Blender Modeling

Create geometry in Blender via natural language. Emit small Python chunks through blender_python; the patterns below cover the common 80%.

Decision tree

What kind of geometry?
├── Hard-surface (vehicles, weapons, architecture, props)
│   → Cube primitive + Bevel + SubSurf modifier stack
│   → See "Hard-surface stack" recipe
│
├── Organic (characters, creatures, plants — block-out only)
│   → Ico Sphere + sculpting (or Voxel Remesh for shape)
│   → For sculpting strokes, redirect: it's gestural, not text-driven
│
├── Architectural / repeating (fences, columns, tile)
│   → Plane/Cube + Array modifier (+ Curve modifier for paths)
│   → See "Array along curve" recipe
│
├── Cylindrical (pipes, columns, bottles)
│   → Cylinder primitive, or Curve + bevel_object
│   → See "Sweep along path" — covered in wireframe-to-3d if needed
│
├── Holes / cuts in existing geometry
│   → Boolean modifier (DIFFERENCE)
│   → See "Boolean cut" recipe
│
└── Quick block-out from primitives only
    → Multiple primitive_*_add calls
    → See "Block-out scene" recipe

Code-execution rules (recap)

• Each blender_python call gets a fresh Python namespace. Re-import everything; identify objects by bpy.data.objects['name'].
• Always name objects with GEO- prefix. Never leave Cube.027.
• Print structured output back so you can parse results.
• Chunk long sequences into multiple calls.

Recipes

Critical: axis orientation for elongated objects

For any elongated/asymmetric subject (sword blade, knife, bottle, plank, bone, screwdriver tip, etc.), three axes have different meaning:

• Long axis — the length of the object (78cm for a sword blade)
• Broad axis — the wider face axis, what's visible from the "useful" viewing angle (4.5cm for a blade — the flat side you'd lay on a table)
• Thin axis — the narrower cross-section axis (0.8cm for a blade — the cutting edge)

Always orient elongated objects so the broad axis faces the camera in hero shots. A sword viewed edge-on (camera looking down the thin axis) renders as a thin pole and looks nothing like a sword. The recipes below use this convention:

Convention	X (left-right of object's local space)	Y (front-back of object's local space)	Z (up-down)
Sword blade	thin (0.8cm)	broad (4.5cm)	long (78cm) — vertical
Knife blade	thin	broad	long — horizontal
Plank	thin	broad	long
Bottle	symmetric (radius)	symmetric (radius)	long (height)

After building, rotate the object so the broad axis points roughly toward the camera. For a sword standing upright with camera in front (camera in -Y direction): rotate the blade 90° around Z so its local Y (broad) → world X, then the broad face is visible from the camera's perspective.

Critical: connecting parts smoothly (no visible seams)

When assembling a multi-part subject (sword = blade + guard + grip + pommel; chair = seat + back + 4 legs), separate primitives abutting at exactly-aligned face boundaries leave visible seams even though the math says they touch. Worse — different shape primitives (cylinder grip into cube guard) produce obvious "cylinder-on-rectangle" boundaries.

Two fixes, used together:

1. Overlap parts deeply at joins. Make adjacent primitives interpenetrate by 5–15mm at every connection. The hidden volume disappears inside the larger part, leaving no visible seam.

# Sword example: grip extends 1.5cm INTO the guard above and 1cm INTO the pommel below
GRIP_OVERLAP_INTO_GUARD = 0.015
GRIP_OVERLAP_INTO_POMMEL = 0.010
grip_total_len = GRIP_VISIBLE_LEN + GRIP_OVERLAP_INTO_GUARD + GRIP_OVERLAP_INTO_POMMEL

The cylinder grip's top 1.5cm is inside the guard cube — not visible from outside, so the transition you see is just gold-guard surface, no cylinder-meeting-rectangle artifact.

2. Apply shade_smooth() to rounded parts (cylinders, spheres, organic shapes). Shaded-flat cylinders show every facet boundary; smooth-shaded ones look continuous. Cubes and beveled hard-surface parts can stay shaded flat (or be partially smoothed via Auto Smooth on Blender 4.x; Blender 5.x removed Mesh.use_auto_smooth so use modifier-based smoothing or per-face flags).

