paperlab-reproducibility-capsule skillA
paperlab-reproducibility-capsule is agent-read markdown (skill) from equinor/neqsim: Build PaperLab reproducibility capsules with raw data, scripts, notebooks, command logs, environment records, seeds, manifests, and rerun instructions..
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 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@git:20260919.77c34a0mdr add equinor/neqsim/paperlab-reproducibility-capsule@sha256:00a3c034ae48ca72Pin 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_k6yruliyl2cxkmjk)
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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 (1349 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_k6yruliyl2cxkmjk GET https://markdownregistry.com/api/v1/resolve?ref=equinor/neqsim/paperlab-reproducibility-capsule GET https://markdownregistry.com/api/v1/blob/00a3c034ae48ca7275c2aad0a474878fef3c2abd42389cda3e8b41b787f7991f
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.