material-reportAnalyze ad material videos and produce a markdown report with framework, material traits, and acquisition keywords, then propose new material production fram...
Install via ClawdBot CLI:
clawdbot install fevolq/material-reportGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 20, 2026
An e-commerce brand has a video ad that's underperforming on TikTok. They provide the video to analyze its current framework and traits, then receive new creative frameworks and storyboards to test different hooks and narratives that might improve conversion rates for their target demographic.
A mobile game studio wants to analyze their top-performing video ad to understand why it works. The skill extracts its framework and keywords, then proposes new material frameworks with detailed storyboards to create variations for A/B testing across Facebook and Instagram to scale user acquisition.
A B2B SaaS company provides a product demo video used in LinkedIn ads. The analysis identifies the current educational framework and material traits, then generates new creative frameworks focused on different pain points or use cases, with storyboards specifying on-screen actions and copy for higher lead quality.
A direct-to-consumer health supplement brand is launching a new product. They share an initial explainer video to get a framework analysis and acquisition keywords, then receive proposed new material frameworks with storyboards tailored for YouTube Shorts and TikTok to drive pre-orders.
Agencies use this skill to quickly analyze client ad creatives and generate data-backed creative briefs for new video productions. It standardizes the analysis process across teams and provides clear storyboards for video editors, reducing revision cycles and improving ad performance for clients.
Brands with internal creative teams use the skill to systematically audit their ad library, identify winning patterns, and generate new video concepts for A/B testing. This replaces ad-hoc brainstorming with structured frameworks, leading to more consistent creative output and better ROAS.
A video creation platform integrates this skill as a feature where users upload videos to receive automated creative analysis and storyboard templates. The platform then uses these outputs to guide users through creating new ad variations using its editing tools, increasing user engagement.
💬 Integration Tip
Ensure ffmpeg is installed and accessible for frame extraction, or have pre-extracted frame images ready in a folder matching the video's base name to avoid workflow interruptions.
Scored Apr 19, 2026
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