Connections Optimizer

Treats your social graph like infrastructure instead of a vanity metric. It pulls your X following list and LinkedIn connections, scores them against your current priorities, and builds review-first prune queues with explicit reasoning. The real move is warm-path identification: it finds who you should follow or reconnect with based on bridge value and actual relevance, then drafts outreach in your voice using brand-voice before touching anything. Modes range from light-pass to aggressive, but nothing auto-sends or auto-prunes without review. Useful when your network drifted off-priority or you need signal instead of noise. The review pack format keeps you in control while doing the scoring work you'd otherwise skip.

skills.sh installs: 5.4K
GitHub stars: 300.3K
last updated: Aug 21, 2026

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Install

$ npx -y skills add affaan-m/ecc --skill connections-optimizer --agent claude-code

Installs into .claude/skills of the current project.

Files

Connections Optimizer

Reorganize the user's network instead of treating outbound as a one-way prospecting list.

This skill handles:

X following cleanup and expansion
LinkedIn follow and connection analysis
review-first prune queues
add and follow recommendations
warm-path identification
Apple Mail, X DM, and LinkedIn draft generation in the user's real voice

When to Activate

the user wants to prune their X following
the user wants to rebalance who they follow or stay connected to
the user says "clean up my network", "who should I unfollow", "who should I follow", "who should I reconnect with"
outreach quality depends on network structure, not just cold list generation