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Organization

31 repositories under this organization are linked from a CRAN or Bioconductor package.

31
repositories
31
packages
31
scanned
last on 2026-10-22
15
with an AI coding tool found
of 31 scanned

Repositories

Repository practices

PracticesBeta

18 practices seen across 6 families in the default branch of the 31 scanned repositories

Each chip gives how many repositories have that practice. The fill is its share of them.

Continuous integration (5)
Any CI configured, Travis config alone not counted 31GitHub Actions 31R CMD check workflow 31Coverage workflow 25Checks on R-devel 27
Review and style (4)
lintr 1Lint workflow 14Air 24Code owners 12
Reproducibility (2)
Dev container 1data-raw 15
Documentation (2)
pkgdown site 30GitHub Pages site 31
Credit and governance (4)
Code of conduct 28Contributing guide 23codemeta 1Governance 1
Release process (1)
Default branch ahead of CRAN 30 of 30

Default branch ahead of CRAN: 30 of the 30 whose default branch version could be compared with the CRAN release.

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A practice counts when its file is in the repository.

A code of conduct, contributing guide or pull request template also counts when GitHub shows the organization's default from its .github repository on a repository that has none of its own. The note under its family then says how many are the repositories' own and how many are the default.

A repository without the file may still follow the practice another way.

AI coding tools

Found inBeta

15of 31scanned repositories have a tool found in them

A pull request opened by a tool's account, commits by a tool's account, or commits whose message credits a tool
12
A tool's file in the repository and nothing else
3

1 more has only AGENTS.md or a shared agents folder, which any agent may read, so it names no tool.

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Some tools leave nothing we can find in a repository's files, pull requests or commit messages.

A repository where two tools were found is counted once in the total and once under each tool, so the tool rows add up to more than 15.

Finding nothing does not mean no tool was used.

How this is detected·Detection ruleset v3 (updated 2026-09-19)
By tool
  • Claude Code14 repositories
    What was found: a pull request it wrote in 4; commits by its account in 4; its file in the repository in 8; commits crediting it in 8
    Commits by its own account: 6, in 4 repositories
    Commits crediting it: at least 156, in 8 repositories
  • GitHub Copilot6 repositories
    What was found: a pull request opened by its account in 5; commits by its account in 3; its file in the repository in 1; commits crediting it in 4
    Commits by its own account: 22, in 3 repositories
    Commits crediting it: at least 23, in 4 repositories
  • Posit Assistant1 repository
    What was found: its file in the repository in 1
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The same commit can be in both counts, for example when a tool's own account made it and its message also credits the tool.

Commits crediting a tool are counted from the searches run so far, so that figure is a minimum.

Each count covers the whole default branch, which in some repositories includes code outside the R package.

The two commit counts answer different questions and are never added. Commits crediting a tool are a minimum.

Repositories where a tool was found (15)
Packages: blob
  • Claude Codefirst seen on or before 2026-05-16
    Commits: 1 by its own account · at least 34 crediting it in the message
Packages: datadict
  • Claude Codefirst seen 2026-03-20
    Seen in the repository: .claude
    Named in .gitignore: .claude
    Pull request it wrote: opened by a project member
    Commits: at least 6 crediting it in the message
Packages: dbplyr
  • Claude Codefirst seen 2025-11-28
    Seen in the repository: .claude, .claude/skills
    Named in .Rbuildignore: .claude
    Commits: at least 2 crediting it in the message
Packages: dplyr
  • Claude Codefirst seen 2026-01-16
    Seen in the repository: .claude, .claude/skills
    Named in .Rbuildignore: .claude
  • GitHub Copilotfirst seen 2025-11-17
    Pull request: opened by its own account
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Packages: duckplyr
  • Claude Codefirst seen on or before 2026-05-16
    Commits: 2 by its own account · at least 37 crediting it in the message
  • GitHub Copilotfirst seen 2025-11-26
    Pull request: opened by its own account
    Commits: 18 by its own account · at least 18 crediting it in the message
Packages: ellmer
  • Claude Codefirst seen 2025-07-19
    Seen in the repository: .claude, .claude/skills
    Named in .Rbuildignore: .claude
    Pull request it wrote: opened by a project member
    Commits: at least 5 crediting it in the message
Packages: hms
  • Claude Codefirst seen on or before 2026-05-16
    Commits: 1 by its own account · at least 34 crediting it in the message
Packages: ragnar
  • Claude Codefirst seen 2025-05-22
    Named in .Rbuildignore: .claude
    Named in .gitignore: .claude
    Pull request it wrote: opened by a project member
Packages: readr
  • Claude Codefirst seen 2025-11-12
    Seen in the repository: .claude, .claude/skills
    Named in .Rbuildignore: .claude, CLAUDE.md
    Named in .gitignore: .claude
Packages: readxl
  • Claude Codefirst seen 2026-05-04
    Named in .Rbuildignore: .claude
    Named in .gitignore: .claude
    Commits: at least 2 crediting it in the message
  • GitHub Copilotfirst seen 2026-09-22
    Pull request: opened by its own account
  • Posit Assistantfirst seen 2026-09-21
    Seen in the repository: .posit/assistant
Packages: rvest
  • Claude Codefirst seen 2026-09-17
    Seen in the repository: .claude
    Named in .Rbuildignore: .claude
Packages: tibble
  • Claude Codefirst seen on or before 2026-05-16
    Commits: 2 by its own account · at least 36 crediting it in the message
  • GitHub Copilotfirst seen 2025-11-17
    Seen in the repository: .github/copilot-instructions.md
    Pull request: opened by its own account
    Commits: 3 by its own account · at least 3 crediting it in the message
Packages: tidyr
  • GitHub Copilotfirst seen 2025-09-19
    Commits: at least 1 crediting it in the message
Packages: vitals
  • Claude Codefirst seen 2025-03-04
    Seen in the repository: .claude, .claude/agents, CLAUDE.md
    Named in .Rbuildignore: .claude, CLAUDE.md
    Pull request it wrote: opened by a project member
  • GitHub Copilotfirst seen 2025-11-20
    Pull request: opened by its own account
    Commits: 1 by its own account · at least 1 crediting it in the message
Packages: vroom
  • Claude Codefirst seen 2025-11-14
    Seen in the repository: .claude, CLAUDE.md
    Named in .Rbuildignore: .claude, CLAUDE.md
    Named in .gitignore: .claude

A line in .gitignore or .Rbuildignore that names a tool's folder is not counted here. RStudio 2026.06 and later add lines like it when they update a project's ignore files, whether or not the tool is used.

AI findings for repositories whose maintainers asked to be left out are not shown. Ask to be left out

From outside contributors

3repositories

A coding agent was used in a pull request from someone outside the project, sent from a fork or by a person who is not an owner, member or collaborator.

These are the contributors' tools and are not counted above.

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