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

Read pinned source

Source commit e8dcf4e8737921a10088bd5c9eb65e81f74c051f

What was checked

Matches the observed repository HEAD
Yes
Scanner rules are current
Yes
Repository scan complete
No
Skill scan complete
No
Observed behavior
Instructions only
Last checked
Nov 11, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

Install this skill

Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.

An install command is unavailable: current rules, complete repository and skill scans, an eligible behavior level and a permitted license are required.

Repository context

Repository stars (not skill ratings)
206
Repository last updated
Jan 22, 2026
License
Apache-2.0

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files
Read excerpt

# 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
Back to top