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skills

제작: posit-dev · posit-dev/skills

Posit's curated Claude Skills collection — R, data-science, Quarto, and workflow skills from the people behind RStudio and Shiny.

Posit Skills is the skill pack from Posit (RStudio/Shiny). It's biased toward R and data-science workflows but covers Quarto authoring, package development, and reproducible analysis patterns. Higher quality bar than most community collections because Posit ships it as a vendor-maintained catalog.

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실제 사용 모습

skills-skill-2.replay ▶ 준비됨
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설치

작성자 저장소 · Claude Skills 공식 문서

사용 사례

실전 활용법: skills

How to scaffold a proper R package

👤 R developers starting a new package and wanting usethis/devtools conventions ⏱ ~30 min intermediate

언제 쓸까: You're tired of hand-writing DESCRIPTION, NAMESPACE, and roxygen2 boilerplate.

흐름
  1. Scaffold
    Use Posit R-package skill. Create a new package 'tidylaundry' with 2 exported functions: wash() and fold().✓ 복사됨
    → Directory with DESCRIPTION, NAMESPACE, R/, tests/testthat/, README
  2. Add roxygen
    Add roxygen2 docs with @param, @return, @examples for each function.✓ 복사됨
    → Inline docs that devtools::document() converts to man/
  3. Smoke test
    Write testthat tests covering happy path + one edge case each.✓ 복사됨
    → Tests passing under devtools::test()

결과: A package that passes R CMD check on day one.

함정
  • Generated code uses base R where tidyverse would be clearer (or vice versa) — State the style preference upfront

Author a reproducible Quarto report

👤 Analysts publishing reports with code + narrative ⏱ ~45 min intermediate

언제 쓸까: You need to share analysis with stakeholders in a reproducible format.

흐름
  1. Scaffold Quarto doc
    Use Posit Quarto skill. Create a report template with YAML header, exec defaults, and Tufte theme.✓ 복사됨
    → .qmd file with chunked code + narrative
  2. Fill with analysis
    Load data/sales.csv and produce a monthly revenue chart with ggplot + a 2-paragraph insight.✓ 복사됨
    → Chunks that render to HTML/PDF
  3. Pin environment
    Capture versions with renv::snapshot().✓ 복사됨
    → renv.lock produced

결과: A reproducible report anyone can re-render given the data.

함정
  • Quarto render fails silently on missing system deps — Check quarto check output; common issue is missing tinytex or chromium for PDF

Scaffold a Shiny app with modern patterns

👤 R developers building internal apps ⏱ ~40 min intermediate

언제 쓸까: New Shiny app, want modules + bslib theming from the start.

흐름
  1. Scaffold
    Use Posit Shiny skill. Create an app with bslib::page_fluid, 2 modules: upload + plot.✓ 복사됨
    → app.R with module files in R/
  2. Add reactive flow
    Wire upload module's reactive output into plot module's input.✓ 복사됨
    → Reactives connected; app runs

결과: A modular Shiny app that's easy to extend.

조합

다른 MCP와 조합해 10배 효율

skills-skill-2 + claude-code-skill-factory-skill

Use Posit skills as reference patterns when authoring new skills

Show me the structure of a Posit skill, then /build a parallel skill for Julia package dev.✓ 복사됨

도구

이 MCP가 노출하는 것

도구입력언제 호출비용
R package scaffolding - New package 0
Quarto authoring - Reports and docs 0
Shiny patterns - Internal app dev 0
Reproducibility (renv) - Pinning environment 0

비용 및 제한

운영 비용

API 쿼터
None
호출당 토큰
Varies per skill
금액
Free
팁
R package scaffolds are small token-wise; Quarto with data analysis can balloon.

보안

권한, 시크릿, 파급범위

자격 증명 저장: No credentials
데이터 외부 송신: None by default

문제 해결

자주 발생하는 오류와 해결

Generated R code uses outdated tidyverse APIs

State target package versions: 'dplyr 1.1+, tidyselect 1.2+'

Skill not triggered on R contexts

Claude auto-triggers on file extensions; explicitly invoke 'Use Posit R skills ...' to guarantee

대안

skills 다른 것과 비교

대안언제 쓰나단점/장점
Hand-written with usethisYou already know the conventions coldMore control, slower setup

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리소스

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