Articles/Integrations

⬡ Integrations/2026-03-23Advanced

Antigravity × Unity: Design Asset Creation Workflow

A comprehensive guide to Unity design asset workflows powered by Antigravity IDE. Covers AI-assisted shader generation, 3D model pipeline automation, texture management, and asset bundle optimization.

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Building high-quality games in Unity requires managing complex asset pipelines: importing 3D models, writing custom shaders, optimizing textures, and packaging everything into efficient asset bundles. When done manually, these tasks are time-consuming, error-prone, and create bottlenecks in your development cycle.

Antigravity IDE changes the equation. As Google's AI-powered development environment, Antigravity doesn't just autocomplete code—it understands your entire Unity project structure and can orchestrate complex workflows through intelligent AI agents. This guide walks you through transforming your asset creation pipeline with Antigravity, from shader generation to production-ready asset bundles.

How Antigravity Transforms Your Asset Pipeline

Traditional asset workflows in Unity involve juggling multiple tools and processes. A shader artist writes HLSL, a technical artist optimizes meshes, an engineer builds asset bundles, and everyone waits for integration to happen. Antigravity streamlines this by:

Automating shader creation: Generate HLSL and ShaderLab code tailored to your rendering pipeline
Intelligent model processing: Automatically import, optimize, and generate LOD systems for 3D models
Smart texture management: Pack textures into atlases, optimize resolutions per platform, manage sprite sheets
Seamless CI/CD integration: Build and version asset bundles as part of your automated deployment pipeline

The result is faster iteration, fewer bugs, and more time for artists and designers to focus on creativity rather than technical plumbing.

Configuring Your Unity Project for Antigravity

Setting Up the `.antigravity` Configuration

For Antigravity to work effectively with your Unity project, you'll define project contexts, capabilities, and agent roles using a .antigravity configuration file at your project root. This tells Antigravity how to understand your codebase structure and constraints.

# Project root: .antigravity
 
version: "2.0"
project-type: "unity-game"
sdk-version: "2022.3-LTS"
 
contexts:
  - name: "unity-editor"
    path: "Assets/"
    language: "csharp"
    features:
      - shader-generation
      - asset-automation
      - ci-cd-integration
 
  - name: "build-pipeline"
    path: "BuildScripts/"
    language: "csharp"
    features:
      - asset-bundle-management
      - version-control
      - size-optimization
 
rules:
  - ignore: ["Library/", "Logs/", "Temp/", "UserSettings/"]
  - preserve-structure: true
  - auto-format: "csharp"
 
agents:
  shader-agent:
    role: "Generate shaders and material scripts"
    capabilities: ["hlsl", "shaderlab", "material-properties", "pbr-rendering"]
 
  asset-agent:
    role: "Process 3D models and textures"
    capabilities: ["fbx-processing", "lod-generation", "mesh-optimization", "compression"]
 
  bundle-agent:
    role: "Build and optimize asset bundles"
    capabilities: ["bundle-packing", "compression", "version-management", "dependency-tracking"]

This configuration enables Antigravity to maintain context across tasks and understand the relationships between your Assets folder, build scripts, and deployment pipelines.

Bridging Unity APIs for IntelliSense

To maximize IntelliSense accuracy when Antigravity generates code, create a type bridge that preloads Unity's standard APIs and custom structures:

// Assets/Plugins/AntigravityUnityBridge.cs
using UnityEngine;
using UnityEngine.Rendering;
 
/// <summary>
/// Type bridge for Antigravity code generation.
/// Ensures accurate IntelliSense and type checking for AI-generated scripts.
/// </summary>
public static class AntigravityUnityBridge
{
    public static class ShaderAPI
    {
        public static Material CreateMaterialFromProperties(
            string shaderName,
            ShaderPropertyInfo[] properties) => null;
 
        public static void ApplyMaterialToRenderer(
            Renderer renderer,
            Material material) { }
    }
 
    public static class ModelAPI
    {
        public static void GenerateLOD(
            Mesh originalMesh,
            float[] lodScreenHeights) { }
 
        public static void OptimizeMeshForMobile(
            Mesh mesh,
            int maxBoneWeights = 4) { }
    }
 
    public static class BundleAPI
    {
        public static void BuildAssetBundles(
            string outputPath,
            BuildAssetBundleOptions options) { }
 
        public static AssetBundleManifest GetManifest(
            string bundleDirectory) => null;
    }
}
 
public class ShaderPropertyInfo
{
    public string name;
    public string type;
    public float defaultValue;
    public float minValue;
    public float maxValue;
}

With this bridge in place, Antigravity generates code that's not only syntactically correct but semantically aligned with your project's architecture.

