post: GPU-skinned herds — agent_skinned renderer + engine private, builds public

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2026-06-14 01:19:46 +01:00
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<p><strong>The design context block is worth more than the rest of the prompt combined.</strong> Without it, every image is a one-off. With it, every image belongs to the same game.</p>
<p><strong>Never iterate on expensive models.</strong> Schnell at $0.003/image is for exploration. Flux 2 Pro at $0.03 is for final output. The cheap model does 90% of the creative work.</p>
<p><strong>Aggregation beats loyalty.</strong> No single model is best at everything. Flux for art, Ideogram for text, Recraft for design, Nano Banana for edits, BiRefNet for masks. Use the right tool for each job.</p>
<p><strong>Let the agent handle prompting.</strong> We encode the 4-layer pattern, art style guide, and model selection rules in an <a href="../skills/image-generation.md" style="color: var(&ndash;c-accent-l);">agent skill file</a>. The AI writes the full prompt, generates images, displays them, and asks for scores. The human's job is creative direction.</p>
<p><strong>Let the agent handle prompting.</strong> We encode the 4-layer pattern, art style guide, and model selection rules in an <a href="../skills/image-generation.md" style="color: var(--c-accent-l);">agent skill file</a>. The AI writes the full prompt, generates images, displays them, and asks for scores. The human's job is creative direction.</p>
<p>AI art isn't magic and it isn't free. But at a penny per image, with the right prompt structure and model strategy, it eliminates the most expensive bottleneck in indie game development: the gap between "I know what this should look like" and "I have an asset I can actually use."</p>
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<p><em>Image generation is built into <a href="https://tinqs.com" style="color: var(&ndash;c-accent-l);">Tinqs Studio</a>. We've open-sourced the <a href="../skills/image-generation.md" style="color: var(&ndash;c-accent-l);">prompt engineering skill</a> and <a href="../skills/concept-art-pipeline.md" style="color: var(&ndash;c-accent-l);">concept art pipeline skill</a>. We're building <a href="https://arikigame.com" style="color: var(&ndash;c-accent-l);">Ariki</a> with these tools.</em></p>
<p><em>Image generation is built into <a href="https://tinqs.com" style="color: var(--c-accent-l);">Tinqs Studio</a>. We've open-sourced the <a href="../skills/image-generation.md" style="color: var(--c-accent-l);">prompt engineering skill</a> and <a href="../skills/concept-art-pipeline.md" style="color: var(--c-accent-l);">concept art pipeline skill</a>. We're building <a href="https://arikigame.com" style="color: var(--c-accent-l);">Ariki</a> with these tools.</em></p>
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