Best peer review skills for Claude Code, Codex and other agents.

Structured manuscript/grant review with checklist-based evaluation.

spacering-net/codeg

Systematically evaluate scholarly work using the ScholarEval framework, providing structured assessment across research quality dimensions including problem formulation, methodology, analysis, and…

spacering-net/codeg

Runs a 12-agent pipeline that plans, drafts, cites, reviews and formats academic papers, with modes for revision, rebuttals, abstracts and citation checks.

Imbad0202/academic-research-skills

Run any question, idea, or decision through a council of 5 AI advisors who independently analyze it, peer-review each other anonymously, and synthesize a final verdict.

tenfoldmarc/llm-council-skill

Simulates a journal peer review of a manuscript with a five-seat reviewer panel, an editorial synthesizer and several review modes.

Imbad0202/academic-research-skills

Prepare evidence-bounded, constructive peer-review drafts and structured manuscript assessments.

K-Dense-AI/claude-scientific-writer

Orchestrates a ten-stage academic workflow from research to finished manuscript, including integrity checks, two rounds of peer review and revision.

Imbad0202/academic-research-skills

Structures benchmark and evaluation papers around five pillars, with a completeness audit, an Introduction logic chain, a section skeleton and a pre-submission checklist.

HKUSTDial/Supervisor-Skills

A router skill that sends academic work such as literature reviews, drafting, citation checks, peer review and revision to the right workflow in the ARS suite.

Imbad0202/academic-research-skills-codex

Audits or rewrites the statistical reporting in a manuscript: experimental units, replication, tests, uncertainty and figure legends, without inventing missing details.

Yuan1z0825/nature-skills

Runs a 13-agent pipeline for rigorous academic research, from forming the question through systematic search, synthesis, bias checks and an APA 7.0 report.

Imbad0202/academic-research-skills

Three modes for CS-conference papers (CVPR/ICCV/ECCV vision, ACL/EMNLP/NAACL NLP, ICLR/NeurIPS/ICML/AAAI ML).

Spark-To-Paper-Skills/paperjury

Provide qualitative-first, evidence-traceable developmental review of scholarly works and audit low-stakes research-assessment rubrics with optional local quality controls.

K-Dense-AI/claude-scientific-writer

CUMCM 国赛、MCM/ICM 美赛与电工杯数学建模竞赛的端到端协作工作流。Use when a user explicitly works on one of these modeling contests or asks to run/review a modeling-competition paper from problem selection through modeling…

handsomeZR-netizen/mathmodel-skill

Turns pasted peer-review comments into a per-concern rebuttal plan, with reviewer mindset matching and strategy priorities, but not the final rebuttal text.

HKUSTDial/Supervisor-Skills

Drafts and revises academic prose in the author's voice, repairs sentence flow, traces systems-paper claims to evidence and prepares reviewer responses.

donghuixin/AI-Vibe-Writing-Skills

Helps draft, diagnose, review and revise social science papers, from topic and research question to literature review, citation risks and pre-submission checks.

fakerqwq/social-science-paper-writing-skill

Generate a specialized domain-expert research agent modeled on PaperClaw architecture.

guhaohao0991/PaperClaw

Systematic framework for evaluating scholarly and research work based on the ScholarEval methodology.

jimmc414/Kosmos

Guides pre-writing planning for academic papers with 4 structured steps: story design (task-challenge-insight-contribution-advantage), experiment planning (comparisons + ablations), figure design…

EvoScientist/EvoSkills

Generates structured AI paper reviews (SoT style) for LaTeX, PDF, and Word manuscripts.

NeuroDong/Ai-Review

Rewrites and reviews ML, CV and NLP papers for clarity: one message per paragraph, reverse outlining, claim-evidence checks and a skeptical-reviewer pass.

