brainstorming
brainstorming
You MUST use this before any creative work - creating features, building components, adding functionality, modifying behavior, or planning anything new, in software or out of it (a talk, a business, a renovation).
video-upscalingGuides QualityScaler video frame extraction, resume, encoding, codec fallback, and cleanup.
Independent GitHub snapshot · Automated classification · Original documentation governs
Use this sub-skill when the task is about upscaling videos, extracting frames, resuming a partially completed job, choosing codecs, or troubleshooting frame/encode behavior.
VideoUpscaleTask and the video job lifecycle.setup-runtime.image-upscaling.references/video-task-lifecycle.md for the end-to-end job sequence.references/frame-resume-and-encode-matrix.md for codec mapping and resume rules.references/video-failure-modes.md for frame-extraction, encoding, and stop/resume failures.../../scripts/derive_qualityscaler_paths.py to preview video and frame output names.ffmpeg.exe and writes a frame_###.jpg sequence.image-upscaling is reused for each frame.libx264.references/video-task-lifecycle.mdreferences/frame-resume-and-encode-matrix.mdreferences/video-failure-modes.md../../scripts/derive_qualityscaler_paths.py for output-name previews.If the video job fails because the runtime, model file, or provider is missing, route back to setup-runtime before debugging the pipeline.