Dev.to
7/17/2026

Building revüe: a deterministic AI review gate with 108 automated eval cases
Original: How I Built an AI Review Skill That Refuses to Ship Bad Work
Short summary
revüe is an MIT-licensed Agent Skill for Claude Code, Codex, and Cowork that puts a reproducible quality gate between AI drafts and shipping decisions. It combines model-based judgment with deterministic validators checking design-system locks, banned patterns, and structural rules across 108 automated eval cases. Each run ends with a verdict—ship, ship with changes, caution, or block—and non-ship verdicts require an owner-tagged path to resolution.
- •revüe is an MIT-licensed AI review skill for Claude Code, Codex, and Cowork that enforces deterministic quality gates on AI-generated work
- •Combines model judgment with executable validators for design-system compliance, banned patterns, and structural rules across 108 eval cases
- •Every non-ship verdict requires an owner-tagged path to resolution, preventing review systems from listing concerns without closing the work
Generated with AI, which can make mistakes.
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