paper-self-review — скилл для Claude Code: как установить
Проверяет структуру научной статьи, доказательность выводов, ссылки, таблицы и ясность текста перед отправкой.
npx skills add Galaxy-Dawn/claude-scholar --skill paper-self-review -a claude-codeЧто делает paper-self-review
Скилл проводит последовательную самопроверку статьи: разбирает аннотацию, введение, метод, результаты и обсуждение. Он сопоставляет исследовательские вопросы с методикой, оценивает, подтверждают ли результаты выводы, и проверяет подписи к рисункам и таблицам.
Для ключевых утверждений он формирует аудит с вердиктом: оставить, смягчить, переработать или удалить. Отдельно отмечает использованные и недостающие доказательства, риск чрезмерного утверждения и предлагает формулировку. Это повод проверить выводы особенно тщательно, потому что скилл не заменяет results-analysis для статистики и citation-verification для библиографии.
При необходимости он загружает references/SECTION-CHECKLIST.md, references/FINAL-VERDICT.md и пример из examples/example-self-review.md. В руководстве советуют сделать паузу в 1-2 days после черновика перед проверкой.
Какие задачи решает
- проверить полноту разделов статьи
- сопоставить выводы с результатами
- найти чрезмерно сильные утверждения
- проверить ссылки и список литературы
- оценить подписи к рисункам и таблицам
Примеры запросов агенту
- Проверь мою статью перед отправкой и составь аудит ключевых утверждений.
- Проанализируй, подтверждают ли результаты выводы в
paper.md. - Проверь структуру, ссылки, рисунки и ясность текста в черновике.
Как установить paper-self-review
1Через Skills CLI (Vercel)
npx skills add Galaxy-Dawn/claude-scholar --skill paper-self-review -a claude-code2Вручную: положить файлы
~/.claude/skills/paper-self-review/SKILL.mdПапка скилла целиком; для одного проекта — .claude/skills/paper-self-review/
1Через Skills CLI (Vercel)
npx skills add Galaxy-Dawn/claude-scholar --skill paper-self-review -a codex2Вручную: положить файлы
.agents/skills/paper-self-review/SKILL.mdДля всех проектов — ~/.agents/skills/
1Через Skills CLI (Vercel)
npx skills add Galaxy-Dawn/claude-scholar --skill paper-self-review -a cursor2Вручную: положить файлы
.cursor/skills/paper-self-review/SKILL.mdCursor читает и .agents/skills/, и .claude/skills/
1GitHub CLI
gh skill install Galaxy-Dawn/claude-scholar paper-self-review2Вручную: положить файлы
.github/skills/paper-self-review/SKILL.md1Через Skills CLI (Vercel)
npx skills add Galaxy-Dawn/claude-scholar --skill paper-self-review -a gemini-cli2Командой платформы
gemini skills install https://github.com/Galaxy-Dawn/claude-scholar --path skills/paper-self-reviewВручную: положить файлы
.devin/skills/paper-self-review/SKILL.mdСтарый путь .windsurf/skills/ тоже читается
Через Skills CLI (Vercel)
npx skills add Galaxy-Dawn/claude-scholar --skill paper-self-review -a opencodeClaude.ai
Упакуйте папку в zip и загрузите в Settings → Capabilities → Skills
По шагам, с командами для каждой платформы: Как установить скилл в Claude Code: пять способов
Вопросы о paper-self-review
Как установить paper-self-review в Claude Code?
Выполните npx skills add Galaxy-Dawn/claude-scholar --skill paper-self-review -a claude-code.
Что делает paper-self-review?
Скилл проверяет качество научной статьи: разделы, логику аргументации, ссылки, утверждения, таблицы, рисунки и читаемость текста. Для основных тезисов он выдаёт отдельный аудит доказательств.
Заменяет ли paper-self-review статистическую и библиографическую проверку?
Нет. Для статистики предназначен results-analysis, а для библиографической верификации — citation-verification; этот скилл проверяет, корректно ли утверждения используют имеющиеся доказательства.
Исходный текст
SKILL.md · MIT
--- name: paper-self-review description: This skill should be used when the user asks to "review paper quality", "check paper completeness", "validate paper structure", "self-review before submission", "audit claims", "check overclaiming", "verify whether results support claims", or mentions systematic paper quality checking. Provides comprehensive quality assurance checklist for academic papers. version: 0.1.0 --- # 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. Research Claim Audit Check whether the paper's claims are supported by the available evidence: - Are the main claims supported by results, citations, or analysis artifacts? - Are speculative observations clearly marked as tentative? - Does the paper avoid stronger wording than the evidence allows? - Are negative results, limitations, and missing baselines presented honestly? - Do conclusions stay inside the tested scope? This audit does not replace `results-analysis` for statistics or `citation-verification` for bibliographic verification. It checks whether paper claims correctly use the available evidence. ### 5. 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? ### 6. 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 - [ ] Main claims are supported by named evidence - [ ] Over-strong claims are weakened or removed - [ ] 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: Research Claim Audit Check whether each major claim is supported by the evidence available in the draft, analysis bundle, citations, or project notes. Use this output shape: ```md ## Claim Audit Claim: Verdict: keep | weaken | revise | remove Evidence used: Missing evidence: Overclaim risk: Suggested wording: ``` ### Step 4: Citation Check Verify the completeness and accuracy of all citations. ### Step 5: Figure/Table Review Check the quality and captions of all figures and tables. ### Step 6: Writing Quality Review language expression and writing clarity. ### Step 7: 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
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