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.

开箱即有 800+ 可稳定流畅播放频道的自托管 IPTV 直播源管理与分发系统，聚合了央视频、咪咕、央视、卫视、凤凰卫视、亚太、国际、地方台、体育赛事、抖音直播、B 站直播、斗鱼直播、虎牙直播、会场、场馆等，以及自定义抓取源和订阅，并提供 EPG 节目单与聚合功能；另外还自带 GUI 可视化管理后台，支持 Docker Compose 或 Node.js 运行，适合 NAS 与家庭服务器。

01Result

akiralereal/iptv ↗

akiralereal/iptv AI coding statistics: 60.8%

of 515 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate

60.8% agent · top contributor 82.4%3 contributors

individual

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

313

agent commits

202

other considered commits

agent contributors

82.4%

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

313assisted

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

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

Which agents

Agent	Vendor	Commits	Share
Claude Code	Anthropic	313	60.8%

03Evidence

Inspect the matches

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

Matched commit samples

b946c826 on GitHubfix(playlist): generate the playlist when there is no previous one to presClaude Code
b4959aeb on GitHubchore(release): v4.15.0Claude Code
1d8c782e on GitHubfeat(heilongjiang,yunnan): add 黑龙江 and 云南 official liveClaude 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 window	539
Merge commits removed	−23
CI / dependency bots removed	−1
Considered	515

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 →JavaScript AI coding statisticsCompare evidence across JavaScript 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 akiralereal/iptv

Scan another repository

Try

Month	Agent share	Considered commits
2026-02	0%	80
2026-03	5.7%	35
2026-04	84.2%	19
2026-05	100%	15
2026-06	94.6%	111
2026-07	81.8%	11
2026-08	67.4%	141
2026-09	68.9%	103