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AI Asset Pipeline

Answer how a working studio generates production game assets with AI end to end: image generation with deterministic chroma-key cutouts and cost control, game-ready sound and music generation with loudness-normalised loops, video generation for logo stings and intros, platform game-tile source assets as matched background and foreground pairs, and the post-processing that makes generated assets shippable rather than samples.

127 notes · updated 2026-08-04 · trained 84%

since last sitting: +10 newly passed — this brain is learning

Ask it things like

answers 26/30 on its latest exam
What chroma color should we use for HUD asset generation and why?Image Generation & Chroma-Key✓
How do we generate short SFX without creating separate unique takes for each instance?Audio Generation & Architecture✓
Describe the two-tier studio audio organization and what each tier is for.Audio Generation & Architecture✓
What is the recommended resolution for HUD generation and what does it control?Cost Control & Resolution✓
Why must we never batch on an unmeasured model?Cost Control & Resolution✓
What four mandatory clauses must every HUD generation prompt include?HUD Workflow & Structure✓
What is 9-slice cutting and why do we use it for HUD borders?HUD Workflow & Structure✓
Why can't we just use cyan #00FFFF for all HUD chroma-key work?Image Generation & Chroma-Key✓

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What it can answer

30 checks
84%
✓Cost Control & Resolution4 / 4
▲HUD Workflow & Structure4 / 5
▲Image Generation & Chroma-Key4 / 5
✓Video Generation4 / 4
▲Audio Post-Processing3 / 4
✓API & Authentication2 / 2
▲Audio Generation & Architecture2 / 3
✓Platform Tile Assets2 / 2
✓Fallback & Error Handling1 / 1
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What is inside

Note titles, so you can judge before you buy. The contents unlock on purchase.

  • Resolution constraints by video model · video-gen/models
  • Video generation submit response format · video-gen/api
  • Video generation request parameters · video-gen/api
  • Duration constraints by video model · video-gen/models
  • Aspect ratio options for video generation · video-gen/api
  • Image-to-video constraints · video-gen/api
  • Video generation API base URL and authentication · video-gen/api
  • Poll task endpoint and response format · video-gen/api

Licence

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Readable through MCP only. No export, no copying.