r-cran-extrachecks
Prepare R packages for CRAN submission by checking for common ad-hoc requirements not caught by devtools::check()
Install / Use
npx skills add posit-dev/skills --skill r-cran-extrachecksInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
Content & MediaSupported Platforms
Our assessment of r-cran-extrachecks
r-cran-extrachecks scores 89/100 on our quality scale, 559th of 1,184 Content & Media skills we index (top 48%).
Its SKILL.md is 16 KB long, well organised into 51 sections with 23 code examples: a thorough specification that gives an agent plenty to work with.
It has 521 GitHub stars, a meaningful sign that others use it.
Maintenance, license and trust
- The repository was last updated 33 days ago, so r-cran-extrachecks is actively maintained.
- It is released under the MIT license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
r-cran-extrachecks compared with similar skills
All 4 of these similar skills score higher than r-cran-extrachecks; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| r-cran-extrachecks (this skill)by posit-dev | 89 | 521 | 33d ago | SKILL.md |
| siyuanby siyuan-note | 100 | 46.9k | today | MCP Server |
| algorithmic-artby anthropics | 100 | 177.9k | 29d ago | SKILL.md |
| pptxby anthropics | 100 | 177.9k | 29d ago | SKILL.md |
| designby nextlevelbuilder | 100 | 137.2k | 7d ago | SKILL.md |
Frequently asked questions
- How do I install r-cran-extrachecks?
- Run
npx skills add posit-dev/skills --skill r-cran-extrachecks. The install tabs above show the steps for each supported agent. - Which AI agents does r-cran-extrachecks work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is r-cran-extrachecks safe to use?
- It is MIT-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is r-cran-extrachecks still maintained?
- The repository was last updated 33 days ago, so r-cran-extrachecks is actively maintained.
Skill content
View source on GitHubname: r-cran-extrachecks description: > Prepare R packages for CRAN submission by checking for common ad-hoc requirements not caught by devtools::check(). Use when: (1) Preparing a package for first CRAN release, (2) Preparing a package update for CRAN resubmission, (3) Reviewing a package to ensure CRAN compliance, (4) Responding to CRAN reviewer feedback. Covers documentation requirements, DESCRIPTION field standards, URL validation, examples, and administrative requirements. metadata: author: Garrick Aden-Buie (@gadenbuie) version: "1.1" license: MIT
CRAN Extra Checks
Help R package developers prepare packages for CRAN submission by systematically checking for common ad-hoc requirements that CRAN reviewers enforce but devtools::check() doesn't catch.
Workflow
- Initial Assessment: Ask user if this is first submission or resubmission
- Run Standard Checklist: Work through each item systematically (see below)
- Identify Issues: As you review files, note specific problems
- Propose Fixes: Suggest specific changes for each issue found
- Implement Changes: Make edits only when user approves
- Verify: Confirm all changes are complete
Standard CRAN Preparation Checklist
Work through these items systematically:
- Create NEWS.md: Run
usethis::use_news_md()if not already present - Create cran-comments.md: Run
usethis::use_cran_comments()if not already present - Review README:
- Ensure it includes install instructions that will be valid when the package is accepted to CRAN (usually
install.packages("pkgname")). - Check that it does not contain relative links. This works on GitHub but will be flagged by CRAN. Use full URLs to package documentation or remove the links.
- Does the README clearly explain the package purpose and functionality?
- Important: If README.Rmd exists, edit ONLY README.Rmd (README.md will be overwritten), then run
devtools::build_readme()to re-render README.md
- Ensure it includes install instructions that will be valid when the package is accepted to CRAN (usually
- Proofread DESCRIPTION: Carefully review
Title:andDescription:fields (see detailed guidance below) - Check function documentation: Verify all exported functions have
@returnand@examples(see detailed guidance below). Note the exemption for S3 methods documented only with#' @export: they produce no.Rdfile and are not required to have either tag - Verify copyright holder: Check that
Authors@R:includes a copyright holder with role[cph] - Review bundled file licensing: Check licensing of any included third-party files
- Run URL checks: Use
urlchecker::url_check()and fix any issues
Detailed CRAN Checks
Documentation Requirements
Return Value Documentation (Strictly Enforced)
CRAN now strictly requires @return documentation for all exported functions. Use the roxygen2 tag @return to document what the function returns.
