Python Nowcasting
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Updated
Jul 25, 2026 - Python
Python Nowcasting
MCP server for KiCad, connecting AI agents to schematic and PCB workflows, ERC/DRC validation, DFM checks, BOM analysis, and manufacturing preparation—with controlled edits and human-gated release workflows.
A free open source cross-platform C++ library for parsing ODB++ Design archives, accessing their data, and building net list product models. Exposed via a REST and gRPC API packaged inside of a Docker image, ready for deployment onto k8s clusters.
Small command line utility which allows you to extract DFM, LFM and FRM forms from executable files compiled by Delphi, Lazarus and CodeTyphon.
Dynamic factor models (DFM) in R. Easy estimation and new data contributions to changes in prediction.
AI-powered Mechanical Engineering Review Skill for CAD, FEA, DFM, DFA and Assembly Analysis.
Open-source tools for the complete PCB design workflow: AI-assisted EDA, schematic capture, SPICE simulation, signal integrity, layout automation, DFM & fabrication CI/CD, hardware testing agents. OrCAD & KiCad compatible.
GB/T mechanical CAD skills for Codex, Claude Code and AI agents: AutoCAD/MCP, 2D/3D, strict DRC, assemblies and product safety gates.
PyTorch implementation of delayed-feedback-model (DFM)
Dynamic File Manager
Anvilate is an open-source, local-first design agent for mechanical engineers. Describe a part in plain English and receive a physics-validated, parametric STEP or DXF file that drops straight into CATIA, SolidWorks, NX, or AutoCAD, alongside the editable Python source code.
Automated 3-layer design review and linter for KiCad (DRC/ERC, spatial heuristics, multimodal vision AI, and native MCP server)
Industrial and product design Skill for Codex: concept development, CMF, ergonomics, parametric CAD, refined 3D quality gates, rendering, DFM, and GB/T engineering handoff.
Open Agent Skill for PCB design, review, deterministic calculations, DFM, and fabrication release. Works with Codex, Claude Code, KiCad, and EasyEDA/嘉立创EDA.
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