svd-ai-lab

@svd-ai-lab source repo

19 skills
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6 hours ago last updated

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Readme Blueprint Generator · svd-ai-lab
Use when the user asks for a polished, eye-catching GitHub README for a software project. Project-local fork specialized for visually striking READMEs in the style of github.com/ConardLi/easy-dataset and github.com/HKUDS/CLI-Anything — centered text hero, colorful shields, emoji section headers, News timeline, demo GIF placeholder. Does not author image assets.

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Abaqus Sim · svd-ai-lab bundle
Use when the user asks Codex, Claude Code, ChatGPT-style coding agents, or another AI agent to automate, inspect, run, or debug Abaqus through sim-cli. Supports Abaqus/CAE noGUI workflows, batch jobs, model inspection, ODB diagnostics, bounded execution, artifact reporting, and troubleshooting. Requires a user-owned Abaqus installation.

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Comsol Sim · svd-ai-lab bundle
Use when the user asks Codex, Claude Code, ChatGPT-style coding agents, or another AI agent to build, inspect, run, debug, or revise COMSOL Multiphysics / COMSOL Desktop models. Choose the simplest real COMSOL control path for the task: saved `.mph` inspection, local COMSOL documentation, direct COMSOL executables (`comsolbatch`, `comsolcompile`, `comsolmphserver`, `comsol.exe mphclient`), or the sim COMSOL runtime when structured live introspection, shared Desktop collaboration, checkpointing, or plugin diagnostics are useful. Do not use for generic COMSOL theory.

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Hypermesh Sim · svd-ai-lab
Use when preparing meshes or model decks in HyperMesh through a visible sim session, especially when a human engineer should watch and inspect each agent step.

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External Solver Discovery · svd-ai-lab
Discover and safely use external ad hoc solver capabilities, third-party skills, plugins, MCP servers, or native APIs when the host app or agent environment does not bundle a first-party solver path. Use for unsupported solver requests such as FDTD, Lumerical, Meep, openEMS, Tidy3D, gprMax, CST Studio Suite, or user-provided external integrations.

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Ltspice Sim · svd-ai-lab bundle
Use when the user asks Codex, Claude Code, or another AI coding agent to run, inspect, or debug LTspice circuits through sim-cli. Supports circuit simulation, waveform/log inspection, replayable artifacts, and troubleshooting.

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Openfoam Sim · svd-ai-lab bundle
Use when the user asks Codex, Claude Code, or another AI coding agent to run, inspect, or debug OpenFOAM cases through sim-cli. Supports case checks, solver execution, log inspection, result artifacts, replayable CFD workflows, and benchmark tasks.

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Paraview Sim · svd-ai-lab bundle
Use when post-processing and visualizing large-scale CFD/FEA simulation results via ParaView's paraview.simple Python API — loading .vtu/.vtk/.case/.foam/.cgns data, applying filters (Clip/Slice/Contour/Threshold/StreamTracer), batch rendering PNG screenshots via pvpython/pvbatch, and extracting quantitative metrics (IntegrateVariables, PlotOverLine, Calculator).

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Simscale · svd-ai-lab
Use SimScale through sim-cli: API-key checks, cloud project/session inspection, and guarded smoke recipes with compute-credit limits.

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Workbench Sim · svd-ai-lab bundle
Use when the user asks Codex, Claude Code, ChatGPT-style coding agents, or another AI agent to connect to Ansys Workbench through sim-cli. Supports Workbench journal execution, project inspection, persistent sessions, Mechanical handoff, bounded execution, artifact reporting, and troubleshooting. Requires a user-owned Ansys installation.

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Sim CLI · svd-ai-lab
Cross-solver operating discipline for sim-cli workflows — tool choice, input classification, acceptance semantics, and escalation rules that apply across solvers. Use alongside the solver's own plugin skill, which is self-contained for solver-specific work; this skill carries only the shared rules.

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Gui · svd-ai-lab bundle
Cross-driver GUI actuation for CAE solvers running under sim-cli. Use to click buttons, fill fields, dismiss dialogs, and capture window screenshots against GUI-capable driver windows through `sim exec`.

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Cad 2d To 3d · svd-ai-lab bundle
Reconstruct, assess, and validate candidate 3D geometry from accepted 2D CAD or engineering drawings, with separate architectural-floorplan and mechanical-part workflows. Use for DWG, DXF, semantic floor-plan contracts, vector PDF, scanned drawing, sketch, blueprint, orthographic-view, section-view, or 2D-to-3D requests where an agent must distinguish building topology from part features, build an editable candidate, compare generated projections with the accepted 2D source, use live CAD or official Blender MCP tools, or report missing information without overstating fidelity.

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Geometry Preview · svd-ai-lab bundle
Generate, preview, export, and sanity-check topology-aware 3D geometry before CAD or solver import. Use when users ask for text-to-geometry, parametric CAD, STEP/STL/mesh previews, geometry from sketches/images/papers/code, COMSOL/Fluent/Mechanical/Workbench/Abaqus geometry preflight, or fast iteration on dimensions, contacts, gaps, repeated cells, cavities, swept paths, porous structures, interlacing, membranes, or other geometry that should be checked before launching a heavy solver.

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Research Paper Data · svd-ai-lab bundle
Search scholarly literature and research data through discoverable providers, including public metadata APIs, optional user-configured sources, legal open-access full-text discovery, identifier resolution, and citation/reference triage. Use when the user asks for paper search, topic or author literature discovery, DOI/arXiv/PMID/PMCID lookup, dataset DOI metadata, legal OA PDF or full-text locations, references, citations, related work, paper metadata, or evidence-backed literature triage.

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Ee Datasheet Compare · svd-ai-lab bundle
Compare electronic component datasheets, BOM alternates, and replacement candidates for electrical engineering and sourcing decisions. Use when the user asks whether one chip, module, connector, passive, power device, sensor, IC, or PCB component can replace another; asks to compare datasheet PDFs, data sheets, spreadsheets, BOM rows, pinouts, packages, ratings, timing, electrical specs, thermal specs, or external-circuit requirements; or needs a source-backed replacement-risk table for EE review.

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Floorplan Digitization · svd-ai-lab bundle
Digitize architectural floor plans from PDF, JPG, PNG, scans, screenshots, or vector drawings into calibrated 2D CAD and a semantic plan contract. Use when Codex must recover walls, excluded neighbouring regions, rooms, doors, windows, beams, columns, removed walls, and dimension anchors; generate DXF/SVG and image overlays; distinguish authoritative dimensions from raster measurements; or validate a floor plan before any 3D reconstruction.

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Sim Paper Reproduction · svd-ai-lab
Cross-solver discipline for extracting simulation evidence from papers, reproducing reference results, and turning verified solver evidence into manuscript or report claims. Use with the relevant solver skill; this skill covers task framing, provenance, staged acceptance, and publication handoff rather than solver-specific commands.

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Simulation Need Discovery · svd-ai-lab bundle
Use when handling simulation requirement docs, 任务书/specs, client/lab/customer asks, vague modeling requests, paid gigs, or before costly full solves, long runs, sweeps, optimization, calibration, and coupled simulations where the decision, physical model, assumptions, validation evidence, or deliverable must be clear before execution.

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19 published skills