Peer Review
spacering-net/codeg
Structured manuscript/grant review with checklist-based evaluation.
模拟学术同行评审,从原创性、方法论、结果、写作四个维度系统分析论文,给出明确的 Major/Minor Revision 建议和可操作的修改意见。当用户提出审稿请求,例如“帮我审一下论文”、“模拟审稿”、“给我的 paper 做 peer review”、“论文投稿前想找人看看”或提及自查、诊断、评审练习等场景时触发。
$ npx skills add rongxinzy/RongxinAI --skill paper-review-coach -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install rongxinzy/RongxinAI paper-review-coach --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/rongxinzy/RongxinAI.git skills-src && mkdir -p .claude/skills && cp -r skills-src/SKILLs/paper-review-coach .claude/skills/paper-review-coach && 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 "paper-review-coach" agent skill from https://github.com/rongxinzy/RongxinAI/tree/main/SKILLs/paper-review-coach into .claude/skills/paper-review-coach/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-review-coach", 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/rongxinzy/RongxinAI/tree/main/SKILLs/paper-review-coachType 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 rongxinzy/RongxinAI --skill paper-review-coach -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install rongxinzy/RongxinAI paper-review-coach --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rongxinzy/RongxinAI.git skills-src && mkdir -p .agents/skills && cp -r skills-src/SKILLs/paper-review-coach .agents/skills/paper-review-coach && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "paper-review-coach" agent skill from https://github.com/rongxinzy/RongxinAI/tree/main/SKILLs/paper-review-coach into .agents/skills/paper-review-coach/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-review-coach", 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 rongxinzy/RongxinAI --skill paper-review-coach -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install rongxinzy/RongxinAI paper-review-coach --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rongxinzy/RongxinAI.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/SKILLs/paper-review-coach .cursor/skills/paper-review-coach && 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 "paper-review-coach" agent skill from https://github.com/rongxinzy/RongxinAI/tree/main/SKILLs/paper-review-coach into .cursor/skills/paper-review-coach/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-review-coach", 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/rongxinzy/RongxinAI.git --path SKILLs/paper-review-coach--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 rongxinzy/RongxinAI --skill paper-review-coach -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install rongxinzy/RongxinAI paper-review-coach --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rongxinzy/RongxinAI.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/SKILLs/paper-review-coach .gemini/skills/paper-review-coach && 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 "paper-review-coach" agent skill from https://github.com/rongxinzy/RongxinAI/tree/main/SKILLs/paper-review-coach into .gemini/skills/paper-review-coach/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-review-coach", 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 rongxinzy/RongxinAI paper-review-coachInstalls 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 rongxinzy/RongxinAI --skill paper-review-coach -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/rongxinzy/RongxinAI.git skills-src && mkdir -p .github/skills && cp -r skills-src/SKILLs/paper-review-coach .github/skills/paper-review-coach && 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 "paper-review-coach" agent skill from https://github.com/rongxinzy/RongxinAI/tree/main/SKILLs/paper-review-coach into .github/skills/paper-review-coach/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-review-coach", 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 rongxinzy/RongxinAI --skill paper-review-coach -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install rongxinzy/RongxinAI paper-review-coach --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rongxinzy/RongxinAI.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/SKILLs/paper-review-coach .opencode/skills/paper-review-coach && 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 "paper-review-coach" agent skill from https://github.com/rongxinzy/RongxinAI/tree/main/SKILLs/paper-review-coach into .opencode/skills/paper-review-coach/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "paper-review-coach", 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.
paper-review-coach模拟学术同行评审,从原创性、方法论、结果、写作四个维度系统分析论文,给出明确的 Major/Minor Revision 建议和可操作的修改意见。当用户提出审稿请求,例如“帮我审一下论文”、“模拟审稿”、“给我的 paper 做 peer review”、“论文投稿前想找人看看”或提及自查、诊断、评审练习等场景时触发。
Paper Review Coach is an agent skill from rongxinzy/RongxinAI. 模拟学术同行评审,从原创性、方法论、结果、写作四个维度系统分析论文,给出明确的 Major/Minor Revision 建议和可操作的修改意见。当用户提出审稿请求,例如“帮我审一下论文”、“模拟审稿”、“给我的 paper 做 peer review”、“论文投稿前想找人看看”或提及自查、诊断、评审练习等场景时触发。
Its SKILL.md is about 1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files (for example `zhiyuan/metadata.yaml`).
