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

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.