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

danielmiessler/LifeOS ↗

danielmiessler/LifeOS AI coding statistics: 26%

of 204 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
26% agent · top contributor 86.8%5 contributors
individual

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

53
agent commits
151
other considered commits
5
agent contributors
86.8%
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

53assisted
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
2026-010%1
2026-0273.7%57
2026-0341.7%24
2026-040%17
2026-050%12
2026-070%78
2026-080%14
2026-09100%1

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

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic5326%

03Evidence

Inspect the matches

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

Matched commit samples

  • 1ae76c87 on GitHubdocs: credit 29 community contributors from the 2026-09-03 triage (README Claude Code
  • 4ace2144 on GitHubfix(installer): check for unzip before bun install (#856)Claude Code
  • f3352194 on GitHubfix(installer): deduplicate bun shell config entries on retry (#954)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 window215
Merge commits removed−11
CI / dependency bots removed−0
Considered204

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
danielmiessler/LifeOS
Default branch
main
Resolved HEAD
5e2f2e8c0abde612da0e99c16c0d07d4ec21b88c ↗
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.

CohortJS/TS · 376 eligible repositories · at least 100 considered commits2026-09-18-v3.0 · February–September 15, 2026 · 194 of 570 ecosystem repositories excluded
Agent-commit share position82nd percentile

Midrank percentile; equal shares split the tied positions.

Repository
26%
Cohort median
5.4%
Share rank
68 / 376
0th50th100th

Percentile = (repositories below + half of 1 tied repository) ÷ 376.

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 danielmiessler/LifeOS

Scan another repository

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