Build a consistent set of images across many generations
Each image can look great on its own and still not belong in the same set as the others.
- Outcome
- A style specification precise enough to reuse, a batch of images that actually cohere as one set, and a documented reference for keeping later additions consistent with it.
- Time
- 1-2 hours depending on set size
This workflow is part of PromptKit Pro
A handful of prompts and workflows stay free for everyone — Pro unlocks the full library, including this one, plus the guided runner.
Generating images one at a time for a set that needs to feel cohesive — a deck's illustrations, a product's marketing images — often produces individually good images that don't actually belong together, because each generation reinterprets vague style language slightly differently. This playbook locks down a precise, reusable style specification first, generates the set against it, then documents the spec so later additions stay consistent too.
When not to use this
For a single standalone image with no set to match, this level of process is unnecessary — go straight to generating it.
Did this work?
Someone seeing the full set without context would assume they were all made together, not generated independently across many separate prompts.
Tested on claude-opus-5. Evidence status is draft; it moves to battle-tested only on recorded runs, never by hand.