Cross-platformWorkflow & organisation
Keep One Prompt Library Across Midjourney, Kling and More
Most AI creatives no longer use one generator. A still might start in Midjourney, become a clip in Kling, get a camera move in Higgsfield and a fix in another editor. Each of those tools keeps its own history, in its own format, behind its own login. The prompt that made the shot you love is in one of them, and finding it means remembering which.
Why each tool's own history is not enough
- It only covers that tool. Searching Midjourney will never find the Kling prompt that animated the image.
- Settings live in different places. Some tools keep parameters in the prompt text, others in separate fields that are easy to lose when you copy the prompt.
- The link between steps is lost. Which still became which clip is rarely recorded anywhere.
- Histories can change. Plans end, accounts change and interfaces get redesigned, so do not rely on any one of them as your only record.
What a good shared library keeps
| Keep | Why it matters | Start with |
|---|---|---|
| The result itself | You search by eye as much as by words | Full-resolution file, not a screenshot |
| The full prompt | So you can rerun or adapt it | Exactly as sent, including parameters |
| Tool and model | The same prompt behaves differently elsewhere | Platform plus model or version name |
| Settings | Aspect ratio, seed, style codes, motion settings | Whatever the tool lets you set |
| Project | How you will actually look for it later | One project per client or idea |
Three ways to build it
- A spreadsheet or notes app. Free and flexible: one row per keeper with the prompt, tool, settings and a link to the file. It works if you are disciplined, and breaks down the week you are busy.
- A prompt-library app. Dedicated apps let you paste, tag and search prompts. They are good for reusable templates, but you still copy each prompt in by hand and the image usually lives somewhere else.
- Automatic capture in the browser. A browser extension can save each generation with its prompt and settings as it appears on the platform's page, across tools, without copying anything. This is the only approach that does not depend on remembering to save.
Whichever you choose, use one system for everything. Two half-used systems are worse than one simple one.
Organise by project, search by words
Name projects the way you will think of them later ("Client: harbour campaign", "Short film: night market"), and keep stills and clips from every tool in the same project. Then search across the whole library by a word from the prompt. For Midjourney-specific tips, see how to find an old Midjourney image.
Try it
Use one consistent project tag in the prompts you send to every tool for the same project, so a single search finds the still and every clip made from it:
Still: rainy neon market at night, reflections, 35mm look, proj-nightmarket
Clip: slow push-in through the market, rain falling, neon flicker, proj-nightmarket
Change "proj-nightmarket" for each project and keep it short and unusual. Check that the tag does not change the image in the tool you use; if it does, keep the tag in your library instead of the prompt.