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No API keys, no cloud, no pip depen","maintainers":[{"name":"kajisho5","email":"kajisho5@gmail.com"}],"readme":"# blender-skill\n\n**Give your coding agent a 3D asset pipeline.** Local Blender, headless, no cloud, no API keys.\n\n## Install\n\n```bash\nnpx blender-skill # this repo's own installer (Node)\nnpx skills add kajisho5/blender-skill # skills.sh registry\ngh skill install kajisho5/blender-skill blender-skill # GitHub CLI 2.90+\n```\n\nAny of the three installs `SKILL.md` and `scripts/` where your agent looks for skills. Requires\n[Blender](https://www.blender.org/download/) 4.2+ on the machine; the scripts find it themselves\n(`--blender` flag, `$BLENDER`, `PATH`, or the OS's usual install location) and tell you how to\ninstall it if they can't.\n\n## Demo\n\nReal output from `examples/make_demo.sh` against `tests/fixtures/fox.glb` -- nothing staged.\n\n
\n \n \n
\n\nA 360° turntable (`render.py --turntable -o turntable.mp4`) is at\n[`docs/demo/turntable.mp4`](docs/demo/turntable.mp4). The same run's `info.py`/`check.py` output,\nunedited:\n\n```\n$ python3 scripts/info.py tests/fixtures/fox.glb\ntests/fixtures/fox.glb: 3 object(s), 2 mesh(es), 656 triangles, 1770 vertices\n materials: 1 textures: 1 animations: 3\n warning: fox: 1150 non-manifold edge(s) (hole/gap in the surface, after welding split normals/UV seams) -- try: optimize.py -o --fill-holes\n warning: fox: flipped-normal check skipped (unreliable while non-manifold edges are present -- fix those first, then re-run info.py)\n\n$ python3 scripts/check.py tests/fixtures/fox.glb --target three.js\ntests/fixtures/fox.glb vs three.js: PASS\n PASS format: gltf is a recommended format for three.js\n PASS triangle budget: 656 <= 300000\n PASS texture size: all textures <= 4096px\n PASS textures present: no missing texture files\n PASS transmission size: 0.2 MB <= 15 MB\n```\n\nRun `bash examples/make_demo.sh` yourself to regenerate all of it (info, optimize, convert\n`--verify`, render, look, bake, check) end to end -- needs Blender, see Requirements below.\n\n## What this is / isn't\n\nInspects, converts, optimizes, renders, bakes and validates 3D assets from natural-language\nrequests -- for a coding agent working with `.glb`/`.gltf`/`.fbx`/`.obj`/`.stl`/`.usd`/`.usdz`/\n`.ply`/`.abc`/`.blend` files, not for someone modeling interactively in Blender's UI. It runs\nBlender exclusively headless (`blender -b`) and never opens a window. That makes it a complement\nto, not a replacement for, [Blender's own MCP add-on](https://extensions.blender.org/add-ons/bmc/)\nor [ahujasid/blender-mcp](https://github.com/ahujasid/blender-mcp) -- use this to check and fix a\nfile's numbers deterministically (triangle count, texture size, manifoldness, delivery-target\nbudgets), and a live Blender connection for anything that needs a human's eye on the actual\n3D viewport.\n\n## Features\n\n- **`info.py`** -- object/mesh/material/texture/animation/armature counts, unit scale, bounding\n box, non-manifold-edge and duplicate-vertex detection (computed on a welded scratch copy, so a\n perfectly normal hard-edged/UV-seamed mesh isn't misreported as broken), approximate\n self-intersection detection, flipped-normal detection (only reported when trustworthy -- see\n below), unapplied-scale detection (a common cm/m unit-mismatch symptom), origin offset from each\n object's own bounding-box center/bottom-center (data, not a defect -- an off-center origin is\n often deliberate), UV out-of-[0,1]-range/zero-area/overlap detection (out-of-bounds and overlap\n are data, not defects -- tiling textures and mirrored UV islands both use them deliberately;\n zero-area is a real \"never actually unwrapped\" defect), vertex color layers and other genuinely\n custom mesh attributes (Blender's own non-internal built-ins -- `position`, `material_index`,\n bevel weight, crease -- are excluded), per-animation-clip bone count and root-motion detection\n (whether the armature's own root bone's `location` channel actually moves, vs. an