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Prompt craft: writing style lines that hold up
Good prompts are mostly editing. This hub collects the craft lessons — choosing cues that do work, cutting the ones that don't, and resolving the contradictions that quietly ruin a take — along with the tools that automate the tedious half.
The craft lessons
Six lessons that move you from writing prompts to editing them.
Building from a song brief
Turn a plain-language brief into a complete, ordered style line.
Choosing cues that earn their place
Keep the words that change the output and cut the ones that only sound good.
Removing repetition
Spot restated ideas that quietly eat the room you have to work with.
Resolving conflicts
Find cues that fight each other, then pick a winner instead of hoping.
Improving a result you already have
Read what came back and decide the single next edit worth making.
Final prompt challenge
The capstone: a brief goes in, a tested style line comes out.
Foundations you can revisit
What a prompt actually does
Where the style field ends and the lyrics box begins, and what each one controls.
Anatomy of a style line
The handful of slots every solid style line fills, in the order that reads cleanly.
Improving a weak prompt
Take a vague one-liner and rewrite it into something the model can act on.
Tools for the editing pass
Prompt Builder
Compose by pillar so nothing important gets left out of the line.
Style cleaner
Dedupe tags, strip filler and trim a line down to a length you choose.
Exclude list builder
Turn the things you do not want into a clean list of negative cues.
Prompt diff
Put two versions side by side and see exactly which word you changed.
Prompt dice
Roll unfamiliar combinations when your prompts have started to rhyme.