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

1. Identify the medium, input format, and target output.
2. Pick the narrowest script that completes the job.
3. Keep transformations explicit: clip times, output codec, target size, caption source, or thumbnail cadence.
4. 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.