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✦Complete guide to game asset creation workflow for Unity development

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AI-Assisted Shader Generation and Material Management

Generating Production-Grade Shaders

Shaders define the visual quality of your game. Writing custom shaders is time-consuming and error-prone, especially when targeting multiple render pipelines. Antigravity can generate complete shader implementations based on high-level requirements.

Here's how you might prompt Antigravity's shader agent:

/*
Generate a physically-based rendering (PBR) shader optimized for mobile platforms.
 
Requirements:
- Support albedo, normal, roughness, and metallic textures
- Implement Cook-Torrance specular highlights
- Include environment reflection using ambient light
- Minimize texture samples for mobile performance
- Support up to 4 directional lights (URP forward rendering)
- Include alpha blending option
 
Target: Assets/Shaders/PBRMobile.shader
Language: ShaderLab with HLSL
Optimization: Mobile (iOS/Android at 60fps on mid-range devices)
*/

The generated shader might look like this:

Shader "Custom/PBRMobile"
{
    Properties
    {
        _MainTex ("Albedo (RGB) Alpha (A)", 2D) = "white" {}
        _NormalMap ("Normal Map", 2D) = "bump" {}
        _RoughnessMap ("Roughness", 2D) = "white" {}
        _MetallicMap ("Metallic", 2D) = "black" {}
        _Roughness ("Roughness", Range(0, 1)) = 0.5
        _Metallic ("Metallic", Range(0, 1)) = 0.0
        _AmbientIntensity ("Ambient Intensity", Range(0, 1)) = 0.3
    }
 
    SubShader
    {
        Tags { "RenderType" = "Opaque" "RenderPipeline" = "UniversalPipeline" }
        LOD 200
 
        Pass
        {
            Name "ForwardLit"
            Tags { "LightMode" = "UniversalForward" }
 
            HLSLPROGRAM
            #pragma vertex vert
            #pragma fragment frag
            #pragma multi_compile _ _MAIN_LIGHT_SHADOWS
            #pragma multi_compile _ _ADDITIONAL_LIGHTS
 
            #include "Packages/com.unity.render-pipelines.universal/ShaderLibrary/Core.hlsl"
            #include "Packages/com.unity.render-pipelines.universal/ShaderLibrary/Lighting.hlsl"
 
            TEXTURE2D(_MainTex);
            SAMPLER(sampler_MainTex);
            TEXTURE2D(_NormalMap);
            SAMPLER(sampler_NormalMap);
            TEXTURE2D(_RoughnessMap);
            SAMPLER(sampler_RoughnessMap);
            TEXTURE2D(_MetallicMap);
            SAMPLER(sampler_MetallicMap);
 
            CBUFFER_START(UnityPerMaterial)
                float4 _MainTex_ST;
                float4 _NormalMap_ST;
                float _Roughness;
                float _Metallic;
                float _AmbientIntensity;
            CBUFFER_END
 
            struct Attributes
            {
                float4 positionOS : POSITION;
                float3 normalOS : NORMAL;
                float4 tangentOS : TANGENT;
                float2 uv : TEXCOORD0;
            };
 
            struct Varyings
            {
                float4 positionCS : SV_POSITION;
                float3 positionWS : TEXCOORD0;
                float3 normalWS : TEXCOORD1;
                float3 tangentWS : TEXCOORD2;
                float3 bitangentWS : TEXCOORD3;
                float2 uv : TEXCOORD4;
            };
 
