equinor/neqsim/paperlab-paper-to-book-chapter

Claude Code and agent skill by equinor/neqsim

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Checking that the SKILL.md file is still in the repository.

Transform validated PaperLab papers into teachable book chapters, sections, worked examples, exercises, notebooks, and figure discussions.

Install

npx vskill@latest install equinor/neqsim/paperlab-paper-to-book-chapter

SKILL.md

PaperLab Paper to Book Chapter

When to Use

USE WHEN: reusing a finished paper inside a textbook, monograph, course book, or professional handbook.

Transformation Pattern

Paper elementBook adaptation
Abstractchapter motivation and learning path
Methodstheory section plus implementation notes
Resultsworked examples, figures, and exercises
Discussionengineering interpretation and limitations
Supplementary datanotebooks and labs

Workflow

  1. Extract validated claims, assumptions, figures, and citations.
  2. Add prerequisite context and learning objectives.
  3. Expand methods into stepwise explanations and worked examples.
  4. Turn sensitivity or benchmark results into exercises.
  5. Preserve provenance with a paper-to-chapter mapping.

Pass Criteria

  • The chapter teaches rather than merely reprints the paper.
  • Paper claims remain traceable to results or citations.
  • Figures have observation, mechanism, implication, and recommendation discussion.
  • Exercises support learning objectives.

Safety Rules

  • Do not remove limitations or assumptions from paper results.
  • Do not duplicate text in a way that creates self-plagiarism risk for submission contexts.
  • Keep notebook outputs synchronized with chapter numbers and figure names.

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

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