AI Game Asset

AI Game Asset

Generate game art assets, sprites, icons, and props using each::sense — the intelligent AI agent that automatically selects the best model for your request.

Quick Start

Requires an each::labs API key. Get one at eachlabs.ai.

Using curl

curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -d '{
    "messages": [
      {
        "role": "user",
        "content": "Generate a set of fantasy RPG item icons: a glowing blue health potion in a glass vial, a golden shield with a lion emblem, a flaming sword with a ruby pommel, and a leather satchel with enchanted runes. Each icon on a transparent background, hand-painted style, 64x64 pixel grid layout, game-ready"
      }
    ],
    "stream": false
  }'

Using Python (OpenAI SDK)

from openai import OpenAI

client = OpenAI(
    api_key="YOUR_EACHLABS_API_KEY",
    base_url="https://eachsense-agent.core.eachlabs.run/v1"
)

response = client.chat.completions.create(
    model="eachsense/beta",
    messages=[{
        "role": "user",
        "content": "Generate a set of fantasy RPG item icons: a glowing blue health potion in a glass vial, a golden shield with a lion emblem, a flaming sword with a ruby pommel, and a leather satchel with enchanted runes. Each icon on a transparent background, hand-painted style, 64x64 pixel grid layout, game-ready"
    }]
)

print(response.choices[0].message.content)

With Reference Image

Match the art style of your existing assets:

curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -d '{
    "messages": [
      {
        "role": "user",
        "content": [
              {"type": "text", "text": "Create new game item icons matching the art style of these reference icons. Generate: a frost staff, a poison dagger, a healing amulet, and a scroll of teleportation. Same visual style, color palette, and icon size as the reference."},
              {"type": "image_url", "image_url": {"url": "https://example.com/existing-game-icons.png"}}
            ]
          }
    ],
    "stream": false
  }'

Images are sent inside messages using the OpenAI multimodal content format. Maximum 4 images per request.

Streaming

Set "stream": true for real-time SSE responses, or "stream": false for complete result in a single response. Streaming is useful for showing progress in UIs; non-streaming is simpler for scripts and automation.

Asset Categories

Prompt Engineering Tips

Prompt Structure

"Generate [asset type] for a [game genre] game:" + [specific items] + [art style] + [background] + [size/layout] + "game-ready"

Art Style Keywords

pixel art 16-bit, pixel art 32-bit, hand-painted digital,
cel-shaded, flat vector, isometric, low-poly 3D render,
anime style, comic book style, photorealistic PBR,
retro 8-bit, watercolor game art

Background Keywords

transparent background, solid black background,
dark gradient background, clean white background,
game UI slot background

Examples

Pixel Art Tileset

curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -d '{
    "messages": [
      {
        "role": "user",
        "content": "Generate a pixel art tileset for a 2D platformer forest level: grass tiles, dirt tiles, stone path, tree trunk, leafy canopy, bush, flower, mushroom, wooden bridge plank, and water surface. 16x16 pixel tiles arranged in a sprite sheet grid. Earthy green and brown palette, retro 16-bit style, seamless edges."
      }
    ],
    "stream": false
  }'

Sci-Fi Weapon Set

curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -d '{
    "messages": [
      {
        "role": "user",
        "content": "Generate a sci-fi weapon icon set for a space shooter game: plasma rifle with blue energy glow, laser pistol with red beam indicator, EMP grenade with electric arcs, rocket launcher with orange exhaust, and an energy shield generator. Side-view perspective, clean dark background, glowing neon accents, digital illustration style, game UI ready."
      }
    ],
    "stream": false
  }'

Isometric Props

curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -d '{
    "messages": [
      {
        "role": "user",
        "content": "Generate isometric game props for a medieval town: a wooden market stall with hanging meats, a stone well with bucket, a hay cart, a blacksmith anvil with hammer, a street lamp with flame, and a wooden barrel stack. Isometric 45-degree perspective, warm hand-painted style, transparent background, game-ready assets."
      }
    ],
    "stream": false
  }'

Mobile Game Collectibles

curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
  -H "Content-Type: application/json" \
  -H "X-API-Key: $EACHLABS_API_KEY" \
  -d '{
    "messages": [
      {
        "role": "user",
        "content": "Generate collectible icons for a casual mobile puzzle game: a sparkling diamond, a ruby gem, an emerald gem, a sapphire gem, a gold coin, and a silver coin. Bright glossy cartoon style with soft highlights and shadows, each on a transparent background, round icon format suitable for match-3 game grid."
      }
    ],
    "stream": false
  }'

Batch Workflow: Item Rarity Tiers

ITEM="a longsword"
TIERS=(
  "common: plain iron with leather grip, dull grey metal, no effects"
  "uncommon: steel with blue gem in the crossguard, slight magical shimmer"
  "rare: enchanted silver with glowing purple runes along the blade"
  "epic: crystalline blade radiating golden light, ornate golden hilt"
  "legendary: ethereal flame sword, blazing with white-hot fire, divine radiance"
)

for TIER in "${TIERS[@]}"; do
  curl -X POST https://eachsense-agent.core.eachlabs.run/v1/chat/completions \
    -H "Content-Type: application/json" \
    -H "X-API-Key: $EACHLABS_API_KEY" \
    -d "{
      \"messages\": [{\"role\": \"user\", \"content\": \"Generate a game icon of $ITEM — $TIER. Hand-painted fantasy RPG style, dark gradient background, centered composition, game-ready icon.\"}],
      \"stream\": false
    }"
  echo "---"
done

Common Pitfalls

• Inconsistent style across assets — describe the art style identically in every prompt or provide a reference image.
• Transparent background requests may not always yield true transparency (AI generates images, not PNGs with alpha). Plan for post-processing.
• Too many items in one image — more than 6-8 items per sheet leads to reduced quality per item.
• Ignoring game perspective — specify "side view", "top-down", "isometric", or "front-facing" to match your game camera.

Related Skills

• AI Character Design — Game character concepts
• AI Game Environment — Level backgrounds
• AI Sprite Generator — 2D sprite sheets
• AI Game UI — HUD and menu elements

Related Models

• flux-2-max — Highest quality image generation
• seedream-v4-5 — Creative and artistic styles
• nano-banana-pro — Fast iterations

Documentation

• each::sense Overview
• each::labs API