# Scientific Computing

> Implement numerically sound scientific and engineering software with units, validation, reproducibility, and performance awareness.

- Skill: `nafeeur/scientific-computing` (Agent Skill)
- Install (CLI): `npx skillmds@latest add nafeeur/scientific-computing`
- Raw SKILL.md: https://api.skillmd.com/api/skills/nafeeur/scientific-computing/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: nafeeur (https://skillmd.com/u/nafeeur)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/nafeeur/scientific-computing

---


# Scientific Computing

- Define units, coordinate systems, ranges, sampling rates, and precision assumptions explicitly.
- Validate equations against limiting cases, dimensional analysis, and known references.
- Separate model parameters from visualization and I/O.
- Use vectorized or compiled paths only after correctness is established.
- Preserve reproducibility with seeded randomness, environment details, and serialized inputs.
- Add tests for edge conditions, NaN/Inf propagation, tolerances, and representative reference values.