diff --git a/skills/meta/video-reference-analyst.md b/skills/meta/video-reference-analyst.md index ef13a88f..a8a54ded 100644 --- a/skills/meta/video-reference-analyst.md +++ b/skills/meta/video-reference-analyst.md @@ -140,6 +140,41 @@ Before proposing, gather what the VideoAnalysisBrief doesn't tell you: Do NOT ask all at once. Lead with the most important gap. If the user's initial message already answers some of these, skip those. +### Step 3b: Lightweight Research + +**This step is mandatory.** Even with a clear reference video and user direction, +the agent must do targeted research before proposing concepts. Do NOT skip this +and rely solely on the reference analysis + your own knowledge. + +Research scope (keep it focused — this is not the full research-director stage): + +1. **Content landscape:** Search for 3-5 existing videos similar to what the user + wants. What works? What's been overdone? What angles are fresh? This grounds + your proposals in what's actually out there, not just what you imagine. + +2. **Style/technique research:** Search for best practices relevant to the + production approach: + - If AI video gen: which models handle this subject best? Known prompting + patterns? Character consistency techniques? + - If animation: what animation styles suit this content? + - If the reference has a distinctive technique: how is it achieved? + +3. **Subject-matter research:** If the user's topic has factual content (science, + history, how-things-work), gather 3-5 specific data points or facts that could + make the video more interesting. Even for entertainment/comedy videos, research + what makes similar content engaging (tropes, hooks, payoff patterns). + +**How to present:** Don't dump raw research. Weave findings into your proposals: +- "I looked at similar channels — most food personification videos use X, so our + twist of Y would stand out" +- "Kling handles anthropomorphic characters well when you use [specific technique]" +- "The top-performing 60-second comedy shorts all use a 3-beat structure: setup, + escalation, unexpected payoff" + +**Time budget:** 2-3 minutes of web search. This is a lightweight pass, not a +deep investigation. The full research-director stage runs later inside the +pipeline if needed. + ### Step 4: Creative Proposals (2-3 variants) MANDATORY: The agent must NEVER propose a carbon copy. The reference is inspiration,