Atelier is an MCP server and agent skill pack that adds post-generation quality gates to vibe-coded apps. A UI/UX critic catches generic-AI-look interfaces, and a backend guard catches unsafe patterns. One ruleset, adapters for Cursor, Windsurf, Claude Code, and Antigravity.
This repository also configures its own agents. See what atelier-mcp tells them →
Skill Claude CodeCodex
Two-agent post-generation quality gate for vibe-coded applications. Deterministic, gradeable ruleset enforcing UI/UX design-system craft and backend architectural soundness.