Write nurb.dev changelog entries from the releases since the last published one. Filters the release's merged PRs to what a user would actually notice, drafts each in the site's voice, and inserts the release into site/changelog.html. Use when the user says "changelog", "update the changelog", "announce this", or…
Publish the nurb model leaderboard from merged benchmark submissions. Sanity-checks every run landed since the last regeneration, writes or refreshes the editorial verdicts, regenerates the benchmarks repo's REPORT.md and this repo's site/benchmarks.html, and opens the publish PRs. Use when the user says "update the…
Design 3D-printable parts as Python functions with nurb. Use when the user wants a part designed, changed, or checked for 3D printing (a bracket, mount, holder, enclosure, shelf, or any STL/STEP to print), and in any directory with a parts/ folder. The user describes the part and judges it in a browser; you model it.
Create distinctive, production-grade frontend interfaces with high design quality. Use this skill when the user asks to build web components, pages, artifacts, posters, or applications. Generates creative, polished code that avoids generic AI aesthetics.
Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.
Bambu Lab 3D printer control and automation. Activate when user mentions: printer status, 3D printing, slice, analyze model, generate 3D, AMS filament, print monitor, Bambu Lab, or any 3D printing task. Full pipeline: search → generate → analyze → colorize → preview → open BS → user slice → print → monitor. Supports…
Search-first 3D printing workflow — finds real specs before modeling, generates manifold-safe models for Bambu Studio / PrusaSlicer / Cura / Fusion 360.
REQUIRED for ANY .stl / .3mf / .zip 3D-model attachment. FIRST tool call MUST be the u1kit tool: u1kit(modelpath= ). It slices, renders the operator's options form itself, and returns a readiness card. Do NOT extract zips, run orca-slicer, or call the form tool yourself. Also REQUIRED when the operator asks to reprint…
Run, resume, or diagnose one Autonomous Workshop Wish through its frozen Spark, Forge, or Quest effort route using native Manager Goals, tools, and subagents while preserving deterministic host gates and host-controlled effects.
Turn a reference image (photo, render, screenshot, sketch, or orthographic drawing) into a structured, buildable CAD spec — overall read, top/front/side views, real-world size, part and feature decomposition, per-feature detail, and the exact build123d operation each feature is built with. Use when the user attaches…
Interact with the 3D AI Studio API. Use when generating 3D models from text or images, creating miniature figurines, generating/editing images, using tools (convert, render, repair, optimize), or polling job status. All operations are async — submit a request, get a taskid, poll until FINISHED. Authenticates via…
Automated design optimization of a 3D-printable vortex funnel with internal helical vanes. Drives a full pipeline — parametric CadQuery geometry, OpenFOAM CFD simulation (interFoam VOF multiphase via Docker), Bayesian optimization loop — to produce an optimal anti-glugging funnel design. Use this skill whenever the…
Read, view, and edit 3D model files (.3mf, .stl, .obj, .ply, .glb). Use this skill whenever the user uploads, mentions, or asks about any 3D model file — even casually ("look at this model", "scale my print file", "what's in this 3MF", "convert to STL"). Also covers detecting which CAD/slicer produced a file and…
Use after the design concept is settled (via design-first-iteration or equivalent) and the user is ready to translate it into parametric CAD geometry — component decomposition, parameter hierarchy, construction sequencing. Primary platform Fusion 360; the workflow also applies to SolidWorks, Onshape, FreeCAD…
Use when driving Fusion 360 from Claude Code through the local MCP-Bridge (HTTP server on 127.0.0.1:7654 with bearer-token auth, single-threaded Custom-Event handler). Covers the API quirks that consistently bite without a documented protocol: component activation before geometry, single-revolve over…
End-to-end workflow for converting a 2D concept image into a parametric 3D CAD model when manual outline tracing is unreliable. Bridges the lossy "image → text-description → manual-spline-points" gap by using AI image-to-3D-mesh services (Tripo3D, Rodin, Meshy) as an intermediate step, then auditing the imported mesh…
An offline color-matching tool for 3D-printing materials. It matches a HEX color or the main color in an image to colors from several named filament catalogues and can create a local HTML color card.