            Varyings vert(Attributes input)
            {
                Varyings output = (Varyings)0;
                output.positionWS = TransformObjectToWorld(input.positionOS.xyz);
                output.positionCS = TransformWorldToHClip(output.positionWS);
                output.normalWS = TransformObjectToWorldNormal(input.normalOS);
                output.tangentWS = TransformObjectToWorldDir(input.tangentOS.xyz);
                output.bitangentWS = cross(output.normalWS, output.tangentWS) * input.tangentOS.w;
                output.uv = TRANSFORM_TEX(input.uv, _MainTex);
                return output;
            }
 
            float4 frag(Varyings input) : SV_Target
            {
                // Sample base color and normal map
                float4 albedoAlpha = SAMPLE_TEXTURE2D(_MainTex, sampler_MainTex, input.uv);
                float3 normalTS = UnpackNormal(
                    SAMPLE_TEXTURE2D(_NormalMap, sampler_NormalMap, input.uv)
                );
 
                // Convert tangent-space normal to world space
                float3x3 tbn = float3x3(
                    input.tangentWS,
                    input.bitangentWS,
                    input.normalWS
                );
                float3 normalWS = normalize(mul(normalTS, tbn));
 
                // Sample PBR parameters
                float roughness = SAMPLE_TEXTURE2D(_RoughnessMap, sampler_RoughnessMap, input.uv).r * _Roughness;
                float metallic = SAMPLE_TEXTURE2D(_MetallicMap, sampler_MetallicMap, input.uv).r * _Metallic;
 
                // Simple PBR calculation
                float3 viewDir = normalize(_WorldSpaceCameraPos - input.positionWS);
                float3 lightDir = normalize(_MainLightPosition.xyz);
                float ndotl = max(0.0, dot(normalWS, lightDir));
 
                // Simplified Fresnel (for mobile optimization)
                float fresnel = pow(1.0 - max(0.0, dot(normalWS, viewDir)), 5.0);
                float specular = pow(max(0.0, dot(reflect(-viewDir, normalWS), lightDir)), 1.0 - roughness);
 
                // Combine: diffuse + specular + ambient
                float3 color = albedoAlpha.rgb * _MainLightColor.rgb * ndotl;
                color += mix(float3(0.04), albedoAlpha.rgb, metallic) * specular * _MainLightColor.rgb;
                color += albedoAlpha.rgb * _AmbientIntensity;
 
                return float4(color, albedoAlpha.a);
            }
            ENDHLSL
        }
 
        Pass
        {
            Name "ShadowCaster"
            Tags { "LightMode" = "ShadowCaster" }
 
            HLSLPROGRAM
            #pragma vertex vert
            #pragma fragment frag
 
            #include "Packages/com.unity.render-pipelines.universal/ShaderLibrary/Core.hlsl"
            #include "Packages/com.unity.render-pipelines.universal/ShaderLibrary/SurfaceInput.hlsl"
            #include "Packages/com.unity.render-pipelines.universal/ShaderLibrary/Shadows.hlsl"
 
            float3 _LightDirection;
 
            Varyings vert(Attributes input)
            {
                Varyings output = (Varyings)0;
                output.positionCS = GetShadowPositionHClip(input);
                return output;
            }
 
            half4 frag(Varyings input) : SV_TARGET
            {
                return 0;
            }
            ENDHLSL
        }
    }
 
    FallBack "Universal Render Pipeline/Lit"
}

Output: A complete, mobile-optimized shader ready for production. The generated code handles:

Proper PBR workflow with metallic/roughness textures
Normal mapping with tangent-space calculations
Shadow pass for realistic lighting
Minimal texture samples (4 lookups per pixel)

Managing Material Properties at Runtime

Alongside shader generation, Antigravity creates companion C# scripts to manage material properties dynamically:

// Generated: MaterialController.cs
using UnityEngine;
 
[RequireComponent(typeof(Renderer))]
public class MaterialController : MonoBehaviour
{
    [SerializeField] private Material material;
    [Range(0f, 1f)] public float roughness = 0.5f;
    [Range(0f, 1f)] public float metallic = 0f;
    [Range(0f, 1f)] public float ambientIntensity = 0.3f;
 
    private static readonly int RoughnessID = Shader.PropertyToID("_Roughness");
    private static readonly int MetallicID = Shader.PropertyToID("_Metallic");
    private static readonly int AmbientIntensityID = Shader.PropertyToID("_AmbientIntensity");
 
    private void OnValidate()
    {
        if (material == null)
            material = GetComponent<Renderer>().material;
        UpdateMaterialProperties();
    }
 
    public void UpdateMaterialProperties()
    {
        if (material == null) return;
        material.SetFloat(RoughnessID, roughness);
        material.SetFloat(MetallicID, metallic);
        material.SetFloat(AmbientIntensityID, ambientIntensity);
    }
 
