Pulse
2026-09-18-v3.0
Dataset
2026-10-27-catalog-ai-v2
Ruleset
b2e8889c66f7
Scanned
2026-10-27
Window
February–September 15, 2026
Catalog tracking observation. This repository is measured with the same fixed window and ruleset, but it is not part of the published benchmark or its aggregate claims.

Dynamic Documents for R

01Result

rstudio/rmarkdown ↗

rstudio/rmarkdown AI coding statistics: 37.8%

of 37 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
Too little recent activity to publish. Only 37 commits landed in this window, so the percentage is noisy. Repositories below 100 are excluded from the index for this reason.
37.8% agent · top contributor 71.4%2 contributors
individual

One person is driving this. The headline number reflects a single contributor's workflow, not a project-wide shift.

14
agent commits
23
other considered commits
2
agent contributors
71.4%
largest contributor

02Drivers

What shapes this result

Mode, timing, and detected signatures show whether the result reflects broad adoption or one concentrated workflow.

Assisted or autonomous

14assisted
0autonomous

Assisted — a developer’s identity authored the commit and the agent added itself as co-author. Autonomous — a bot identity authored the commit without a human identity attached.

Agent share by month

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-0266.7%3
2026-030%5
2026-040%7
2026-0666.7%3
2026-0853.3%15
2026-0950%4

Peak month: 66.7%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic1027%
GitHub CopilotGitHub410.8%

03Evidence

Inspect the matches

Public commit samples let you inspect the signatures behind the aggregate result.

Matched commit samples

  • ea64bc44 on GitHubOptionally abort on any Pandoc [WARNING] (#2638) (#2640)Claude Code
  • 9ef082bc on GitHubUse --math-method for Pandoc >= 3.11 to avoid deprecation warnings (#2638)Claude Code
  • 56929ccd on GitHubAdd input dir to TEXINPUTS so PDF output finds static images (#2637) (#263Claude Code
  • 194c2a11 on GitHubFix: intermediates_dir deletes external input files during render() (#2621GitHub Copilot
  • b6447ce9 on GitHubReplace --extract-media with Lua filter to fix _files/ cleanup regression GitHub Copilot
  • bc5593cf on GitHubRestrict --extract-media to non-HTML formats to fix pkgdown compatibility GitHub Copilot

04Method

What entered the denominator

The result begins with commit history, removes merges and routine automation, and reports literal agent signatures as a lower bound.

Exclusion ledger

Commits in window37
Merge commits removed−0
CI / dependency bots removed−0
Considered37

Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →GitHub Copilot commitsBrowse repositories with detected GitHub Copilot signatures →GitHub AI commit analyzerInspect another repository with the same evidence model →
Reproduce this observation

Run the same detector locally.

Deterministic signature matching; no code-style inference. Squash merges can remove trailers, so this result remains a measured floor.

npx qmmit-cli rstudio/rmarkdown

Scan another repository

Try