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paper-self-review论文自评

Agent Skill

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。

总安装

3,754

周安装

158

GitHub Stars

3,509

下载量

1,315
CodexClaudeCursorGemini CLI

安装说明

本站只整理中文说明和来源信息,不托管安装包,也不代用户安装。

GitHub

来源数

2

许可证

unknown

最后核验

2026-05-01

来源状态

来源可访问

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

简介

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。

SKILL.md

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

适合场景

01

用户想查找某类 Agent Skill 时

02

需要根据任务场景推荐可安装能力包时

03

需要对比不同来源的安装命令和来源信息时

能力概览

能力 1

按任务关键词查找相关 Skills

能力 2

展示可复制的安装命令

能力 3

保留来源站点、仓库和原始说明,方便继续核验

能力 4

展示第三方安全扫描或审计结果

安装后应在对应宿主中按原始 README 的触发条件使用;具体调用方式请以来源页面和 README 为准。

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。当前只有一个来源,正式发布前建议补源仓库或其他目录站核验。

来源信息

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