← ClaudeAtlas

cad-generative-automation-and-scanninglisted

Use when going beyond hand modelling: generative design and lattice structures and what they are actually good for, automation pipelines for batch generation, headless CAD and build integration, and scanning and reverse engineering including point clouds, registration and getting from a scan back to editable geometry.
adammatthewsteinberger/vibey-skills · ★ 1 · AI & Automation · score 72
Install: claude install-skill adammatthewsteinberger/vibey-skills
# CAD and 3D Printing: Generative Design, Automation Pipelines, and Scanning > **Part 4 of 5** of the *CAD and 3D Printing* reference (plugin `cad-3d-printing`), covering §10–§12. Sibling skills: `cad-geometry-kernels-formats-and-code-cad` (§0–§4), `cad-slicing-pipeline-and-processes` (§5–§6), `cad-design-tolerances-and-materials` (§7–§9), `cad-reference` (§13–§18). Section numbers are shared across the set; a reference written as §N → `skill` points into that sibling skill. > > **Currency:** The geometry mathematics and process physics are stable; the code-CAD tooling and slicer landscape moved. See §16 → `cad-reference` for both, dated. > **Scope.** Written for people who write code. **§2–§4 → `cad-geometry-kernels-formats-and-code-cad` are the software engineering > (kernels, scripting, formats); §6–§9 → `cad-slicing-pipeline-and-processes`, `cad-design-tolerances-and-materials` are the manufacturing physics you need for the > software to produce parts that work.** > > **⚠️ GOTCHA** boxes mark what silently produces a bad model or an unprintable part. > > **The three ideas that organize everything:** > 1. **⚠️ Choose your representation before your tool.** B-rep, mesh, and implicit fields > are not interchangeable — each makes some operations trivial and others impossible, > and **most CAD frustration is a representation mismatch** (§1 → `cad-geometry-kernels-formats-and-code-cad`). > 2. **⚠️ Every export loses something.** STL loses units, topology, colour, and al