Workflow · 5 min read

How to run a prompt library without losing your best prompts

Wishlists, daily copy discipline and the Latest feed — a simple workflow for turning a big library into a repeatable output machine.

Start from Latest, not from search

Fresh prompts reflect the newest model behaviour. Opening the Latest feed first means you're always testing against what works right now, then falling back to search when you need something specific.

Heart first, copy later

Hearting is free and unlimited — copying is the scarce action on the free plan. Sweep the library, heart everything interesting, then spend your daily copies on the shortlist that survived a second look.

Keep one variable per test

When a prompt nearly works, change a single slot: lighting, lens or environment. Two changes at once and you learn nothing about which one helped.

Prompt

Same subject and framing as previous render, change only the lighting to a single hard key light from camera-right with deep falloff, keep 85mm lens, keep neutral grade

Copy prompt