connections-optimizer

The Connections Optimizer skill is designed to help users efficiently manage and enhance their social media networks, specifically on X and LinkedIn. Instead of treating connections purely as prospects or contacts, it provides a structured approach to reorganize, prune, and grow a user's network based on meaningful engagement and relevance. This skill addresses the common challenge of maintaining a high-signal social graph, ensuring users focus on relationships that align with their current priorities and professional goals rather than being overwhelmed by low-value or inactive connections.

The skill offers a variety of features, including review-first pruning of following lists, identification of high-value add/follow recommendations, and warm-path outreach drafting in the user's authentic voice. It evaluates network members based on positive signals like reciprocity, recent activity, role relevance, network bridge value, and historical engagement, while penalizing accounts that are inactive, off-priority, or low-value. Users can select different modes—light-pass, default, or aggressive—to control the intensity of pruning and recommendations. The skill integrates with APIs for X and LinkedIn, leverages deep research tools for enrichment, and supports drafting via Apple Mail, X DM, or LinkedIn messages, always generating a ranked action plan before any execution.

Connections Optimizer is particularly useful for professionals seeking to maintain a high-quality online network without manually sifting through hundreds or thousands of contacts. It is ideal for users aiming to realign their social graph with current work priorities, improve outreach effectiveness, or grow their network strategically. Typical use cases include cleaning up inactive follows, identifying valuable reconnections, preparing targeted outreach campaigns, and balancing one-way follows with mutual, high-engagement connections.