PIPELINE
Deterministic post
Chroma key, connected components, atlas compose, manifest. 12 Python scripts on Pillow + stdlib only. Determinism on top of AI noise.
private beta · waitlist open · agent-native
From one prompt to
game-ready sprite atlas
Drop a character photo; idle/walk/attack rows fall out clean. AI makes the pixels, determinism polishes them. Private beta — clicking Generate auto-joins the waitlist.
HOWL · 4 of 7
sample output
sample output
PIPELINE OUTPUT
Determinism tames the noise
AI gen → chroma key → connected components → cell-based atlas → manifest. Same input → same result (idempotent).
Howl · wolf worker
7 states · 64×64 cells · alpha PNG
Claudecy · star worker
7 states · 64×64 cells · alpha PNG
AGENT
Agent-native skill
Claude Code / Codex are first-class. SKILL.md specifies workflow, output contract, gates. Human or agent, same output.
ENGINE
Manifest = contract
sprite-request.json (input) + manifest.json (output) are the SSoT. Unity AssetImporter / Godot resource / Phaser spritesheet consume the same contract.
OPEN SOURCE · Apache-2.0
sprite-gen CLI
Full pipeline on your machine. BYO key (Codex / OpenAI / Anthropic). Jam teams, hobbyists, agent users. Free forever.
$ pip install sprite-gen
$ sprite-gen quickstart --base ./char.png --states idle,walk,attack
HOSTED SaaS · BYOK
sprite.kumastudio.app
One upload → atlas + manifest. Collaborative curation, permanent storage, automated motion QA. For indie / studio / anyone who needs curation.
See pricing →GALLERY · CC BY 4.0
Public sprites are shared assets
Free tier results are public. Reuse them commercially under CC BY 4.0. Your work contributes to the community, and Google finds it for you.
Browse the gallery →