Verified:GitHub

connections-optimizer

Analyze professional social graphs and generate follow and prune recommendations.

Updated Nov 19, 2025

Search Tags:#social media management #network optimization #professional development #network rebalancing #follow and prune recommendations

Ready to run

npx skills add https://github.com/Sake-Team/SmartSake --skill connections-optimizer-sake-team

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: connections-optimizer
Source: https://github.com/Sake-Team/SmartSake/tree/main/backup/skills/connections-optimizer
Command: npx skills add https://github.com/Sake-Team/SmartSake --skill connections-optimizer-sake-team

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires x-api, lead-intelligence, social-graph-ranker, brand-voice, and includes scripts (resource) and references (resource) components.

What problem does it solve?

Helps users maintain a high-value professional network by analyzing and optimizing connections on platforms like X and LinkedIn.

Core Features & Use Cases

Network Rebalancing: Offers recommendations to follow and unfollow based on activity, relevance, and network structure.
Review-First Pruning: Prunes inactive or irrelevant connections with review, ensuring no unintended deletions.
Warm Outreach Drafting: Generates outreach drafts tailored to the user's voice and context.
Use Case: After identifying a need to clean up their LinkedIn network, a user can activate this Skill to receive a personalized action plan that suggests whom to follow and whom to prune, with drafts for direct messages.

Quick Start

Analyze and optimize my professional network based on current priorities.

Frequently Asked Questions about connections-optimizer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I rebalance my professional network on LinkedIn and X?▼

To rebalance your professional network, this Skill analyzes your social graphs on platforms like X and LinkedIn, identifying high-value and low-value connections to generate tailored follow and prune recommendations based on your specified criteria.

Can I automatically prune inactive connections without reviewing them first?▼

No, pruning inactive or irrelevant connections requires a review-first approach to ensure no unintended deletions occur. This Skill provides recommendations for you to review before any reorganization of your professional network takes place.

What is network rebalancing and how does it identify high-value connections?▼

Network rebalancing is the process of reorganizing your professional social graphs by analyzing activity, relevance, and network structure. It identifies high-value and low-value connections to offer personalized follow and unfollow recommendations.

Does this network optimization tool draft outreach messages for new connections?▼

Yes, this network optimization tool generates warm outreach drafts tailored to your specific context and voice. It uses the brand-voice dependency to personalize outreach content for connections identified during the network analysis.

Do I need specific APIs to analyze my social graph for follow and prune recommendations?▼

Yes, analyzing your social graph requires the x-api, lead-intelligence, and social-graph-ranker dependencies for data gathering and ranking, plus brand-voice for personalizing the generated outreach content.

What's the best way to clean up a professional social graph that has too many irrelevant contacts?▼

The best way to clean up an overloaded professional social graph is to automate its reorganization using activity and relevance analysis. This Skill provides a personalized action plan suggesting who to prune and who to follow, complete with outreach drafts.