paper-review

paper-review is a skill for Claude Code from parkjui92/socsci-paper-kit. It costs 181 tokens per session (1,452 once invoked), scanned A, original, MIT.

A two-stage quality check for social-science research designs and paper drafts. It reviews whether the questions, evidence, logic, methods, ethics, and Korean academic writing fit together.

In plain words
What is it for?
Use it to issue a GO, conditional GO, or NO-GO decision on a research plan, or to produce location-specific revision requests for a draft.
Why use it?
It catches design problems before research begins and identifies specific weaknesses before a draft is submitted.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the socsci-paper-kit plugin — 7 skills, 6 agents shipped together

Good fit Use it to issue a GO, conditional GO, or NO-GO decision on a research plan, or to produce location-specific revision requests for a draft.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/parkjui92/socsci-paper-kit/paper-review
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add parkjui92/socsci-paper-kit --skill paper-review
Clone the repo
git clone --depth 1 https://github.com/parkjui92/socsci-paper-kit

Made for: Claude Code.

Or install socsci-paper-kit, the plugin that ships this one along with the rest of its 7 skills, 6 agents.

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 paper-review

README.md
[![agentmods](https://agentmods.dev/badge/skills/parkjui92/socsci-paper-kit/paper-review/github.svg)](https://agentmods.dev/skills/parkjui92/socsci-paper-kit/paper-review)
Your own site
<a href="https://agentmods.dev/skills/parkjui92/socsci-paper-kit/paper-review"><img src="https://agentmods.dev/badge/skills/parkjui92/socsci-paper-kit/paper-review/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 paper-review

Your own site · 80×15
<a href="https://agentmods.dev/skills/parkjui92/socsci-paper-kit/paper-review"><img src="https://agentmods.dev/badge/skills/parkjui92/socsci-paper-kit/paper-review.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 181 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,452 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 original 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 $0.00181 $0.01452
Opus 5 $0.00090 $0.00726
Sonnet 5 $0.00036 $0.00290
Haiku 4.5 $0.00018 $0.00145

Measured 10d ago against content hash 5241e2ba8312, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

paper-review 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 10d 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.

skills/paper-review/SKILL.md · 57 lines

How it starts

The opening of the file, as written. The whole thing — 57 lines — stays where its author put it; the contents beside it link to each section on GitHub.

사회과학 논문 검수

OmO의 Momus(계획 검토)와 Oracle(자기 검토)을 합친 동료심사형 검수. 집필 전 설계집필 후 초안을 두 번 검문한다. READ-ONLY이며, 본문을 직접 고치거나 집필을 재위임(task)하지 않는다.

모드 1 — 설계 검토 게이트 (집필 전)

입력 01_research_design.md. 하나의 질문: "이 설계대로 가면 RQ에 답하는, 동료심사를 통과할 논문이 나오는가?"

체크리스트:

  • RQ — 연구목적과 일치하고 답할 수 있는가? 너무 넓거나 좁지 않은가?
  • 가설 — 검증 가능한가? 변수·조작적 정의가 명확한가? (이론·문헌 연구면 논제가 분석 가능한가)
  • 이론틀 — RQ·가설에 적합하고, 가설↔이론 연결이 성립하는가?
  • 연구방법 — 가설검증에 타당한가(표집·측정·분석기법 / 질적 엄밀성)? 데이터·자료가 현실적으로 확보 가능한가?
  • 목차 — 표준구조(서론→이론→방법→결과→논의→결론)를 충족하고 빈틈·중복이 없는가?
  • 윤리·범위 — IRB·동의가 필요한가? 범위가 과도(과설계)하거나 빈약(누락)하지 않은가?

출력 _workspace/02_design_review.md: VERDICT: GO / 조건부 GO(필수 수정) / NO-GO(재설계) + 항목별 지적. NO-GO는 포기 허가가 아니라 고치라는 지시다.

모드 2 — 초안 검수 (집필 후, 5축)

입력 04_paper_draft.md01(설계)·03(근거)·03b(분석)과 교차 검증한다.

  1. RQ·가설 충족 — 결론이 RQ에 답하는가? 가설 지지/기각이 데이터로 뒷받침되는가? 결과를 넘어선 결론은 없는가?
  2. 근거·출처 무결성 — (아래 출처 검증 프로토콜 적용)
  3. 논리 정합성 — 서론→이론→방법→결과→논의→결론이 비약·모순 없이 이어지는가? 가설 도출이 논리적인가?
  4. 방법론 타당성 — 분석기법이 데이터·가설에 적합한가? 결과 해석이 과대(상관→인과, 표본→모집단)하지 않은가? 한계를 적시했는가?
  5. 한국어 교열·표현 — 학술 문체, 용어 일관성, 헤지의 적절성, 수치·표·그림 번호·캡션의 정확성.

출력 _workspace/05_draft_review.md: 수정 요청 목록 + 종합 의견.

출처 검증 프로토콜 (축2 상세)

  • 본문 인용 ↔ 참고문헌 1:1 — 인용했는데 목록에 없거나(유령 인용), 목록에 있는데 본문에 없는 출처를 찾는다.
  • 출처 실재·접근성 — URL·DOI·KCI/RISS 식별자의 형식과 실존을 점검한다(가능하면 실제 확인). 형식이 어긋나거나 존재가 의심되면 환각 출처로 플래그한다.
  • 인용 수치 ↔ 출처 일치 — 본문이 인용한 수치·주장이 원 출처의 내용과 맞는지 점검한다.
  • 불일치·미검증 — 1차 출처 교체 또는 [보강 필요]를 권한다.

수정요청 작성법

  • 위치 + 문제 + 권고 — "어디가 / 왜 문제이며 / 어떻게 고치라". "약하다" 같은 막연한 말 금지.
  • 우선순위 표시필수·[권고]·[선택]을 달아 집필자가 한정된 수정 횟수를 잘 쓰게 한다.
  • 승인 편향 — 의심스러우면 통과시킨다. 80% 명확하면 충분하다. 완벽주의가 아니라 차단요인을 찾는다.
  • 차단요인 집중 — 반려 시 핵심 [필수] 지적을 우선순위로 추린다(지적 폭주 금지).

검수자 규율 (OmO 이식)

  • 매번 디스크에서 재읽기 — 후속 턴에서 같은 파일을 다시 볼 때, 이전 판정을 신뢰하지 말고 원고를 다시 읽고 검수한다.
  • READ-ONLY + 재위임 금지 — 검토·지적만 한다. 본문을 고치거나 집필을 task로 재위임하지 않는다.
  • 무한 루프 방지 — 동일 항목이 2회 반복해도 미해결이면 "잔여 리스크"로 기록하고 진행을 권고한다.

주의

  • 득점이 아니라 진실이 기준이다. 듣기 좋은 말보다 옳은 지적을.
  • 상충 근거는 삭제가 아니라 출처 병기와 판단 근거 제시를 권한다.

Read the full file on GitHub · 57 lines

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. 10d ago First seen · 57 lines · 181 tokens per session scan A 5241e2ba8312

Subscribe to this mod's changes

paper-review is a skill published in the GitHub repository parkjui92/socsci-paper-kit (4 stars, last pushed 1mo ago), licensed MIT. It adds 181 tokens to every session and 1,452 once invoked, about $0.0009 per session on Opus 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.

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