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Review instructions

Don't reproduce CI

CI already enforces the full gate: ruff (lint + format), mypy, the pytest matrix, dependency audit, secret scan, Vale prose, and — when enabled — the structural gate. Do not report findings those checks already gate, and do not re-run the gate. When you need a check's result, read it from CI (gh run view) instead of running it yourself.

Investigate narrowly

You may run a single targeted command to confirm one specific hypothesis (for example, one test or mypy on one file). This is for verifying a finding — not for re-executing the suite.

Focus

Report correctness bugs, security issues, and regressions introduced by this diff. Behavior claims need a file:line citation in the source, not an inference from naming.

Converge

After the first review of a PR, suppress repeat nits and post Important findings only. A one-line fix should not reach round seven on style.