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

urfave/cli ↗

urfave/cli AI coding statistics: 9.3%

of 140 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
9.3% agent · top contributor 53.8%4 contributors
team

A small group is using agents. Adoption has spread beyond one person but is not project-wide.

13
agent commits
127
other considered commits
4
agent contributors
53.8%
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

10assisted
3autonomous

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
2026-0236.4%11
2026-0317.4%23
2026-040%8
2026-054.5%22
2026-064.8%42
2026-070%3
2026-088.3%24
2026-090%7

Peak month: 36.4%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic96.4%
GitHub CopilotGitHub42.9%

03Evidence

Inspect the matches

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

Matched commit samples

  • 827f487c on GitHubFix index out of range panic when Run is given no argumentsClaude Code
  • 8294cc82 on GitHubFix nil pointer dereference for interface-typed flag valuesClaude Code
  • 80f26253 on GitHubtest: explain why completionShells is mutated in completion error testsClaude Code
  • f5d08844 on GitHubRestore docs/go.mod and docs/go.sum (#5)GitHub Copilot
  • d895eca4 on GitHubRemove docs/go.mod and docs/go.sum (not relevant to PR)GitHub Copilot
  • d6047e03 on GitHubfix(test): set HideHelpCommand on leaf subcommand to properly validate fixGitHub Copilot

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 window274
Merge commits removed−117
CI / dependency bots removed−17
Considered140

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
urfave/cli
Default branch
main
Resolved HEAD
9b981a04295de5121091c479f8a7a0476d2e8d38 ↗
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.

CohortGo · 132 eligible repositories · at least 100 considered commits2026-09-18-v3.0 · February–September 15, 2026 · 62 of 194 ecosystem repositories excluded
Agent-commit share position72nd percentile

Midrank percentile; equal shares split the tied positions.

Repository
9.3%
Cohort median
2.8%
Share rank
37 / 132
0th50th100th

Percentile = (repositories below + half of 1 tied repository) ÷ 132.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →GitHub Copilot commitsBrowse repositories with detected GitHub Copilot 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 urfave/cli

Scan another repository

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