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.