paperlab-chapter-flow-editor skillA
paperlab-chapter-flow-editor is agent-read markdown (skill) from equinor/neqsim: Edit PaperLab book chapters for narrative flow, chapter arc, section order, transitions, recurring case threads, and controlled repetition. Use when a chapter is technically correct but still feels like assembled lecture notes..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
What the file says
# PaperLab Chapter Flow Editor ## When to Use USE WHEN: improving chapter structure, transitions, case continuity, or the overall reading path of a PaperLab book. This skill is useful after source coverage, figure generation, and notebook execution have already produced enough material, but before final typesetting. DO NOT USE for: rewriting scientific claims without validation, changing numerical results, or deleting pedagogical repetition without review. ## Chapter Arc Each chapter should have a visible arc: 1. **Opening contract**: what engineering decision or student capability the chapter supports. 2. **Concept foundation**: the minimum theory, terminology, and physical logic. 3. **Engineering method**: equations, workflow, or design procedure. 4. **Computational or case example**: a worked use of the method. 5. **Decision consequence**: what the result changes for concept selection, operation, risk, or economics. 6. **Transfer forward**: how the output is reused in later chapters. ## Flow Checks Review the chapter for: - abrupt section starts that need a one-sentence bridge, - equations introduced before variables or intuition, …
Read the whole file at its exact version.
How to install
mdr add equinor/neqsim/paperlab-chapter-flow-editor@git:20260919.77c34a0mdr add equinor/neqsim/paperlab-chapter-flow-editor@sha256:fe1e8323af6361a7Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_edekmkzcg3eqv3no)
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Versions
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (3407 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
equinor/neqsim · 155 stars · license Apache-2.0 · pushed 2026-09-24 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_edekmkzcg3eqv3no GET https://markdownregistry.com/api/v1/resolve?ref=equinor/neqsim/paperlab-chapter-flow-editor GET https://markdownregistry.com/api/v1/blob/fe1e8323af6361a7b700e45868b923d589c939fe70aadc90bdb82af9ce8874d3
Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.