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Stream Coding is a specialized methodology designed to eliminate "vibe coding" and costly rework cycles in AI-accelerated development. By shifting 80% of the effort to strategic thinking and AI-ready documentation, it ensures that code generation becomes a near-automatic execution of intent. This skill integrates a rigorous 13-item Clarity Gate and mandatory implementation sections—including Anti-patterns and Error Handling matrices—to provide Claude with the precise context needed to execute perfectly on the first pass without the need for endless revision cycles.