The Akwa Guide · Start Here
Getting the best results
Akwa is at its best when the brief is specific. The wider you leave the inputs, the wider the variance in the output. This page collects the prompt-craft tips the founder uses to get the cleanest renders and the tightest tailor briefs.
Pin the cultural register
Generic style origins (or skipping the field) let the model drift toward whatever it has seen most often. Specific origins (Yoruba, Igbo, Hausa-Fulani, Gulf, South Asian, etc.) anchor the construction grammar and embroidery placement.
If you are designing for a specific tradition, name it. If you are designing fusion, pick the explicit fusion register (Naija Meets Oyibo, Modest Bridal Fusion) instead of "modern" or "contemporary".
Match silhouette to fabric
The most common cause of disappointing renders: a silhouette that needs a structured fabric paired with a fluid one (or vice versa). A mermaid gown collapses in chiffon. A draped wrap stiffens in mikado.
The picker shows recommended fabrics for each silhouette. When in doubt, follow the recommendation. See Choosing fabrics.
Three to five trims, not eight
Every additional trim adds noise. Three to five is typically the sweet spot. The brief reads cleaner, the render holds composure, and your atelier has clearer guidance.
If you want a high-embellishment look, pick three trims and concentrate them at one or two zones (neckline + hem; or bodice + sleeve cuff). Density at strategic zones reads more couture than spread-thin coverage.
Specify the occasion
"Wedding" is broad. "Owambe" is specific. "Nikkah" is specific. "Walima reception" is specific. The validator uses the occasion to gate modesty rules and embellishment register; specific occasions get tighter renders.
Use Trust Mode for clean garments, Elaborate for complex layering
Akwa internally routes between Trust Mode (minimal directives, leans on the underlying ontology) and Elaborate Mode (sentence-form construction directives, used when the design has high-risk signals like multi-piece sets, open fronts, or unusual layering).
For most bread-and-butter designs, Trust Mode produces the cleanest renders. Elaborate Mode kicks in automatically when needed. You do not pick the mode; Akwa routes for you. But if the result is overdescribed, that is a sign the design tripped Elaborate; tighten the inputs to land in Trust.
Re-render when the first pass lands close-but-not-quite
Akwa routes across multiple specialist AI image-generation models. Each has a slightly different visual signature. A re-render with the same brief often closes 80% of the gap on a second try, because the routing might land on a different model with a stronger output for that brief.
Edit the brief, then re-render
The Tailor Brief is editable on the result screen. Tighten the construction language directly (fabric grade, structural notes, embellishment placement), then tap re-render. Your edits feed back into the next pass.
Use Capture / Atelier for reference-led design
If you have a reference image, sketch, or annotated concept, use the Capture flow instead of starting from the wizard. Capture interprets the reference and structures it into Akwa's six-axis ontology, then renders. This is the closest path to "I have this image in my head, build it".