peer-reviewer_skill

Overview

This skill simulates peer review by constructing 2–3 reviewer personas grounded in full texts from your Zotero library and producing focused, actionable reviews. It identifies relevant theoretical or methodological perspectives, retrieves and reads source materials, builds persona profiles, and generates targeted reviews of theory, methods, and findings. The goal is to help authors strengthen manuscripts before submission through grounded, constructive feedback.

How this skill works

The skill reads your manuscript and proposes 2–3 reviewer perspectives named for theoretical or methodological lenses (never individual people). It queries your connected Zotero library to retrieve foundational and recent works for each perspective, synthesizes core commitments, and builds persona profiles. Each persona then produces a focused review (strengths, major/minor concerns, representation check, and concrete recommendations), and the tool synthesizes convergent feedback into a prioritized revision strategy.

When to use it

• Preparing a manuscript for journal submission and wanting anticipatory critique
• Testing how well you represent competing theories or schools of thought
• Checking methodological rigor and analytic validity before peer review
• Identifying blind spots in argumentation or literature engagement
• Practicing responses to likely reviewer concerns

Best practices

• Connect and curate a Zotero collection with full texts relevant to your manuscript before running the skill
• Provide complete drafts or at least theory/methods/findings sections for the most useful reviews
• Approve proposed perspectives and retrieved sources so personas reflect your expectations
• Limit reviewer set to 2–3 perspectives for depth over breadth
• Use the synthesis memo to prioritize fixes into quick, minor, and major revisions

Example use cases

• Simulate a theoretical critique from a competing framework to test robustness of your interpretation
• Have a methodological-perspective persona audit your research design and analytic choices
• Obtain a findings-focused review that challenges claims and suggests additional robustness checks
• Produce a prioritized synthesis memo and draft responses to anticipated reviewer comments
• Iteratively revise sections and re-run personas to verify that concerns were addressed