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The Langfuse Agent Evaluation Setup skill streamlines the process of establishing rigorous testing frameworks for LLM-powered agents. It intelligently analyzes your codebase to map execution flows, identifies critical quality dimensions, and manages the creation of Langfuse assets like datasets and judge prompts. By generating standardized configuration files and performing initial smoke tests, this skill enables developers to transition from manual 'vibes-based' testing to data-driven performance metrics, ensuring agent reliability through automated evaluation loops.