What does this skill do?

The Connections Optimizer Skill reorganizes your network of contacts on X and LinkedIn, treating it as a strategic asset. It filters out low-reciprocity connections, recommends new profiles aligned with your current priorities, and drafts outreach messages that reflect your authentic voice. All of this is manually reviewed before any action is taken.

Cleaning of X-Axis Feed Screws
Identify inactive accounts or those that don't follow you to refine your list based on reciprocity and relevance.
Expansion on LinkedIn
Look for leaders in your target industry who share common ground and connections to strategically grow your network.
Follow-up Recommendations
Rate new profiles to add based on how well they align with your current work or business priorities.
Outreach in Your Own Words
Compose X DMs, LinkedIn messages, or email drafts that mimic your personal communication style.

Usage examples

🧹 Cleaning at X
I want to clean up who I follow on X. My priorities right now are AI development and entrepreneurship. Don't touch @user1.
📈 LinkedIn Expansion
I need contacts in the fintech sector in Madrid. Filter out the ones that don't add value and recommend new candidates.
🔄 Reconnect
Who should I reconnect with? Take a look at my LinkedIn connections and suggest 10 key contacts to reconnect with.
✍️ Outreach Draft
Write a LinkedIn message to a second-degree connection in the digital health sector with whom I share three connections.

Features

Three debugging modes Choose between "light-pass," "default," or "aggressive," depending on how many connections you want to check.
Candidate Scores Evaluate who to remove and who to keep based on indicators of reciprocity, activity, relevance, and bridging value.
Expansion Recommendations Identify and rate new profiles to follow, prioritizing warm leads and alignment with your priorities.
Multichannel Drafts Create messages for X DM, LinkedIn, or Apple Mail that sound just like you.
Check Before Applying It offers a comprehensive debugging and outreach package. It never performs actions on its own.

Frequently asked questions

No. The skill generates a structured review package, and the user must manually approve any debugging or submission actions.
X (Twitter) and LinkedIn. You can use one or both platforms at the same time, depending on your needs.
"Light-pass" checks only low-confidence follow-ups, "default" offers a balance between debugging and maintenance, and "aggressive" generates a larger debug queue.
The skill analyzes your communication style and drafts outreach messages that reflect your personal tone, ready for you to review before sending.
Connection Optimizer — Reorganize Your Network with Claude AI

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