- Required even for functions marked
@keywords internal - Required even if function returns nothing - document as
@return Noneor similar - Must be present for every exported function
These rules apply only to functions with an .Rd file. Roxygen2 creates an .Rd file only when a block contains documentation content (a title or description). A block that contains nothing but #' @export adds the function to the NAMESPACE without generating an .Rd file, so there is nothing for CRAN's documentation checks to inspect. This is the conventional pattern for S3 methods:
#' @export
print.my_class <- function(x, ...) {
cat("my_class object\n")
invisible(x)
}
Such methods do not need @return or @examples, and R CMD check does not flag them as undocumented (registered S3 methods are excluded from the undocumented-objects check).
- The exemption holds only while the block contains nothing but
@export(or@exportS3Method). Adding a title,@param,@rdname,@describeIn, or any other documentation makes roxygen2 generate an.Rdfile, and the function must then satisfy all documentation rules including@return. - Do not confuse these with the S3 generic itself (e.g.,
my_print <- function(x, ...) UseMethod("my_print")). A newly exported generic is an ordinary exported function with documentation, so it still needs@returnand@examples. - Methods sharing a page with their generic via
@rdnameor@describeInfollow the same rules as the generic: the combined.Rdneeds the required tags once, not once per method.
Example:
# Missing @return - WILL BE REJECTED
#' Calculate sum
#' @export
my_sum <- function(x, y) {
x + y
}
# Correct - includes @return
#' Calculate sum
#' @param x First number
#' @param y Second number
#' @return A numeric value
#' @export
my_sum <- function(x, y) {
x + y
}
# For functions with no return value
#' Print message
#' @param msg Message to print
#' @return None, called for side effects
#' @export
print_msg <- function(msg) {
cat(msg, "\n")
}
Examples for Exported Functions
If your exported function has a meaningful return value, it will almost definitely require an @examples section. Use the roxygen2 tag @examples.
- Required even for functions marked
@keywords internal - Exceptions exist for functions used purely for side effects (e.g., creating directories)
- Examples must be executable
- S3 methods with
@export-only roxygen blocks have no.Rdfile and need no examples (see above)
Un-exported Functions with Examples
If you write roxygen examples for un-exported functions, you must either:
- Call them with
:::notation:pkg:::my_fun() - Use
@noRdtag to suppress.Rdfile creation
Using \dontrun{} Sparingly
\dontrun{} should only be used if the example really cannot be executed (e.g., missing additional software, API keys, etc.).
- If showing an error, wrap the call in
try()instead - Consider custom predicates (e.g.,
googlesheets4::sheets_has_token()) withif ()blocks - Sometimes
interactive()can be used as the condition - Lengthy examples (> 5 sec) can use
\donttest{}
Never Comment Out Code in Examples
# BAD - Will be rejected
#' @examples
#' # my_function(x) # Don't do this!
CRAN's guidance: "Examples/code lines in examples should never be commented out. Ideally find toy examples that can be regularly executed and checked."
Guarding Examples with Suggested Packages
Use @examplesIf for entire example sections requiring suggested packages:
#' @examplesIf rlang::is_installed("dplyr")
#' library(dplyr)
#' my_data %>% my_function()
For individual code blocks within examples:
#' @examples
#' if (rlang::is_installed("dplyr")) {
#' library(dplyr)
#' my_data %>% my_function()
#' }
DESCRIPTION Title Field
CRAN enforces strict Title requirements:
Use Title Case
Capitalize all words except articles like 'a', 'the'. Use tools::toTitleCase() to help format.
Avoid Redundancy
Common phrases that get flagged:
- "A Toolkit for" → Remove
- "Tools for" → Remove
- "for R" → Remove
Examples:
# BAD
Title: A Toolkit for the Construction of Modeling Packages for R
# GOOD
Title: Construct Modeling Packages
# BAD
Title: Command Argument Parsing for R
# GOOD
Title: Command Argument Parsing
Quote Software/Package Names
Put all software and R package names in single quotes:
# GOOD
Title: Interface to 'Tiingo' Stock Price API
Length Limit
Keep titles under 65 characters.
