AI Game Environment

AI Game Environment

Generate game environment art, level backgrounds, and world concepts 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 fantasy game environment: a vast underground cavern with bioluminescent mushrooms casting teal and violet light on crystal formations, an ancient stone bridge crossing a chasm, and a distant glowing portal. Painted concept art style, wide panoramic composition, rich atmospheric depth, game environment art"
      }
    ],
    "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 fantasy game environment: a vast underground cavern with bioluminescent mushrooms casting teal and violet light on crystal formations, an ancient stone bridge crossing a chasm, and a distant glowing portal. Painted concept art style, wide panoramic composition, rich atmospheric depth, game environment art"
    }]
)

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

With Reference Image

Provide a mood board or rough sketch to guide the environment:

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 a game environment based on this mood reference. Match the color palette and atmosphere. A frozen lakeside village with wooden longhouses, ice-covered docks, and mountains in the distance. Painted concept art, wide composition."},
              {"type": "image_url", "image_url": {"url": "https://example.com/mood-reference.jpg"}}
            ]
          }
    ],
    "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.

Environment Types

Prompt Engineering Tips

Prompt Structure

"Generate a [genre] game environment:" + [setting description] + [key landmarks] + [atmospheric details] + [lighting] + [art style] + [composition]

Depth and Scale

Use layering language for depth:

foreground: [close objects, framing elements]
midground: [main subject, playable area]
background: [distant scenery, sky, atmosphere]

Lighting Keywords

golden hour, blue hour, overcast diffused, harsh noon sun,
moonlit, torchlit, bioluminescent glow, neon-lit,
volumetric fog, god rays, rim lighting, campfire warmth

Examples

2D Platformer — Parallax Layers

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 2D side-scrolling game background for a haunted graveyard level with parallax depth layers: foreground with crooked iron fence and dead tree silhouettes, midground with crumbling tombstones and a mausoleum, background with a full moon behind wispy clouds and a distant hilltop castle. Spooky purple and grey palette, hand-painted style, horizontal panoramic format."
      }
    ],
    "stream": false
  }'

Top-Down RPG Overworld

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 top-down game map view of a fantasy kingdom: a winding river cutting through green farmland, a walled city in the center with a castle, dark forests to the north, mountains to the east, a coastal port town to the south, and swampland to the west. Hand-drawn illustrated map style, parchment-colored background, labeled regions, RPG world map aesthetic."
      }
    ],
    "stream": false
  }'

Sci-Fi Interior Level

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 game environment: the interior of a derelict space station. Flickering emergency red lights, broken pipes venting steam, floating debris in low gravity, a shattered observation window revealing stars and a nebula outside. Photorealistic rendering, first-person perspective looking down a long corridor, horror atmosphere, volumetric lighting."
      }
    ],
    "stream": false
  }'

Pixel Art Dungeon

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 dungeon room for a roguelike game: a torchlit stone chamber with a treasure chest in the center, scattered bones on the floor, cracked pillars, a locked iron door on the far wall, and cobwebs in the corners. 32-bit pixel art, top-down three-quarter view, warm torchlight against cold stone blue, retro game aesthetic."
      }
    ],
    "stream": false
  }'

Batch Workflow: World Biomes

STYLE="painted concept art, wide panoramic, rich atmospheric depth, game environment"

BIOMES=(
  "Enchanted forest: towering ancient trees with glowing sap veins, carpet of luminous flowers, gentle fog, firefly particles, twilight sky"
  "Volcanic badlands: jagged obsidian formations, rivers of flowing lava, ash falling like snow, smoke plumes, angry red sky"
  "Crystal caves: enormous crystalline formations in amethyst and quartz, reflecting pools, prismatic light refractions, underground waterfalls"
  "Floating islands: chunks of earth suspended in the sky connected by rope bridges, waterfalls falling into the void, clouds drifting between islands, sunset"
)

for BIOME in "${BIOMES[@]}"; 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 fantasy game environment: $BIOME. $STYLE\"}],
      \"stream\": false
    }"
  echo "---"
done

Common Pitfalls

• No sense of scale — include a reference object (a small figure, a bridge, a doorway) to communicate the environment's size.
• Flat composition — use foreground, midground, and background layers for visual depth.
• Missing atmosphere — fog, particles, light rays, and haze sell believability. Do not skip them.
• Inconsistent perspective — specify "side view", "top-down", "first-person", or "isometric" explicitly.
• Over-detailed backgrounds — for playable levels, the background should not overwhelm foreground gameplay elements.

Related Skills

• AI Game Asset — Props and items for environments
• AI Character Design — Characters to populate worlds
• AI Sprite Generator — 2D animated sprites
• AI Game UI — HUD overlays for levels

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