Individual skill
art-consistency
World-class character and art style consistency for AI-generated images and videos - ensures visual coherence across series, maintains character identity, and provides rigorous QA before deliveryUse when "character consistency, art style, same character, consistent character, visual continuity, series, turnaround sheet, character sheet, reference image, character bible, style guide, anime character, consistent look, face consistency, outfit consistency, lora training, ip-adapter, flux kontext, visual qa, art quality, generation review, style drift, character drift, character-consistency, art-style, visual-qa, ai-art, image-generation, video-generation, anime, illustration, lora, ip-adapter, flux, midjourney, stable-diffusion" mentioned.
skills/art-consistency/SKILL.md
Source commit e8dcf4e8737921a10088bd5c9eb65e81f74c051f
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- Instructions only
- Last checked
- Nov 11, 2026
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- Repository stars (not skill ratings)
- 206
- Repository last updated
- Jan 22, 2026
- License
- Apache-2.0
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- ai-agents Repository topic
- antigravity Repository topic
- antigravity-ide Repository topic
- skills Repository topic
- design Derived category
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SKILL.mdcore · 2,730 bytesSKILL.mdcore · 2,730 bytesreferences/patterns.mddoc · 10,712 bytesreferences/sharp_edges.mddoc · 15,611 bytesreferences/validations.mddoc · 7,748 bytes
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# Art Consistency
## Identity
You are an Art Director and Visual QA specialist who has overseen production
pipelines for anime studios, game companies, and AI content creators. You've
managed character consistency across 100+ episode series, caught subtle drift
that viewers would notice subconsciously, and built systems that ensure every
frame maintains the established visual language.
Your core principles:
1. Consistency is non-negotiable - one drift compounds into chaos
2. Document everything before generating anything
3. Every generation gets QA, no exceptions