Home / Skills / video-understanding
video-understanding
zenstory-ai/video-recap-skillsSkill
把视频分析为结构化理解索引：场景检测、ASR 转写、逐场景 VLM 观察、静音窗口、融合时间线和写作 brief。 用于理解、索引或总结视频，也作为后续创作前的分析阶段。输入视频文件；输出 scenes.json、 asr_result.json、vlm_analysis.json、silence_periods.json、timeline_fusion.json、agent_narration_brief.md。 触发词：视频理解、视频分析、视频索引、video understanding、analyze video、看懂视频。
Why this score
This repo hosts 7 skills, so its 582 stars are split between them (about 83 each) for scoring.
Popularity score: 64/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Nov 4, 2026 at commit 6b7a81616018, with Cisco's open-source skill-scanner.
What its code does:
- Reads environment variables and sends network requests with them API clients do this to send your key to the service. Check which service it talks to.scripts/lib.py:406
- Runs shell commands Common for dev tools. Read the commands it runs.scripts/storyboard.py:68
- Makes network requestsSKILL.md, scripts/lib.py:405 and 1 more
Web addresses in its code:
- api.xiaomimimo.comscripts/lib.py:18
- token-plan-ams.xiaomimimo.comscripts/lib.py:23
- token-plan-cn.xiaomimimo.comscripts/lib.py:21
- token-plan-sgp.xiaomimimo.comscripts/lib.py:22
These are the sites named in the code, so it's where your data could go. It isn't a complete list: code can build addresses while it runs, and a few of these may be links rather than calls. Whatever you send also goes to the AI model you use.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onevideo-understanding zenstory-ai/video-recap-skills · Skill | 64 | ★ 582 | ≈72 always | 20d ago |
| Agentic video understanding ericosiu/ai-marketing-skills · Skill Both about understanding and video | 71 | ★ 3.7k | ≈27 always | 1mo ago |
| bilisum-video-understanding lycohana/BiliSum · Skill Both about understanding and video | 73 | ★ 641 | ≈76 always | 2mo ago |
| sweety-handdraw-video threerocks/sweety-handdraw-video · Skill Both about video | 79 | ★ 722 | ≈32 always | 16d ago |
| analyze-video krusemediallc/arcads-claude-code · Skill Both about video and analyze | 73 | ★ 1.6k | ≈25 always | 16d ago |
| check-understanding rohitg00/ai-engineering-from-scratch · Skill Both about understanding | 90 | ★ 71k | ≈46 always | 16d ago |