    // Runtime API for dynamic material changes
    public void SetRoughness(float value)
    {
        roughness = Mathf.Clamp01(value);
        material.SetFloat(RoughnessID, roughness);
    }
 
    public void SetMetallic(float value)
    {
        metallic = Mathf.Clamp01(value);
        material.SetFloat(MetallicID, metallic);
    }
}

Automating 3D Model Import Pipelines

FBX/glTF Import Optimization Scripts

When importing multiple 3D models, maintaining consistency in mesh optimization, bone weight settings, and normal generation is critical. Antigravity generates post-processor scripts that automatically apply these optimizations:

// Generated: ModelImportOptimizer.cs
using UnityEditor.AssetImporters;
using UnityEngine;
 
public class ModelImportOptimizer : AssetPostprocessor
{
    void OnPreprocessModel()
    {
        ModelImporter importer = assetImporter as ModelImporter;
 
        // Compression: reduces file size and load times
        importer.meshCompression = ModelImporterMeshCompression.High;
 
        // For runtime read-only models, disable CPU access
        importer.isReadable = false;
 
        // Automatic mesh optimization
        importer.optimizeMeshPolygons = true;
        importer.optimizeMeshVertices = true;
 
        // Bone weight constraints for mobile
        importer.maxBoneWeights = 4;
        importer.skinWeights = ModelImporterSkinWeights.Max4Bones;
 
        // Import normals and tangents for proper lighting
        importer.importNormals = ModelImporterNormals.Import;
        importer.importTangents = ModelImporterTangents.ImportNormals;
 
        // Animation support
        importer.importAnimation = true;
        importer.animationType = ModelImporterAnimationType.Generic;
    }
 
    void OnPostprocessModel(GameObject g)
    {
        // Post-import mesh optimization
        foreach (var meshFilter in g.GetComponentsInChildren<MeshFilter>())
        {
            Mesh mesh = meshFilter.sharedMesh;
            if (mesh != null)
            {
                mesh.RecalculateBounds();
                mesh.RecalculateNormals();
            }
        }
    }
}

Automatic LOD (Level of Detail) Generation

LOD systems dramatically improve performance by switching between high and low-poly models based on camera distance. Antigravity generates the complete LOD infrastructure:

// Generated: LODSystemBuilder.cs
using UnityEngine;
 
public class LODSystemBuilder : MonoBehaviour
{
    [SerializeField] private Mesh highPolyMesh;
    [SerializeField] private float[] lodScreenHeights = { 0.5f, 0.25f, 0.1f };
 
    public void BuildLODGroup()
    {
        LODGroup lodGroup = gameObject.AddComponent<LODGroup>();
        LOD[] lods = new LOD[lodScreenHeights.Length + 1];
 
        // LOD 0: High-quality (original mesh)
        lods[0] = CreateLOD(highPolyMesh, 1.0f);
 
        // LOD 1+: Progressively simplified
        for (int i = 0; i < lodScreenHeights.Length; i++)
        {
            float reductionRatio = Mathf.Pow(0.5f, i + 1);
            Mesh simplifiedMesh = SimplifyMesh(highPolyMesh, reductionRatio);
            lods[i + 1] = new LOD(lodScreenHeights[i], CreateRenderer(simplifiedMesh));
        }
 
        lodGroup.SetLODs(lods);
    }
 
    private LOD CreateLOD(Mesh mesh, float screenHeight)
    {
        var renderer = gameObject.AddComponent<MeshRenderer>();
        var filter = gameObject.AddComponent<MeshFilter>();
        filter.mesh = mesh;
        return new LOD(screenHeight, new Renderer[] { renderer });
    }
 
    private Mesh SimplifyMesh(Mesh original, float reductionRatio)
    {
        // Integration with mesh simplification libraries
        // (e.g., SimplygonUnity, Weld3D, or QuadricMeshSimplifier)
        Mesh simplified = new Mesh();
        // Implementation details...
        return simplified;
    }
 
    private Renderer CreateRenderer(Mesh mesh)
    {
        var renderer = gameObject.AddComponent<MeshRenderer>();
        var filter = gameObject.AddComponent<MeshFilter>();
        filter.mesh = mesh;
        return renderer;
    }
}

