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 for All: The First Systematic Vibe Coding Tutorial | From Zero to Full-Stack, Bring Your Ideas to Life | Live at: www.vibevibe.cn ；全民AI学习第一课，首个系统化 Vibe Coding 开源教程 | 零基础到全栈实战，让人人都能借助 AI 实现自己的想法与创意 | 在线地址：www.vibevibe.cn

01Result

datawhalechina/vibe-vibe ↗

datawhalechina/vibe-vibe AI coding statistics: 55.2%

of 58 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

Too little recent activity to publish. Only 58 commits landed in this window, so the percentage is noisy. Repositories below 100 are excluded from the index for this reason.

55.2% agent · top contributor 56.3%4 contributors

team

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

agent commits

other considered commits

agent contributors

56.3%

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

30assisted

2autonomous

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

Peak month: 73.7%. Bars are scaled to that peak, not to 100%.

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	30	51.7%
GitHub Copilot	GitHub	2	3.4%

03Evidence

Inspect the matches

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

Matched commit samples

bf414ced on GitHubfeat: Add English translation and restructure Basic sectionClaude Code
6ed205ee on GitHubchore: 注释 develop 分支配置Claude Code
bf67857c on GitHubfeat: 简化工作流，feature 分支直接 PR 到 masterClaude Code
ec4a8f28 on GitHubAdd NVIDIA AI 5-Layer Cake article to Articles sectionGitHub Copilot
cbdde9cf on GitHubInitial planGitHub Copilot

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 window	102
Merge commits removed	−44
CI / dependency bots removed	−0
Considered	58

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 →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 datawhalechina/vibe-vibe

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	73.7%	19
2026-03	47.4%	38
2026-04	0%	1