in-place\n cycle meant to be driven by a character controller), bone hierarchy (name/parent per bone) and\n unweighted-vertex detection on skinned meshes (a vertex with no bone weight at all won't move\n with the rig -- skipped, not falsely flagged, on meshes with no armature modifier at all), a\n default LOD1/2/3 triangle-ratio suggestion (50%/25%/10% of the file's current total, with the\n `optimize.py --decimate-ratio` command for each -- a starting-point estimate, not a guarantee),\n a draw-call estimate (one per distinct material a mesh object's faces actually use, not the\n cruder \"material count x object count\" that overestimates as soon as objects share a material),\n misconfigured-transparency detection (a hard binary-alpha mask, e.g. foliage, using real\n alpha blending instead of the cheaper, sorting-artifact-free dithered mode), misconfigured-\n texture-colorspace detection (Base Color/Emission not tagged `sRGB`, or Metallic/Roughness/\n Alpha/a normal map's own texture not tagged `Non-Color` -- the latter is the most damaging in\n practice: a mistagged normal map silently warps the decoded normal vectors, no error thrown),\n (glb/gltf only)\n the file's own `extensionsUsed`/`extensionsRequired` list read straight from its JSON -- with a\n short description per known `KHR_*`/`EXT_*` extension -- since Blender's importer translates\n those into its own representation and doesn't expose which ones the source file declared, and\n duplicate-mesh/instancing detection (objects already sharing one mesh datablock, reported as\n data; objects on *separate* datablocks with identical geometry, flagged as a real \"could share\n one datablock\" memory-saving opportunity), and (`.obj` only) the referenced `.mtl`'s per-\n material Phong parameters (Ka/Kd/Ks/Ns/d/illum) alongside the same Ns-to-roughness heuristic\n Blender's own OBJ importer applies -- confirmed to match its real output exactly -- since\n OBJ/MTL predates PBR and has no metallic/roughness channels of its own (metallic is never\n guessed: no reliable signal separates a metal from a shiny dielectric in Phong parameters\n alone), ray-cast wall-thickness analysis (a real, testable \"3D-Print Toolbox\"-style\n thickness check -- that add-on itself is a Blender Extension as of 4.2+, not bundled, so not\n something this skill can assume is installed), and point-cloud detection (a PLY vertices-only\n mesh -- photogrammetry/LiDAR scan data -- reads `is_point_cloud: true` and skips the usual\n no-UV-map warning, which is meaningless for one), each defect naming its fix command where a\n safe one exists.\n- **`convert.py`** -- glb/gltf, fbx, obj, stl, usd, usdz, ply, abc, .blend, any direction;\n `--verify` re-imports the output and diffs it against the input; `--up-axis`/`--forward-axis`\n set the output's coordinate-system convention (Blender's X/Y/Z/-X/-Y/-Z vocabulary) -- glTF\n only accepts up-axis Y or Z and has no forward-axis control at all (its spec is fixed Y-up);\n ABC and .blend have no axis-orientation control in Blender at all.\n- **`split.py`** -- split one multi-object file into one output file per independent object\n hierarchy (a root object with no parent, plus every descendant), so a skinned mesh stays with\n its armature while an unrelated standalone object becomes its own file.\n- **`lod.py`** -- batch-generate LOD0 (unmodified original) through LOD3 in one call, one output\n file per level, at either the default ratios matching `info.py`'s own LOD1/2/3 suggestions\n (50%/25%/10%) or an absolute `--target-triangles` for LOD1 (LOD2/LOD3 auto-scale to keep the\n same halving relationship). Strips Blender's own synthesized bone-shape display widget after\n import first (see `references/pitfalls.md`) -- otherwise a skinned character's reported\n triangle counts are inflated by the widget's own triangles, and every level needlessly\n decimates it too.