What problem does it solve? Turning raw social media analytics into concrete next steps is hard — users often have performance data but no clear idea what to change. This Skill converts metrics, audience growth, and content patterns into a prioritized action plan with quick wins, strategic shifts, experiments, and things to stop doing. ## Core Features & Use Cases - Prioritized Action Plan: Organizes recommendations into four tiers — Quick Wins, Strategic Shifts, Experiments, and Things to Stop — each backed by the user's own data with expected impact and measurement criteria. - Multi-Source Synthesis: Incorporates findings from sibling analysis skills (performance, audience growth, content patterns) or pulls fresh data via BlackTwist tools like list_posts, get_post_analytics, and get_follower_growth. - Confidence Calibration: Flags recommendations based on small sample sizes or user-provided data so weak signals are treated as experiments, not confirmed patterns. - Use Case: A creator asks "what should I do next to grow?" The Skill reviews their last 30 posts, finds that stat-led hooks average 3x baseline engagement, and delivers a numbered plan with a top-priority change. ## Quick Start Ask the assistant to analyze my recent social media performance and give me a prioritized optimization plan with quick wins and experiments.
