| name | media-toolkit |
| description | Process audio and video with clipping, conversion, analysis, captions, thumbnails, GIFs, and batch utilities. Use for practical media manipulation workflows. |
Media Toolkit
Use this suite for practical audio and video operations that were previously spread across many narrow skills.
Included Tools
- Audio:
audio_analyzer.py, audio_converter.py, audio_normalizer.py, audio_trimmer.py, podcast_splitter.py, sfx_generator.py
- Video:
video_captioner.py, video_clipper.py, video_metadata_inspector.py, video_thumbnail_extractor.py, gif_workshop.py, thumbnail_gen.py, timelapse_creator.py
Workflow
- Identify the medium, input format, and target output.
- Pick the narrowest script that completes the job.
- Keep transformations explicit: clip times, output codec, target size, caption source, or thumbnail cadence.
- Verify output duration, dimensions, and bitrate-sensitive settings when the request depends on platform limits.
Guardrails
- Avoid recompression churn when a simple trim or extract is enough.
- Call out when generated captions or “best frame” choices are heuristic.
