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Luke-Yong

dsh-plugin-knowledge-graph

dsh-plugin-knowledge-graph for Deepseek Harness

Stars
1
Language
TypeScript
Created
Aug 14, 2026
Updated
Aug 14, 2026
Other
GitHub repo

Introduction

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)
  • exporters_of <symbol> — find which files export a symbol
  • dependents <file> — find which files import from a file

Graph model

The graph uses three node types and four edge types:

NodesMeaning
dirA directory
fileA source file
symbolAn exported symbol (function, class, const, type, interface, enum, default)
EdgesMeaning
CONTAINSStructural parent → child (dir → dir/file, file → symbol)
EXPORTSFile → symbol it exports
IMPORTSFile-level dependency (file → file)
IMPORTS_SYMBOLPrecise 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>

Usage

The plugin registers a single tool, read_graph, on ctx.tools. Its parameters:

ParameterTypeRequiredDescription
querystringyesQuery string in <query_type> <target> form
rootstringnoAbsolute workspace root to graph. Defaults to process.cwd()

Example queries:

exports src/index.ts
exporters_of buildKnowledgeGraph
imports_of src/query.ts
dependents src/knowledgeGraph.ts
structure

Project structure

src/
  index.ts         Plugin entry — registers the read_graph tool
  knowledgeGraph.ts  Graph builder (filesystem walk, import/export parsing, serialization)
  query.ts         Query engine (runGraphQuery)

Building

npm run build   # tsc -p tsconfig.json

Output is emitted to dist/ (dist/index.js is the package entry point).

License

MIT