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.

The most full featured web-to-app toolkit on Android, a complete APK workshop that runs entirely on your phone Ca: H2mNeSJV75VuQpGA9C11FwWoT9DU7sMCYUNVaMyQpump

01Result

shiaho777/web-to-app ↗

shiaho777/web-to-app AI coding statistics: 6.3%

of 860 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
6.3% agent · top contributor 63%3 contributors
individual

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

54
agent commits
806
other considered commits
3
agent contributors
63%
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

54assisted
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
2026-0429.3%41
2026-050%38
2026-060%264
2026-070%163
2026-080%216
2026-0930.4%138

Peak month: 30.4%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
DevinCognition424.9%
Claude CodeAnthropic121.4%

03Evidence

Inspect the matches

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

Matched commit samples

  • eafd07e4 on GitHubfix(i18n): complete translation leak audit + runtime language propagation Devin
  • f6b48bf3 on GitHubfix(extensions): rebuild built-in modules when the app language changes (#Devin
  • a3c73635 on GitHubfix(webview): resolve opaque-origin blob URLs via cross-context lookup (#9Devin
  • ba98ecf7 on GitHubfix: white screen when reopening app from launcher iconClaude Code
  • af521004 on GitHubfix: apply same status bar icon fix to WebViewActivity (preview mode)Claude Code
  • 10a0bba3 on GitHubfix: status bar icons invisible in dark mode (black on black)Claude Code

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 window925
Merge commits removed−58
CI / dependency bots removed−7
Considered860

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 →Devin commitsBrowse repositories with detected Devin 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 shiaho777/web-to-app

Scan another repository

Try