Workflow — Analysis + Quality

What: Inspect every byte and assess every rendition. The gate between "encoded" and "shipped".

Skills used

ffmpeg-probe, media-mediainfo, ffmpeg-quality, media-scenedetect, ffmpeg-detect, ffmpeg-playback, ffmpeg-bitstream, media-exiftool, ffmpeg-metadata, media-ocr-ai, cv-opencv, cv-mediapipe, media-tag.

Pipeline

Step 1 — Probe everything

moprobe + ffmpeg-probe — full format + streams + specific stream detail + packet-level bitstream dump when needed. moprobe --color for HDR side data.

Step 2 — MediaInfo deep diagnostics

media-mediainfo (--Output=JSON|XML|HTML). Shows encoded-library, CABAC/trellis/B-pyramid, source framerate variance, recording-device metadata, re-encode history. Use when ffprobe alone is insufficient.

Step 3 — Quality metrics (VMAF / PSNR / SSIM)