Forge masterpiece UI, not AI slop — a design art-director plugin for Claude Code. Forces a deliberate choice on every design axis (type, color, space, motion), sources components from vetted registries, and gates output on forced-subtraction + critique.
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Clone a website — a working behavior ARCHIVE (real code + data replayed offline; tabs, filters, transitions work), a pixel-identical editable RESTORE (real source recovered from source maps when shipped, else the real DOM componentized into React with classes kept byte-exact — verified by pixel-diff), or a…
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Judge the current UI blind (render + screenshot if possible), grep the anti-slop patterns, and run the mandatory forced-subtraction pass.
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Run the full UIForge pipeline on a brief — thesis, one direction, tokens first, sourced components, budgeted composition, blind critique, forced subtraction.
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Extract a measured design signature (type ramp, accent + its budget, grid unit, radius, layout) from a reference image or site, write it to signature.json, and drive the build to match it — "steal this vibe" as a spec, not pixels.
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Grade any UI project A–F for slop — a standalone review tool. Runs the UIForge linter and reports a letter grade + the tells, for the current project, a directory, or a PR.
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Prepare the current project for UIForge — ensure shadcn init, the component registries (shadcn + @motion-primitives), and the motion/lucide-react/cn prerequisites.