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Get Started Free →Navigate and understand codebase structure using the knowledge graph
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-05 | ✗→✓ | ▲ Improved | -58% | 0% |
| case-15 | ✗→✓ | ▲ Improved | -61% | 0% |
| case-18 | ✗→✓ | ▲ Improved | -46% | 0% |
| case-19 | ✗→✓ | ▲ Improved | -74% | 0% |
| case-20 | ✓→✗ | ▼ Worse | 163% | 0% |
Use the code-review-graph MCP tools to explore and understand the codebase.
list_graph_stats to see overall codebase metrics.get_architecture_overview_tool for high-level community structure.list_communities_tool to find major modules, then get_community for details.semantic_search_nodes_tool to find specific functions or classes.query_graph_tool with patterns like callers_of, callees_of, imports_of to trace relationships.list_flows and get_flow to understand execution paths.children_of on a file to see all its functions and classes.find_large_functions to identify complex code.get_minimal_context(task="<your task>") before any other graph tool.detail_level="minimal" on all calls. Only escalate to "standard" when minimal is insufficient.Other measured skills in the registry, with their headline benchmark lift.