AI Agent Skills

Differentiable computations of the signature and logsignature transforms, on both CPU and GPU. (ICLR 2021)

Tensorlang, a differentiable programming language based on TensorFlow

Reasoning Computers. Lambda Calculus, Fully Differentiable. Also Neural Stacks, Queues, Arrays, Lists, Trees, and Latches.

Set up and run molecular dynamics simulations of molecules in explicit solvent boxes using Packmol for box construction and MLIPs for dynamics.

Calculates gas adsorption isotherms via BVT/GCMC Monte Carlo simulations in a porous framework using MLIP.

Companion code for "Modern Computational Finance: AAD and Parallel Simulations" (Antoine Savine, Wiley, 2018)

QGIS toolkit 🧰 for pre- and post-processing 🔨, visualizing 🔍, and running simulations 💻 in the Weather Research and Forecasting (WRF) model 🌀

Decide whether an interface effect should stay in CSS, SVG, or Canvas 2D or needs WebGL or WebGPU, then create, integrate, diagnose, and visually verify focused GPU effe…

Differentiable scientific computing library

This skill provides an advanced financial modeling suite with DCF analysis, sensitivity testing, Monte Carlo simulations, and scenario planning for investment decisions

Efficient Differentiable Simulation of Articulated Bodies (ICML2021)

A collection of skills to turn claude code/codex into a long-lived personal tutor.

Design, implement, and audit PFC3D 5.0 asphalt wheel-tracking/rutting simulations using RVE-to-strip-to-full-size scaling, PFC5-compatible wall motion and reaction-force…

Load for PolicyEngine's data layer — how the microdata behind population microsimulations is built, calibrated, versioned, and named. Covers the Microcosm stack (Frame k…

Build and debug MuJoCo robot simulations. First interactive robot tryouts start with architect's reference-app selection.