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This skill provides a comprehensive methodology for designing and building LLM-integrated projects, from initial task evaluation to production deployment. It guides developers through identifying LLM-suited tasks, building robust staged pipelines, implementing file-based state management, and optimizing for both cost and performance. By emphasizing manual prototyping and architectural reduction, it helps teams avoid common AI development pitfalls while accelerating the delivery of sophisticated multi-agent or batch processing systems.
