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.

自动化上传视频到社交媒体：抖音、小红书、视频号、tiktok、youtube、bilibili

01Result

dreammis/social-auto-upload ↗

dreammis/social-auto-upload AI coding statistics: 3.9%

of 103 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
3.9% agent · top contributor 75%2 contributors
individual

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

4
agent commits
99
other considered commits
2
agent contributors
75%
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

4assisted
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
2026-030%27
2026-040%8
2026-0537.5%8
2026-063.4%29
2026-070%12
2026-080%19

Peak month: 37.5%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic32.9%
Cursor AgentAnysphere11%

03Evidence

Inspect the matches

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

Matched commit samples

  • 7ae69436 on GitHubfeat(douyin): 「自主声明」默认勾选「内容为个人观点或见解」Claude Code
  • 1b36b8bd on GitHubfix(xiaohongshu): 话题候选等不到时跳过该标签继续发布Claude Code
  • 3ef4cd32 on GitHubfix(tencent): 视频号「声明原创」缺失时跳过而非中止发布Claude Code
  • 13f7bd7a on GitHubfix: avoid f-string backslash syntax error in xiaohongshu uploaderCursor 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 window142
Merge commits removed−39
CI / dependency bots removed−0
Considered103

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 →Cursor Agent commitsBrowse repositories with detected Cursor Agent signatures →Python AI coding statisticsCompare evidence across Python 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 dreammis/social-auto-upload

Scan another repository

Try