\n- **`anim.py`** -- `--extract` strips every non-armature object, keeping just the skeleton and\n its actions (an animation-only file); `--combine` merges several files' actions (matched by\n bone name) onto one base character into a single output with every action as its own\n exportable clip -- the Mixamo workflow of downloading a rigged character once and several\n separate animation clips for it. Both discard Blender's own synthesized bone-shape display\n widget rather than treating it as real content to preserve (confirmed not to exist in the\n source file's own data -- see `references/pitfalls.md`).\n- **`optimize.py`** -- decimate, weld duplicate vertices, recalculate normals, triangulate, clean\n up a mesh (`--clean-mesh`: orphan/loose vertices touching no face at all, plus degenerate\n zero-area faces -- a no-op on a point cloud, since every one of its vertices touches zero faces\n by definition; runs first so a decimate ratio/triangle budget is derived from a count that\n excludes dead geometry), report vertex-cache efficiency (`--vertex-cache-report`: each mesh\n object's Average Cache Miss Ratio -- a FIFO 32-entry vertex-cache simulation over the current\n triangle order, 3.0 the real worst case (no cache reuse at all), 0.5 a common target for a\n large closed mesh but not a universal floor (an unusual small/non-manifold mesh can score\n below it, confirmed directly) -- before and after this run's own topology changes, a\n zero-triangle mesh reporting `null` in `--json` output and `n/a` in text output; reports\n only, doesn't reorder itself, since `--meshopt` already delegates to gltf-transform's own\n cache-aware `reorder` command), fill boundary-edge holes (`--fill-holes`), bake unapplied scale\n into the mesh (`--fix-scale`),\n recenter an object's origin without moving its geometry (`--origin center|bottom`), cap texture\n resolution, purge orphan data, thin a point cloud by voxel-grid downsampling\n (`--point-thin-voxel SIZE` -- a no-op on any mesh that has faces, since that's what\n `--decimate-ratio` is for), convert every texture to WebP (`--webp`, glb/gltf output only,\n adds `EXT_texture_webp`) -- reports the file's own real before/after texture bytes rather than\n assuming a reduction, because WebP at Blender's own default quality can end up *larger* than a\n well-compressed PNG for some textures (confirmed, not hypothetical -- see\n `references/pitfalls.md`; `--webp-quality` gives a lever to actually shrink when that happens);\n `--texture-auto-resolution` computes a per-texture cap instead of one flat `--texture-max`,\n from how much of the whole file's combined bounding box the largest object using that texture\n spans -- a real, data-driven screen-occupancy proxy this skill has no way to get from an actual\n camera/FOV, times `--viewport-width` (default 1920), rounded to the next power of two;\n `--target-web`/`--target-mobile`/`--target-ar`/`--target-sketchfab`/`--target-vrchat`/\n `--target-roblox`/`--target-gltf-viewer`/`--target-quicklook` presets -- each grounded in that\n platform's own published numbers where one exists (VRChat's official PC \"Good\" Performance Rank\n triangle threshold, Roblox's official per-mesh triangle/texture caps, Apple's own AR Quick Look\n guidance), cited in `PRESETS`' own comment in `scripts/bpy/optimize.py`, not invented; a preset\n with a real *absolute* platform triangle cap (`vrchat`/`roblox`/`quicklook`) converts it into an\n actual decimate ratio at run time, so the output is really at or under that cap regardless of\n how big the input was to start -- not a fixed fraction that couldn't guarantee compliance for an\n arbitrary input size, a no-op when already within budget. `vrchat`/`quicklook` compute one\n shared ratio from the *whole file's combined* triangle count, matching how those platforms\n actually evaluate a budget (one avatar/one scene as a whole); `roblox` instead clamps each mesh\n object *independently* against the same absolute number, since Roblox's own real limit is\n explicitly per individual mesh, not a scene total -- an aggregate ratio there would needlessly\n decimate two already-individually-compliant meshes just because their combined total crossed\n the cap, a case Roblox's real limit