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Creative Lead (AI) — Technical Assessment

Time limit: 2–3 hours max.


Challenge

You are given a small set of base assets for a fictional indie game — Hollow Crown by Twin Hearth Studios — in /assets/sample-game/. Open STYLEGUIDE.md there for the full brand spec.

Build an AI-powered workflow that takes those base assets and automatically generates a varied set of marketing assets across multiple formats, staying on-brand.

Requirements

  1. Input: the base assets in /assets/sample-game/ (logo, key art, characters, icons, pattern) + the STYLEGUIDE.md (palette, tone, do's and don'ts). You may upscale, restyle, or re-illustrate them with AI — the assets are intentionally simple so you have room to be creative.

  2. Output: at least 20 generated assets in /output/, covering at minimum:

    • 1:1 (Instagram feed)
    • 9:16 (Stories / TikTok / Reels)
    • 16:9 (YouTube thumbnail / banner ad)
    • A wildcard format of your choice (animated, carousel, gif, short video, etc.)
  3. The workflow must be reproducible. Someone else should be able to clone the repo, run your script/workflow, and regenerate the assets. No "I made these by hand in Photoshop".

Tooling

Use whatever you want — and combine freely:

  • Image gen: Midjourney, DALL-E, Stable Diffusion, ComfyUI, Replicate, Nano Banana, Flux, etc.
  • Orchestration: Python scripts, Node scripts, n8n, Claude Code, ComfyUI workflows, Make, Zapier.
  • Editing/composition: Photoshop scripting, Figma API, Canva API, Pillow, Sharp, etc.

Out of scope

Brand consistency at studio level, A/B testing infra, publishing automation.


Mandatory: PROCESS.md

Include a file documenting:

  1. The workflow: diagram or step-by-step of how an asset goes from base → final.
  2. Tools used and why.
  3. Prompts (image, text, system) you used. Paste them in.
  4. How you would scale this to 50+ assets per game and to multiple games per week.
  5. One failure case you ran into and how you handled it.

Evaluation

Area Weight
Reproducibility of the workflow (PROCESS.md + runnable code) 30%
Visual quality and variety of generated assets 25%
Creative use of AI tools (not just one-shot prompts) 20%
Scalability thinking (how this becomes a pipeline) 15%
Documentation clarity 10%

How to submit

  1. Fork this repo.
  2. Create branch submission/<your-name>.
  3. Commit your code/workflow + the generated assets in /output/.
  4. Open a Pull Request to main of this repo.
  5. In the PR include: time spent, how to run the workflow locally, trade-offs made.

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Technical assessment for Creative Lead (AI) role

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