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.

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arcsin1/oh-my-ppt ↗

arcsin1/oh-my-ppt AI coding statistics: 3.6%

of 469 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
3.6% agent · top contributor 94.1%2 contributors
individual

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

17
agent commits
452
other considered commits
2
agent contributors
94.1%
largest contributor

What shapes this result

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

Assisted or autonomous

17assisted
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
2026-040%54
2026-057.2%221
2026-060.7%142
2026-070%46
2026-080%4
2026-090%2

Peak month: 7.2%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic173.6%

Inspect the matches

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

Matched commit samples

  • 94f806ef on GitHubfix: remove source document resolution from add-page flow and prevent IME Claude Code
  • 67ef09b3 on GitHubfix(speech): address owner review — type safety, security, and robustnessClaude Code
  • 05849b07 on GitHubfix(speech): address third round of PR review commentsClaude Code

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 window512
Merge commits removed−43
CI / dependency bots removed−0
Considered469

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

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 arcsin1/oh-my-ppt

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