paperlab-reproducibility-capsule SKILL.md skillA
paperlab-reproducibility-capsule 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-reproducibility-capsule@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-reproducibility-capsule/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260919.77c34a0, committed Sep 19, 2026
- Size
- 1,321 bytes
- Repository stars
- 167
- License
- Apache-2.0
Build PaperLab reproducibility capsules with raw data, scripts, notebooks, command logs, environment records, seeds, manifests, and rerun instructions.
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 Reproducibility Capsule ## When to Use USE WHEN: preparing a paper submission, revision, supplementary material, or book computational appendix that must be rerunnable. ## Capsule Structure ```text replication_package/ README.md manifest.json commands.ps1 environment.txt raw_data/ scripts/ notebooks/ expected_outputs/ ``` ## Manifest Fields - NeqSim commit hash, - PaperLab commit hash, - Java version, - Python version, - dependency list, - random seeds, - input data files, - output files and tolerances, - commands required to rerun, - known platform limitations. ## Pass Criteria - A reviewer can rerun the core results without reading private notes. - Figures and summary metrics have regeneration commands. - Non-public data dependencies are clearly excluded or replaced with fixtures. - Expected numerical tolerances are stated. ## Safety Rules - Do not include internal documents, credentials, tokens, or browser profiles. - Do not rely on local absolute paths in rerun commands. - Keep large generated files out of the capsule unless required for review.
Read the whole file at its exact version.
How to install
mdr add equinor/neqsim/paperlab-reproducibility-capsule@sha256:f92ffed278be8adcThe 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_r4hluubnbd77puas)
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 (1321 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_r4hluubnbd77puas GET https://markdownregistry.com/api/v1/resolve?ref=equinor/neqsim/paperlab-reproducibility-capsule GET https://markdownregistry.com/api/v1/blob/f92ffed278be8adc5143abf7464a15fdb2a25194d76994a6b8ec7656d468242a
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.