Skip to content
Back to skills

Cran Audit

ASecurity

Audit an R package against CRAN Repository Policy and submission requirements. Produces a gap report with Critical (must fix), Warnings (should fix), and pass/fail assessment per requirement type. Offers automated fixes where possible.

  • 2 stars
  • 0 votes
  • 0 copies
  • 0 views
  • Added October 19, 2026
ai-agentsgobashtestingdocumentation

Security analysis

A100/100

Scanned October 19, 2026

npx -y skills add queelius/claude-anvil --skill cran-audit --agent claude-code

Installs into .claude/skills of the current project.

Are you the author of Cran Audit?

Add the live security badge to your README. It updates with every re-scan.

Security grade badge for Cran Audit
[![Security: A — Skills Directory](https://www.skillsdirectory.com/api/skills/queelius-cran-audit/badge)](https://www.skillsdirectory.com/skills/queelius-cran-audit)

More formats (shields.io, HTML) on the badges page. Keep it an A: scan every change in CI with Pro.

Download with Pro
SKILL.md
---
name: cran-audit
description: >-
  Audit an R package against CRAN Repository Policy and submission
  requirements. Produces a gap report with Critical (must fix), Warnings
  (should fix), and pass/fail assessment per requirement type. Offers
  automated fixes where possible.
---

# CRAN Submission Audit

Audit an R package against CRAN Repository Policy requirements and produce a structured gap report. This skill evaluates package structure, DESCRIPTION metadata, documentation, code quality, and test coverage against the full CRAN checklist.

## Workflow

### 1. Locate the Package

Identify the R package to audit. Look for `DESCRIPTION` file in the current working directory or a specified path. If no R package is found, ask the user which package to audit.

### 1b. Load User Config

Read `.claude/pub-pipeline.local.md` if it exists (Read tool). Extract author metadata and package context from YAML frontmatter. If the file is missing, inform the user and offer to create one from the template at `${CLAUDE_PLUGIN_ROOT}/docs/user-config-template.md`.

### 1c. Verify Dependency Availability

Before running the full audit, check that all dependencies are available on CRAN (Bash tool):

1. Parse `Imports`, `Depends`, and `LinkingTo` fields from `DESCRIPTION`
2. For each dependency that is not a base or recommended package, verify it exists on CRAN:
```bash
Rscript -e 'ap <- available.packages(); cat("PKG_NAME" %in% rownames(ap))'
```
3. For dependencies with version requirements (e.g., `pkg (>= 2.0)`), verify the requirement is satisfiable:
```bash
Rscript -e 'ap <- available.packages(); cat(ap["PKG_NAME", "Version"])'
```
Compare the available version against the minimum required version.

If any dependency is **not on CRAN**, flag it as a **hard blocker** in the gap report and stop here — the package cannot pass `R CMD check --as-cran` until all dependencies are available. Recommend the user publish the missing dependency first or switch to a CRAN-available alternative.

### 2. Gather Package State

Run these checks in parallel where possible:

**Regenerate documentation** (Bash tool):
Run `Rscript -e 'devtools::document()'` to ensure NAMESPACE and `man/` files are current before auditing them. This prevents false negatives from stale roxygen output.

**Package metadata** (Read tool):
- Read `DESCRIPTION` — check all required fields
- Read `NAMESPACE` — verify auto-generation by roxygen2
- Read `LICENSE` or `LICENSE.md` — verify OSI-approved license
- Check for `NEWS.md`, `cran-comments.md`, `README.md`

**Code quality** (Grep/Glob tools):
- Search for `q()` calls in R code
- Search for `.Internal()`, `:::` accessing base internals
- Search for writes outside `tempdir()` / `tools::R_user_dir()`
- Check that Suggested packages are used conditionally (`if (requireNamespace(...))`)
- Verify no binary executables in source
- Search for `options()` or `par()` calls that don't restore state via `on.exit()` or `withr`
- Run `urlchecker::url_check()` to verify all URLs are valid and HTTPS

**Documentation** (Grep/Glob tools):
- Check all exported functions have `@returns` roxygen tag
- Check all exported functions have `@examples` roxygen tag
- Verify `man/` directory exists with `.Rd` files

**R CMD check** (Bash tool):
```bash
cd /path/to/package && Rscript -e 'devtools::check(args = "--as-cran")'
```

**Test coverage** (Bash tool):
```bash
cd /path/to/package && Rscript -e 'covr::package_coverage()'
```

### 3. Evaluate Against Checklist

Score each item from the CRAN checklist as PASS, FAIL, or WARN. Consult the full checklist in `${CLAUDE_PLUGIN_ROOT}/docs/cran-reference.md` for detailed requirements.

Key categories to evaluate:

| Category | Key Checks |
|----------|-----------|
| **DESCRIPTION** | Title case, no period, informative Description, Authors@R with roles, valid License |
| **Dependencies** | Imports from CRAN/Bioconductor only, conditional Suggests usage |
| **Code behavior** | No q(), no .Internal, no writing outside tempdir, no global env modification |
| **Documentation** | All exports have @returns and @examples, vignettes build |
| **Examples** | `\dontrun{}` only for truly non-runnable code; prefer `\donttest{}` for slow examples (still run by `--as-cran` since R 4.0.0, so they must pass) |
| **Side effects** | `options()`/`par()` restored via `on.exit()` or `withr`; no persistent state changes |
| **Size** | Tarball ideally <10MB ("if possible"), data and docs each <5MB as a general rule, examples run in seconds |
| **Cross-platform** | Portable code, no OS-specific assumptions |
| **Testing** | R CMD check clean (0E/0W), notes explained |
| **URLs** | All URLs valid and using HTTPS |

### 4. Produce Gap Report

Format the report as:

```markdown
# CRAN Audit Report: {package name} v{version}

## Summary
- **Status**: READY / NEEDS WORK / NOT READY
- **Score**: X/Y checks passed
- **Blockers**: N critical issues

## Critical (Must Fix)
1. [Issue description] — [file:line] — [how to fix]

## Warnings (Should Fix)
1. [Issue description] — [file:line] — [recommendation]

## Passed
- [Check name] ✓

## R CMD Check Results
[Paste relevant output]

## Recommended Next Steps
1. [Ordered list of actions]
```

### 5. Offer to Fix

After presenting the report, offer to fix issues that can be automated:
- Add missing `@returns` tags
- Add `cran-comments.md` if missing
- Fix Title/Description formatting
- Add conditional `requireNamespace()` checks
- Create `NEWS.md` if missing
- Replace `\dontrun{}` with `\donttest{}` where appropriate

## Reference Files

For the complete CRAN policy checklist and submission workflow, consult:
- **`${CLAUDE_PLUGIN_ROOT}/docs/cran-reference.md`** — Full CRAN Repository Policy reference with pre-submission checklist, submission workflow, and common rejection reasons

## Important Notes

- NAMESPACE is auto-generated by roxygen2 — never edit manually. Run `devtools::document()` after any roxygen changes.
- `R CMD check --as-cran` is the gold standard. If it passes with 0E/0W/0N, the package is very likely to be accepted.
- First-time submissions face heightened scrutiny. The Description field is especially important.
- CRAN reviewers are volunteers. Respect their time by fixing all automated issues before submission.

Attribution

Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.

Comments

Loading comments…

Newsletter

Get the weekly list of safe new skills, and the ones we pulled.