xixihhhh/clipforge
ClipForge（原『带货剪手』/ daihuo-jianshou）：开源 AI 带货短视频神器——上传一张商品图，AI 自动提炼卖点 + 写种草脚本 + 锁定商品原图不变形 + 配画面/配音/字幕，一键产出抖音小店 / 快手 / 小红书 / TikTok Shop 卖货短视频。0 成本批量出片、开源无水印、本地自部署。也支持一句话主题成片。Open-source AI e-commerce/UGC short-video generator.
Summary
The available public data is mixed. More sustained activity or a broader contributor base would strengthen the score.
xixihhhh/clipforge recorded 56 commits in the past 30 days, has 1 public contributors, and has averaged 4 stars a day since launch.
Repository health
Maintainer track record
Repository quality
Catalyst Score
Contributors
Public track record
@xixihhhh · Repository owner
Active maintainer with a growing open-source track record.
Score breakdown
How the Catalyst Score was calculated
Activity
Recent repository activity
56
Commits · 30d
1
Public contributors
4
Lifetime stars/day
0
Pull requests · 90d
Findings
What we found
56 commits in the last 30 days
1 public contributors
0 issues and 0 pull requests opened in 90 days
9 documentation and structure checks passed
Related repositories
ai-ugc · 0 created in the past 30 days
Risk review
What needs watching
Public GitHub data cannot verify private work, employment claims, code security, or identity. Use the track-record score as research context, not proof of identity or trustworthiness.
Growth quality
Recent attention and maintainer concentration
Recent timestamps and contribution patterns help distinguish sustained adoption from a single headline number.
Contributor concentration
Top 1 public contributors
- Top contributor share
- 100%
- Top three share
- 100%
- Contributors checked
- 1
- Concentration
- High
Shares use the contribution totals reported for the contributors checked, not private or unlinked activity.
Recent commit sample
Latest 100 commits
- Unique authors
- 1
- Verified commits
- 0%
- Merge commits
- 0%
- Median time between commits
- 47 min
Repository footprint
Default branch: main
- Repository size
- 59.1 MB
- Branches
- 2
- Tags
- 107
- Watchers
- 6
Deeper GitHub data
Delivery, collaboration, and project readiness
These metrics use the latest public records GitHub makes available for this repository.
Language composition
Share of detected source bytes
Community readiness
GitHub community health 42%
Pull request health
Latest 3 pull requests
- Merge rate
- 0%
- Median merge time
- Not enough data
- Open
- 1
- Stale over 30 days
- 0
Issue health
Latest 17 issues
- Closure rate
- 100%
- Median close time
- 2.0 days
- Open
- 0
- Open without replies
- 0
Release cadence
Latest 20 release records
- Latest release
- v0.8.96
- Published in 90 days
- 20
- Median cadence
- 0.1 days
- Asset downloads
- 1.1K
CI reliability
Latest 50 workflow runs
- Success rate
- 96%
- Workflows represented
- 4
- Failed runs
- 2
- Median duration
- 2.2 min
Last checked
8/26/2026, 12:32:07 AM