REPOGEO REPORT · LITE

Agentchengfeng/chengfeng-videocut-skills

Default branch main · commit bfdd9170 · scanned 6/23/2026, 8:53:04 PM

GitHub: 2,183 stars · 313 forks

AI VISIBILITY SCORE

22 /100

Critical

Category recall

0 / 2

Not recommended in any query

Rule findings

1 pass · 1 warn · 0 fail

Objective metadata checks

AI knows your name

1 / 3

Direct prompts that named your repo

HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface Agentchengfeng/chengfeng-videocut-skills, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Action plan — copy-paste fixes

3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.

OVERALL DIRECTION

hightopics#1

Add relevant topics to improve categorization

Why:

CURRENT

(none)

COPY-PASTE FIX

ai-agent, video-editing, claude-code-skills, codex-skills, spoken-word-video, workflow-automation, generative-ai, ffmpeg

highreadme#2

Emphasize the 'AI Agent workflow' differentiator in the README's opening

Why:

CURRENT

> 给 Codex / Claude Code 用的口播视频剪辑 Skills 包。
这个项目把我的口播视频剪辑流程做成了一组可安装的 Skills：准备口播素材、拆分镜、看预览、导出竖屏成片。
它不是一个通用剪辑软件，也不是一键生成所有类型视频的工具。它聚焦一类很具体的内容：口播教程、产品演示、知识讲解、结果展示。
核心思路是：把视频剪辑从“人在时间线上操作”，变成“Agent 可以读写的工作流”。人只需要看页面、提修改意见、确认结果。

COPY-PASTE FIX

> 给 Codex / Claude Code 用的口播视频剪辑 Skills 包。
这个项目将口播视频剪辑流程转化为一组可安装的 AI Agent Skills，其核心思路是把视频剪辑从“人在时间线上操作”转变为“Agent 可以读写的工作流”。它聚焦于口播教程、产品演示、知识讲解等特定内容，让用户只需看页面、提修改意见、确认结果，即可完成准备素材、拆分镜、看预览、导出竖屏成片等任务。

mediumhomepage#3
Add a homepage URL to the repository metadata
Why:
CURRENT
```
(none)
```
COPY-PASTE FIX
```
https://github.com/Agentchengfeng/chengfeng-videocut-skills
```

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall

0 / 2

0% of queries surface Agentchengfeng/chengfeng-videocut-skills

Avg rank

—

Lower is better. #1 = top recommendation.

Share of voice

Of all named tools, what % are you?

Top rival

Descript

Recommended in 2 of 2 queries

COMPETITOR LEADERBOARD

Descript · recommended 2×
Adobe Premiere Pro · recommended 2×
RunwayML · recommended 2×
CapCut · recommended 2×
Simon Says · recommended 1×

CATEGORY QUERY
How can an AI agent automate editing spoken word videos for tutorials or demos?
you: not recommended
AI recommended (in order):
1. Descript
2. Adobe Premiere Pro
3. Simon Says
4. Trint
5. RunwayML
6. CapCut
7. Pictory AI
8. HeyGen
9. Synthesys AI Studio
AI recommended 9 alternatives but never named Agentchengfeng/chengfeng-videocut-skills. This is the gap to close.
Show full AI answer
CATEGORY QUERY
Seeking a tool to integrate AI into video editing workflow, moving beyond manual timeline operations.
you: not recommended
AI recommended (in order):
1. DaVinci Resolve Studio
2. Adobe Premiere Pro
3. RunwayML
4. Topaz Video AI
5. Descript
6. CapCut
AI recommended 6 alternatives but never named Agentchengfeng/chengfeng-videocut-skills. This is the gap to close.
Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

Metadata completeness
warn
Suggestion:
README presence
pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

Compared to common alternatives in this category, what is the core differentiator of Agentchengfeng/chengfeng-videocut-skills?
pass
AI did not name Agentchengfeng/chengfeng-videocut-skills — likely talking about a different project
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
If a team adopts Agentchengfeng/chengfeng-videocut-skills in production, what risks or prerequisites should they evaluate first?
pass
AI named Agentchengfeng/chengfeng-videocut-skills explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
In one sentence, what problem does the repo Agentchengfeng/chengfeng-videocut-skills solve, and who is the primary audience?
pass
AI did not name Agentchengfeng/chengfeng-videocut-skills — likely talking about a different project
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

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MARKDOWN (README)

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Deep reports10 / month
Brand-free category queries5 vs 2 in Lite
Prioritized action items8 vs 3 in Lite