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A comprehensive Minecraft plugin code quality and polish standards reference guide. Covers naming conventions, code organization, documentation standards, error handling, resource management, plugin lifecycle discipline, configuration standards, and 30+ common AI code generation failures with corrections. Designed as a production-ready checklist for Paper *.21.4 plugin development teams.