never actually restricts (caught by review; see\n `references/pitfalls.md`); `--draco`/`--meshopt`/`--ktx2` delegate\n to [gltf-transform](https://github.com/donmccurdy/glTF-Transform) (and, for `--ktx2`, the\n [KTX-Software](https://github.com/KhronosGroup/KTX-Software) `ktx` CLI) when installed, and say\n so and skip just that step when they aren't. `--generate-mipmaps DIR` pre-generates the full\n mip chain (level 0 = this run's own final texture size -- after any `--texture-max`/\n `--texture-auto-resolution` resize -- each level independently halved per dimension down to\n 1x1, the standard GPU mip-chain definition) as separate PNG files under `DIR`, for every\n texture a mesh object's material actually references, using Blender's own `Image.scale()` (a\n real box/bilinear filter, confirmed directly against a checkerboard pattern -- not a naive\n nearest-neighbor resize); runs on a throwaway copy, never touching the texture still referenced\n by this run's own export. For a pipeline/engine that needs mips pre-baked as loose files rather\n than generated at runtime or embedded in a container format -- `--ktx2` already embeds its own\n generated mip chain in the compressed KTX2 texture, so use `--generate-mipmaps` instead only\n when you need the mips as standalone files. `--recalc-normals` warns instead of silently\n trusting its own output on a still-non-manifold mesh -- see `references/pitfalls.md`, this is a\n real failure mode, not a hypothetical one. `--fix-colorspace` corrects a texture's colorspace\n tag based on which material socket it feeds (Base Color/Emission need `sRGB`; Metallic/\n Roughness/Alpha/a normal map's own texture need `Non-Color` -- info.py flags the mismatch,\n this fixes it); `--texture-colorspace NAME` is the blunt override, forcing every texture to one\n named colorspace (e.g. `ACEScg`/`ACES2065-1` for an ACES-aware pipeline -- Blender's own\n bundled OCIO config has no ACES *view transform* for rendering at all, only these texture-\n tagging colorspaces, confirmed via its real enum). `--flip-normal-map-green` inverts the green\n (Y) channel of every texture genuinely wired as a tangent-space normal map (an Image Texture\n feeding a Normal Map node feeding a material's Normal input) -- the complete, sole pixel\n operation to convert between OpenGL (+Y) and DirectX (-Y) normal map convention; R/X and B/Z\n are shared between both conventions and left untouched. Deliberately does *not* attempt to\n auto-detect which convention a normal map is currently in -- no reliable general-case,\n pixel-data-only method for that exists (confirmed via research: even Adobe Substance 3D\n Painter can't do it without an explicit tag, and Unity holds a patent, US12102923B2, for a\n statistical reconstruction-error heuristic with no published reliability figures). glTF's own\n spec mandates OpenGL convention for `normalTexture`; Unity and Godot also expect OpenGL; Unreal\n expects DirectX -- each engine's own texture importer exposes only a manual \"flip green\n channel\" toggle, never auto-detection, which is exactly what this mirrors: a deliberate\n conversion you run when you know the source and target disagree. `--remove-unused-bones` prunes every bone\n with zero skin-weight influence and no animation, from the leaves inward (never a bone a\n still-used descendant needs); `--max-bones N` caps an armature at N bones -- a real\n mobile-engine-style bone budget, not just a report -- removing the lowest-influence unanimated\n leaf bones first and reassigning their skin weight to the parent bone, never removing an\n animated bone even if the target can't otherwise be reached (warns instead). `--keyframe-\n decimate TOLERANCE` thins every action's keyframes with Ramer-Douglas-Peucker curve\n simplification, exact only for LINEAR/CONSTANT-interpolated segments (the two modes where the\n real post-removal value is cheaply computable -- a straight line or a flat step): a keyframe is\n dropped only if that real value would deviate by at most TOLERANCE (in that fcurve's own\n units) from its actual