MuleRun Template

Blender 3D Asset Pipeline Assistant Automate 3D asset QA, batch operations, and reporting — through conversation.

Connect to Blender's Python API and let an AI assistant audit scenes, enforce team standards, optimize geometry, and generate reports. No scripting required.

Try on MuleRun See Demo
// live demo

Create and modify 3D models through conversation

Real Blender renders produced by the pipeline assistant. Every model below was built and modified entirely through natural language.

Step 1 — Create

Build a vehicle from scratch

Create a vehicle model with a chassis, cabin, 4 wheels with subdivision, headlights, and exhaust pipes. Use team naming convention VEH_Type_Name_LOD. Apply metallic blue paint, rubber, glass, and chrome materials. Set up 3-point lighting and render.
Scene built. 10 mesh objects across 3 collections, 4 PBR materials applied:
VEH_Body Chassis, Cabin
VEH_Wheels 4x cylinder + subdivision
VEH_Details 2x headlights, 2x exhaust
Materials BodyPaint Rubber Glass Chrome
Lighting Sun key + Area fill + Spot rim
10 objects 4 materials 3 collections
render_01 — Cycles 64spp
Vehicle model created from scratch — blue metallic paint, 3-point lighting
Step 2 — Modify

Repaint, add spoiler, widen rear wheels

Change the body color to racing red with clearcoat. Add a roof spoiler with mount supports. Widen the rear wheels by 50% and increase radius 15%. Add a dark ground plane.
All modifications applied to the existing scene:
✓ Body paint → racing red + clearcoat
✓ Spoiler wing + 2 mount supports added
✓ Rear wheels scaled 1.5x width, 1.15x radius
✓ Ground plane with dark material
18 objects +3 body parts material updated in-place
render_02 — modified
Vehicle modified — racing red paint, roof spoiler, widened rear wheels
Step 3 — Duplicate & Variant

Create a matte black variant, render fleet shot

Duplicate the entire vehicle as a second variant. Apply matte black material with no clearcoat. Position both side by side and adjust the camera for a fleet comparison render.
Fleet scene ready. Duplicated all mesh objects, applied new material, repositioned camera:
Variant 1 Racing Red (metallic + clearcoat)
Variant 2 Matte Black (no clearcoat)
Camera repositioned for fleet composition
Lighting key +33%, fill +60%
27 mesh objects +13 duplicated 6 materials total
render_03 — fleet comparison
Fleet comparison — Racing Red and Matte Black variants side by side
// capabilities

What it does

Scene Audit

Scan .blend files for naming violations, high-poly meshes, orphaned data, and missing textures. Get a complete inventory before touching anything.

Batch Operations

Apply team naming conventions, consolidate materials, and fix texture paths across entire scenes — in a single command.

Geometry Optimization

Auto-decimate meshes exceeding triangle thresholds with UV preservation. Generate LOD chains for game-ready assets.

QA Reporting

Generate structured HTML or CSV reports with before/after stats, issue breakdowns, and action logs for team review.

// workflow

Three steps. Zero scripting.

1

Upload .blend file

Upload your Blender file to MuleRun Drive or point to a local path on your compute instance.

2

Describe what you need

Tell the assistant what to audit, fix, or optimize in plain language. No Blender scripting knowledge required.

3

Review & approve

The assistant presents findings and confirms before making any changes. You stay in control.

// customizable

Your standards, built in

Define your team's naming conventions, triangle budgets, material rules, and texture policies. The assistant enforces them automatically.

team-standards.config
# Asset naming convention
naming = {PREFIX}_{Category}_{AssetName}_{LOD}

# Triangle budget
max_tris = 100,000 per object
warn_tris = 50,000 flag for review

# Material standards
shader = Principled BSDF
orphaned_nodes = disallow

# Texture policy
textures = packed | relative paths only
// templates

More pipeline variants

Specialized templates for different 3D workflows.

🏢

Arch-Viz QA

Lighting rigs, camera setups, render settings validation for architectural visualization.

🎮

Game Asset Pipeline

LOD chains, collision meshes, FBX export validation for real-time engines.

⚙️

CAD Import Cleanup

STEP/IGES imports — fix normals, remove micro-faces, apply scale corrections.

🎬

Animation Review

Rig audits, constraint checks, keyframe range validation for animation teams.