brycewang-stanford/review-paper
skills/14-luischanci-claude-code-research-starter/dot-claude/skills/review-paper/SKILL.md
Comprehensive manuscript review covering argument structure, identification strategy, econometric specification, citation completeness, and potential referee objections.
$ install --global
skillsauthnpx skillsauth add brycewang-stanford/Awesome-Agent-Skills-for-Empirical-Research review-paperInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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SKILL.md
- name:
- review-paper
- description:
- Comprehensive manuscript review covering argument structure, identification strategy, econometric specification, citation completeness, and potential referee objections.
- disable-model-invocation:
- true
- argument-hint:
- [paper filename in master_supporting_docs/ or path to .tex/.pdf]
- allowed-tools:
- ["Read", "Grep", "Glob", "Write", "Task"]
Review Paper
Produce a thorough referee-style review of an academic manuscript.
Steps
-
Identify the paper: Use
$ARGUMENTS. Checkmaster_supporting_docs/supporting_papers/or the paper folder. -
Evaluate across 6 dimensions (rate each 1-5):
- Argument Structure: Research question clarity, logical flow, evidence support, limitations acknowledged
- Identification Strategy: Causal claim credibility, identifying assumptions stated, threats discussed, robustness checks proposed
- Econometric Specification: Standard errors appropriate, functional form justified, sample selection discussed, multiple testing addressed, economic meaningfulness vs statistical significance
- Literature Positioning: Key citations present, accurate characterization, clear differentiation, missing citations identified
- Writing Quality: Clarity, tone, notation consistency, abstract quality, self-contained tables/figures
- Presentation: Table/figure design, notation consistency across sections, typos, paper length
-
Generate 3-5 likely referee objections with suggested responses.
-
Overall recommendation: Strong Accept / Accept / Revise & Resubmit / Reject.
-
Save report to
quality_reports/paper_review_[sanitized_name].md.
Notes
- Be constructive. Identify strengths alongside weaknesses.
- Distinguish CRITICAL (math wrong) from MAJOR (missing discussion) from MINOR (could be clearer).
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