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Agent Skill · 研究检索

paper-self-review(论文自评)

paper-self-review 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

paper-self-review 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为只读;许可证信息还不明确,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 25,508。

总安装 3,754周安装 158GitHub Stars 3,509下载 1,315核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:paper-self-review(论文自评)
来源仓库:https://github.com/galaxy-dawn/claude-scholar
仓库路径:skills/paper-self-review
安装命令:
npx skills add https://github.com/galaxy-dawn/claude-scholar --skill paper-self-review
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/galaxy-dawn/claude-scholar --skill paper-self-review

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

提供系统化的论文质量检查流程,帮助研究人员在提交前发现并解决问题。适用于论文提交前的全面审查,提高论文质量和接受率。paper-self-review 属于研究检索类 Skill,可作为该场景下的辅助能力补充。通过逐节复习题和最终 verdict 总结来组织审查过程。

需确认权限范围和维护状态,可能涉及联网和文件读写操作。建议结合原始 README 核验具体用法和安全审计结果。

来源仓库内路径:skills/paper-self-review

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/galaxy-dawn/claude-scholar --skill paper-self-…;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它标注为只读,先用只读任务试一次,确认行为符合预期再扩大使用范围。

常见问题

6 条

paper-self-review 怎么安装?

在终端执行 npx skills add https://github.com/galaxy-dawn/claude-scholar --skill paper-self-review。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

paper-self-review 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

paper-self-review 需要什么权限?

权限级别是只读。该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

paper-self-review 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

paper-self-review 用的人多吗?

公开数据是累计安装 3,754 次,近一周安装 158 次,下载 1,315 次,GitHub 3,509 星。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

paper-self-review 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 第三方扫描已通过,常见的高风险行为没有命中。
  • 来源仓库有 3,509 星,维护活跃度相对可查。
  • 标注为只读权限,试用阶段不容易误改本地文件。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。
  • 只想先试试效果、不希望它改动本地文件的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
paper-self-review

论文自评 · 本页

3,7543,509只读未明确通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Paper Self-Review

A systematic paper quality checking tool that helps researchers conduct comprehensive self-review before submission.

Core Features

1. Structure Review

Check whether all sections of the paper are complete and conform to academic standards:

  • Does the Abstract include problem, method, results, and contributions?
  • Does the Introduction clearly articulate research motivation and background?
  • Is the Method detailed enough to be reproducible?
  • Do the Results sufficiently support the conclusions?
  • Does the Discussion address limitations and future work?

2. Logic Consistency Check

Verify the logical coherence of the paper:

  • Do research questions match the methodology?
  • Does the experimental design support the research hypotheses?
  • Are result interpretations reasonable?
  • Are conclusions supported by evidence?

3. Citation Completeness

Check the completeness and accuracy of citations:

  • Are all citations present in the references?
  • Is the reference format consistent?
  • Are key related works cited?
  • Do citations accurately reflect the original content?

4. Figure/Table Quality

Evaluate the quality and effectiveness of figures and tables:

  • Do all figures/tables have clear titles and captions?
  • Do figures/tables support the text narrative?
  • Are figures/tables clear and readable?
  • Do formats comply with journal/conference requirements?

5. Writing Clarity

Check writing clarity and readability:

  • Is the language concise and clear?
  • Is technical terminology used appropriately?
  • Are sentence structures clear?
  • Is paragraph organization logical?

Quality Checklist

Use this checklist for systematic paper self-review:

Paper Quality Checklist:
- [ ] Abstract includes problem, method, results, contributions
- [ ] Introduction clearly states research motivation
- [ ] Method is reproducible
- [ ] Results support conclusions
- [ ] Discussion addresses limitations
- [ ] All figures/tables have captions
- [ ] Citations are complete and accurate

When to Use

Use this skill in the following scenarios:

  • Pre-submission check - Final review before submitting to a journal or conference
  • After first draft - Systematic review after completing the first draft
  • Before advisor review - Self-check before requesting advisor feedback to improve quality
  • Post-revision verification - After revising based on reviewer comments, verify all issues are addressed
  • Collaborator review - Quality check before sending to collaborators

Review Process

Follow these steps for systematic paper review:

Step 1: Structure Review

Start with the overall structure, checking if all sections are complete and logically coherent.

Step 2: Content Review

Dive into each section, checking content accuracy and completeness.

Step 3: Citation Check

Verify the completeness and accuracy of all citations.

Step 4: Figure/Table Review

Check the quality and captions of all figures and tables.

Step 5: Writing Quality

Review language expression and writing clarity.

Step 6: Final Checklist

Use the quality checklist for final verification.

Best Practices

Review Timing

  • Spaced review - Wait 1-2 days after completing the draft before reviewing to maintain objectivity
  • Multiple rounds - Conduct multiple review rounds, focusing on different aspects each time
  • Print review - Print a hard copy for review; issues are easier to spot on paper

Review Techniques

  • Reverse reading - Read from conclusion backwards to check logical coherence
  • Read aloud - Reading the paper aloud helps identify language issues
  • Reviewer perspective - Assume you are a reviewer and read critically

Common Issues

  • Abstract too brief or too verbose
  • Introduction lacks clear research question statement
  • Method lacks sufficient detail for reproduction
  • Results lack statistical significance tests
  • Discussion doesn't address research limitations
  • Figures/tables lack clear titles and captions
  • Inconsistent citation formatting

Summary

The Paper Self-Review skill provides a systematic paper quality checking process, helping researchers identify and resolve issues before submission, improving paper quality and acceptance rates.

Reference Files

Load only what is needed:

  • references/SECTION-CHECKLIST.md - section-by-section review questions
  • references/FINAL-VERDICT.md - how to summarize submission readiness and blocking issues
  • examples/example-self-review.md - example review output

平台分布

Codex

33.47%
按下载量换算440

Claude

31.91%
按下载量换算420

Cursor

19.78%
按下载量换算260

Gemini CLI

9.59%
按下载量换算126

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

通过

权限和风险

只读

该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。目前只有一个公开来源,建议同时核对源仓库。

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