Tools

I build skills and scripts for engineers who want to use AI in their workflows. Most of what I make gets used by my team before it gets published here.

motifai

Python

AI-powered voice validation for fiction writers. Checks prose against character profiles to catch diction drift, register mismatches, and arc-stage violations before readers do.

OpenStudio CLI Skill

Python

A Claude Code skill for managing OpenStudio 3.10 model modifications and simulations — versioning, measure application via the BCL, OSW workflow execution, and result validation.

Energy Efficiency Skill

Python

Claude Code skill for building energy assessment and optimization — EnergyPlus/OpenStudio modeling, ASHRAE 90.1 and IECC compliance, EUI calculations, and lifecycle cost analysis.

OpenStudio & EnergyPlus

I'm building tooling for OpenStudio and EnergyPlus workflows — automating the tedious parts of energy modeling. The IP picture is complicated, but if you're working in this space and want to compare notes: find me on LinkedIn .

Learning

Courses and resources worth the time.

  • Hugging Face Agents Course — Hands-on course covering AI agent fundamentals, smolagents, LangGraph, and LlamaIndex. Ends with building an agent for the GAIA benchmark.