value; a BEZIER-governed keyframe (Blender's own default for a hand-keyed\n action) is never touched, since approximating its real curve risks silently exceeding TOLERANCE\n (confirmed on a CONSTANT counterexample -- see `references/pitfalls.md`). A glTF import is\n exclusively LINEAR, so this isn't a hobbled feature for that common case. The first/last\n keyframe of every fcurve always survives. `--remove-unused-shape-keys` removes every non-Basis\n shape key whose max per-vertex displacement from whatever it's actually defined relative to\n (usually Basis, but a shape key can chain off another shape key instead) is below a tiny fixed\n epsilon -- geometrically a no-op no matter its value slider, mute state, or any driver pointed\n at it. A multi-level dead chain resolves correctly on its own: Blender's own\n `obj.shape_key_remove()` automatically re-points every shape key that referenced the removed\n one onto *its* relative_key (verified directly against real Blender), so removing a chain of\n dead keys one at a time still lands every surviving key on the right base.\n `--instance-duplicate-meshes` merges every group of mesh objects on separate datablocks that\n are fully identical within a tight floating-point tolerance -- vertex positions, face topology\n plus per-face material_index/use_smooth, sharp-face/sharp-edge marks, every UV layer's\n name/active-render flag/coordinates, every color attribute's name/values and the mesh's\n render-fallback selection, and the exact same Material datablocks (not just similarly shaped;\n stricter than `info.py`'s own loose `duplicate_mesh_candidates` suggestion) -- onto one shared\n datablock, freeing the now-orphaned duplicates. A material's node tree can look up a UV layer\n or color attribute by *name*, so two meshes with identical values under different layer names\n or a different render fallback are correctly left unmerged, not just ones with different raw\n values (see `references/pitfalls.md`). Never merges a mesh with custom split normals (exact\n comparison is out of scope) or touches a mesh with shape keys or an Armature modifier -- or any\n datablock shared with such a mesh, even one of its *other* users would individually have\n qualified: shared mesh data means shared shape-key/vertex-weight *state* in Blender's own data\n model, not just shared shape, so merging those could silently change animated behavior.\n `--merge-materials` merges every group of separate Material datablocks that are fully identical\n onto one canonical datablock, redirecting every real reference to a duplicate (Blender's own\n `ID.user_remap` -- every mesh/curve/other data-block's material slot and every per-object slot\n override in one call, not a hand-enumerated walk that could miss a user type) before freeing it:\n every non-identity RNA property on the Material itself, plus -- when `use_nodes` is on -- true\n node-tree structural equality (the same node types/settings/socket values, and the exact same\n links between them, matched by node name, not just a similar node count). An `Image`/`NodeTree`/\n other ID reference inside the graph\n (an Image Texture node's `.image`, a Group node's `.node_tree`, ...) is compared by datablock\n *identity*, not by name or pixel content -- two texture nodes pointing at separately-created but\n pixel-identical images are correctly left unmerged, since a real edit to one wouldn't reach the\n other. A node property Blender marks read-only can still need comparing: a Color Ramp/Mapping/\n Image-User-style nested settings struct is read-only only in the sense that the *pointer* can't\n be reassigned, not that its own fields are fixed -- naively skipping every read-only property\n would treat two Color Ramp nodes with completely different ramps as identical (see\n `references/pitfalls.md`).\n- **`render.py`** -- a thumbnail, a 360° turntable (PNG sequence or an FFmpeg-encoded video), or\n a 4-view sheet. Eevee by default, `--cycles` to switch.