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retro-bot introduces a structured, persistent feedback loop to Claude sessions, replacing the common pattern of discarding session learnings by saving snapshots and an audit trail that carry improvements forward into future sessions.
The skill replaces subjective style guidance with empirically weighted pattern detection, giving Claude a data-driven basis for avoiding the specific design defaults that real users most frequently identify as markers of AI-generated UIs.