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This skill automates the creation of project-specific implementer agents by performing a deep analysis of your repository's language, framework, architecture, and coding standards. It transforms generic AI assistants into domain experts for your specific codebase, ensuring generated code adheres to existing patterns, follows established dependency injection methods, and uses the correct project-specific testing frameworks. By bridging the gap between generic coding knowledge and your specific implementation details, it significantly reduces hallucination and architectural drift.