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The Discover Debugging skill acts as an intelligent gateway for Claude Code, automatically activating when it detects tasks involving troubleshooting, performance analysis, or memory management. It provides a structured, progressive loading system for 14 specialized sub-skills, ranging from GDB and LLDB fundamentals to advanced production-level distributed systems debugging. By serving as a context-efficient entry point, it ensures that Claude utilizes the most relevant domain-specific knowledge for complex diagnostics while keeping the conversation focused and performant.