paper-review

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

IndexedLicense unknown★ 128

Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/ai4scientist-paper-review

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

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About

Guides self-review of YOUR OWN academic paper before submission with adversarial stress-testing. Core method: 5-aspect checklist (contribution sufficiency, writing clarity, results quality, testing completeness, method design), counterintuitive protocol (reject-first simulation, delete unsupported claims, score trust, promote limitations, attack novelty), reverse-outlining, and figure/table quality checks. Use when: user wants to self-review or self-check their own paper draft before submission, stress-test their claims, prepare for reviewer criticism, or mentions 'self-review', 'check my draft', 'is my paper ready'. Do NOT use for writing a peer review of someone else's paper, and do NOT use after receiving actual reviews (use paper-rebuttal instead).

Use cases: design, testing, writing, research

Reviews

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Permissions

What this skill can do and what it asks for, from its SKILL.md and code. Checked Oct 26, 2026.

Tools: No tools found
Secrets: None asked for
Install scripts: None found

Network hosts it talks to 1

codeload.github.com · found in install command

Files it touches

~/.claude/skills/paper-review

Tools it pre-approves 1

From allowed-tools in SKILL.md: the agent may use these without asking you each time.

Bash

What's inside

Skill name: paper-review
Description: Guides self-review of YOUR OWN academic paper before submission with adversarial stress-testing. Core method: 5-aspect checklist (contribution sufficiency, writing clarity, results quality, testing completeness, method design), counterintuitive protocol (reject-first simulation, delete unsupported claims, score trust, promote limitations, attack novelty), reverse-outlining, and figure/table quality checks. Use when: user wants to self-review or self-check their own paper draft before submission, stress-test their claims, prepare for reviewer criticism, or mentions 'self-review', 'check my draft', 'is my paper ready'. Do NOT use for writing a peer review of someone else's paper, and do NOT use after receiving actual reviews (use paper-rebuttal instead).
License: unknown
Allowed tools: Bash
Metadata: author: EvoScientist · version: 1.0.0
Instructions: 200 lines in SKILL.md · view on GitHub

Before installing

Pre-approves any shell command

Files (3)

SKILL.md
counterintuitive-review.md · references/
review-checklist.md · references/

The license isn't open source, so the instructions aren't shown here. Read SKILL.md on GitHub

Signals

Stars: 128
Forks: 20
Open issues: 1
Last commit (this folder): Apr 16, 2026 (6 months ago)

From GitHub (fetched Oct 24, 2026).

Details

Version: 1.0.0
License: License unknown
Repository: github.com/AI4Scientist/nano-scientist
First seen: Oct 24, 2026
Last checked: Oct 24, 2026
Source: GitHub github-graphql

More from EvoScientist

Cite this page

paper-review skill. Agent Mart. https://agentmart.dev/skills/ai4scientist-paper-review (last updated 2026-10-24)