Plugin Claude Code
Single-plugin marketplace for agentic-digital-twin: build engineering digital twins as code with AI agents (design-of-record + scored audits + rerun viz + tradeoff studies + tiered FEA + manufacturability loop + living guardrails).
Plugin Claude Code
Build engineering digital twins as code with AI agents: one source-of-truth design.json mirrored into the build, a cited material-property source of truth (materials.json — never hallucinated allowables), every requirement gets an executable scored audit (PASS/WARN/FAIL), uv PEP723 scripts, rerun visualization (toward.
Agent
Computational-engineering specialist for simulation-in-the-loop, hardware-as-code projects (parametric CAD + scored audits + sims). Invoke when designing, building, auditing, or iterating a hardware model where geometry is code, a design.json is the source of truth, and every requirement must earn an executable…
Skill Claude CodeCodex
Add or edit a material in a hardware-as-code project's cited material source-of-truth (design/materials.json). Use whenever an analysis needs a material property (density, modulus, Poisson, yield/ultimate strength, composite lamina properties) — instead of letting the model invent one. Enforces: NEVER hallucinate…
Skill Claude CodeCodex
Add a new executable scored check (PASS/WARN/FAIL) for a requirement to a hardware-as-code project's audit harness. Use when a requirement, clearance, mass budget, margin, or anchor needs to be verified automatically. Enforces the rules: read the build's exported JSON artifacts, never duplicate a geometry constant…
Skill Claude CodeCodex
Run the continuum (tier-3) FEA on a part a beam model can't capture — bracket, fitting, lug, hull bottom panel, pressure shell, sponson root — with gmsh + CalculiX (ccx). Use when an audit's analytic check or the in-house beam FEA is too coarse and you need a real 3-D stress/displacement or buckling field. Drives the…
Skill Claude CodeCodex
Run the silent-failure guardrails checklist before trusting a sim, audit, build, or tradeoff result in a hardware-as-code project — and record new lessons when something silently gives a wrong answer. Use when a number surprises you, before declaring a result correct, or when reviewing a geometry/sim/audit change.…
Skill Claude CodeCodex
Bring an EXISTING CAD file (STEP/.stp, or STL/OBJ/GLB/PLY mesh) into the hardware-as-code pipeline so it can be verified and simulated — the "I already have the CAD" path, as opposed to authoring geometry as code. Use when the user provides a CAD/mesh file and wants audits, FEA, CFD, mass/CG, clearances, or rerun viz…
Skill Claude CodeCodex
Drive the automation-agent manufacturability/packaging loop for a hardware-as-code project: an agent authors engineering judgment (decomposition into fabricated vs COTS, placements, harness, sourcing) and automation scores it (skin containment, envelope collisions, mass closure, CG, retrieval corridors), looping until…
Skill Claude CodeCodex
Resolve a hardware design fork with a scored tradeoff study instead of a gut call. Use when a real design decision branches (layout, structure, battery placement, sponsons, strut geometry, ...). Drives a placement-level study scored on computed physics, a sensitivity sweep across weight schemes to pick the ROBUST…
Skill Claude CodeCodex
Scaffold a new simulation-in-the-loop, hardware-as-code project at best-practice on day one. Use when starting a new hardware/CAD/sim model, a digital twin, or any project where geometry is code and requirements must be verified by executable audits. Creates the design-of-record (design.json) + a build-source mirror…