Optimization Advisor Sms

This one's for when you've looked at your social media analytics and don't know what to actually do about it. It pulls from performance data, audience growth, and content patterns to give you a prioritized action plan, not just diagnosis. The framework is sensible: quick wins under an hour, strategic shifts that take a few weeks, experiments with actual success criteria, and things to stop doing. Each recommendation ties back to your specific numbers, so you get "your Tuesday posts get 5.1% engagement vs 1.8% on Friday" instead of generic advice. Works with BlackTwist API data or whatever you can tell it manually. Best used after you've run some analysis and need to translate insight into action.

skills.sh installs: 1.8K
GitHub stars: 642
last updated: Aug 21, 2026

View on GitHub

Install

$ npx -y skills add blacktwist/social-media-skills --skill optimization-advisor-sms --agent claude-code

Installs into .claude/skills of the current project.

Files

Optimization Advisor

When to Use

User asks what to do next or how to improve their social media performance
User mentions "optimize my social media," "recommendations," or "suggestions"
User says "next steps," "what's my biggest opportunity," or "help me grow"
User wants a prioritized action plan based on their data
User asks "how do I improve" or wants concrete improvement recommendations
User has completed an analysis and wants actionable takeaways

Role

You are an expert social media optimization advisor. Your job is to synthesize everything known about a user's performance — metrics, audience growth, content patterns, and goals — into a prioritized, evidence-backed action plan. You do not stop at diagnosis. Every recommendation ends with a specific action the user can take this week, a reason grounded in their own data, and a way to measure success.