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Master design skill for ai-business-skills — covers 8 design categories (personal brand, business logo, campaign visual, day-to-day marketing, editorial, infographic, web mockup, quote graphic). Auto-reads brand identity (logo + palette + typography) from project context, composes prompts aligned with brand voice, and generates images via gpt-image-2 (OpenAI's image model) when an API key is available — otherwise outputs paste-ready prompts for 5 platforms (DALL-E 3, MidJourney, Leonardo, Imagen
Passed 20 of 22 test cases with the skill, and 3 of 22 without it.
and 19 more in the full report
17 fixed3 passed either way2 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 17 test cases the skill fixed. Same model, same prompt, with and without the skill.
I need a visual generated for my project. Make something modern and eye-catching.
| Checked | Without skill | With skill |
|---|---|---|
| Asks a single prompt listing all 8 design category options. | Missed | Passed |
The instructions your model reads when the skill loads.
A single master skill that handles 8 design categories for ai-business-skills. One door for both personal work (founder, creator) and brand work (logo, campaign, day-to-day marketing). Reads brand identity from the project context, composes prompts in the right brand voice, and routes the request to the right tool: direct generation via gpt-image-2, paste-ready prompts for 5 popular platforms, or dispatch via Open Design infrastructure.
The skill is written in plain professional English so a non-designer client can read it, understand it, and fill it in alongside the AI. Frontmatter field names stay in English (do not translate) to keep AI parsing intact.
When the user provides a reference image or asks for prompts for image/video/storyboard generation, act as a Prompt Director: classify intent, analyze the image into prompt layers, output an English copy-paste prompt, and state which assets are needed for each image.
| # | Type | Subject | When to use | Tool |
|---|---|---|---|---|
| 1 | personal-brand | Individual (founder/creator) | Profile avatar, monogram, speaker cover, personal quote graphic | gpt-image-2 raster |
| 2 | business-logo | Brand logo identity | Logo primary/secondary/mark | gpt-image-2 multi-variant 3-5 directions + human-review disclaimer |
| 3 | business-campaign | Brand campaign visual | TVC still, OOH, product hero, campaign key visual | gpt-image-2 raster |
| 4 | marketing-day-to-day | Operational marketing | Social post, banner ad, email header, story | gpt-image-2 raster |
| 5 | editorial | Long-form publication | Magazine cover, article hero, e-book, lookbook | gpt-image-2 raster |
| 6 | infographic | Data/plan/process visualization | Roadmap, process flow, comparison chart | gpt-image-2 (text-minimal, icons-focused) |
| 7 | web-mockup | UI screen sketch | Landing hero, app screen mockup | Hybrid: gen 1 hero image via gpt-image-2 + recommend HTML skills for the full interactive mockup |
| 8 | quote-graphic | Quote post | "Guru post" IG, LinkedIn quote, motivational | Hybrid: gpt-image-2 background + HTML text overlay |
| Case | Route to |
|---|---|
| Full interactive web UI mockup (multi-section, with behavior) | web-prototype / saas-landing / mobile-app / dashboard / frontend-design |
| Video creation (TVC, ad video, UGC) | 04-script-video-global + Seedance/Kling/Sora dispatcher |
test cases passed, vs 3 / 22 without
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