AI-powered automated video reel generator · Python pipeline · input to output
Briefs for long-video context windows, timestamp ranges, speaker intent, clip rationale, and short-form edit decisions.
Scorecards for detecting high-value long-video moments, clip candidates, timestamps, context, and edit rationale.
Brief templates for turning video understanding notes into edit decisions, clip rationale, and reviewable timelines.
Brief templates for turning long-video chapters into clips, timestamp context, viewer promise, edit rationale, and review notes.
Templates for explaining long-video clip rationale, source timestamps, viewer value, context, and edit decisions.
Brief templates for long-video moment context, timestamps, speaker setup, scene value, clip rationale, and edit notes.
Scorecards for long-video to shorts context loss, speaker intent, timestamp ranges, quote framing, and edit handoff decisions.
Brief templates for long-video highlight publishing, clip rationale, title promise, caption hook, platform fit, and distribution readiness.
Scorecards for podcast video highlight selection, speaker context, quote strength, clip shape, captions, and platform fit.
Metadata extraction templates for long videos: timestamps, scene labels, topics, speaker notes, rights notes, and clip candidates.
Audit templates and scoring sheets for deciding which long videos are worth repurposing into short clips.
Scorecards and checklists for selecting highlight moments from long videos, streams, games, sports, and interviews.
Templates for long-video speaker segments, timestamp context, argument flow, clip rationale, and edit handoff notes.
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