Use for ANY codebase exploration, analysis, or understanding task on Python, JavaScript, or TypeScript repositories. Triggers: "explore the codebase", "find where X is defined", "how does Y work", "what calls this function", "show me the architecture", "trace the call chain", "what files are related", "find similar code", "what tests cover this", "find dead code", "unused code", "check dependencies", "analyze code", "code structure", "what imports this", "who uses this", "find all classes/functions", "code quality", "codebase overview". Uses tokkit knowledge graph tools instead of reading raw source files — 90%+ token savings.
Use for ANY codebase exploration, analysis, or understanding task on Python, JavaScript, or TypeScript repositories. Triggers: "explore the codebase", "find where X is defined", "how does Y work", "what calls this function", "show me the architecture", "trace the call chain", "what files are related", "find similar code", "what tests cover this", "find dead code", "unused code", "check dependencies", "analyze code", "code structure", "what imports this", "who uses this", "find all classes/functions", "code quality", "codebase overview". Uses tokkit knowledge graph tools instead of reading raw source files — 90%+ token savings.