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Validate a project against ITS OWN rules, not a universal standard. With a YAML profile the declared main-group taxonomy / naming / pairing is authoritative; with no profile the taxonomy is INFERRED from the project itself and GAs that deviate from their main group's own majority domain are flagged — never against an alien standard (a well-organised real 356-GA project drops from 329 false mismatches vs the default to 31 genuine self-deviations). Answers the recurring integrator critique that 'your best practices aren't universal'. Example profile + test_policy.py included. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>