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This skill provides a standardized framework for building specialized capabilities known as System Skills, utilizing a CLI, a persistent SQLite database, and an OODA loop workflow. It allows for the creation of tools that don't just respond to prompts but act as evolving systems that accumulate context and learn patterns over time. By combining structured data entry with longitudinal analysis, it enables Claude to provide increasingly valuable insights, trend reporting, and predictive recommendations based on accumulated history.