It sits in Research & Science, covering Peer review. The repository describes itself as: An all-in-one local AI Agent workspace with a fully self-developed stack. The licence is MIT.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 9c64865. It shows what the files ask for, not the result of running them.
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.
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.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Paper Review Coach loads about 1k tokens when it runs. Until then it costs about 45 tokens; SKILL.md has 130 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.
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.
The full file from rongxinzy/RongxinAI at commit 9c64865, republished under its MIT licence (© rongxinzy). 130 words, ~1,001 tokens.
.claude/skills/paper-review-coach/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.你是一位资深学术审稿人,拥有跨学科的同行评审经验。当用户提交论文内容(摘要、全文或特定章节)时,你将从 原创性(Originality)、方法论(Methodology)、结果(Results)、写作(Writing) 四个核心维度进行系统评审,并给出结构化的 Major/Minor Revision 建议。
请用户提供以下信息(至少提供前两项):
若用户未指定目标期刊,按该学科领域高水平期刊的通用标准进行评审。
评估论文的学术创新程度和对现有知识体系的贡献。
评审要点:
常见问题示例:
评估研究方法的科学性、合理性和可复现性。
评审要点:
常见问题示例:
评估实验结果的可靠性、完整性和解释的合理性。
评审要点:
常见问题示例:
评估论文的表达质量、逻辑结构和学术规范。
评审要点:
常见问题示例:
必须解决的核心问题,不解决则论文不具备发表条件:
建议改进的问题,修改后可显著提升论文质量:
对用户提交的每篇论文,按以下结构输出评审报告:
## 📋 同行评审报告
### 总体评价
- **推荐决定**:[Accept / Minor Revision / Major Revision / Reject]
- **总体评分**:[1-10 分]
- **一句话总结**:[对论文的整体评价,包括主要优点和核心问题]
---
### 1. 原创性(Originality)
**评分**:[1-10]
**优点:**
- [列出原创性方面的亮点]
**问题与建议:**
- 🔴 **Major**:[问题描述] → [具体修改建议]
- 🟡 **Minor**:[问题描述] → [具体修改建议]
---
### 2. 方法论(Methodology)
**评分**:[1-10]
**优点:**
- [列出方法论方面的亮点]
**问题与建议:**
- 🔴 **Major**:[问题描述] → [具体修改建议]
- 🟡 **Minor**:[问题描述] → [具体修改建议]
---
### 3. 结果(Results)
**评分**:[1-10]
**优点:**
- [列出结果方面的亮点]
**问题与建议:**
- 🔴 **Major**:[问题描述] → [具体修改建议]
- 🟡 **Minor**:[问题描述] → [具体修改建议]
---
### 4. 写作(Writing)
**评分**:[1-10]
**优点:**
- [列出写作方面的亮点]
**问题与建议:**
- 🔴 **Major**:[问题描述] → [具体修改建议]
- 🟡 **Minor**:[问题描述] → [具体修改建议]
---
### 修改优先级清单
按重要性排序的修改建议,帮助作者高效改稿:
| 优先级 | 维度 | 类型 | 修改内容 |
|--------|------|------|----------|
| 1 | [维度] | Major | [简述] |
| 2 | [维度] | Major | [简述] |
| 3 | [维度] | Minor | [简述] |
| ... | ... | ... | ... |
---
### 给作者的整体建议
[2-3 段综合建议,包括论文的核心竞争力、最需要加强的方面、以及改稿策略建议]© rongxinzy, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 3 other files in SKILLs/paper-review-coach of rongxinzy/RongxinAI.
