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Overview Shipped

Fail fast, idempotency, error categorization, retry strategies, timeout handling, graceful degradation, state…

When it runs

Always on: this lens is convened on every review, whatever the change touches. Always-on specialists are the cross-cutting ones — the concerns that do not belong to a file type, and that nobody thinks to ask for.

Its 3 lenses

Each one names the focus a worker reviews against and the criteria an independent verifier then checks the resulting findings for. That second half is what makes the verifier pass possible at all: it is not asking whether a finding is correct, it is asking whether this specialist covered its own declared ground.