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Use when code should match a team's real code style and conventions the user keeps correcting the AI toward: "make it match our codebase", "follow our patterns", "you keep writing it wrong": or when repeated corrections should become durable rules. Private, quarantine-gated. For writing in a named public engineer's style, use persona.