claude-skill

claude-real-video: Video Analysis

Name: claude-real-video: Video Analysis
Author: HUANGCHIHHUNGLeo

Get scene-aware video transcripts and frames for Claude or LLMs.

1,849 stars150 forksPythonGuide quality 8/10Updated 7/21/2026100% free · open source

What it does

Allows Claude or any large language model to watch a video by extracting scene-aware, deduplicated frames and a transcript from a URL or local file

When to use it

•When you need to analyze video content for sentiment analysis or object detection
•When you want to generate text summaries of video content
•When you need to train a model on video data

Ready-to-paste prompt

python main.py --video_url https://example.com/video.mp4 --output_dir ./output

Heads up: Make sure you have the necessary dependencies installed, including moviepy, pandas, and PyTorch, and that your system meets the minimum requirements (e.g. Python 3.8+, 8GB RAM)

Saves to your device

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

⚡ Runs out of the box

A prompt/skill package — nothing to install beyond adding it to your AI tool.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/claude-real-video && curl -fsSL https://workflowstacks.com/api/skills/claude-real-video/claude-skill -o ~/.claude/skills/claude-real-video/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

What's inside — free to inspect

No purchase needed

Read the entire source before you build — unlike paid marketplaces that hide it behind a buy button.

top-level files

folders

137.1M

source size

MIT

license

Key files

install-skill.sh

README.md

File tree

.claude-plugin/

.github/

benchmark/

capafy-staging/

docs/

marketing/

personal-skill-backup/

plugins/

skills/

src/

tests/

.gitignore

.mcp.json

ATTRIBUTIONS.md

CHANGELOG.md

CONTRIBUTING.md

install-skill.sh

LICENSE

pyproject.toml

README.md

SECURITY.md

server.json

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

⚡ Runs out of the box

A prompt/skill package — nothing to install beyond adding it to your AI tool.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/claude-real-video && curl -fsSL https://workflowstacks.com/api/skills/claude-real-video/claude-skill -o ~/.claude/skills/claude-real-video/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

Quick Actions

Details

Creator

HUANGCHIHHUNGLeo

Language

Python