By dirkenglund
Validation, Verification, and Uncertainty Quantification for technical content in math, physics, and electrical engineering
Review a scientific paper or section for technical errors
Validate technical content (equations, derivations, claims) using VVUQ methodology
Run VVUQ benchmark suite to test validation accuracy
Validation, Verification, and Uncertainty Quantification for scientific content.
A Claude Code plugin that rigorously checks mathematical equations, physics derivations, and engineering calculations for errors.
claude plugin install github:dirkenglund/vvuq-technical-validator
/validate [content]Validate a single equation, derivation, or technical claim.
/validate "The Heisenberg uncertainty principle: ΔxΔp ≥ ℏ"
/validate-paper [file]Review a scientific paper or section for technical errors.
/validate-paper paper.pdf --section methods
/vvuq-benchmark [suite]Run the benchmark suite to test validation accuracy.
/vvuq-benchmark papers
Tested on 48 cases across math, physics, and engineering:
| Model | Basic (22) | Papers (26) | Combined |
|---|---|---|---|
| Sonnet | 96% F1 | 100% F1 | 98% F1 |
| Haiku | 100% F1 | 80% F1 | 89% F1 |
| Error Type | Example |
|---|---|
| Sign errors | Missing negative in quadratic formula |
| Factor errors | √π vs π, ℏ/2 vs ℏ |
| Dimensional errors | Energy vs momentum (missing v²) |
| Unit errors | Celsius vs Kelvin in thermodynamics |
| Scaling errors | N² vs N (Heisenberg limit) |
| Formula inversions | V=IR vs V=I/R |
| Convention errors | RMS vs peak, cross vs dot product |
In plugin.json:
{
"default_model": "sonnet",
"strictness": "permissive",
"domains": ["math", "physics", "electrical_engineering"]
}
haiku | sonnet | opusstrict (flags conventions) | permissive (accepts alternatives)MIT
Dirk Englund (@dirkenglund)
Built with Claude Code.
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