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Standard Out Setup is an essential utility for agentic coding that solves the 'blind agent' problem by making internal application state visible via stdout. By wrapping silent functions in descriptive logging and replacing bare try/except blocks with context-rich error reporting, this skill enables Claude to understand why a process failed and how to fix it autonomously. It provides standardized patterns for Python, TypeScript, and Go, focusing on high-leverage areas like API endpoints, file operations, and external service calls to maximize agent performance and reduce the need for human intervention.