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The Case Feedback Skill provides a structured way to report issues or provide feedback during an active Claude Code session. It automates the collection of critical metadata, including a summary of the conversation, the full chat history, programming language types, and unique request identifiers. By ensuring that every feedback submission is accompanied by the necessary technical context, it allows developers and maintainers to diagnose edge cases, fix bugs, and improve AI model performance with minimal manual effort from the user.