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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spartan-ng/spartan ↗

spartan-ng/spartan AI coding statistics: 0.7%

of 703 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
0.7% agent · top contributor 40%4 contributors
team

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

5
agent commits
698
other considered commits
4
agent contributors
40%
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

5assisted
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
2026-020%146
2026-031.4%71
2026-043.1%64
2026-050%51
2026-060.4%280
2026-071.6%64
2026-080%18
2026-090%9

Peak month: 3.1%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic50.7%

Inspect the matches

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

Matched commit samples

  • f5f62057 on GitHubfix(dialog): forward generic result type through HlmDialogService.openClaude Code
  • 7ada58e0 on GitHubfix(select): select option with a falsy value on enter keypress (#1493)Claude Code
  • 6c69b407 on GitHubfix(tooltip): address review feedback on position change subscriptionClaude 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 window917
Merge commits removed−169
CI / dependency bots removed−45
Considered703

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 spartan-ng/spartan

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