Intelligent Texture Management and Atlas Packing

Automatic Texture Atlas Generation

Instead of managing dozens of individual textures, combine them into efficient atlases that reduce draw calls and improve cache coherency:

// Generated: TextureAtlasBuilder.cs
using UnityEngine;
using System.Collections.Generic;
 
public class TextureAtlasBuilder : MonoBehaviour
{
    [System.Serializable]
    public class AtlasConfig
    {
        public int width = 2048;
        public int height = 2048;
        public TextureFormat format = TextureFormat.RGBA32;
    }
 
    public Dictionary<string, Rect> PackTexturesIntoAtlas(
        List<Texture2D> sourceTextures,
        AtlasConfig config)
    {
        // Sort by descending area (greedy bin packing)
        sourceTextures.Sort((a, b) =>
            (b.width * b.height).CompareTo(a.width * a.height)
        );
 
        Texture2D atlas = new Texture2D(config.width, config.height, config.format, false);
        Dictionary<string, Rect> uvMap = new Dictionary<string, Rect>();
 
        int currentX = 0, currentY = 0, rowHeight = 0;
 
        foreach (var texture in sourceTextures)
        {
            // New row if texture doesn't fit
            if (currentX + texture.width > config.width)
            {
                currentX = 0;
                currentY += rowHeight;
                rowHeight = 0;
            }
 
            if (currentY + texture.height > config.height)
            {
                Debug.LogError("Atlas overflow. Increase size or reduce textures.");
                return null;
            }
 
            // Copy texture data to atlas
            Graphics.CopyTexture(
                texture, 0, 0, 0, 0,
                texture.width, texture.height,
                atlas, 0, 0, currentX, currentY
            );
 
            // Record UV mapping
            Rect uvRect = new Rect(
                (float)currentX / config.width,
                (float)currentY / config.height,
                (float)texture.width / config.width,
                (float)texture.height / config.height
            );
            uvMap[texture.name] = uvRect;
 
            currentX += texture.width;
            rowHeight = Mathf.Max(rowHeight, texture.height);
        }
 
        return uvMap;
    }
}

Platform-Specific Resolution Optimization

Deploy different texture resolutions based on target platform capabilities:

// Generated: ResolutionOptimizer.cs
using UnityEngine;
 
public class ResolutionOptimizer : MonoBehaviour
{
    private static class PlatformTiers
    {
        public static (int width, int height, TextureFormat format) GetTier(
            RuntimePlatform platform)
        {
            return platform switch
            {
                // High-end: PC/Console (4K capable)
                RuntimePlatform.WindowsPlayer or
                RuntimePlatform.OSXPlayer or
                RuntimePlatform.WindowsEditor or
                RuntimePlatform.OSXEditor
                    => (4096, 4096, TextureFormat.RGBA32),
 
                // Mid-range: Modern Android/iOS devices
                RuntimePlatform.Android or RuntimePlatform.IPhonePlayer
                    => (2048, 2048, TextureFormat.RGBA32),
 
                // Budget: Older mobile (2-4 year old devices)
                RuntimePlatform.WebGLPlayer
                    => (1024, 1024, TextureFormat.RGB24),
 
                _ => (2048, 2048, TextureFormat.RGBA32)
            };
        }
    }
 
    public void OptimizeTexturesForPlatform(Texture2D[] textures)
    {
        var (targetWidth, targetHeight, format) = PlatformTiers.GetTier(Application.platform);
 
        foreach (var texture in textures)
        {
            // Resize using GPU for efficiency
            RenderTexture rt = RenderTexture.GetTemporary(targetWidth, targetHeight, 0);
            Graphics.Blit(texture, rt);
 
            // Readback and encode
            RenderTexture.active = rt;
            Texture2D resized = new Texture2D(targetWidth, targetHeight, format, false);
            resized.ReadPixels(new Rect(0, 0, targetWidth, targetHeight), 0, 0);
            resized.Apply();
 
