Bumblebee

Surgical phrase splicing from real movies and TV shows via yarn.co. Takes any English phrase and slices it into the longest possible runs of words actually spoken on screen, then assembles a final reel where every word is delivered by a real actor. Triggers — "splice a line from movies", "make a fragmovie", "build a video from someone else's words", "bumblebee". Runs fully local with faster-whisper — no API keys. Mix mode (--variants N) generates several distinct cuts of one phrase without reusing clips.

Install

skills CLI (Claude Code, Cursor, Codex and more)
npx skills add solyanviktor-star/Bumblebee --skill bumblebee
Manual install
git clone --depth 1 https://github.com/solyanviktor-star/Bumblebee.git /tmp/Bumblebee
mkdir -p ~/.claude/skills
cp -r /tmp/Bumblebee/. ~/.claude/skills/bumblebee

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

From the SKILL.md

# Bumblebee Skill

A skill that automatically assembles a fragmovie-style video from an arbitrary phrase.

## When to activate
- The user wants to "splice a phrase out of real movies"
- The user wants a video where other actors speak their text
- Requests like "make a fragmovie", "stitch my line out of cinema", "bumblebee"

## What it does
1. Takes English text (one or more phrases as separate args)
2. Splits each phrase by sentence terminators (.!?), processes sentences independently
3. Greedy longest-match: for each sentence, finds the largest contiguous chunks of words that exist on yarn.co
4. Downloads candidate mp4s, transcribes them locally with faster-whisper (word-level timestamps), checks for exact match
5. Cuts with FFmpeg to millisecond precision, concatenates with short fade-in/out at splices and breathing pauses between sentences
6. Optional: generates N distinct variants without clip reuse via `--variants N`

## Dependencies
- Python 3.9+ with `curl_cffi`, `faster-whisper`
- FFmpeg on PATH (or `FFMPEG_BIN` env var)
- No API keys required

## Run
```bash
python bumblebee.py "I am your father" -o father.mp4
python bumblebee.py "Sentient is the best" -o sentient.mp4 --variants 5
python bumblebee.py "long phrase here" --variants 5
```

playphrase.me is consulted automatically the first time yarn fails to cover a
chunk — no flag needed. The browser bootstrap (~10-15s, one-time per run)
only happens if yarn actually misses; phrases yarn covers fully never touch
Read the full skill on GitHub

Details

Skill name
bumblebee
License
MIT
Repo updated
2 May 2026

FAQ

What does the Bumblebee skill do?

Surgical phrase splicing from real movies and TV shows via yarn.co. Takes any English phrase and slices it into the longest possible runs of words actually spoken on screen, then assembles a final reel where every word is delivered by a real actor. Triggers — "splice a line from movies", "make a fragmovie", "build a video from someone else's words", "bumblebee". Runs fully local with faster-whisper — no API keys. Mix mode (--variants N) generates several distinct cuts of one phrase without reusing clips.

How do I install the Bumblebee skill?

skills CLI (Claude Code, Cursor, Codex and more): npx skills add solyanviktor-star/Bumblebee --skill bumblebee. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.

Is Bumblebee popular?

It lives in solyanviktor-star/Bumblebee, which has 20 GitHub stars and 0 forks.

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