Interflow Video Cut

Turn a local talking-head / 口播 video into metadata, transcript, and an AI-composed card-based video where the agent composes cards by cloning styled templates and filling them (designing bespoke only when content needs it), then renders to MP4. Ships with the Interflow AI club sign-off ("Interflow AI 出品"). Use when the user asks for interflow-video-cut, 口播成片, talking-head repurposing, video takeaways, transcript cleanup, or turning a spoken video into a captioned card video.

33 stars 5 forksImages, Video & Audio

Install

skills CLI (Claude Code, Cursor, Codex and more)

npx skills add derek-zhuolin/interflow-video-cut --skill interflow-video-cut

Manual install

git clone --depth 1 https://github.com/derek-zhuolin/interflow-video-cut.git /tmp/interflow-video-cut
mkdir -p ~/.claude/skills
cp -r /tmp/interflow-video-cut/. ~/.claude/skills/interflow-video-cut

Personal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.

From the SKILL.md

# Interflow Video Cut — 口播成片 Workflow

Interflow Video Cut converts a local video into a card-based composition: the
agent designs the cards (timing + content), assembles one composition HTML, and
renders it to MP4 via `hyperframes`.

**Default authoring mode: clone-and-recompose, not free-design.** Per card, start
from a shipped fragment (`references/styles/<key>.html`); always swap the text +
accent, and **recompose its layout freely to serve the card's point — while
holding the style's DNA fixed** (fonts, theme palette, ornament, spacing scale,
overflow guards). Cloning anchors the quality floor in the style's *tokens*, not
in a frozen arrangement, so adjacent cards need not look identical. Hand-authoring
from a blank file is the **exception**, only when content fits no reference.

## CLI Resolution

`vtake` CLI (`npx -y @notedit/vtake@latest`) handles extract/transcribe;
`hyperframes` (`npx -y hyperframes@latest`) renders. Both auto-download from npm.
`SKILL_DIR` = this skill's dir (host injects it as "Base directory for this
skill: …"); all `references/…` + `scripts/…` paths are relative to it.

## Reference Map — read the right file at the right step

The workflow skeleton is below; the heavy detail lives in `references/`. Clone
from the library, don't reinvent.

**Loading discipline (progressive disclosure — read this first).** Every file
below is **Level 3**: it costs zero tokens until you open it, so open it **only

Read the full skill on GitHub

Details

Skill name: interflow-video-cut
Repository: derek-zhuolin/interflow-video-cut
License: MIT
Repo updated: 9 July 2026

FAQ

What does the Interflow Video Cut skill do?

How do I install the Interflow Video Cut skill?

skills CLI (Claude Code, Cursor, Codex and more): npx skills add derek-zhuolin/interflow-video-cut --skill interflow-video-cut. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.

Is Interflow Video Cut popular?

It lives in derek-zhuolin/interflow-video-cut, which has 33 GitHub stars and 5 forks.

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