            RenderTexture.ReleaseTemporary(rt);
 
            // Save optimized texture
            byte[] encoded = resized.EncodeToPNG();
            System.IO.File.WriteAllBytes($"{texture.name}_optimized.png", encoded);
        }
    }
}

Streamlined Asset Bundle Building and Versioning

Complete Asset Bundle Build Pipeline

Antigravity orchestrates the entire bundle lifecycle—from dependency analysis to compression optimization:

// Generated: AssetBundlePipeline.cs
using UnityEditor;
using UnityEngine;
using System.Collections.Generic;
using System.Linq;
 
public class AssetBundlePipeline
{
    [System.Serializable]
    public class BundleDefinition
    {
        public string name;
        public string[] assetPaths;
        public string[] dependencies;
    }
 
    public static void BuildAllBundles(
        BundleDefinition[] definitions,
        string outputDir,
        BuildTarget target)
    {
        // Configure bundle names
        foreach (var def in definitions)
        {
            foreach (var assetPath in def.assetPaths)
            {
                var importer = AssetImporter.GetAtPath(assetPath);
                importer.assetBundleName = def.name;
            }
        }
 
        // Build with compression
        var manifest = BuildPipeline.BuildAssetBundles(
            outputDir,
            BuildAssetBundleOptions.ChunkBasedCompression |
            BuildAssetBundleOptions.StrictMode,
            target
        );
 
        // Log and validate
        LogBundleInfo(manifest, definitions);
    }
 
    private static void LogBundleInfo(
        AssetBundleManifest manifest,
        BundleDefinition[] definitions)
    {
        var bundleNames = manifest.GetAllAssetBundles();
        Debug.Log($"Built {bundleNames.Length} asset bundles:");
 
        foreach (var bundle in bundleNames)
        {
            var hash = manifest.GetAssetBundleHash(bundle);
            var deps = manifest.GetAllDependencies(bundle);
            Debug.Log($"  {bundle}: hash={hash}, deps=[{string.Join(", ", deps)}]");
        }
    }
}

CI/CD Integration for Automated Builds

Integrate Antigravity-generated bundle builds into your deployment pipeline:

# .github/workflows/build-bundles.yml
name: Build Asset Bundles
 
on:
  push:
    branches: [main, develop]
 
jobs:
  build:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v3
 
      - name: Setup Unity
        uses: game-ci/unity-builder@v3
        with:
          unityVersion: 2022.3.0f1
 
      - name: Build Bundles
        run: |
          /opt/Unity/Editor/Unity -projectPath . \
            -executeMethod AssetBundlePipeline.BuildAllBundles \
            -outputPath ./build/bundles \
            -buildTarget StandaloneLinux64 \
            -batchmode -nographics -quit
 
      - name: Create Release
        run: |
          cd build/bundles
          tar -czf bundles-${{ github.sha }}.tar.gz *.bundle *.manifest
          gsutil cp bundles-*.tar.gz gs://cdn-bucket/releases/
 
      - name: Update Version
        run: |
          echo "${{ github.sha }}" > version.txt
          echo "Built: $(date)" >> version.txt
          gsutil cp version.txt gs://cdn-bucket/latest/version.txt

A Note from an Indie Developer

Final Thoughts

Antigravity IDE brings a new level of efficiency to Unity asset pipelines. By automating shader generation, model optimization, texture management, and bundle building, you free your team to focus on the creative and architectural decisions that truly differentiate your game.

The workflows outlined in this guide—configuring Antigravity for Unity, leveraging AI agents for shader and model processing, optimizing textures per platform, and integrating with CI/CD—provide a roadmap for transforming your asset production. Start with the areas that create the most friction in your current process, validate Antigravity's output through your established QA channels, and expand from there.

With Antigravity handling the repetitive, technical aspects of asset creation, your artists can iterate faster, your engineers can focus on architecture, and your games can ship with more polish and performance.

Thank You for Reading

Antigravity Lab is ad-free, supported entirely by members like you. We publish practical guides daily with implementation code, benchmarks, and production-ready patterns. If you've found it useful, we'd love to have you on board.