explore-codebase

v2026.09.24

Navigate and understand codebase structure using the knowledge graph

GitHub
Install command
npx skhub add tirth8205/explore-codebase
Markdown
SKILL.md

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.
  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.
  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.
Discovery
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Version
Latest version metadata

Version

v2026.09.24

Published

Sep 24, 2026

Category

Uncategorized

License

MIT

Source path

skills/explore-codebase

Default branch

staging

Latest commit

6b12d11

Tree SHA

051c7ed