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.

🎬 火宝短剧 - 基于AI的一站式短剧生成平台 《一句话生成完整短剧，从剧本到成片全自动化》 Huobao Drama - An AI-Powered End-to-End Short Drama Generator "One Sentence to Complete Drama: Fully Automated from Script to Final Video"

01Result

chatfire-AI/huobao-drama ↗

chatfire-AI/huobao-drama AI coding statistics: 77%

of 252 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
77% agent · top contributor 99%3 contributors
individual

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

194
agent commits
58
other considered commits
3
agent contributors
99%
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

194assisted
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
2026-0216.7%18
2026-0390.8%119
2026-0410%10
2026-050%1
2026-0727.3%11
2026-0874.1%54
2026-09100%39

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

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic19477%

03Evidence

Inspect the matches

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

Matched commit samples

  • ff9b046f on GitHubdocs(readme): 头部新增官网入口 www.chatfire.site（四语言）Claude Code
  • 27cbab93 on GitHubchore(release): 国内分发启用 CDN 域名 installer.chatfire.siteClaude Code
  • e17054e4 on GitHubchore(release): 国内分发切换标准 COS 桶 huobao-installer(广州)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 window261
Merge commits removed−9
CI / dependency bots removed−0
Considered252

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 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 chatfire-AI/huobao-drama

Scan another repository

Try