Open the folder on GitHubat commit 9c64865
Paper Review Coach 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 |
|---|---|---|---|---|---|---|
| Paper Review Coach this skillrongxinzy/RongxinAI | 154 | — | ~1k | Automated safety check: Pass | MIT | |
| Peer Reviewspacering-net/codeg | 3.9k | 17 repos | ~5.9k | Automated safety check: Notes | MIT | |
| Scholar Evaluationspacering-net/codeg | 3.9k | 11 repos | ~3.2k | Automated safety check: Pass | MIT | |
| Academic Paper Writing PipelineImbad0202/academic-research-skills | 51k | — | ~16k | Automated safety check: Pass | Custom licence | |
| Academic Paper ReviewerImbad0202/academic-research-skills | 51k | — | ~11k | Automated safety check: Pass | Custom licence | |
| Peer ReviewK-Dense-AI/claude-scientific-writer | 2.4k | 2 repos | ~3.1k | Automated safety check: Notes | MIT |
spacering-net/codeg
Structured manuscript/grant review with checklist-based evaluation.
spacering-net/codeg
Systematically evaluate scholarly work using the ScholarEval framework, providing structured assessment across research quality dimensions including problem formulation, methodology, analysis, and…
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.
Imbad0202/academic-research-skills
Simulates a journal peer review of a manuscript with a five-seat reviewer panel, an editorial synthesizer and several review modes.
K-Dense-AI/claude-scientific-writer
Prepare evidence-bounded, constructive peer-review drafts and structured manuscript assessments.
Imbad0202/academic-research-skills
Orchestrates a ten-stage academic workflow from research to finished manuscript, including integrity checks, two rounds of peer review and revision.
rongxinzy/RongxinAI
SaaS financial health advisor. An agent skill from rongxinzy/RongxinAI.
rongxinzy/RongxinAI
Reduce voluntary and involuntary churn through cancel flow design, save offers, exit surveys, and dunning sequences.
rongxinzy/RongxinAI
The only skill for creating a new PowerPoint deck. An agent skill from rongxinzy/RongxinAI.
rongxinzy/RongxinAI
ZhiYuan Agent expert package lifecycle manager for the pi engine.
rongxinzy/RongxinAI
Professional Ziwei Doushu consultation skill with an offline calculation engine.
rongxinzy/RongxinAI
飞书邮箱:Use when user mentions 起草邮件、写邮件、草稿、发送/回复/转发邮件、查阅邮件、看邮件、搜索邮件、邮件文件夹、邮件标签、邮件联系人、监听新邮件、邮件收信规则等;use for mail/email intent only.
Categories
模拟学术同行评审,从原创性、方法论、结果、写作四个维度系统分析论文,给出明确的 Major/Minor Revision 建议和可操作的修改意见。当用户提出审稿请求,例如“帮我审一下论文”、“模拟审稿”、“给我的 paper 做 peer review”、“论文投稿前想找人看看”或提及自查、诊断、评审练习等场景时触发。. Paper Review Coach is an agent skill from rongxinzy/RongxinAI.
Paper Review Coach fits situations like: tasks that involve Peer review.
Run `npx skills add rongxinzy/RongxinAI --skill paper-review-coach -a claude-code`. Or copy the skill folder (SKILLs/paper-review-coach in rongxinzy/RongxinAI) into .claude/skills/paper-review-coach in your project. Claude Code loads it when a task matches its description.
Run `npx skills add rongxinzy/RongxinAI --skill paper-review-coach -a codex`. Or copy the skill folder (SKILLs/paper-review-coach in rongxinzy/RongxinAI) into .agents/skills/paper-review-coach in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add rongxinzy/RongxinAI --skill paper-review-coach -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/paper-review-coach, .gemini/skills/paper-review-coach, .github/skills/paper-review-coach and .opencode/skills/paper-review-coach in your project.
SKILL.md names no scripts, command-line tools or credentials: Paper Review Coach is instructions for the agent only.
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.
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.
Paper Review Coach is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 1k tokens (SKILL.md is roughly 4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Paper Review Coach: Peer Review (spacering-net/codeg, 3.9k stars), Scholar Evaluation (spacering-net/codeg, 3.9k stars), Academic Paper Writing Pipeline (Imbad0202/academic-research-skills, 51k stars) and Academic Paper Reviewer (Imbad0202/academic-research-skills, 51k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
rongxinzy (a GitHub organization) maintains it in rongxinzy/RongxinAI, which has 154 GitHub stars. The repository holds 94 skills in this directory. The repository was last updated on October 10, 2026.
Source: rongxinzy/RongxinAI on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.