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.

BigBanana AI Director是一个工业级一站式 AI 短剧，AI 漫剧,AI 导演平台，面向创作者，实现从灵感到成片的高效生产。 它摇弃了传统的“抽卡式”生成，采用 "Script-to-Asset-to-Keyframe" 的工业化工作流。实现 “一句话生成完整短剧，从剧本到成片全自动化”，同时精准控制角色一致性、场景连续性与镜头运动。

01Result

shuyu-labs/BigBanana-AI-Director ↗

shuyu-labs/BigBanana-AI-Director AI coding statistics: 1%

of 314 commits in February–September 15, 2026 were committed by an AI agent — a floor, not an estimate
1% agent · top contributor 100%1 contributor
individual

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

3
agent commits
311
other considered commits
1
agent contributors
100%
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

3assisted
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
2026-020%221
2026-033%66
2026-0412.5%8
2026-050%7
2026-060%2
2026-070%3
2026-080%5
2026-090%2

Peak month: 12.5%. Bars are scaled to that peak, not to 100%.

Which agents

AgentVendorCommitsShare
Claude CodeAnthropic31%

03Evidence

Inspect the matches

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

Matched commit samples

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 window342
Merge commits removed−28
CI / dependency bots removed−0
Considered314

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 shuyu-labs/BigBanana-AI-Director

Scan another repository

Try