06-core-prototype-ui-live-in-the-real-site-with-mock-datalisted
Install: claude install-skill markkennethbadilla/public-agent-provisioning
# Prototype UI Live, In The Real Site, With Mock Data (CORE)
**Why (the user's reasoning, 2026-06-24):** A mockup is only useful if it shows how a change *actually looks in the
real site* — same theme, same components, same spacing, same screen. Recreating the site in throwaway HTML or a
standalone AI builder (v0/Lovable/bolt) never reflects the true look, so you can't tell if a change fits, and you
throw the result away and rebuild it for real anyway. Editing the REAL running site with MOCK data collapses that:
the prototype and the product are the same object. The user iterates by voice ("make that smaller, move it here, make
a bento") and sees it become real in the actual site. The only cost is a compile/reload per tweak — paid back 10x
because there is NO handoff/rebuild at the end; once the user likes it, it's already ~90% shippable code.
**This is a WORKFLOW, not a library.** Do NOT install or reach for an external prototyping tool. Confirmed superior
to v0/Lovable/bolt/Figma for this use case because those generate a fresh generic-looking app you must re-implement
in the real site — the exact "recreate the site first" trap this avoids.
## The mandate (default for EVERY mockup/UX request)
1. **Scaffold INSIDE the real app.** A real route/page in the actual repo, built from the existing shared components
+ theme tokens (rule 5d/5m — never raw hex, never a separate HTML file, never a standalone app). Reuse the
patterns already in the codebase (lo