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.

Claude / Codex / Gemini API Proxy - CCX

01Result

BenedictKing/ccx ↗

BenedictKing/ccx AI coding statistics: 0.3%

of 3,013 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
0.3% agent · top contributor 62.5%3 contributors
individual

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

8
agent commits
3,005
other considered commits
3
agent contributors
62.5%
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

8assisted
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%53
2026-030%98
2026-040%167
2026-051.2%585
2026-060.1%859
2026-070%630
2026-080%419
2026-090%202

Peak month: 1.2%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic80.3%

03Evidence

Inspect the matches

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

Matched commit samples

  • 34afa689 on GitHubfix(handlers): 修复深层嵌套图片检测遗漏导致视觉回退失效Claude Code
  • f9ab8a34 on GitHubfix(converters): Responses → Claude 链路缺少 max_tokens 默认值Claude Code
  • fce50ad5 on GitHubfeat(desktop): Agent 配置应用/恢复前展示 git-style diff 预览Claude 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 window3,146
Merge commits removed−133
CI / dependency bots removed−0
Considered3,013

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 →Go AI coding statisticsCompare evidence across Go 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 BenedictKing/ccx

Scan another repository

Try