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.

AutoClip｜一个链接，一键出片。开源 AI 视频剪辑桌面工具，将播客、访谈、课程等长视频自动剪成短视频，生成字幕、封面和发布文案，适配抖音、小红书、TikTok、Reels 与 YouTube Shorts。Open-source AI video clipping & content repurposing.

01Result

zhouxiaoka/autoclip ↗

zhouxiaoka/autoclip AI coding statistics: 88.1%

of 42 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
Too little recent activity to publish. Only 42 commits landed in this window, so the percentage is noisy. Repositories below 100 are excluded from the index for this reason.
88.1% agent · top contributor 83.8%2 contributors
individual

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

37
agent commits
5
other considered commits
2
agent contributors
83.8%
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

37assisted
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
2026-0590%20
2026-0683.3%6
2026-0987.5%16

Peak month: 90%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic2354.8%
Cursor AgentAnysphere1433.3%

03Evidence

Inspect the matches

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

Matched commit samples

  • e7448e33 on GitHubci: grant contents:write so desktop release can be publishedClaude Code
  • 6280d235 on GitHubchore: release v1.2.0Claude Code
  • 2f7a4bf8 on GitHubfix: remove unused eslint-disable directive; inject PostHog key in CI builClaude Code
  • aaf863bb on GitHub出片质量工程化 + 发布导出：按时长切、对齐字幕、渲 9:16 成片Cursor Agent
  • 9f81b5c5 on GitHub开发者形态：autoclip CLI、MCP server、Ollama / LM Studio 本地模型预设Cursor Agent
  • f1b84270 on GitHubui: 按 DESIGN.md 重做详情页 / 设置页 / 卡片，新增应用内反馈与周报脚本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 window44
Merge commits removed−2
CI / dependency bots removed−0
Considered42

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 zhouxiaoka/autoclip

Scan another repository

Try