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.

Self-hosted personal gallery application with online photo management and albums, supporting Live/Motion Photos, EXIF parsing, geolocation recognition, and an explore map.

01Result

HoshinoSuzumi/chronoframe ↗

HoshinoSuzumi/chronoframe AI coding statistics: 14.4%

of 90 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
Too little recent activity to publish. Only 90 commits landed in this window, so the percentage is noisy. Repositories below 100 are excluded from the index for this reason.
14.4% agent · top contributor 46.2%3 contributors
individual

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

13
agent commits
77
other considered commits
3
agent contributors
46.2%
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

11assisted
2autonomous

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
2026-020%1
2026-030%1
2026-049.2%65
2026-0533.3%3
2026-0666.7%6
2026-070%6
2026-080%5
2026-0966.7%3

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

Which agents

AgentVendorCommitsShare
GitHub CopilotGitHub77.8%
Claude CodeAnthropic66.7%

03Evidence

Inspect the matches

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

Matched commit samples

  • c2e90daa on GitHubfix(globe): make analysis mode labels reactive to locale changesGitHub Copilot
  • 1d04b66b on GitHubfix: 修复大图查看器在窗口 resize 后位置/缩放错乱与画面闪烁 (#273)GitHub Copilot
  • f91b2807 on GitHubfix: update .nuxtrc to align @nuxt/test-utils version with package.json (4GitHub Copilot
  • 470173d0 on GitHubfeat(albums): add album and intra-album photo orderingClaude Code
  • c951561d on GitHubfix(settings): stop runtime-config migration from resetting user settings Claude Code
  • 9ac08835 on GitHubfix(i18n): avoid useI18n() outside setup in async composablesClaude 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 window124
Merge commits removed−21
CI / dependency bots removed−13
Considered90

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 →TypeScript AI coding statisticsCompare evidence across TypeScript 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 HoshinoSuzumi/chronoframe

Scan another repository

Try