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The AI Decision Trail skill provides a robust framework for documenting the 'why' behind every action taken by AI agents. It captures critical metadata including decision categories, significance levels, alternative options considered with pros and cons, and long-term impact analysis. By integrating directly with tools like Jira and Confluence, it ensures that AI-driven development remains auditable, transparent, and easy for human stakeholders to review during post-mortems, knowledge capture, or project onboarding.