AI Agent Skills

Computational Fluid Dynamics based on PyTorch and the Lattice Boltzmann Method

Analyzes market dynamics and go-to-market strategies using "Distribution First" architecture.

VRChat World SDK 3 guide for scene and Inspector setup, component placement, optimization, and upload. Use for VRChat world scene configuration, VRC SDK components, laye…

[ICLR 2025 Oral] Seer: Predictive Inverse Dynamics Models are Scalable Learners for Robotic Manipulation

Implementation of Torsional Diffusion for Molecular Conformer Generation (NeurIPS 2022)

Generate molecular conformers with RDKit ETKDG, relax with MLIPs, and rank by energy with Boltzmann weighting.

Run DFT geometry optimization (minimization or TS search) on a molecular structure using ORCA via SCINE/ReaDuct wrapper.

Verify non-periodic molecular TS connectivity with forward/reverse IRC using endpoint connectivity and RMSD checks.

Artificial Intelligence for Kinematics, Dynamics, and Optimization

:wave: :ok_hand: research codebase for depth-based hand pose estimation using dynamics based tracking and CNNs

A versatile CLI tool for converting molecular file formats, generating 3D atomic coordinates from SMILES, rendering 2D chemical structure images, and preparing or extrac…

Competitive landscape analysis, competitor comparison, peer positioning, market share dynamics, competitive moat assessment, Porter five forces, industry competition, co…

[ICLR'22] Generating Videos with Dynamics-aware Implicit Generative Adversarial Networks

Design understandable and accessible product interactions. Use when shaping workflows, information architecture, navigation, interface copy, forms, controls, empty state…

Find, diagnose, and fix misalignment in corporate settings. Use this skill when teams are stuck, decisions aren't being made, meetings are dysfunctional, or there's conf…