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cccskills
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explore

Deep codebase exploration, architectural research, and solution discovery. Use when investigating problems, understanding complex flows, or evaluating technical approaches without jumping straight into code mutation or TDD.

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/supergraph:explore

Investigate first. Understand deeply. No unwanted code modification.

Announce: "🧭 /supergraph:explore — investigating codebase and tracing flows..."

When to Use

  • Understanding an existing feature, module, or architecture
  • Tracing end-to-end request/event lifecycles (UI → BLoC/Service → API → DB)
  • Investigating bug symptoms before declaring a fix approach
  • Evaluating libraries, architectural options, or technical trade-offs
  • Onboarding to a new workspace or subsystem

Workflow

1. Define Research Scope

  • Subject: What system, flow, or question is being investigated?
  • Boundaries: Known entry points, affected modules, or target concepts.
  • Target Output: Architecture overview, flow diagram, root cause analysis, or comparison matrix.

2. Semantic & Graph Discovery

  • High-level map: Use get_architecture(project=CBM_PROJECT) or /zoom-out to orient.
  • Symbol / Route discovery: Use Serena find_symbol, get_symbols_overview or Codebase Memory search_graph.
  • Trace connections: Use trace_path or Serena find_referencing_symbols / find_implementations to identify callers, callees, and data flow.

3. Targeted Source Deep-Dive

  • Inspect the actual code files for key components (controller, service, repository, UI state).
  • Read method implementations directly when business logic, validations, or transformations matter.
  • Target reading precisely: understanding requires seeing concrete implementations, not just graph nodes.

4. Trace the Flow End-to-End

Trace the execution path:

  1. Entry Point: HTTP route handler, UI widget event, CLI command, or queue consumer.
  2. Middleware / Guards: Authentication, validation, rate limiting, interceptors.
  3. Domain Logic / Orchestration: Service layer, state management, entity calculations.
  4. Data / External I/O: Database queries, external API calls, cache lookups.
  5. Output / Side Effects: Response serialization, state updates, event emissions.

5. Synthesize & Report Findings

Present findings in clear, structured Markdown:

  • Executive Summary: 2-3 sentences explaining how it works or what the finding is.
  • Flow Diagram: ASCII or Mermaid sequence/flowchart.
  • Key Files & Responsibilities: Table of files with their exact role.
  • Critical Invariants & Edge Cases: Hidden assumptions, potential pitfalls, race conditions.
  • Recommendations: If leading into implementation, outline next steps (/plan, /analyze, or /prototype).

レビュー

まだレビューはありません。使ってみた感想をお寄せください。

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