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graph-exploration

graph-exploration

Explore code relationships, search, flows, communities, architecture, and refactor previews with code-review-graph.

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name: graph-exploration description: "Explore code relationships, search, flows, communities, architecture, and refactor previews with code-review-graph." disable-model-invocation: true metadata: disco-role: operating license: MIT

Graph Exploration

Use this sub-skill when the task is to understand code structure after a graph exists: find callers or callees, search by keyword or embedding, inspect flows or communities, identify large functions, or preview safe refactors.

Start here

  1. Ensure the graph exists and is current.
  2. Ask the smallest useful query first.
  3. Escalate from search to graph traversal to flow/community/refactor analysis only as needed.

Read references/search-and-analysis.md for search, traversal, flow, community, architecture, and refactor workflows. Read references/architecture-and-schema.md for graph-node and edge semantics, flow/community storage, and supported query shapes. Read references/troubleshooting.md when search falls back, flows miss entry points, communities are sparse, or a refactor preview looks incomplete.

Route by task

User taskDo this
"Who calls this function?"query_graph_tool(pattern="callers_of", target=...)
"What does this function call?"query_graph_tool(pattern="callees_of", target=...)
"Find tests for this symbol"query_graph_tool(pattern="tests_for", target=...)
"Search for login/auth code"semantic_search_nodes_tool or query_graph_tool depending on whether the answer is semantic or structural.
"Show execution paths"list_flows_tool, then get_flow_tool or get_affected_flows_tool.
"Show architecture"get_architecture_overview_tool and, if needed, list_communities_tool.
"Find large functions"find_large_functions_tool.
"Preview a rename"refactor_tool(mode="rename").
"Find dead code"refactor_tool(mode="dead_code").

Use search vs graph traversal correctly

  • Use semantic_search_nodes for natural-language or fuzzy discovery.
  • Use query_graph_tool when the question is about exact structural relationships.
  • Use traverse_graph_tool when you already have a promising node and want to walk outward.
  • Use get_minimal_context_tool first if you are unsure where to start.

Flows and communities

Flows represent execution paths, usually rooted in entry points or decorators. Communities represent structural clusters and help with architecture-level reasoning. A good exploration answer usually explains both the local symbol and the surrounding flow/community context when relevant.

Refactor previews

The safe refactor path is preview first, apply second:

  1. refactor_tool(mode="rename", ...) or refactor_tool(mode="dead_code", ...)
  2. Inspect the returned edits and affected locations.
  3. Only then run apply_refactor_tool if the change is intentional.

Boundaries

  • For install/setup, use install-and-setup.
  • For diff review and PR comments, use review-changes.
  • For embeddings, custom languages, registry/daemon, wiki, and eval workflows, use integrations-and-extensions.

Verification anchors

Native tests that ground this route include search tests, flow tests, community tests, integration tests, refactor tests, visualization tests, and status/regression tests. These are validation anchors only; do not rely on them as runtime instructions.

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