social-optimization-advisor

To get prioritized social media recommendations, the advisor synthesizes your engagement, audience growth, and content-pattern signals into a concrete action plan. It outputs a maximum 10-item prioritized list categorized into Quick Wins, Strategic Shifts, Experiments to Run, and Things to Stop.

The best way to turn content strategy signals into an action plan is synthesizing performance data into tiered recommendations. The advisor reads your social context file to match your niche and goals, generating this week-ready actions with confidence calibration.

You do not strictly need a social context file to generate audience growth recommendations, but it is highly recommended. When workspace/social/[C] social-context.md is present, the advisor tailors its optimization guidance to match your specific platforms, voice, and goals.

You can use BlackTwist platform recommendations alongside your optimization plan. The advisor optionally incorporates BlackTwist get_recommendations data and reconciles any alignments or contradictions with your own performance analysis.

You will receive a maximum of 10 high-signal optimization action steps for social media performance improvement. These prioritized recommendations are organized into specific tiers including Quick Wins, Strategic Shifts, Experiments to Run, and Things to Stop.

You should stop certain social media content patterns because the advisor identifies low-performing signals within your strategy. It explicitly categorizes ineffective behaviors into a Things to Stop tier, ensuring your action plan focuses on high-impact growth opportunities.