Skills vs No Skills

Same model, same task, run twice: once with Blender Agent Skills, once in an isolated environment without them. Every result is one shot: a single prompt, no follow-ups, no retries, nothing edited by hand.

Model: Opus 5.5 (medium) Blender 5.2 One shot, no retries 3 tasks

1. 4K PBR concrete wall / texture + render

Without skillsCreate a 4k PBR concrete wall in Blender then render it, don't use any skills and don't sneak peek in other folders, isolated environment.
With skillsCreate a 4k PBR concrete wall in Blender then render it, use any of the existing 20 Blender skills before proceeding.

Hero render (3840 x 2160, downscaled)

With skillsWithout skills
WithoutWith skills

100% crop from the 4K render

With skillsWithout skills
WithoutWith skills

Detail camera

With skillsWithout skills
WithoutWith skills

Drag to compare.

Without skills produced
  • BaseColor, Roughness, AO, Height, Normal (OpenGL + DirectX)
  • 2 renders, 1 review sheet
With skills produced
  • Procedural source baked to BaseColor, Roughness, AO, Height, Normal
  • Packed ORM map (engine-ready)
  • Separate bake and scene scripts, 2 camera renders

2. Blanket falling on a bed / cloth simulation + GIF

Without skillsCreate a Blender 3D scene animation of a blanket falling onto a bed mesh, realistic physics, export as GIF in the end, don't use any skills and don't sneak peek in other folders, isolated environment.
With skillsCreate a Blender 3D scene animation of a blanket falling onto a bed mesh, realistic physics, export as GIF in the end, use any of the existing 20 Blender skills before proceeding.
Without
With skills
Without skills produced
  • 96-frame GIF, 640 x 480
  • Plain blanket, bed without pillows
With skills produced
  • 96-frame GIF, 560 x 420
  • Plaid fabric, pillows, baked cloth cache
  • QA review sheet of key frames

3. PBR pistol / modeling + shot and reload animation

Without skillsCreate a realistic PBR pistol in Blender and animate it firing a shot and then reloading, render the animation and export as GIF in the end, don't use any skills and don't sneak peek in other folders, isolated environment.
With skillsCreate a realistic PBR pistol in Blender and animate it firing a shot and then reloading, render the animation and export as GIF in the end, use any of the existing 20 Blender skills before proceeding.
Without
With skills
Without skills produced
  • 96-frame GIF, 640 x 360
  • Test frames and a review sheet
With skills produced
  • 88-frame GIF, 720 x 405
  • 19 named parts (slide, barrel, mag, pins, sights)
  • Mesh QA pass: no z-fighting, no floating parts, clean manifold geometry
  • Multi-angle wireframe review renders