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/explore-codebase

Navigate and understand codebase structure using the knowledge graph

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code-review-graph
33k7 skills2 hooks1 MCP

Claude Code

$ npx -y skills add tirth8205/code-review-graph --skill explore-codebase --agent claude-code

SKILL.md

explore-codebase.SKILL.md
name: explore-codebase
description: Navigate and understand codebase structure using the knowledge graph

Explore Codebase

Use the code-review-graph MCP tools to find your way around the codebase.

Steps

1. Call `get_architecture_overview_tool` for the community structure. Call `list_communities_tool`, then `get_community_tool`, only for the modules you need. 2. Call `semantic_search_nodes_tool` to find a function or class by name or keyword. Pass `include_source=True, expand_neighbors=True` to get the code of the hits and their direct callers and callees, so you need not open the files. 3. Call `query_graph_tool` with `callers_of`, `callees_of` or `imports_of` to trace relationships. `children_of` on a file lists its functions and classes, and `path_to` with `to` shows how one symbol reaches another. 4. Call `list_flows_tool`, then `get_flow_tool` for one flow, to follow an execution path. 5. Call `find_large_functions_tool` to find oversized functions. 6. Call `list_graph_stats_tool` only when you need node, edge and language counts.

Token Efficiency Rules

  • Call `get_minimal_context_tool(task="<your task>")` before any other graph tool.
  • Pass `detail_level="minimal"` wherever a tool accepts it. Use "standard" only when minimal is not enough.
  • Prefer a targeted `query_graph_tool` call over a broad listing call.
  • Budget: about five tool calls and 800 tokens of graph output per task.
  • Read the implementation and its tests before changing code. The graph narrows scope; it does not replace the source.
Read more
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Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo workflows.

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Questions about explore-codebase.

Which coding agents can use explore-codebase?
explore-codebase installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.