Pulse
2026-09-18-v3.0
Dataset
2026-09-18-v3.0
Ruleset
b2e8889c66f7
Scanned
2026-09-16
Window
February–September 15, 2026
Local to this browser

01Result

hugohe3/ppt-master ↗

hugohe3/ppt-master AI coding statistics: 44.4%

of 1,887 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
44.4% agent · top contributor 98.8%9 contributors
individual

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

838
agent commits
1,049
other considered commits
9
agent contributors
98.8%
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

838assisted
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. Across the whole index, 96% of agent commits are assisted.

Agent share by month

Agent-attributed commit share by month
MonthAgent shareConsidered commits
2026-020%16
2026-0331.2%77
2026-0448%221
2026-0548.3%242
2026-0675.5%188
2026-0716.5%607
2026-0848.3%358
2026-0998.9%178

Peak month: 98.9%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic83844.4%

03Evidence

Inspect the matches

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

Matched commit samples

  • be808929 on GitHubfix: template-mode checks carrier baselines and mirror text targets; transClaude Code
  • f58f846b on GitHubrefactor: Type A mirror becomes a tool publication path with a factual speClaude Code
  • 6627d92b on GitHubprompts: Stage 1 keeps the goal, not a template blackout; Create Template 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 window1,915
Merge commits removed−28
CI / dependency bots removed−0
Considered1,887

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

05Provenance

Pinned to a source state

This observation names the repository state, release, and detector that produced it. Use these identifiers when reproducing or citing the result.

Dataset release
2026-09-18-v3.0
Scan date
2026-09-16
Ruleset
sha256:b2e8889c66f72c18a61839f0bf1a9f77b5481ba2def044dba33c797b2f2bdcae
Canonical repository
hugohe3/ppt-master
Default branch
main
Resolved HEAD
650912985ff4fa4d9bd5551b69f0afd69624f696 ↗
Resolved
2026-09-16
Measurement window
February–September 15, 2026
Download observation JSONDeterministic export · same values as this page

06Peer context

Position among comparable repositories

The cohort uses the same release and measurement window, then narrows to the repository’s ecosystem and removes low-activity observations.

CohortPython · 247 eligible repositories · at least 100 considered commits2026-09-18-v3.0 · February–September 15, 2026 · 145 of 392 ecosystem repositories excluded
Agent-commit share position91st percentile

Midrank percentile; equal shares split the tied positions.

Repository
44.4%
Cohort median
6.3%
Share rank
24 / 247
0th50th100th

Percentile = (repositories below + half of 1 tied repository) ÷ 247.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code 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 hugohe3/ppt-master

Scan another repository

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