equinor/neqsim/paperlab-case-thread-continuity

Claude Code and agent skill by equinor/neqsim

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Maintain consistency for recurring field, facility, and design cases across PaperLab books. Use when a book uses a repeated scenario as a teaching thread and assumptions must not drift silently.

Install

npx vskill@latest install equinor/neqsim/paperlab-case-thread-continuity

SKILL.md

PaperLab Case Thread Continuity

When to Use

USE WHEN: chapters reuse the same field, facility, well, pipeline, process, or economic case across theory, notebooks, exercises, and capstone studies.

Pair with:

  • paperlab-chapter-flow-editor for narrative transitions,
  • paperlab-book-knowledge-graph for case graph links,
  • paperlab-notebook-regression-baselines for computed case outputs.

Registry Fields

Track recurring case parameters with:

  • case id and public display name,
  • parameter name and unit,
  • base value and uncertainty range,
  • source or chapter of origin,
  • scenario tag,
  • intended teaching role,
  • confidentiality status.

Drift Classes

ClassMeaning
intentional-scenariovalue changes because scenario changes
roundingharmless numerical rounding
stale-valueold value remains after later update
naming-driftsame object has multiple names
contradictionincompatible values without explanation

Output Schema

json
{
"case_id": "ultima_thule",
"parameter": "export_pressure_bara",
"values": [
{"chapter": "ch26", "value": 120.0, "unit": "bara"},
{"chapter": "ch31", "value": 150.0, "unit": "bara"}
],
"classification": "intentional-scenario",
"required_note": "Explain that Chapter 31 evaluates the high-pressure export case."
}

Safety Rules

  • Protect private case identifiers and document names.
  • Do not collapse uncertainty ranges to one number.
  • Do not erase scenario variation that supports teaching.

Security

  • Security scanPassed, 95 of 100Pattern checks on the skill's files.
  • Model reviewPassed

Quality evaluation

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Source

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