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.

Awesome Japanese Learning Resources

01Result

yudataguy/awesome-japanese ↗

yudataguy/awesome-japanese AI coding statistics: 60.7%

of 117 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
60.7% agent · top contributor 59.2%3 contributors
individual

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

71
agent commits
46
other considered commits
3
agent contributors
59.2%
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

57assisted
14autonomous

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
2026-030%4
2026-040%5
2026-050%2
2026-0675.4%61
2026-0773.9%23
2026-0814.3%14
2026-0975%8

Peak month: 75.4%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic5647.9%
GitHub CopilotGitHub1512.8%

03Evidence

Inspect the matches

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

Matched commit samples

  • 4cc68add on GitHubAdd Self-Nomination Eligibility section to the PR templateClaude Code
  • 6a5d475a on GitHubRequire self-nominated items to be 6+ months old and, if paid, have 100+ uClaude Code
  • dd811567 on GitHubRun awesome-lint in CI alongside markdownlintClaude Code
  • 5a650af9 on GitHubAdd checklist item for description character limit validationGitHub Copilot
  • e4cbe171 on GitHubUpdate PR template to encourage both affiliates and nominatorsGitHub Copilot
  • 26bf0178 on GitHubAdd 90-day auto-closure period specification to PR templateGitHub 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 window154
Merge commits removed−37
CI / dependency bots removed−0
Considered117

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 →JavaScript AI coding statisticsCompare evidence across JavaScript repositories →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 yudataguy/awesome-japanese

Scan another repository

Try