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.

A pleasant note-taking platform with native speed, majoring in Markdown, MindMap, Typst, and plain text.

01Result

vnotex/vnote ↗

vnotex/vnote AI coding statistics: 0.6%

of 909 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
0.6% agent · top contributor 100%1 contributor
individual

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

5
agent commits
904
other considered commits
1
agent contributors
100%
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

5assisted
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
2026-051.2%251
2026-060.9%232
2026-070%163
2026-080%122
2026-090%141

Peak month: 1.2%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic30.3%
GitHub CopilotGitHub20.2%

03Evidence

Inspect the matches

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

Matched commit samples

  • b60cd8e8 on GitHubfix(sync): cache sync method before dialog closes + UI polishClaude Code
  • e4e0a58f on GitHubfix(tests): copy VTextEdit DLL to controllers and integration test dirsClaude Code
  • 3d002a5f on GitHubfeat(sync): add EventBridge + WorkQueueDrainThread for auto-syncClaude Code
  • ab8e7d5d on GitHubdocs: require pushing submodules before vnote to prevent CI breakageGitHub Copilot
  • d011ed15 on GitHubUnify Settings/dialog label casing to sentence caseGitHub 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 window911
Merge commits removed−2
CI / dependency bots removed−0
Considered909

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 →C++ AI coding statisticsCompare evidence across C++ 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 vnotex/vnote

Scan another repository

Try