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Adaptive Claude Agents streamlines the development process by auto-generating project-specific subagents tailored to your technology stack and current development phase. By analyzing your codebase, it configures optimal workflows for 11 different frameworks—including Next.js, FastAPI, and Go—and establishes an aggressive delegation policy to maximize efficiency. Whether you are building a rapid prototype or maintaining a production-ready application, this skill ensures Claude applies the appropriate level of rigor and utilizes specialized sub-tasks for multi-file modifications and codebase-wide searches.