Claude
Skill
r-package-development
R package development with devtools, testthat, and roxygen2. Use when the user is working on an R package, running tests, writing documentation, or building package infrastructure.
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Download
posit-dev-skills-r-lib_r-package-development-b58a92e.zip · 1 KB
Install
skills CLI
npx skills add https://github.com/posit-dev/skills/tree/main/r-lib/r-package-development
Claude Code
claude plugin marketplace add https://llmmart.ai/marketplace.json && claude plugin install posit-dev-skills@llmmart
Git
git clone https://github.com/posit-dev/skills.git
The skills CLI installs just this skill, for any of its supported agents. Claude Code installs the whole posit-dev/skills collection as a plugin from our marketplace. Git is the plain clone.
Skill manifest
R package development
Key commands
# Run code in the package
Rscript -e "devtools::load_all(); code"
# Run all tests
Rscript -e "devtools::test()"
# Run all tests for files starting with {name}
Rscript -e "devtools::test(filter = '^{name}')"
# Run all tests for R/{name}.R
Rscript -e "devtools::test_active_file('R/{name}.R')"
# Run a single test "blah" for R/{name}.R
Rscript -e "devtools::test_active_file('R/{name}.R', desc = 'blah')"
# Redocument the package
Rscript -e "devtools::document()"
# Check pkgdown documentation
Rscript -e "pkgdown::check_pkgdown()"
# Check the package with R CMD check
Rscript -e "devtools::check()"
# Format code
air format .
Coding
- Always run
air format .after generating code. - Use the base pipe operator (
|>) not the magrittr pipe (%>%). - Use
\() ...for single-line anonymous functions. For all other cases, usefunction() {...}.
Testing
- Tests for
R/{name}.Rgo intests/testthat/test-{name}.R. - All new code should have an accompanying test.
- If there are existing tests, place new tests next to similar existing tests.
- Strive to keep tests minimal with few comments.
- Avoid
expect_true()andexpect_false()in favour of a specific expectation which will give a better failure message. - When testing errors and warnings, don't use
expect_error()orexpect_warning(). Instead, useexpect_snapshot(error = TRUE)for errors andexpect_snapshot()for warnings because these allow the user to review the full text of the output.
Documentation
- Every user-facing function should be exported and have roxygen2 documentation.
- Wrap roxygen comments at 80 characters.
- Internal functions should not have roxygen documentation.
- Whenever you add a new (non-internal) documentation topic, also add the topic to
_pkgdown.yml. - Always re-document the package after changing a roxygen2 comment.
- Use
pkgdown::check_pkgdown()to check that all topics are included in the reference index.
NEWS.md
- Every user-facing change should be given a bullet in
NEWS.md. Do not add bullets for small documentation changes or internal refactorings. - Each bullet should briefly describe the change to the end user.
- If the change is related to a function, put the name of the function early in the bullet.
- If the bullet is related to a GitHub issue or pull request, reference it by number in parentheses before the final period:
(#123).. - Order bullets alphabetically by function name. Put all bullets that don't mention function names at the beginning.
Files (skills)
-
SKILL.md 2.8 KB
--- name: r-package-development description: R package development with devtools, testthat, and roxygen2. Use when the user is working on an R package, running tests, writing documentation, or building package infrastructure. metadata: author: Simon P. Couch (@simonpcouch) version: "1.2" --- # R package development ## Key commands ``` # Run code in the package Rscript -e "devtools::load_all(); code" # Run all tests Rscript -e "devtools::test()" # Run all tests for files starting with {name} Rscript -e "devtools::test(filter = '^{name}')" # Run all tests for R/{name}.R Rscript -e "devtools::test_active_file('R/{name}.R')" # Run a single test "blah" for R/{name}.R Rscript -e "devtools::test_active_file('R/{name}.R', desc = 'blah')" # Redocument the package Rscript -e "devtools::document()" # Check pkgdown documentation Rscript -e "pkgdown::check_pkgdown()" # Check the package with R CMD check Rscript -e "devtools::check()" # Format code air format . ``` ## Coding * Always run `air format .` after generating code. * Use the base pipe operator (`|>`) not the magrittr pipe (`%>%`). * Use `\() ...` for single-line anonymous functions. For all other cases, use `function() {...}`. ## Testing - Tests for `R/{name}.R` go in `tests/testthat/test-{name}.R`. - All new code should have an accompanying test. - If there are existing tests, place new tests next to similar existing tests. - Strive to keep tests minimal with few comments. - Avoid `expect_true()` and `expect_false()` in favour of a specific expectation which will give a better failure message. - When testing errors and warnings, don't use `expect_error()` or `expect_warning()`. Instead, use `expect_snapshot(error = TRUE)` for errors and `expect_snapshot()` for warnings because these allow the user to review the full text of the output. ## Documentation - Every user-facing function should be exported and have roxygen2 documentation. - Wrap roxygen comments at 80 characters. - Internal functions should not have roxygen documentation. - Whenever you add a new (non-internal) documentation topic, also add the topic to `_pkgdown.yml`. - Always re-document the package after changing a roxygen2 comment. - Use `pkgdown::check_pkgdown()` to check that all topics are included in the reference index. ## `NEWS.md` - Every user-facing change should be given a bullet in `NEWS.md`. Do not add bullets for small documentation changes or internal refactorings. - Each bullet should briefly describe the change to the end user. - If the change is related to a function, put the name of the function early in the bullet. - If the bullet is related to a GitHub issue or pull request, reference it by number in parentheses before the final period: `(#123).`. - Order bullets alphabetically by function name. Put all bullets that don't mention function names at the beginning.
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