paperlab-multireviewer-simulation SKILL.md skillA
paperlab-multireviewer-simulation 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-multireviewer-simulation@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-multireviewer-simulation/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260919.77c34a0, committed Sep 19, 2026
- Size
- 1,296 bytes
- Repository stars
- 167
- License
- Apache-2.0
Run a simulated multi-reviewer critique of PaperLab manuscripts and books, covering novelty, methods, evidence, reproducibility, figures, and journal fit.
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 Multi-Reviewer Simulation ## When to Use USE WHEN: preparing a manuscript, revision, or book release for serious external review. ## Reviewer Roles - handling editor, - thermodynamics or process-simulation expert, - numerical methods reviewer, - reproducibility reviewer, - application/domain reviewer, - figure and table reviewer. ## Rubric Score 1 to 5 for: - novelty, - evidence strength, - method clarity, - statistical validity, - reproducibility, - limitations disclosure, - figure narrative, - journal or publisher fit. ## Output Pattern ```markdown ## Reviewer 2: Numerical Methods Major comments: - ... Minor comments: - ... Decision tendency: major revision ``` ## Pass Criteria - All blocker comments map to fixable evidence or prose actions. - Editorial risk is explicit. - The recommended decision is justified by the manuscript, not by taste alone. ## Safety Rules - Do not fabricate external peer-review outcomes. - Keep review comments anchored to manuscript sections and artifacts. - Separate required fixes from optional polish.
Read the whole file at its exact version.
How to install
mdr add equinor/neqsim/paperlab-multireviewer-simulation@sha256:f106075def2b11a6The 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_fyvkvaqzprkk45ak)
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 (1296 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_fyvkvaqzprkk45ak GET https://markdownregistry.com/api/v1/resolve?ref=equinor/neqsim/paperlab-multireviewer-simulation GET https://markdownregistry.com/api/v1/blob/f106075def2b11a60462e8717541d5141f9db49cb74127ac25fdce746aaf09e6
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.