video-breakdownProvides quantitative quality scores and detailed shot-by-shot breakdowns for videos to evaluate technical quality and narrative structure.
Install via ClawdBot CLI:
clawdbot install wells1137/video-breakdownGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://example.com/my-video.mp4Audited Apr 16, 2026 · audit v1.0
Generated Mar 22, 2026
Content creators and production teams can use this skill to evaluate technical aspects like resolution, lighting, and audio quality of raw footage or final edits. It helps ensure videos meet professional standards before publishing, saving time on manual reviews.
Marketing agencies can analyze competitor videos to understand visual storytelling techniques and shot composition. This aids in benchmarking campaigns and identifying trends to improve their own video content strategies.
Educators and film students can deconstruct classic or instructional videos shot-by-shot to study narrative structures and cinematography. This supports learning objectives in courses on film theory or video production.
Video editors can use the shot breakdown to quickly identify key scenes and timestamps, streamlining the creation of highlight reels or promotional clips. This reduces manual scrubbing and enhances editing efficiency.
Platforms hosting user-generated videos can automate quality assessments to filter low-quality submissions or provide feedback to creators. This helps maintain content standards and improve user engagement.
Offer the skill as a subscription service with tiered pricing based on usage limits or analysis types. This provides recurring revenue and scales with user demand, targeting small businesses to large enterprises.
Monetize the backend service by charging per analysis job, allowing users to pay only for what they consume. This model appeals to occasional users or those with variable needs, reducing upfront costs.
License the skill to other platforms or tools as an embedded feature, enabling them to offer video analysis without developing it in-house. This generates revenue through licensing agreements and partnerships.
💬 Integration Tip
Ensure the agent handles polling for job status efficiently to avoid timeouts, and validate video URLs before submission to reduce errors.
Scored Apr 19, 2026
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