Builds and queries code knowledge graph for dependency analysis, references, implementations, and architecture overview. Use when starting work on unfamiliar codebase or before refactoring.
Scanned 6/7/2026
Install to Claude Code
npx -y skills add majiayu000/claude-skill-registry --skill ln-020-codegraph-levnikolaevich-claude-code-skills --agent claude-codeInstalls into .claude/skills of the current project.
Are you the author of Ln 020 Codegraph?
Add the live security badge to your README — it updates automatically with every re-scan.
[](https://www.skillsdirectory.com/skills/majiayu000-ln-020-codegraph)More formats (shields.io, HTML) on the badges page.
---
name: ln-020-codegraph
description: "Builds and queries code knowledge graph for dependency analysis, references, implementations, and architecture overview. Use when starting work on unfamiliar codebase or before refactoring."
license: MIT
allowed-tools: mcp__hex-graph__index_project, mcp__hex-graph__watch_project, mcp__hex-graph__search_symbols, mcp__hex-graph__get_symbol, mcp__hex-graph__trace_paths, mcp__hex-graph__find_references, mcp__hex-graph__find_implementations, mcp__hex-graph__find_dataflows, mcp__hex-graph__explain_resolution, mcp__hex-graph__get_architecture, mcp__hex-graph__find_clones, mcp__hex-graph__find_hotspots, mcp__hex-graph__find_unused_exports, mcp__hex-graph__find_cycles, mcp__hex-graph__get_module_metrics
---
> **Paths:** File paths are relative to skills repo root.
# Code Knowledge Graph
**Type:** Standalone Utility
**Category:** 0XX Dev Environment
Indexes codebase into a layered graph (tree-sitter AST → SQLite) and provides dependency analysis, path tracing, references, implementations, and architecture overview via MCP tools.
## Inputs
| Input | Required | Source | Description |
|-------|----------|--------|-------------|
| `project_path` | yes | args or CWD | Project root to index |
| `command` | no | args | Specific action: `index`, `search`, `symbol`, `paths`, `refs`, `arch` |
## When to Use
- Starting work on an **unfamiliar codebase** → `index` + `architecture`
- Before **refactoring** a function/class → `search` + `get_symbol` + `trace_paths`
- Understanding **call flow** → `trace_paths`
- Finding a **symbol** quickly → `search`
## Workflow
### Phase 1: Index
Check if graph exists (`.codegraph/index.db` in project root).
**If NOT exists:**
```
Call: index_project({ path: "{project_path}" })
```
**If exists** (re-index on demand):
```
Call: index_project({ path: "{project_path}" })
```
Idempotent — skips unchanged files automatically.
### Phase 2: Query
Route based on user intent:
| User says | Tool | Parameters |
|---|---|---|
| "Show dependencies" / "What uses X?" | `trace_paths` | `{ name: "X", file: "...", path_kind: "mixed", direction: "reverse" }` |
| "Who calls X?" / "What does X call?" | `trace_paths` | `{ name: "X", file: "...", path_kind: "calls", direction: "reverse"\|"forward" }` |
| "Tell me about X" / "Context of X" | `get_symbol` | `{ name: "X", file: "..." }` |
| "Project structure" / "Architecture" | `get_architecture` | `{ path?: "src/" }` |
| "Find symbol X" | `search_symbols` | `{ query: "X" }` |
| "Watch for changes" | `watch_project` | `{ path: "{project_path}" }` |
| "Find duplicate code" | `find_clones` | `{ type: "all" }` |
| "Risky hotspots" | `find_hotspots` | `{ minCallers: 2, minComplexity: 5 }` |
| "Unused exports" | `find_unused_exports` | `{}` |
| "Circular dependencies" | `find_cycles` | `{}` |
| "Module coupling" | `get_module_metrics` | `{ minCoupling: 0 }` |
| "Implementations / overrides" | `find_implementations` | `{ qualified_name: "..." }` |
| "Dataflow / propagation" | `find_dataflows` | `{ qualified_name: "...", depth: 2 }` |
### Phase 3: Present Results
1. Show MCP tool output directly (markdown tables)
2. For code snippets referenced in results, use `hex-line read_file` with line ranges
3. Suggest follow-up queries based on results:
- After `search_symbols` → suggest `get_symbol` for top result
- After `get_symbol` → suggest `trace_paths` if refactoring
- After `trace_paths` → suggest `find_references` or `find_implementations` depending on symbol kind
## Supported Languages
| Language | Extensions | Coverage |
|---|---|---|
| JavaScript | .js, .mjs, .cjs, .jsx | Strongest semantic coverage |
| TypeScript / TSX | .ts, .tsx | Strongest semantic coverage |
| Python | .py | Definitions, exports, imports; more limited cross-file semantics |
| C# | .cs | Definitions, exports, imports, type relations |
| PHP | .php | Definitions, exports, imports |
## MCP Server Setup
Add to `.mcp.json`:
```json
{
"mcpServers": {
"hex-graph": {
"command": "node",
"args": ["{skills_repo}/mcp/hex-graph-mcp/server.mjs"]
}
}
}
```
## Definition of Done
- [ ] Project indexed (index_project returns success)
- [ ] Query results shown to user
- [ ] Follow-up suggestions provided
---
**Version:** 0.1.0
**Last Updated:** 2026-03-20
Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.
No comments yet. Be the first to comment!