Review Paper
maxwell2732/paper-replicate-agent-demo
Comprehensive manuscript review covering argument structure, econometric specification, citation completeness, and potential referee objections
Comprehensive manuscript review covering argument structure, econometric specification, citation completeness, and potential referee objections.
Install Review Paper
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill review-paper -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills review-paper --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/15-Felpix-Studios-social-science-research/skills/review-paper .claude/skills/review-paper && rm -rf skills-srcUse ~/.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/
Install the "review-paper" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/15-Felpix-Studios-social-science-research/skills/review-paper into .claude/skills/review-paper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-paper", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/15-Felpix-Studios-social-science-research/skills/review-paperType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill review-paper -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills review-paper --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/15-Felpix-Studios-social-science-research/skills/review-paper .agents/skills/review-paper && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "review-paper" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/15-Felpix-Studios-social-science-research/skills/review-paper into .agents/skills/review-paper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-paper", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill review-paper -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills review-paper --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/15-Felpix-Studios-social-science-research/skills/review-paper .cursor/skills/review-paper && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "review-paper" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/15-Felpix-Studios-social-science-research/skills/review-paper into .cursor/skills/review-paper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-paper", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git --path skills/15-Felpix-Studios-social-science-research/skills/review-paper--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill review-paper -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills review-paper --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/15-Felpix-Studios-social-science-research/skills/review-paper .gemini/skills/review-paper && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "review-paper" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/15-Felpix-Studios-social-science-research/skills/review-paper into .gemini/skills/review-paper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-paper", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills review-paperInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill review-paper -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/15-Felpix-Studios-social-science-research/skills/review-paper .github/skills/review-paper && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "review-paper" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/15-Felpix-Studios-social-science-research/skills/review-paper into .github/skills/review-paper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-paper", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill review-paper -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills review-paper --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/15-Felpix-Studios-social-science-research/skills/review-paper .opencode/skills/review-paper && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "review-paper" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/15-Felpix-Studios-social-science-research/skills/review-paper into .opencode/skills/review-paper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "review-paper", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
review-paper- GitHub stars
- 4.6k
- Token cost
- ~1.6k tokens
- SKILL.md length
- 480 words
- Files
- 1
- Skills in repo
- 383
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Comprehensive manuscript review covering argument structure, econometric specification, citation completeness, and potential referee objections.
- The user wants substantive academic feedback on a paper — not just surface edits
- SKILL.md covers Steps, Step 3: Dispatch…, Steps 4-5: Skill Evaluates… and Review Dimensions, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Include: review my paper
What it does
Review Paper is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. Comprehensive manuscript review covering argument structure, econometric specification, citation completeness, and potential referee objections. Make sure to use this skill whenever the user wants substantive academic feedback on a paper — not just surface edits. Triggers include: "review my paper", "give me feedback on this draft", "what would a referee say", "anticipate referee objections", "act as a referee", "check my identification strategy", "is my argument convincing", "review this manuscript", "critique…
Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Research & Science, covering Peer review, Econometrics and empirical research and Citation management. The repository describes itself as: 🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库，覆盖8大社会科学学科的实证研究。CoPaper.AI…
When your agent uses it
- The user wants substantive academic feedback on a paper — not just surface edits
- Include: review my paper
- Give me feedback on this draft
- What would a referee say
Example prompts
- “review my paper”
- “give me feedback on this draft”
- “what would a referee say”
- “/review-paper”
Requirements
- Pre-approved tools (allowed-tools): Read, Grep, Glob, Write, Task
What it can do on your machine
Read from SKILL.md and the folder at commit 9fa87d8. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
ReadGrepGlobWriteTask
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).
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
Review Paper loads about 1.6k tokens when it runs. Until then it costs about 161 tokens; SKILL.md has 480 words of instructions outside code blocks.
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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 480 words (~1,593 tokens).
“Produce a thorough, constructive review of an academic manuscript — the kind of report a top-journal referee would write.”
- name
- review-paper
- allowed-tools
- Read, Grep, Glob, Write, Task
- argument-hint
- [paper filename in manuscripts/ or path to .tex/.pdf]
Files
Just SKILL.md in skills/15-Felpix-Studios-social-science-research/skills/review-paper of brycewang-stanford/Auto-Empirical-Research-Skills.