\n- **`look.py`** -- the agent's eyes: a wireframe render, a grid of every texture in the file, a\n before/after comparison (with a pure-numpy PSNR/SSIM similarity score when the two images share\n pixel dimensions), or the UV layout (as SVG -- headless Blender's PNG UV export needs a GPU\n offscreen context `-b` mode doesn't have).\n- **`check.py`** -- PASS/WARN/FAIL against a delivery target's budget (three.js, Unity, Unreal,\n Godot, iOS/Android AR, WebXR, 3D printing, Sketchfab), every row naming its fix command; for\n `.usdz` inputs, also validates the package itself against Apple's real USDZ requirements (every\n entry uncompressed and 64-byte-aligned -- read from the file's own zip structure, independent\n of Blender).\n- **`bake.py`** -- Cycles-bake a material to a texture (AO/normal/roughness/diffuse/combined);\n `--atlas` repacks UVs across several objects into one shared image first.\n- **`scene.py`** -- assemble a declarative `scene.json` (asset placement, lights, camera,\n background) into a render and/or an exported 3D file.\n- **`batch.py`** -- chain this skill's own scripts as a recipe over every file in a folder, with\n a content-hash cache so a re-run only reprocesses what changed.\n- **`verify.py`** -- the whole toolchain (info → convert --verify → check) over one or more real\n files, PASS/FAIL per file.\n- **MCP server** (`mcp/server.py`) -- every script above as an MCP tool over stdio.\n\n## Usage\n\n```\n\"check this glb for a Unity import\" -> check.py model.glb --target unity\n\"cut this to 50k triangles\" -> info.py, then optimize.py --decimate-ratio ...\n\"convert this fbx to usdz and confirm it worked\" -> convert.py model.fbx -o model.usdz --verify\n\"make a turntable of this model\" -> render.py model.glb --turntable -o turntable.mp4\n\"bake this material to a single texture\" -> bake.py model.glb --pass combined -o baked.png\n```\n\n## Scripts\n\n| Script | Purpose |\n|---|---|\n| `info.py` | Inspect: counts, scale, bounding box, manifold/UV checks |\n| `convert.py` | Cross-format conversion, with round-trip `--verify` |\n| `split.py` | Split a multi-object file into one file per independent object hierarchy |\n| `anim.py` | Extract animation-only data, or combine several files' actions (Mixamo workflow) |\n| `lod.py` | Batch-generate LOD0-3 files at decreasing triangle counts |\n| `optimize.py` | Decimate, weld, triangulate, cap texture size, purge unused, Draco/Meshopt/KTX2 (delegated) |\n| `render.py` | Thumbnail, turntable, 4-view sheet |\n| `look.py` | Wireframe, texture grid, before/after compare, UV layout |\n| `check.py` | Delivery-target PASS/WARN/FAIL with fix commands |\n| `bake.py` | Material-to-texture baking, with UV-atlas repacking |\n| `scene.py` | Declarative multi-asset scene assembly |\n| `batch.py` | Recipe chains over a folder, with a content-hash cache |\n| `verify.py` | The whole toolchain over real files |\n\nSee `references/pitfalls.md` for the real gotchas found building this (GPU-offscreen limits\nunder `-b`, an Eevee engine-name rename between Blender versions, format round-trip quirks) and\n`references/blender-versions.md` for which Blender versions have actually been tested.\n\n## MCP\n\n```json\n{\n \"mcpServers\": {\n \"blender-skill\": {\n \"command\": \"python3\",\n \"args\": [\"/path/to/blender-skill/mcp/server.py\"]\n }\n }\n}\n```\n\nEach tool takes one argument, `argv`: the exact CLI arguments you'd pass to that script.\n\n## Requirements\n\n- [Blender](https://www.blender.org/download/) 4.2 or newer (LTS releases tested: 4.2, 4.5;\n latest tested: 5.2 -- see `references/blender-versions.md`)\n- Python 3.9+ for the host-side scripts (standard library only, no `pip install`)\n- Node.js 16+ only for the `npx blender-skill` installer itself\n\n## Development\n\n```bash\ngit clone https://github.com/kajisho5/blender-skill\ncd blender-skill\npython3 tests/test_all.py\n```\n\nSee [CONTRIBUTING.md](CONTRIBUTING.md) and [ROADMAP.md](ROADMAP.md) for what's planned next.\n\n## License\n\nMIT -- see [LICENSE](LICENSE).\n","readmeFilename":"README.md"}
![\"render.py](\"docs/demo/thumbnail.png\")
\n ![\"render.py](\"docs/demo/sheet.png\")
\n