Ran the full project-launch-workflow on Atmosphere and it shipped in a single conversation — recon, cleanup, screenshots, README, git push. The app had already survived two prior passes: a recon session that mapped every file and confirmed the architecture was solid, then a boot-and-evaluate session that got it running and confirmed zero console errors. The launch pass stripped the AI Studio scaffolding (DNA_FIX_LOG.md, metadata.json, audit_report.md), renamed the package from ai-studio-applet, fixed the index.html title, created an SVG favicon, and wrote a README with tech stack table, architecture diagram, and quick start. Captured three screenshots (feed view, design studio, scrolled feed) plus a demo GIF via Chrome DevTools MCP. The honest assessment: this is one of the strongest AI Studio exports in the gallery. A shared-Canvas R3F architecture, custom shaders, a layer inspector that explodes cards into CSS 3D space, and an AI feature that's functional but gracefully optional. One commit, one push, done.