I build small, testable tools for finite-element automation and reproducible engineering workflows.
- Python automation for Abaqus/FEA workflows
- deterministic contract checks before expensive analysis runs
- evidence-first skills for engineering agents
- reproducible, reviewable reports built from synthetic examples
- Abaqus Agent Skills — 17 workflow skills and a runnable static contract auditor for FEA agents.
- Engineering Evidence Toolkit — evidence contracts and audit workflows for reproducible engineering results.
static checks != solver evidence != physical review
I prefer deterministic preflight checks, conservative evidence states, and explicit human review boundaries. The public examples use clean-room guidance and synthetic data.
Writing and release notes: dev.to/midmountainfea
Independent open-source work; not affiliated with or endorsed by Dassault Systemes or SIMULIA.