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.

基于图像识别的自动化黑盒测试框架 | An automation black-box testing framework based on image recognition

01Result

MaaXYZ/MaaFramework ↗

MaaXYZ/MaaFramework AI coding statistics: 6%

of 301 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
6% agent · top contributor 38.9%9 contributors
org-wide

Adoption is broad. Many contributors are committing agent-authored work, which is what a real organisational rollout looks like.

18
agent commits
283
other considered commits
9
agent contributors
38.9%
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

18assisted
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
2026-024.7%64
2026-034.4%68
2026-047%43
2026-0516.7%18
2026-060%18
2026-079.5%21
2026-083%33
2026-098.3%36

Peak month: 16.7%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
GitHub CopilotGitHub82.7%
Claude CodeAnthropic51.7%
Cursor AgentAnysphere51.7%

03Evidence

Inspect the matches

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

Matched commit samples

  • 13ff95cd on GitHubfeat(Win32-Front): 截图时尝试窗口前置 (#1334)GitHub Copilot
  • 2cf66a93 on GitHubchore: 添加`WlRoots`控制器的schema (#1266)GitHub Copilot
  • 3eb20a9c on GitHubfix(MacOS): global event 的一些小补丁 (#1233)GitHub Copilot
  • e9ab4b02 on GitHubfix(python): 修复绑定初始化的线程竞态导致并发连接失败 (#629) (#1490)Claude Code
  • ca9c664f on GitHubfeat: 新增 ScreenshotTargetExpand 截图缩放模式 (面向 Unity 游戏的模板匹配场景) (#1336)Claude Code
  • e0662af6 on GitHubfix(win32): 键盘注入时补全硬件扫描码(wScan) (#1307)Claude Code
  • 36494c91 on GitHubfix(agent): 修复 Ubuntu test CICursor Agent
  • ade689ab on GitHubfix(ci): 修复跟随大版本时损坏的 workflow YAML (#1426)Cursor Agent
  • 3c640ba5 on GitHubdoc: pi 2.9 匿名遥测上报 (#1414)Cursor Agent

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 window339
Merge commits removed−0
CI / dependency bots removed−38
Considered301

Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.

Continue exploring

Claude Code commitsBrowse repositories with detected Claude Code signatures →GitHub Copilot commitsBrowse repositories with detected GitHub Copilot signatures →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →C++ AI coding statisticsCompare evidence across C++ repositories →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 MaaXYZ/MaaFramework

Scan another repository

Try