paper-review-panel SKILL.md skillA
paper-review-panel from sidiangongyuan/codex-skills-library is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add sidiangongyuan/codex-skills-library/paper-review-panel@git:20260727.8247c94Pins git:20260727.8247c94 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- sidiangongyuan/codex-skills-library
- Path
skills/paper-review-panel/SKILL.md- Versions recorded
- 4
- Latest version
- git:20260727.8247c94, committed Jul 27, 2026
- First version recorded
- Jul 12, 2026
- Size
- 5,850 bytes
- Repository stars
- 24
- License
- MIT
Use when independently reviewing a research-paper draft before submission, running a mock top-conference panel, assessing readiness or accept/reject risk, or predicting reviewer concerns for venues such as CVPR, ICCV, ECCV, ICLR, NeurIPS, and AAAI. Does not draft or audit author responses after official reviews arrive.
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
# Paper Review Panel
## Core Rule
This skill owns pre-submission paper review and readiness assessment. Review by
default. Do not edit the paper, mutate LaTeX, change figures, rerun experiments,
or patch files unless the user separately asks for implementation. The output
is an official-review-style synthesis plus compact revision priorities.
Once official reviews arrive, stop using this skill as the workflow owner. Use
`$rebuttal-response-skills` for exact concern mapping, evidence integration,
author-response drafting, and response audits.
## Workflow
1. Ground the review in artifacts.
- Prefer the compiled PDF first when available; inspect layout, figures,
tables, appendix, and references as a reviewer would see them.
- Read the source text, bibliography, figure/table sources, logs, or result
artifacts only as needed to verify claims and locate concrete anchors.
- Use `$research-evidence` for citation/reference sanity checks or literature
positioning when a review finding depends on external evidence.
- For novelty, related-work, score-prediction, reviewer-risk,
submission-readiness, or final-submission reviews, run a recent-literature
…Read the whole file at its exact version.
How to install
mdr add sidiangongyuan/codex-skills-library/paper-review-panel@sha256:419fd54bb46d5b1cThe line at the top of this page pins the label git:20260727.8247c94, 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_xdjo35vimapitrhu)
6 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Jul 12, 2026 and Jul 27, 2026, about one every 5 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260727.8247c94 latest | 2026-07-27 | 8247c94 | 5,850 B | A | view · diff |
| git:20260715.9c5b5aa | 2026-07-15 | 9c5b5aa | 5,529 B | A | view · diff |
| git:20260714.b43caee | 2026-07-14 | b43caee | 4,181 B | A | view · diff |
| git:20260712.ef71354 | 2026-07-12 | ef71354 | 4,614 B | A | view |
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 (5850 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
sidiangongyuan/codex-skills-library · 24 stars · license MIT · pushed 2026-09-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_xdjo35vimapitrhu GET https://markdownregistry.com/api/v1/resolve?ref=sidiangongyuan/codex-skills-library/paper-review-panel GET https://markdownregistry.com/api/v1/blob/419fd54bb46d5b1ccdc0d85bc5125d1660bbce8221d1300c6d5c133380ed6ac2
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.