ⭐ 4 MIT Memory & Knowledge记忆与知识库

dsh-plugin-knowledge-graph 适用于 Deepseek Harness

Project Overview项目介绍

This is a native plugin built exclusively for DeepSeek Harness (DSH) that adds a read_graph tool backed by a codebase knowledge graph. The plugin tracks files, directories, and exported symbols along with their relationships, allowing the DSH agent to answer structural and dependency questions much faster than traditional grepping or reading full files. It currently supports parsing symbols from TypeScript, JavaScript, and Python codebases. To install the plugin, users can run the DSH CLI command dsh plugin --profile web add github:Luke-Yong/dsh-plugin-knowledge-graph, and pin to a specific commit hash by adding #<commit-sha> to the end of the repository URL for reproducible environments.

After installation, the plugin registers the read_graph tool that accepts two parameters: a required query string in the format <query_type> <target> and an optional workspace root that defaults to the current working directory. Users can run six types of queries: structure to get the full directory tree, exports, imports_of, exporters_of, dependents, and unused_imports. The knowledge graph model uses three node types (dir, file, symbol) and four edge types to represent all relationships between code components. This tool is ideal for DSH users who need to quickly understand unfamiliar codebases or debug dependency issues.

This project is currently in its infancy, so execution behavior, query interface, and compatibility may change as the community iterates on development and testing. If you want to build the plugin from source, you need to run npm run build to compile the TypeScript code, which outputs the built files to the dist directory with dist/index.js as the entry point. A key tip for first-time users is to always pass an explicit workspace root to avoid the default root including multiple unrelated projects, which can cause the structure query to return irrelevant data. The plugin is released under the open source MIT license, so it is free to use, modify, and distribute.

这是一个专为DeepSeek Harness(DSH)开发的原生插件,提供基于代码库知识图谱的read_graph查询工具。知识图谱会追踪代码仓库内每个文件、目录、导出符号及其关联关系,帮助AI代理更快回答代码结构和依赖相关问题,效率高于传统的文本搜索和逐文件读取方式,当前支持解析TypeScript/JavaScript和Python代码的符号信息。

用户可通过DSH命令行工具将该插件安装到个人配置文件中,也可固定到特定提交版本保证环境可复现。安装后插件会自动在DSH中注册read_graph工具,支持多种查询类型,包括输出完整目录树、列出文件导出符号、查询符号来源文件、查找依赖文件、列出未使用导入等。该插件面向需要梳理代码结构、分析依赖关系的DSH用户,帮助加速代码理解和开发流程。

该项目目前处于早期开发阶段,功能实现、查询接口和兼容性可能会随社区迭代测试发生变化。构建插件需要先执行npm run build命令编译TypeScript代码到dist目录,使用read_graph工具时建议明确传入工作区根路径,避免默认路径包含多个无关项目导致查询错误。项目采用MIT许可证开源,可免费使用和修改。

Pre-install check安装前体检Compatibility · Security兼容性 · 安全性 1 warning1 项注意
  • Only 4 stars - very few users, little community feedback星标只有 4,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:Luke-Yong/dsh-plugin-knowledge-graph

把 Luke-Yong/dsh-plugin-knowledge-graph 加入你的 DSH 配置(web profile)即可启用。

READMEREADME

dsh-plugin-knowledge-graph

A DeepSeek Harness (DSH) plugin that exposes a read_graph tool backed by a codebase knowledge graph. The graph tracks every file, directory, exported symbol, and their relationships so an agent can answer structural and dependency questions faster than grepping or reading files.

Status: infancy. This project is in its infancy stage. Execution behavior, the query surface, and compatibility may change while the project is iterated on and tested by the open source community.

Derived work. This project is derived from the knowledge graph tool in Luke-Yong/H, adapted to DeepSeek Harness's "everything is a plugin" model.

What it does

Given a workspace root, the plugin builds an in-memory graph and answers queries such as:

  • structure — print the full directory tree
  • exports <file> — list every symbol exported by a file
  • imports_of <file> — list symbols a file imports (with their source files; stdlib/third-party imports are tagged)
  • exporters_of <symbol> — find which files export a symbol
  • dependents <file> — find which files import from a file
  • unused_imports <file> — list imports never referenced in the file

Symbols are parsed from TypeScript/JavaScript (via the TypeScript compiler API) and Python (module-level def, class, and name = value bindings).

Graph model

The graph uses three node types and four edge types:

Nodes Meaning
dir A directory
file A source file
symbol An exported symbol (function, class, const, type, interface, enum, default)
Edges Meaning
CONTAINS Structural parent → child (dir → dir/file, file → symbol)
EXPORTS File → symbol it exports
IMPORTS File-level dependency (file → file)
IMPORTS_SYMBOL Precise symbol-level dependency (file → symbol)

Installation

Install with the DSH CLI into a profile:

dsh plugin --profile web add github:Luke-Yong/dsh-plugin-knowledge-graph

Pin to a specific commit for reproducibility:

dsh plugin --profile web add github:Luke-Yong/dsh-plugin-knowledge-graph#<commit-sha>

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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