scientometric-paper-review SKILL.md skillA
scientometric-paper-review from parkjui92/socsci-paper-kit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add parkjui92/socsci-paper-kit/scientometric-paper-review@git:20260719.644e571Pins git:20260719.644e571 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- parkjui92/socsci-paper-kit
- Path
skills/scientometric-paper-review/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260719.644e571, committed Jul 19, 2026
- Size
- 11,135 bytes
- Repository stars
- 5
- License
- MIT
계량서지학(bibliometrics·scientometrics)·정량 사회과학 실증 논문을 심화 검토하는 스킬. 데이터·측정 무결성, 준실험 식별전략(staggered DiD·소표본 추론), 추론 언어·논리 정합, 문헌·이론 토대·인용 충실성, 도메인 구성타당도·한국어 학술형식의 5축으로 위치·문제·해결을 갖춘 수정요청과 GO/조건부/재검 판정을 낸다. 서지계량·계량분석·패널·이벤트스터디·정책평가 계량·귀무결과 논문을 검토·검수·심사하거나, 인용 충실성·출처 실재성·식별전략·귀무결과 해석·구성타당도를 점검할 때 반드시 사용. 일반 정성·이론 논문의 5축 검수는 paper-review를 쓴다.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 계량서지학·정량 사회과학 논문 심화 검토 정량 실증 논문 — 특히 **서지계량(bibliometrics/scientometrics)**과 **준실험 정책평가 계량**(ITS·DiD·이벤트 스터디·패널) — 이 "학술논문으로 성립하는가, 게재 가능한가"를 동료심사자의 눈으로 판정한다. 일반 5축 검수(`paper-review`)가 놓치는 **이 장르 특유의 급소**를 잡는 것이 목적이다. 계산이 정확해도(=재현되어도) 측정·식별·추론언어·문헌토대·구성타당도에서 무너지는 논문이 흔하다. ## 언제 쓰나 · paper-review와의 관계 - **이 스킬:** 데이터가 서지·계량·패널이고 인과/연관을 추정하는 논문. 서지DB(OpenAlex·Scopus·WoS·Dimensions) 기반, 준실험 설계, 귀무결과, 정책평가 계량. - **paper-review(일반 5축):** 질적·이론·문헌 연구, 일반 사회과학. 두 스킬은 배타적이지 않다 — 정량 논문이면 이 스킬을 **주**로, 필요 시 paper-review의 한국어 교열·RQ충족 축을 **보조**로 병용한다. - 출력·판정 형식(위치·문제·해결, [필수]/[권고], GO/조건부/재검)은 paper-review와 통일한다. ## 검토 5축 (= "꼭 봐야 할 부분") 각 축은 **점검 질문**이다. "예"면 통과, "아니오/불명"이면 [필수] 또는 [권고]로 지적한다. 계산 정확성(재현)은 **전제**일 뿐, 아래를 별도로 본다. ### 축 1. 데이터·측정 무결성 - **DB 커버리지·대표성:** 데이터 원천(OpenAlex 등) 선택 근거가 있나? DB의 국가·언어·분야 편향, 세계 총계 대비 표본의 위상이 명시됐나? - **개념/주제 태깅 타당성:** 자동분류의 위양성·위음성, **개념 표류(concept drift)**(예: OpenAlex concepts→topics 이행), legacy 식별자 의존을 인지했나? **정밀도(precision)·재현율(recall) 표본검증**이 있나, 없으면 한계로 명시됐나? - **계수 방식:** 전체계수(full) vs 분수계수(fractional counting)를 밝혔나? 국제공저 중복계상 민감도는? (Perianes-Rodríguez et al. 2016류 기준) …
Read the whole file at its exact version.
How to install
mdr add parkjui92/socsci-paper-kit/scientometric-paper-review@sha256:00491693ea9f25c8The line at the top of this page pins the label git:20260719.644e571, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_bqr6pbwcimcol7yy)
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Versions
The registry has recorded 1 version of this file, committed on Jul 19, 2026.
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (11135 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
parkjui92/socsci-paper-kit · 5 stars · license MIT · pushed 2026-10-09 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_bqr6pbwcimcol7yy GET https://markdownregistry.com/api/v1/resolve?ref=parkjui92/socsci-paper-kit/scientometric-paper-review GET https://markdownregistry.com/api/v1/blob/00491693ea9f25c8f6adde476227cdecec379c935404ee0dfaa813e46be9ae65
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Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.