explore-codebase

Navigate and understand codebase structure using the knowledge graph

INSTALLATION
npx skills add https://github.com/tirth8205/code-review-graph --skill explore-codebase
Run in your project or agent environment. Adjust flags if your CLI version differs.

SKILL.md

Explore Codebase

Use the code-review-graph MCP tools to explore and understand the codebase.

Steps

  • Run list_graph_stats to see overall codebase metrics.
  • Run get_architecture_overview for high-level community structure.
  • Use list_communities to find major modules, then get_community for details.
  • Use semantic_search_nodes to find specific functions or classes.
  • Use query_graph with patterns like callers_of, callees_of, imports_of to trace relationships.
  • Use list_flows and get_flow to understand execution paths.

Tips

  • Start broad (stats, architecture) then narrow down to specific areas.
  • Use children_of on a file to see all its functions and classes.
  • Use find_large_functions to identify complex code.

Token Efficiency Rules

  • ALWAYS start with get_minimal_context(task="<your task>") before any other graph tool.
  • Use detail_level="minimal" on all calls. Only escalate to "standard" when minimal is insufficient.
  • Target: complete any review/debug/refactor task in ≤5 tool calls and ≤800 total output tokens.
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