# After creating each rounded primitive
bpy.ops.object.shade_smooth()

Anti-pattern (visible seams):

# ❌ Pieces abut exactly — visible seam where surfaces meet
pommel_z = -GRIP_LEN/2 - POMMEL_R     # pommel top exactly at grip bottom
guard_z = GRIP_LEN/2 + GUARD_H/2      # guard bottom exactly at grip top
# Result: clear line where each pair of surfaces meets

Correct (hidden seams via overlap):

# ✓ Pieces overlap by ~5-15mm; junction lines are inside other geometry
pommel_z = -GRIP_LEN/2 - POMMEL_R + 0.010   # pommel pushed up 1cm into grip
guard_z = GRIP_LEN/2 + GUARD_H/2 - 0.015    # guard pushed down to envelope grip top

For a truly seamless join (high-quality renders), Boolean Union the same-material parts: e.g. Boolean Union pommel + grip into a single mesh would eliminate the seam entirely. But this only works when both parts use the same material.

Critical: tapering to a point (for blade tips)

Don't just scale the top vertices toward zero — that produces a "chiseled flat" tip. Pinch all top vertices to a single point and merge them:

import bpy
import bmesh

obj = bpy.data.objects['GEO-blade']
bpy.context.view_layer.objects.active = obj
bpy.ops.object.mode_set(mode='EDIT')

bm = bmesh.from_edit_mesh(obj.data)
bm.verts.ensure_lookup_table()

# Find vertices at the top (highest local Z)
max_z = max(v.co.z for v in bm.verts)
top_verts = [v for v in bm.verts if abs(v.co.z - max_z) < 0.001]

# Collapse them to centerline
for v in top_verts:
    v.co.x = 0.0
    v.co.y = 0.0

bmesh.update_edit_mesh(obj.data)

# Merge the now-coincident vertices into a true single point
bpy.ops.mesh.select_all(action='DESELECT')
for v in top_verts:
    v.select = True
bmesh.update_edit_mesh(obj.data)
bpy.ops.mesh.remove_doubles(threshold=0.001)
bpy.ops.object.mode_set(mode='OBJECT')

print(f"tapered:{obj.name}")

This produces a true geometric point. Without remove_doubles, the four collapsed verts stay as four distinct points at the same coordinate — the tip looks visually pointed but is degenerate topology.

Recipe 1 — Add a primitive with a clean name

import bpy

# Add cube
bpy.ops.mesh.primitive_cube_add(size=2.0, location=(0, 0, 1))
obj = bpy.context.active_object
obj.name = 'GEO-base_box'
print(f"created:{obj.name} verts:{len(obj.data.vertices)}")

Replace primitive_cube_add with: _plane_, _uv_sphere_, _ico_sphere_, _cylinder_, _cone_, _torus_, _monkey_. Each takes appropriate arguments (radius, depth, vertices, segments, subdivisions).

Recipe 2 — Hard-surface stack (the "Bevel + SubSurf" pattern)

import bpy

obj = bpy.data.objects['GEO-base_box']

# 1. Bevel modifier — round the sharp edges
bevel = obj.modifiers.new('Bevel', type='BEVEL')
bevel.width = 0.02              # 2 cm round-over
bevel.segments = 3              # smoothness
bevel.limit_method = 'ANGLE'    # only bevel edges sharper than threshold
bevel.angle_limit = 0.523599    # 30° in radians

# 2. Subdivision Surface AFTER bevel (critical order)
subsurf = obj.modifiers.new('SubSurf', type='SUBSURF')
subsurf.levels = 2
subsurf.render_levels = 3

# 3. Smooth shading
bpy.context.view_layer.objects.active = obj
bpy.ops.object.shade_smooth()
print(f"hardsurface:{obj.name}")

Critical: Bevel before SubSurf. Reverse this and you get pinching artifacts.

Recipe 3 — Edit-mode operations (extrude, inset, loop cut)

import bpy

obj = bpy.data.objects['GEO-base_box']
bpy.context.view_layer.objects.active = obj
bpy.ops.object.mode_set(mode='EDIT')

# Select all faces, then extrude up by 1m
bpy.ops.mesh.select_all(action='SELECT')
bpy.ops.mesh.extrude_region_move(
    TRANSFORM_OT_translate={'value': (0, 0, 1.0)}
)

# Inset all selected faces by 0.1m
bpy.ops.mesh.inset(thickness=0.1, depth=0)

# Add a loop cut around the middle
bpy.ops.mesh.loopcut_slide(
    MESH_OT_loopcut={'number_cuts': 1, 'edge_index': 0},
    TRANSFORM_OT_edge_slide={'value': 0.0},
)

bpy.ops.object.mode_set(mode='OBJECT')
print(f"edited:{obj.name} verts:{len(obj.data.vertices)}")

Recipe 4 — Boolean cut (drilling a hole)

import bpy

target = bpy.data.objects['GEO-base_box']
cutter = bpy.data.objects.get('GEO-cutter')

if cutter is None:
    bpy.ops.mesh.primitive_cylinder_add(radius=0.3, depth=3.0, location=(0, 0, 1))
    cutter = bpy.context.active_object
    cutter.name = 'GEO-cutter'

