What problem does it solve? Creators struggle to turn scattered content ideas and performance spikes into consistent, filmable short-form videos. This Skill maintains a visual format library that connects each idea to verified reference videos, structured talking prompts, and renderer-neutral editing briefs while keeping evidence, interpretation, and results clearly separated. ## Core Features & Use Cases - Format Library Management: Store creator references, post observations, reusable formats, and ideas with stable IDs, freshness tracking, and evidence status labels. - Content Spike Analysis: Interpret supplied analytics, retention graphs, and topic lists to distinguish topic signals from format outliers before proposing ideas. - Structured Content Tables: Generate tables pairing each idea with a source link, a Watch reference video, three talking prompts, claim limits, and a CTA. - Production Handoffs: Produce editing briefs and comment-to-access lead magnet drafts, with optional handoff to a ManyChat skill. - Use Case: A creator supplies 30 days of content spikes and an existing swipe page; the Skill ranks ideas, matches each to two formats with verified reference links, and prepares three recording outlines plus an editor brief. ## Quick Start Use $shortform-format-library to review my recent content spikes and existing format page, then return a ranked content table with each idea matched to two formats and three talking prompts.
