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The Cartographer skill is designed to solve the problem of stale documentation by creating and maintaining a 'living' map of your software architecture. It systematically inventories system entrypoints, maps complex component interactions, and identifies documentation gaps within ARCHITECTURE.md and .agent-docs directories. By recording confidence levels and structural flows, it ensures that both human developers and AI agents have an accurate, up-to-date mental model of the system, which is particularly vital for complex environments like quantitative research workstations.