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The Spec Generator skill streamlines the transition from planning to execution by capturing full conversation context and merging it with GitHub issue data to produce standardized implementation documents. It intelligently classifies work types—such as features, bugs, or infrastructure—to apply the most relevant template, ensuring all technical requirements and architectural decisions are documented in a centralized directory. By bypassing the standard agent layer during invocation, it preserves the nuances of complex planning discussions that might otherwise be lost, providing a reliable source of truth for development teams.