equinor/neqsim/paperlab-equation-dimensional-audit
Claude Code and agent skill by equinor/neqsim
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Audit equations, dimensions, symbols, notation, and formula variants in PaperLab books. Use when technical chapters contain equations, units, and engineering correlations that must remain consistent across chapters.
Install
npx vskill@latest install equinor/neqsim/paperlab-equation-dimensional-auditSKILL.md
PaperLab Equation Dimensional Audit
When to Use
USE WHEN: reviewing equations, formula notation, unit consistency, or repeated technical correlations in an engineering textbook.
Pair with:
paperlab-scientific-traceability-auditfor equation provenance,neqsim-in-writingfor implementation links,paperlab-standards-clause-traceabilityfor standards-based formulas.
Audit Dimensions
| Dimension | Check | |
|---|---|---|
| symbol | defined near first use or in nomenclature | |
| unit | stated and dimensionally plausible | |
| source | citation, standard, derivation, or implementation link | |
| assumption | valid range or simplification stated | |
| duplicate | repeated formula uses same notation or explains differences | |
| implementation | NeqSim method/test link when used computationally |
Workflow
- Extract display equations delimited by
$$...$$and inline formulas using
$...$ when they contain engineering symbols.
- Normalize symbols and compare against
nomenclature.yaml. - Check units and dimensions where possible.
- Detect conflicting definitions such as
qfor heat duty and volumetric flow
in the same chapter without clarification.
- Detect formula variants that need an assumptions note.
- Recommend nomenclature additions and local text fixes.
Output Pattern
Safety Rules
- Do not declare an equation wrong from notation alone.
- Treat approximate teaching equations as acceptable when assumptions are clear.
- Never invent standards clauses or citations for equations.
Security
- Security scanPassed, 95 of 100Pattern checks on the skill's files.
- Model reviewPassed
Quality evaluation
- Task evaluationNot runNo evaluation yet. Run one in Skill Studio.
Source
- SKILL.md in the repositoryCheckingneqsim-paperlab/skills/paperlab-equation-dimensional-audit/SKILL.md
Popularity
- 7-day trend score
- 5
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