Skip to main content

video-cook

Deterministic executor for the video-cooking skill pipeline. Wraps yt-dlp, whisperX, and ffmpeg into subcommands that assemble correctly every time — so the skill docs can stay short and the agent never hand-assembles a long command.

This is the hands, not the brain. Skills decide what to do, when, and handle creative work (translation, copywriting). cook only executes the deterministic parts and verifies the expected outputs exist.

Why

The video-cooking / video-download / video-subtitle skill trio started as natural-language docs that told the agent which yt-dlp / ffmpeg / whisperx commands to run. Three classes of bugs kept recurring:

  1. Shell escaping traps — Windows paths with C: break ffmpeg's ass filter; backslashes get eaten by PowerShell; stdout redirects silently swallow downloads.
  2. Hand-assembly drift — the agent forgets a flag (--convert-thumbnails jpg), picks the wrong template variable, renames the wrong file.
  3. No mechanical completion check — "the agent feels done" is not a Done criterion. Real runs shipped without cover.jpg, without cloud-srt/, with translation drift the agent couldn't see.

cook fixes all three by being the single place where the commands are assembled. The skill docs shrink to a pipeline skeleton; the completion criteria become "cook exit 0".

Install

Option 1: One-liner via uv (recommended — uv handles Python interpreter + isolated env + PATH wiring automatically, no pip/venv knowledge needed):

# Linux / macOS
curl -LsSf https://github.com/ChHsiching/video-cook/releases/latest/download/install.sh | sh
# Windows (PowerShell)
irm https://github.com/ChHsiching/video-cook/releases/latest/download/install.ps1 | iex

The installer uses uv to install video-cook[all] as an isolated tool (~2GB — pulls whisperx + torch). After install, open a new shell and run cook doctor.

Option 2: pip directly:

pip install video-cook[all]       # yt-dlp + whisperx + cook itself
# or pick what you need:
pip install video-cook[download]   # for `cook download`
pip install video-cook[transcribe] # for `cook transcribe`

ffmpeg and Node.js must be on PATH separately (cook can't pip-install those).

Subcommands

Command What it does Replaces (manual steps)
cook doctor Check environment (ffmpeg/node/yt-dlp/whisperx/torch+CUDA/speechbrain Windows-guard) Skill's "Environment reuse" prose
cook download <url> yt-dlp download + cookie negotiation + thumbnail rename + ffprobe verify video-download Steps 1-3
cook extract <root> <name> ffmpeg 16kHz mono WAV extraction video-subtitle Step 1
cook transcribe <root> <name> whisperX transcription, auto-detects CUDA, foreground by default (--detach opts out) video-subtitle Step 2
cook subtitles <root> <name> shorten → merge-short → biliteral → ASS + cloud-srt in one shot video-subtitle Step 4 + cloud-srt
cook burn <root> <name> ffmpeg subtitle burning, foreground by default (--detach opts out), subprocess list-form video-subtitle Step 5
cook cover <root> <name> Place cover.jpg in cooked/ (reuses raw thumbnail) video-subtitle Step 6 cover task
cook show-source <root> <name> Extract key fields (title/uploader/links/description) from source.json (new — surfaces the source context for translation + upload metadata)
cook verify-align <root> <name> DP-align en.srt vs translations.txt, catch missing/drifted translations (new — no prior equivalent)
cook verify-shipment <root> <name> Check the full release set exists; exit 0 = ready to ship (new — no prior equivalent)
cook dub <stage> <root> <name> --python <venv> Dub pipeline (separate/synth/timeline/retime/burn, or full) under the IndexTTS2 venv; burn --keep-subs reuses hand-edited subtitle files video-dubbing Steps 1, 4-7

Every command prints a JSON object on stdout (machine-readable; agents parse this) and human-readable progress on stderr. Exit codes are meaningful: 0 = done criterion passed, non-zero = it didn't.

How skills use cook

cook is the deterministic executor for the video-cooking skill pipeline. Skills call cook as a subprocess and branch on its exit code; the router (video-cooking) calls cook verify-shipment as the final gate. The pipeline steps — which cook subcommand runs when, what the agent does in between, the ASR/translation quality gates — live in each skill's SKILL.md, not here. This README covers cook itself: what it is, how to install it, what each subcommand does.

Bugs that cook fixes

Bug in the old skill docs How cook fixes it
--dump-json > file.json silently swallowed downloads cook writes source.json itself from the probe result (no shell redirection involved)
Thumbnail came out as <name>.raw.jpg not <name>.jpg cook renames it after download
Windows C: paths broke ffmpeg ass filter cook uses subprocess list-form (never shell), runs from subtitle/ dir with bare filename
subtitles.py split leaked single-language cues across zh.srt/en.srt cook copies *.merged.srt to cloud-srt instead of splitting bilingual.srt
transcribe.py hardcoded device="cpu", float16 unusable on GPU cook auto-detects CUDA → float16+cuda, else float32+cpu
source.json downloaded but never read by downstream — author/links/description wasted cook show-source surfaces the curated fields translation and upload metadata consume
detached template only covered transcribe, not burn cook's _detach() helper handles both uniformly
No mechanical way to catch translation drift cook verify-align runs DP global alignment
No mechanical way to catch missing release-set files cook verify-shipment checks every expected file

Development

git clone https://github.com/ChHsiching/video-cook
cd video-cook
pip install -e .[dev]
pytest test_cook.py -v

Tests cover the subcommands whose correctness is non-obvious: verify-align (DP alignment edge cases), verify-shipment (file-presence checks), and the cloud-srt copy logic (the fix for the split leak). No network, no ffmpeg, no whisperx — all tests use temp dirs and fake files.

License

MIT

Release files for video-cook 0.6.1

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for video-cook 0.6.1
File Size Uploaded
video_cook-0.6.1.tar.gz 34.8 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for video-cook 0.6.1
File Interpreter ABI Platform
video_cook-0.6.1-py3-none-any.whl Python 3 none any Details

Total release size: 67.2 kB

Release files / video_cook-0.6.1.tar.gz

Download URL video_cook-0.6.1.tar.gz
Size 34.8 kB
Tags Source
SHA-256 checksum
How to use checksums
a02df3199c0abcac5c22892ca67724262cf15d2b2ee722470c43afb821349102
BLAKE2b-256 checksum
How to use checksums
16ba5f3f2c4feff506a8860a80979aa2f5f26ee5ad7bee0a629c4f600838fb9b
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Aug 26, 2026.

Transparency log

Release files / video_cook-0.6.1-py3-none-any.whl

Download URL video_cook-0.6.1-py3-none-any.whl
Size 32.4 kB
Tags Python 3
SHA-256 checksum
How to use checksums
e1f9d89670aa5f8b55f0919bf487e3460de6aaeda5f642f043a19020c22c1152
BLAKE2b-256 checksum
How to use checksums
d34c7d0cc941f0763b2694bf6d9378993cfd2b5622a0f7b7b73686603182db41
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/7.0.0 CPython/3.13.14

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Aug 26, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

0.6.1 This release

2 release files

0.6.0

2 release files

0.5.5

2 release files

0.5.4

2 release files

0.5.3

2 release files

0.5.2

2 release files

0.5.1

2 release files

0.5.0

2 release files

0.4.2

2 release files

0.4.1

2 release files

0.4.0

2 release files

0.3.0

2 release files

0.2.0

2 release files

0.1.0

2 release files

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page