paperlab-student-readability SKILL.md skillA
paperlab-student-readability from equinor/neqsim is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add equinor/neqsim/paperlab-student-readability@git:20260919.77c34a0Pins git:20260919.77c34a0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- equinor/neqsim
- Path
.github/skills/paperlab-student-readability/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260919.77c34a0, committed Sep 19, 2026
- Size
- 3,819 bytes
- Repository stars
- 167
- License
- Apache-2.0
Review and revise PaperLab book chapters so students can learn efficiently. Use for learning-objective alignment, prerequisite checks, worked examples, summaries, exercises, glossary consistency, and chapter-level pedagogy.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# PaperLab Student Readability ## When to Use USE WHEN: improving a PaperLab textbook or course book for student learning, especially after the scientific content is broadly complete. This skill checks whether a chapter is easy to enter, easy to follow, and useful for exam and exercise preparation. DO NOT USE for: journal-paper conciseness, renderer debugging, or technical validation of NeqSim calculations. Pair with `paperlab-scientific-traceability-audit` for scientific claims and `paperlab-book-typesetting-release` for final formats. ## Reader Model Assume the primary reader is a student who: - knows basic petroleum engineering terminology but not every industrial acronym, - learns best from worked examples and recurring case threads, - needs to connect equations, figures, and decisions, - will use the book for exercises, exams, and project work, - may be reading in English as a second language. ## Chapter Checklist For each chapter, check: 1. **Learning objectives**: 3 to 7 objectives, written as observable actions. Prefer verbs such as calculate, compare, explain, diagnose, design, and evaluate. Avoid vague objectives such as "understand processing". …
Read the whole file at its exact version.
How to install
mdr add equinor/neqsim/paperlab-student-readability@sha256:60f157985fad2b1cThe line at the top of this page pins the label git:20260919.77c34a0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_af54ldgp4j2y7p5j)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 19, 2026.
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 (3819 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 · 167 stars · license Apache-2.0 · pushed 2026-11-08 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_af54ldgp4j2y7p5j GET https://markdownregistry.com/api/v1/resolve?ref=equinor/neqsim/paperlab-student-readability GET https://markdownregistry.com/api/v1/blob/60f157985fad2b1c9a4e47ebea0c2b92757bc9e6fc83d5a1f5c839da7aaccb69
Your AI assistant 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.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.