paperlab-scientific-traceability-audit SKILL.md skillA
paperlab-scientific-traceability-audit 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-scientific-traceability-audit@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
neqsim-paperlab/skills/paperlab-scientific-traceability-audit/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260919.77c34a0, committed Sep 19, 2026
- Size
- 3,641 bytes
- Repository stars
- 167
- License
- Apache-2.0
Audit PaperLab books for claim, figure, equation, notebook, citation, and unit traceability. Use when a book must become scientifically defensible and reproducible, especially for NeqSim-backed quantitative chapters.
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 Scientific Traceability Audit ## When to Use USE WHEN: a textbook chapter contains numbers, equations, figures, tables, or engineering recommendations that depend on calculations, simulations, standards, or source documents. This skill turns technical content into auditable content. Pair with: - `neqsim-in-writing` for NeqSim claim markers, - `neqsim-notebook-patterns` for executable notebooks, - `neqsim-regression-baselines` for stable examples, - `neqsim-standard-requirement-extraction` for clause-level standards evidence. ## Traceability Objects Track six object types: | Object | Required Evidence | |--------|-------------------| | Numeric claim | notebook cell, test, baseline, source table, or citation | | Figure | source file, notebook, generated script, or approved source document | | Equation | symbol definitions, units, source citation, and implementation link if used by NeqSim | | Table | data source, units, and update path | | Standard statement | standard code, revision, clause or paraphrased requirement | | Recommendation | preceding evidence that supports the action | ## Marker Rules …
Read the whole file at its exact version.
How to install
mdr add equinor/neqsim/paperlab-scientific-traceability-audit@sha256:42e60599b5914de5The 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_e6bvpzkgi7l7dj5o)
1 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 (3641 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_e6bvpzkgi7l7dj5o GET https://markdownregistry.com/api/v1/resolve?ref=equinor/neqsim/paperlab-scientific-traceability-audit GET https://markdownregistry.com/api/v1/blob/42e60599b5914de5a026188e2d674c5da1ace778f65d35a3746046a1980abc5d
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.