Your brief becomes a longer, concrete visual prompt, and the prompt becomes a layered vector logo. The two stay linked — and editing the prompt redraws the logo.
① keywords in your brief ⇄ ② phrases in the prompt ⇄ ③ layers in the logo · hover anything to trace its links.
Same short brief, two generators in parallel. Left uses the current rewrite pipeline. Right sends the short query straight to GPT for SVG.
Pipeline brief → visual prompt → SVG vs Direct brief → SVG
Instruction-optimization control room. Compare every run, inspect pipeline stage, credits, candidate instructions, rollout statistics, and open any case in full detail.
skills_v1 → candidates → rollout + judge → validate · test · promote
Gemma 4 rewrites the brief into a visual prompt, then GPT-5.6 Sol draws the SVG.
Open a saved example, or generate both logos, then run Judge.
No rewrite. GPT-5.6 Sol draws from the short query.
Open a saved example, or generate both logos, then run Judge.