Agent skill

Neurips Review Process

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when explaining or diagnosing the NeurIPS main-track review process, including OpenReview, reviewer and AC roles, contribution-type review, ethics flags, reciprocal…

No licenceAuto-check passed

Install Neurips Review Process

skills CLI
$ npx skills add franklee16/academic-research-skills --skill neurips-review-process -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install franklee16/academic-research-skills neurips-review-process --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Awesome-Journal-Skills-main/NeurIPS-Skills/skills/neurips-review-process .claude/skills/neurips-review-process && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
neurips-review-process
GitHub stars
223
Used in
1 other repo
Token cost
~531 tokens
SKILL.md length
220 words
Files
1
Skills in repo
1,617
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when explaining or diagnosing the NeurIPS main-track review process, including OpenReview, reviewer and AC roles, contribution-type review, ethics flags, reciprocal…

  • Works in 4 steps: Map each likely review concern to… → Predict which concerns the AC can use in… → Decide whether the problem is fixable by… → …
  • Diagnosing the NeurIPS main-track review process
  • SKILL.md covers Process model, Reviewer mental model, Diagnosis workflow and Output format
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Neurips Review Process is an agent skill from franklee16/academic-research-skills. Use when explaining or diagnosing the NeurIPS main-track review process, including OpenReview, reviewer and AC roles, contribution-type review, ethics flags, reciprocal reviewing, discussion, and LLM-review policy.

Its SKILL.md is about 530 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

The repository describes itself as: Comprehensive collection of Claude Code skills for academic research in economics, finance, and social sciences.

When your agent uses it

  • Diagnosing the NeurIPS main-track review process
  • Including OpenReview
  • Reviewer and AC roles
  • Contribution-type review

Example prompts

  • “/neurips-review-process”

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

  1. Map each likely review concern to quality, clarity, significance, ethics, reproducibility, or fit.
  2. Predict which concerns the AC can use in a meta-review.
  3. Decide whether the problem is fixable by clarification, extra analysis, better framing, or
  4. For author response, prioritize issues that change decision logic rather than issues that only

What it can do on your machine

Read from SKILL.md and the folder at commit 9a4b2db. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Neurips Review Process loads about 531 tokens when it runs. Until then it costs about 59 tokens; SKILL.md has 220 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~59
When it runs · the whole SKILL.md, loaded when a task matches
~531

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 220 words (~531 tokens).

“Use this skill to reason about what reviewers and ACs are likely to do with a submission. Do not use it to infer acceptance odds from folklore; use it to identify decision-relevant weaknesses.”

— opening of SKILL.md by franklee16
name
neurips-review-process

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/NeurIPS-Skills/skills/neurips-review-process of franklee16/academic-research-skills.

Open the folder on GitHubat commit 9a4b2db

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in franklee16/academic-research-skills, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Neurips Review Process next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Neurips Review Process compared with similar skills
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Logic Explainsickn33/agentic-awesome-skills47k1 repos~894Automated safety check: PassMIT
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Questions about Neurips Review Process

What does Neurips Review Process do?

A skill your agent uses when explaining or diagnosing the NeurIPS main-track review process, including OpenReview, reviewer and AC roles, contribution-type review, ethics flags, reciprocal…. Neurips Review Process is an agent skill from franklee16/academic-research-skills. Use when explaining or diagnosing the NeurIPS main-track review process, including OpenReview, reviewer and AC roles, contribution-type review, ethics flags, reciprocal reviewing, discussion, and LLM-review policy.

When should I use Neurips Review Process?

Neurips Review Process fits situations like: diagnosing the NeurIPS main-track review process; including OpenReview; reviewer and AC roles; contribution-type review.

How do I install Neurips Review Process in Claude Code?

Run `npx skills add franklee16/academic-research-skills --skill neurips-review-process -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/NeurIPS-Skills/skills/neurips-review-process in franklee16/academic-research-skills) into .claude/skills/neurips-review-process in your project. Claude Code loads it when a task matches its description.

How do I install Neurips Review Process in Codex?

Run `npx skills add franklee16/academic-research-skills --skill neurips-review-process -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/NeurIPS-Skills/skills/neurips-review-process in franklee16/academic-research-skills) into .agents/skills/neurips-review-process in your project. Codex loads it when a task matches its description.

Can I use Neurips Review Process in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add franklee16/academic-research-skills --skill neurips-review-process -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/neurips-review-process, .gemini/skills/neurips-review-process, .github/skills/neurips-review-process and .opencode/skills/neurips-review-process in your project.

What does Neurips Review Process need to run?

SKILL.md names no scripts, command-line tools or credentials: Neurips Review Process is instructions for the agent only.

Does Neurips Review Process access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Neurips Review Process safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Neurips Review Process use?

No licence was found for Neurips Review Process or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Neurips Review Process use?

About 531 tokens (SKILL.md is roughly 2.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Neurips Review Process?

Skills that share tags, products or a category with Neurips Review Process: Diagnose Gateway (openclaw/openclaw, 392k stars), Diagnose (github/awesome-copilot, 40k stars), Explain Usage (asgeirtj/system_prompts_leaks, 69k stars) and Logic Explain (sickn33/agentic-awesome-skills, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Neurips Review Process?

franklee16 (a GitHub user) maintains it in franklee16/academic-research-skills, which has 223 GitHub stars. The repository holds 1,617 skills in this directory. The repository was last updated on September 18, 2026.

Source: franklee16/academic-research-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.