Research-mind toolchains-universal-infrastructure-media-transcoding

Media Transcoding (FFmpeg)

install
source · Clone the upstream repo
git clone https://github.com/MacPhobos/research-mind
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/MacPhobos/research-mind "$T" && mkdir -p ~/.claude/skills && cp -r "$T/.claude/skills/toolchains-universal-infrastructure-media-transcoding" ~/.claude/skills/macphobos-research-mind-toolchains-universal-infrastructure-media-transcoding && rm -rf "$T"
manifest: .claude/skills/toolchains-universal-infrastructure-media-transcoding/skill.md
source content

Media Transcoding (FFmpeg)

Overview

Use FFmpeg presets to normalize video outputs for web streaming, mobile delivery, or archival quality. Your

hf-videos
repo already includes a simple bash script and a more advanced Python script with presets, backups, and logging.

Quick Start (hf-videos)

./ffmpeg_convert.sh check
./ffmpeg_convert.sh web_standard "My Video.mp4"
./ffmpeg_convert.sh batch_web_standard

Outputs are written to

converted/
with backups in
backup/
and logs in
conversion.log
.

Preset Summary (hf-videos)

  • web_standard: 1080p max, CRF 23, 128k audio,
    +faststart
  • web_high: 1080p max, CRF 20, 192k audio
  • mobile: 720p max, CRF 25, 96k audio
  • ultra_compact: 480p max, CRF 28, 64k audio
  • archive: original res, CRF 18, 256k audio

All presets use H.264 + AAC with

+faststart
for streaming-friendly MP4s.

Batch Workflow

  1. Run a single-file conversion first to validate output.
  2. Run batch conversion once the preset is confirmed.
  3. Verify output sizes and playback.

Batch commands:

./ffmpeg_convert.sh batch_web_standard
./ffmpeg_convert.sh batch_mobile
./ffmpeg_convert.sh batch_ultra_compact

Advanced Script (convert_video.py)

Use

convert_video.py
when you need:

  • Progress monitoring
  • Metadata inspection
  • Overwrite control
  • Preset listing and batch automation
python3 convert_video.py --list-presets
python3 convert_video.py --file "My Video.mp4" --preset web_standard
python3 convert_video.py --preset mobile --overwrite

Output Conventions

  • Converted files use suffixes like
    _web_standard
    .
  • Backups preserve original filenames.
  • Logs go to
    conversion.log
    for audit and troubleshooting.

Troubleshooting

  • FFmpeg missing:
    brew install ffmpeg
    (macOS) or install from ffmpeg.org.
  • Permission errors:
    chmod +x ffmpeg_convert.sh
    .
  • Disk pressure: clean
    converted/
    and
    backup/
    after validation.

Related Skills

  • toolchains/universal/infrastructure/docker