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Prompt anatomy: the eight pillars

Almost every strong prompt is the same eight slots filled in — genre, instruments, mood, vocal, production, tempo, arc and harmony.

The eight slots

Treat a prompt as a form rather than a paragraph. You will not fill every slot every time, but knowing the slots exist stops you from accidentally leaving three of them blank and wondering why the output drifts.

PillarWhat it answersExample phrase
GenreWhich stylistic neighbourhood?neo-soul, 90s boom bap
InstrumentsWhat is actually playing?Rhodes piano, upright bass, brushed kit
Mood & energyHow does it feel, how hard does it push?wistful, restrained, slow burn
VocalWho is singing and how?warm alto, breathy, close-mic
ProductionWhat does the recording sound like?tape saturation, narrow stereo, dry
Tempo & grooveHow fast and what feel?78 BPM, laid-back swing
Song arcHow does it move over time?sparse intro, full band from chorus 2
Melody & harmonyWhat harmonic colour?minor key, jazzy extended chords

Order matters less than presence

Put genre first — it sets the frame everything else is read against — then instruments and vocal, then the texture terms. Beyond that, ordering has far less effect than simply having the slot filled at all. A prompt missing a vocal description will produce a different vocal every run; a prompt missing tempo will wander between drafts you meant to compare.

For A/B testing, freeze seven pillars and change exactly one. That is the only way to learn what a phrase actually does.

Filling slots you do not care about

  • If you want no singing, the vocal slot becomes instrumental — leaving it blank invites vocals.
  • If you do not care about the arc, skip it; an unfilled arc is far less costly than a wrong one.
  • If a slot is genre-implied (boom bap already implies ~90 BPM), you can leave it out and reclaim the words.
  • Never fill a slot with a superlative. incredible production is an empty slot wearing a hat.

Example

[genre] neo-soul, 90s boom bap drums [instruments] Rhodes piano, upright bass, muted trumpet [vocal] warm alto, breathy, close-mic [mood] wistful, restrained [production] tape saturation, dry and narrow [tempo] 78 BPM, laid-back swing

Practice

Write one prompt with all eight pillars filled, then produce three variants where you blank out a different pillar in each. Keep the notes side by side. The pillar whose removal changes the result most is the pillar that was doing the most work for that style — and the one you should protect first when you have to cut the prompt down to fit a length budget.

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FAQ

Do I have to use bracketed labels like [genre]?
No. The labels are a thinking aid. A plain comma-separated list works the same; use whichever keeps you honest about covered slots.
Which pillar should I never skip?
Genre. It anchors how every other phrase is interpreted — the same word 'bright' means something different in a metal prompt than in an ambient one.

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