Master-cai/Research-Paper-Writing-Skills

Produces a structured peer-review style critique of a research paper, covering methodology, contribution and how the work sits among related studies.

bytedance/deer-flow

Multi-perspective manuscript review and point-by-point response generation, distilled from 1287 Nature Peer-Review-File PDFs (2025–2026).

mumdark/nature-review-studio

Comprehensive manuscript review covering argument structure, econometric specification, citation completeness, and potential referee objections

maxwell2732/paper-replicate-agent-demo

Auto-Decision Engine: iterative decision simulation using autoresearch principles and a persona council.

harshilmathur/autodecision

Applies small, meaning-preserving rhetorical edits to a finished manuscript so wording does not trigger known LLM reviewer penalties, and delivers a change note.

Michael-Jiahao-Zhang/game-the-llm-reviewer

Orchestrates a Claude↔Codex cycle where Claude Code designs the contract and arbitrates, while Codex by default (via the official openai/codex-plugin-cc plugin) writes, adversarially reviews, and…

Ranteck/graph-engineer

Analyzes reviewer comments and drafts venue-specific rebuttals for AI and computer science conferences, with an issue board, task list and paper edit plan.

OpenLAIR/dr-claw

论文深度解读 Skill — 下载论文PDF → LLM深度解读（问题/创新点/方法原理/实验分析）→ PDF图片提取 → 生成组会PPT → 生成解读音频MP3。端到端学术论文解读工具。

RapidAI/MaClaw

Reviews requirements, plans and specs through role-based reviewer personas, applies proven corrections within its authority, and returns only the findings that need your call.

EveryInc/compound-engineering-plugin

Evaluates a draft research idea like a top-venue reviewer and advisor, scoring it on five dimensions, checking fit with your capacity and returning a clear verdict.

HKUSTDial/Supervisor-Skills

Complete academic research skill suite covering the full pipeline: paper reading (read/explain papers with storytelling), idea generation (brainstorm research directions), experiment design (plan…

voidful/academic-skills

Guides self-review of YOUR OWN academic paper before submission with adversarial stress-testing.

CamusGIT/EvoQuant

A skill your agent uses when the user explicitly wants to upload a final or near-final PDF to paperreview.ai for an external second opinion.

cnfjlhj/ai-collab-playbook

Review and fix academic writing in a LaTeX paper section. An agent skill from eunomia-bpf/ActPlane.

eunomia-bpf/ActPlane

Review an attached academic economics paper PDF with independent specialist audits and a complete evidence-grounded report, resume an interrupted paper review, or export a completed Reviewer report…

Ingar30/reviewer

Simulates a panel of expert reviewers on an NSFC grant proposal and returns graded problems, a minimal revision order and a likely pass or fail verdict.

huangwb8/ChineseResearchLaTeX

Step 5 of the PaperOrchestra pipeline (arXiv:2604.05018). An agent skill from appleweiping/WEIPING_WIKI.

appleweiping/WEIPING_WIKI

Reads an academic paper from a PDF, pasted text or abstract and offers five outputs: an analysis report, a mind map, a peer review, promotion scripts and a podcast.

Diaugeia/paper-glance-skill

Draft, audit, or revise point-by-point reviewer response letters for Nature-family manuscript revisions.

Galaxy-Dawn/claude-scholar

Drafts, audits and revises responses to peer review: point-by-point replies, revision cover letters and marked-manuscript or LaTeX revision packages.

Yuan1z0825/nature-skills

Simulates a Nature-style referee assessment of a manuscript, producing three independent reviewer reports plus a synthesis, grounded in the supplied text.

Yuan1z0825/nature-skills

Review academic papers for correctness, quality, and novelty using OpenJudge's multi-stage pipeline.

agentscope-ai/OpenJudge

Review a LaTeX paper for argument-level logic, cross-section consistency, and house style.

eunomia-bpf/ActPlane

Step 5 of the PaperOrchestra pipeline (arXiv:2604.05018). An agent skill from Ar9av/PaperOrchestra.

Ar9av/PaperOrchestra

Generate a self-contained, beautifully styled HTML analysis of an academic paper.

ysyecust/lecture-to-notes

Plugin shim for the mathmodel-skill competition workflow. An agent skill from handsomeZR-netizen/mathmodel-skill.

handsomeZR-netizen/mathmodel-skill