- Dataset
- 2026-10-27-catalog-ai-v2
- Ruleset
- b2e8889c66f7
- Scanned
- 2026-10-27
- Window
- February–September 15, 2026
Topic in, narrated explainer video out. A Claude Code / Codex skill that turns any topic into a black-canvas motion-graphics explainer video with TTS voiceover, subtitles and a chapter progress bar. Chinese or English; every frame drawn in code with Remotion.
01Result
Vincentwei1021/anything2explainer ↗Vincentwei1021/anything2explainer AI coding statistics: 85%
A small group is using agents. Adoption has spread beyond one person but is not project-wide.
02Drivers
What shapes this result
Mode, timing, and detected signatures show whether the result reflects broad adoption or one concentrated workflow.
Assisted or autonomous
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.
Which agents
| Agent | Vendor | Commits | Share |
|---|---|---|---|
| Claude Code | Anthropic | 17 | 85% |
03Evidence
Inspect the matches
Public commit samples let you inspect the signatures behind the aggregate result.
Matched commit samples
5b572395on GitHubfix(tts): 本地模型引擎的缓存键改用模型文件指纹,不再只看文件名Claude Code17ea1eb9on GitHubskill 通用化 + PR #4 跟进:去掉题材固定章法、清理项目专有引用、补齐 ARM TTS 引擎的缓存键与文档Claude Code4b213c38on GitHubdocs(zh): mirror the Linux / Raspberry Pi (ARM) section in README_ZH.mdClaude 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 | 20 |
| Merge commits removed | −0 |
| CI / dependency bots removed | −0 |
| Considered | 20 |
Bots are excluded from the denominator entirely. Agent attribution requires a literal supported signature; no code-style inference is used.
Continue exploring
Related coding-agent evidence
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 Vincentwei1021/anything2explainer