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academic-copilot-skills: Skill for Claude Code

.github/skills/academic-paper-reviewer/SKILL.md

academic-paper-reviewer is a skill for Claude Code from s3644/academic-copilot-skills. It costs 112 tokens per session (2,500 once invoked), scanned A, original, no licence file.

A tool that imitates several academic reviewers and assesses a research paper using scored quality criteria. It can produce a peer-review report, which is feedback on a paper before publication.

In plain words
What is it for?
Use it to review manuscripts, check research methods, prepare referee reports, assess papers quickly, or compare reviewer judgments with a known reference set.
Why use it?
It helps turn a paper into structured reviewer feedback and can check whether revisions address earlier concerns. This reduces the need to organise every review question manually.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

This is s3644/academic-copilot-skills's own configuration. It tells Claude Code how to work on academic-copilot-skills itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything academic-copilot-skills configures →

not rated 8repo +1 changed 1mo ago A scan 112 tokens custom licence
View source ↗ s3644/academic-copilot-skills
Reuse

Borrowing it

Nothing to install: this file belongs to s3644/academic-copilot-skills. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/s3644/academic-copilot-skills/main/.github/skills/academic-paper-reviewer/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/s3644/academic-copilot-skills

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for academic-paper-reviewer

README.md
[![agentmods](https://agentmods.dev/badge/skills/s3644/academic-copilot-skills/academic-paper-reviewer/github.svg)](https://agentmods.dev/skills/s3644/academic-copilot-skills/academic-paper-reviewer)
Your own site
<a href="https://agentmods.dev/skills/s3644/academic-copilot-skills/academic-paper-reviewer"><img src="https://agentmods.dev/badge/skills/s3644/academic-copilot-skills/academic-paper-reviewer/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for academic-paper-reviewer

Your own site · 80×15
<a href="https://agentmods.dev/skills/s3644/academic-copilot-skills/academic-paper-reviewer"><img src="https://agentmods.dev/badge/skills/s3644/academic-copilot-skills/academic-paper-reviewer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 112 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,500 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00112 $0.02500
Opus 5.5 $0.00045 $0.01000
Sonnet 5.5 $0.00022 $0.00500
Haiku 4.5 $0.00011 $0.00250

Measured 1mo ago against content hash 3aec94ac8a76, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

academic-paper-reviewer scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.github/skills/academic-paper-reviewer/SKILL.md · 200 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago Changed 3aec94ac8a76
  2. 2mo ago First seen · 200 lines · 112 tokens per session scan A 2563da520e81

Subscribe to this mod's changes

academic-paper-reviewer is a skill published in the GitHub repository s3644/academic-copilot-skills (8 stars, last pushed 1mo ago), with no licence file. It adds 112 tokens to every session and 2,500 once invoked, about $0.0004 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

ResearchWriting and docs
Related

academic-paper-reviewer compared with skills from other repositories

academic-paper-reviewer next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
academic-paper-reviewers3644/academic-copilot-skillsSkill81mo agononeA112Claude Code
imagegenopenai/codexSkill133kyesterdayApache-2.0A113Codex
playwright-climicrosoft/playwrightSkill99kyesterdayApache-2.0A19Claude Code
local-ai-agentsmicrosoft/ai-agents-for-beginnersSkill79k4d agoMITA200Claude Code, Codex
systematic-debuggingobra/superpowersSkill313k3d agoMITA21Claude Code
next-cache-components-adoptionvercel/next.jsSkill143ktodayMITA95Claude Code
next-partial-prefetching-adoptionvercel/next.jsSkill143ktodayMITA103Claude Code