DESCRIPTION Description Field
Never Start With Forbidden Phrases
CRAN will reject descriptions starting with:
- "This package"
- Package name
- "Functions for"
# BAD
Description: This package provides functions for rendering slides.
Description: Functions for rendering slides to different formats.
# GOOD
Description: Render slides to different formats including HTML and PDF.
Expand to 3-4 Sentences
Single-sentence descriptions are insufficient. Provide a broader description of:
- What the package does
- Why it may be useful
- Types of problems it helps solve
# BAD (too short)
Description: Render slides to different formats.
# GOOD
Description: Render slides to different formats including HTML and PDF.
Supports custom themes and progressive disclosure patterns. Integrates
with 'reveal.js' for interactive presentations. Designed for technical
presentations and teaching materials.
Quote Software Names, Not Functions
# BAD
Description: Uses 'case_when()' to process data.
# GOOD
Description: Uses case_when() to process data with 'dplyr'.
Software, package, and API names get single quotes (including 'R'). Function names do not.
Expand All Acronyms
All acronyms must be fully expanded on first mention:
# BAD
Description: Implements X-SAMPA processing.
# GOOD
Description: Implements Extended Speech Assessment Methods Phonetic
Alphabet (X-SAMPA) processing.
Publication Titles Only in Double Quotes
Only use double quotes for publication titles, not for phrases or emphasis:
# BAD
Description: Handles dates like "the first Monday of December".
# GOOD
Description: Handles dates like the first Monday of December.
URL and Link Validation
All URLs Must Use HTTPS
CRAN requires https:// protocol for all URLs. HTTP links will be rejected.
# BAD
URL: http://paleobiodb.org/
# GOOD
URL: https://paleobiodb.org/
No Redirecting URLs
CRAN rejects URLs that redirect to other locations. Example rejection:
Found the following (possibly) invalid URLs:
URL: https://h3geo.org/docs/core-library/coordsystems#faceijk-coordinates
(moved to https://h3geo.org/docs/core-library/coordsystems/)
Use urlchecker Package
# Find redirecting URLs
urlchecker::url_check()
# Automatically update to final destinations
urlchecker::url_update()
Ignore URLs That Will Exist After Publication
Some URLs that don't currently resolve will exist once the package is published on CRAN. These should NOT be changed:
- CRAN badge URLs (e.g.,
https://cran.r-project.org/package=pkgname) - CRAN status badges (e.g.,
https://www.r-pkg.org/badges/version/pkgname) - CRAN check results (e.g.,
https://cranchecks.info/badges/pkgname) - Package documentation URLs on r-universe or pkgdown sites that deploy after release
When urlchecker::url_check() flags these URLs, leave them as-is. They are aspirational URLs that will work once the package is on CRAN.
Check for Invalid File URIs
Relative links in README must exist after package build. Common issue:
Found the following (possibly) invalid file URI:
URI: CODE_OF_CONDUCT.md
From: README.md
This occurs when files are in .Rbuildignore. Solutions:
- Remove file from
.Rbuildignore - Use
usethis::use_code_of_conduct()which generates sections without relative links
Administrative Requirements
Copyright Holder Role
Always add [cph] role to Authors field, even if you're the only author:
# Required
Authors@R: person("John", "Doe", role = c("aut", "cre", "cph"))
Posit-Supported Packages
For packages in Posit-related GitHub organizations (posit-dev, rstudio, r-lib, tidyverse, tidymodels) or maintained by someone with a @posit.co email address, include Posit Software, PBC as copyright holder and funder:
Authors@R: c(
person("Jane", "Doe", role = c("aut", "cre"),
email = "jane.doe@posit.co"),
person("Posit Software, PBC", role = c("cph", "fnd"),
comment = c(ROR = "03wc8by49"))
)
LICENSE Year
Update LICENSE year to current submission year:
# If LICENSE shows 2024 but submitting in 2026
# Update: 2024 → 2026
Method References
CRAN may ask:
If there are references describing the methods in your package, please add these in the description field...
If there are no references, reply to the email explaining this. Consider adding a preemptive note in cran-comments.md:
Truncated for display — read the full file on GitHub.
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Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.
