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.

👾 AI-native Visual Analytics framework build for agents.

antvis/AVA ↗

antvis/AVA AI coding statistics: 40.6%

of 32 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
Too little recent activity to publish. Only 32 commits landed in this window, so the percentage is noisy. Repositories below 100 are excluded from the index for this reason.
40.6% agent · top contributor 53.8%3 contributors
individual

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

13
agent commits
19
other considered commits
3
agent contributors
53.8%
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

13assisted
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
2026-0238.9%18
2026-04100%1
2026-0557.1%7
2026-0616.7%6

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

Which agents

AgentVendorCommitsShare
GitHub CopilotGitHub825%
Claude CodeAnthropic412.5%
Gemini CLIGoogle13.1%

Inspect the matches

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

Matched commit samples

  • b198822f on GitHubFeat visualize (#966)GitHub Copilot
  • 836846a1 on GitHubAdd action buttons for data export and chart visualization (#947)GitHub Copilot
  • d3bf142d on GitHubAdd auto-deployment to GitHub Pages on ai branch merge (#937)GitHub Copilot
  • dcc1fd85 on GitHubfeat(suggest): improve suggestion UI with card layout and language-aw… (#9Claude Code
  • 6e38840d on GitHubfeat(site): add Excel file support and fix HTML markdown markers (#954)Claude Code
  • 41a81614 on GitHubfix(visualization): support non-array analysis data in chart type adv… (#9Claude Code
  • eef93845 on GitHub给 `AVA.analysis()` 方法加入分步进度报告能力,并在 site 侧新增 `AnalysisSteps` UI 组件实现可视化展示。 Gemini CLI

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 window32
Merge commits removed−0
CI / dependency bots removed−0
Considered32

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 antvis/AVA

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