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

mihomo-party-org/clash-party ↗

mihomo-party-org/clash-party AI coding statistics: 5.8%

of 276 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
5.8% agent · top contributor 75%5 contributors
team

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

16
agent commits
260
other considered commits
5
agent contributors
75%
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

16assisted
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
2026-037.4%27
2026-040%46
2026-050%32
2026-060%25
2026-070%47
2026-0816.1%62
2026-0919%21

Peak month: 19%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic165.8%

03Evidence

Inspect the matches

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

Matched commit samples

  • 7d4caf83 on GitHubfix: a batch of small UI, tray, floating window and file handling bugs (#2Claude Code
  • 9ddc3ac4 on GitHubfix: let users recover from a crash without restarting the app (#2111)Claude Code
  • a092eb50 on GitHubfeat(plugin): CPX v2 availability hardening (squash of cpx-v2-availabilityClaude 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 window278
Merge commits removed−2
CI / dependency bots removed−0
Considered276

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
mihomo-party-org/clash-party
Default branch
smart_core
Resolved HEAD
5ace1da9c87ad04d2f4ab1f77697b24c6e1f5e1c ↗
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 position51st percentile

Midrank percentile; equal shares split the tied positions.

Repository
5.8%
Cohort median
5.4%
Share rank
184 / 376
0th50th100th

Percentile = (repositories below + half of 3 tied repositories) ÷ 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 mihomo-party-org/clash-party

Scan another repository

Try