equinor/neqsim · neqsim-paperlab/skills/paperlab_student_readability/SKILL.md

paperlab_student_readability skillA

paperlab_student_readability is agent-read markdown (skill) from equinor/neqsim: 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..

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.

How to install

Latest version
mdr add equinor/neqsim/paperlab_student_readability@git:20260503.30fdd58
Exact content
mdr add equinor/neqsim/paperlab_student_readability@sha256:1da8eff2a750ae8f

Pin 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_upkwgudjfs4s44qd.svg)](https://markdownregistry.com/a/art_upkwgudjfs4s44qd)

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Versions

versioncommittedcommitsizeaudit
git:20260503.30fdd58 latest2026-05-03 30fdd58 3,791 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (3791 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

GitHub

equinor/neqsim · 153 stars · license Apache-2.0 · pushed 2026-09-17 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_upkwgudjfs4s44qd
GET https://markdownregistry.com/api/v1/resolve?ref=equinor/neqsim/paperlab_student_readability
GET https://markdownregistry.com/api/v1/blob/1da8eff2a750ae8f40aa9da308896fd5fbd0a004863d730830a3be0ca6264591

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.