# Apply boolean
mod = target.modifiers.new('Boolean', type='BOOLEAN')
mod.operation = 'DIFFERENCE'
mod.object = cutter
mod.solver = 'EXACT'

bpy.context.view_layer.objects.active = target
bpy.ops.object.modifier_apply(modifier=mod.name)

# Hide cutter from render
cutter.hide_viewport = True
cutter.hide_render = True
print(f"booleaned:{target.name}")

Recipe 5 — Mirror modifier (only model half)

import bpy

obj = bpy.data.objects['GEO-character_half']
mod = obj.modifiers.new('Mirror', type='MIRROR')
mod.use_axis[0] = True   # mirror across X
mod.use_clip = True       # snap vertices on axis
mod.use_mirror_merge = True
mod.merge_threshold = 0.001
print(f"mirrored:{obj.name}")

Place Mirror first in the stack (before Bevel/SubSurf).

Recipe 6 — Array along curve (chains, fences, beads)

import bpy

# 1. The base unit
bpy.ops.mesh.primitive_cube_add(size=0.2, location=(0, 0, 0))
unit = bpy.context.active_object
unit.name = 'GEO-bead'

# 2. The path (assume it exists; user provides or we add a Bezier)
path = bpy.data.objects.get('GEO-path')
if path is None:
    bpy.ops.curve.primitive_bezier_curve_add()
    path = bpy.context.active_object
    path.name = 'GEO-path'

# 3. Array modifier (count or fit to length)
arr = unit.modifiers.new('Array', type='ARRAY')
arr.fit_type = 'FIT_CURVE'
arr.curve = path
arr.relative_offset_displace = (1.0, 0, 0)

# 4. Curve modifier — bends the array along the path
crv = unit.modifiers.new('Curve', type='CURVE')
crv.object = path
crv.deform_axis = 'POS_X'
print(f"arrayed:{unit.name}")

Recipe 7 — Block-out (rapid composition test)

import bpy

# Floor
bpy.ops.mesh.primitive_plane_add(size=10)
bpy.context.active_object.name = 'GEO-floor'

# Hero subject
bpy.ops.mesh.primitive_cube_add(size=1.5, location=(0, 0, 0.75))
bpy.context.active_object.name = 'GEO-subject'

# Background prop
bpy.ops.mesh.primitive_cylinder_add(radius=0.5, depth=2, location=(2, 1.5, 1))
bpy.context.active_object.name = 'GEO-prop_pillar'

print('blockout:done')

Recipe 8 — Cleanup after curve→mesh or boolean

import bpy

obj = bpy.data.objects['GEO-target']
bpy.context.view_layer.objects.active = obj

bpy.ops.object.mode_set(mode='EDIT')
bpy.ops.mesh.select_all(action='SELECT')
bpy.ops.mesh.remove_doubles(threshold=0.0001)
bpy.ops.mesh.normals_make_consistent(inside=False)
bpy.ops.object.mode_set(mode='OBJECT')

bpy.ops.object.shade_smooth()
print(f"cleanup:{obj.name} verts:{len(obj.data.vertices)}")

Modifier stack order (memorize this)

Mirror → Array → Solidify → Bevel → Subdivision Surface → (Boolean if needed)

Wrong order = artifacts. The single most common amateur mistake is SubSurf before Bevel.

Common pitfalls

Symptom	Fix
Default-cube look	Add Bevel (0.02m, 3 segments) and SubSurf
Sharp pinch on round shapes	Bevel before SubSurf, not after
Black faces in render	Recompute normals (mesh.normals_make_consistent)
Boolean creates n-gons	Apply Bool, switch to Edit, fix to quads, then SubSurf
Symmetry breaks	Use Mirror modifier, not duplicate-and-flip
Mesh has hidden interior faces	Mesh → Clean Up → Delete Loose

When to load references/overview.md

Load when:

• The recipes here don't match the request (need bmesh-level precision, custom ops)
• Topology requirements are stricter than usual (animation-ready, game LODs)
• Performance matters (foreach_set, batch ops needed)
• The user references operators not in the recipes

The reference covers: bmesh.ops cookbook, all bpy.ops.mesh.* operators worth knowing, hard-surface workflow with MESHmachine-style chamfering, retopology guidelines, mesh-clean checklist.

What this skill is NOT for

• Wireframe drawing → 3D model: use wireframe-to-3d
• Sculpting strokes: Blender's sculpt mode is gestural; can't be driven well from text
• Sweep-along-path / lofting / curve-driven shapes: covered in wireframe-to-3d/references/blender-patterns.md
• Materials / lighting / rendering: redirect to those skills