Open the folder on GitHubat commit 9fa87d8
Compare with similar skills
Review Paper 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Review Paper this skillbrycewang-stanford/Auto-Empirical-Research-Skills | 4.6k | — | ~1.6k | Automated safety check: Pass | Custom licence | |
| Review Papermaxwell2732/paper-replicate-agent-demo | 137 | 2 repos | ~1.1k | Automated safety check: Pass | None | |
| Academic Paper Writing PipelineImbad0202/academic-research-skills | 51k | — | ~16k | Automated safety check: Pass | Custom licence | |
| Peer ReviewK-Dense-AI/claude-scientific-writer | 2.4k | 2 repos | ~3.1k | Automated safety check: Notes | MIT | |
| Academic Research Suite for CodexImbad0202/academic-research-skills-codex | 12k | — | ~12k | Automated safety check: Pass | Custom licence | |
| Social Science Paper Writingfakerqwq/social-science-paper-writing-skill | 382 | — | ~7k | Automated safety check: Pass | None |
Similar skills
Academic Paper Writing Pipeline
Imbad0202/academic-research-skills
Runs a 12-agent pipeline that plans, drafts, cites, reviews and formats academic papers, with modes for revision, rebuttals, abstracts and citation checks.
Peer Review
K-Dense-AI/claude-scientific-writer
Prepare evidence-bounded, constructive peer-review drafts and structured manuscript assessments.
Academic Research Suite for Codex
Imbad0202/academic-research-skills-codex
A router skill that sends academic work such as literature reviews, drafting, citation checks, peer review and revision to the right workflow in the ARS suite.
Social Science Paper Writing
fakerqwq/social-science-paper-writing-skill
Helps draft, diagnose, review and revise social science papers, from topic and research question to literature review, citation risks and pre-submission checks.
Scholar Causal
joshzyj/open-scholar-skill
Comprehensive causal inference toolkit for social science research.
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Related
Categories
Questions about Review Paper
What does Review Paper do?
Comprehensive manuscript review covering argument structure, econometric specification, citation completeness, and potential referee objections. Review Paper is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. Comprehensive manuscript review covering argument structure, econometric specification, citation completeness, and potential referee objections.
When should I use Review Paper?
Review Paper fits situations like: the user wants substantive academic feedback on a paper — not just surface edits; include: review my paper; give me feedback on this draft; what would a referee say.
How do I install Review Paper in Claude Code?
Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill review-paper -a claude-code`. Or copy the skill folder (skills/15-Felpix-Studios-social-science-research/skills/review-paper in brycewang-stanford/Auto-Empirical-Research-Skills) into .claude/skills/review-paper in your project. Claude Code loads it when a task matches its description.
How do I install Review Paper in Codex?
Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill review-paper -a codex`. Or copy the skill folder (skills/15-Felpix-Studios-social-science-research/skills/review-paper in brycewang-stanford/Auto-Empirical-Research-Skills) into .agents/skills/review-paper in your project. Codex loads it when a task matches its description.
Can I use Review Paper 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 brycewang-stanford/Auto-Empirical-Research-Skills --skill review-paper -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/review-paper, .gemini/skills/review-paper, .github/skills/review-paper and .opencode/skills/review-paper in your project.
What does Review Paper need to run?
SKILL.md names no scripts, command-line tools or credentials: Review Paper is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Grep, Glob, Write, Task.
Does Review Paper 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 Review Paper 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 Review Paper use?
Review Paper has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Review Paper use?
About 1.6k tokens (SKILL.md is roughly 6.4k 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 Review Paper?
Skills that share tags, products or a category with Review Paper: Review Paper (maxwell2732/paper-replicate-agent-demo, 137 stars), Academic Paper Writing Pipeline (Imbad0202/academic-research-skills, 51k stars), Peer Review (K-Dense-AI/claude-scientific-writer, 2.4k stars) and Academic Research Suite for Codex (Imbad0202/academic-research-skills-codex, 12k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Review Paper?
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Auto-Empirical-Research-Skills, which has 4,556 GitHub stars. The repository holds 383 skills in this directory. The repository was last updated on October 5, 2026.
Source: brycewang-stanford/Auto-Empirical-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.