socialseal-reference-video-analysislisted

# SocialSeal Reference Video Analysis ## Overview SocialSeal does not start content from a blank prompt. It lifts patterns from real videos that already surface for the brand's tracked searches. This skill is the evidence stage: identify the right reference videos for an opportunity, and analyze them into Video DNA you can ground a blueprint on. Do not hand-invent "what good looks like." Pull exemplars from SocialSeal and read their actual analysis. See `references/production-pipeline.md` for the full pipeline and `references/mcp-and-cli-usage.md` for the call patterns. Read `references/creative-production-gates.md` for production-bound work. The benchmark gate should let the user see representative candidates and choose the creative direction before expensive analysis or large-scale production. ## When to Use - Selecting exemplar videos for a blueprint scope (topic, competitor, tracking group, list, or manual). - Exploring candidates with a semantic `retrievalPrompt` before committing. - Extracting Video DNA for one or more specific videos or public URLs. - Clustering reference videos to see repeated mechanisms. Hand off the selected, analyzed exemplars to `socialseal-blueprint-builder`. ## Inputs Required: - workspace id (or a configured default) - an opportunity definition and its `opportunityKey` - a scope: `topic` + `pillarId`, `competitor` + `competitorBrandIds`, `tracking_group` + `trackingGroupId`, `list` + `listId`, or `manual` + `videoUids` Good to have: -