ai-video-shot-review
ai-video-shot-review Skill
Purpose
Claude cannot play video directly, but it CAN read image frames. This skill bridges the gap: take a generated AI video output, extract frames at tactically chosen timestamps with ffmpeg, read them alongside reference start/end frames, and produce a weighted scorecard + production-readiness verdict so the user can decide whether to ship the shot, re-roll, or switch model.
When to Use
Invoke this skill whenever:
- The user has a model output (Kling / Veo / Sora / Runway / Luma / Wan / Seedance / etc.) and wants to evaluate it
- The user mentions phrases like "review this video", "debug this shot", "score this", "analyze this output"
- The user is running an A/B model comparison test and has a new result
- The user wants to decide whether to commit to batch production with the current model
Do NOT invoke for:
- User wants to write a prompt (not reviewing output)
- User wants to plan a shot (nothing generated yet)
- Video is live-action footage (not AI-generated)
More from rayjan0114/narrative-lion-skills
narrative-lion
Interact with Narrative Lion — generate notes from YouTube, search your knowledge base, chat with notes, produce AI video shot pipelines, generate short-form video scripts, and export. Use when the user wants to "create a note from this video", "search my notes", "chat with my notes", "create a filmwork project", "generate a reel/short script", or "export my notes".
27nl-video-score
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