- Dataset
- 2026-10-27-catalog-ai-v2
- Ruleset
- b2e8889c66f7
- Scanned
- 2026-10-27
- Window
- February–September 15, 2026
🎬 Evidence-led Seedance 2.5 / 2.0 prompt library: 840+ cases traced to original posts, 490+ cross-model retest runs, 27 copy-ready templates, 80+ installable AI-video Skills. Synced daily from goodcase.ai. EN / 中文 / 日本語.
01Result
LearnPrompt/awesome-seedance ↗LearnPrompt/awesome-seedance AI coding statistics: 62.1%
One person is driving this. The headline number reflects a single contributor's workflow, not a project-wide shift.
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.
Agent share by month
| Month | Agent share | Considered commits |
|---|---|---|
| 2026-08 | 100% | 4 |
| 2026-09 | 56% | 25 |
Peak month: 100%. Bars are scaled to that peak, not to 100%.
Which agents
| Agent | Vendor | Commits | Share |
|---|---|---|---|
| Claude Code | Anthropic | 18 | 62.1% |
03Evidence
Inspect the matches
Public commit samples let you inspect the signatures behind the aggregate result.
Matched commit samples
a0b1fb18on GitHubchore: 待办清单全清——互链、每日刷新、投稿校验流程、Skill 0.2.0Claude Code674dccb1on GitHubfix(readme): 清掉遗留三项——awesome-lint 规则、复现率口径、横幅日期时区Claude Codeba6a0f59on GitHubfeat(readme): 二次人工验收的 9 条修改——Skill 数、站点全量、12 格总览、复测画面、系列折叠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 window | 41 |
| Merge commits removed | −7 |
| CI / dependency bots removed | −5 |
| Considered | 29 |
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 LearnPrompt/awesome-seedance