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Reconstruct the project operating model from source, tests, packaging, and runtime flows, then rewrite the AGENTS hierarchy around durable ownership, lifecycle, compatibility, and verification invariants. Consolidate redundant UI and backend child guides, add evidence-based self-evolution rules, and keep specialized guidance only where local constraints materially differ. Signed-off-by: Loren Eteval <loren.eteval@proton.me>