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Shelf Agent Instructions

Use Bun and bunx for package and script commands.
Keep the existing Vite web app and shadcn-based UI package structure.
Use Heroicons for frontend icons.
Fetch current documentation with ctx7 before working with external libraries.
Prefer explicit contracts and hot-cut schema/API changes over compatibility layers unless requested otherwise.
Do not use emojis or pictographs in code or comments.