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connections-optimizer

Reorganizes X and LinkedIn networks with review-first pruning and voice-matched outreach drafts.

Updated May 19, 2026
Search Tags:#linkedin#x#social graph#warm intros#network pruning#follow recommendations#outreach drafts
One-click install
npx skills add https://github.com/azusagasaku/--claude-config --skill connections-optimizer-azusagasaku
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: connections-optimizer
Source: https://github.com/azusagasaku/--claude-config/tree/main/skills/ecc/connections-optimizer
Command: npx skills add https://github.com/azusagasaku/--claude-config --skill connections-optimizer-azusagasaku

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Social networks on X and LinkedIn accumulate stale follows, inactive accounts, and low-signal connections over time, making it hard to know who to unfollow, who to keep, and who to reach out to. This Skill turns network cleanup into a structured, review-gated process instead of blind mass unfollowing. ## Core Features & Use Cases - Review-First Prune Queues: Scores prune, review, and keep candidates with explicit reasons and confidence levels, never auto-removing connections. - Add/Follow Recommendations: Ranks expansion targets using lead-intelligence and research surfaces, identifying warm paths and bridge value. - Voice-Matched Outreach Drafts: Generates X DM, LinkedIn message, and Apple Mail drafts in the user's real voice via the brand-voice skill, without auto-sending anything. - Use Case: A founder wants to clean up their X following before a product launch. The Skill pulls their following inventory, flags inactive one-way follows for pruning, protects high-bridge-value mutuals, suggests new accounts aligned with current priorities, and drafts warm outreach messages for review. ## Quick Start Ask the assistant to clean up your X and LinkedIn network in default mode, listing your current priorities and any do-not-touch accounts.

Frequently Asked Questions about connections-optimizer

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

FAQPage Schema
How do I clean up my X following list safely?▼

Use a review-first prune workflow that scores each account you follow on reciprocity, recent activity, and alignment to your priorities. The Skill produces a ranked prune queue with reasons and confidence levels, and nothing is unfollowed until you approve the action plan.

How to decide who to unfollow on LinkedIn?▼

Outbound follows can be pruned more freely, while accepted 1st-degree connections default to manual review rather than removal. Candidates are scored on activity, role relevance, bridge value, and engagement history, with explicit reasons attached to each recommendation.

Does this skill automatically unfollow accounts or send messages?▼

No. All pruning is review-gated, and no DMs, LinkedIn invites, or emails are ever sent automatically. The Skill emits a ranked action plan and message drafts first, and any apply step requires your explicit approval.

Can I use this without LinkedIn API access?▼

Yes. The Skill prefers API-first access when available but includes a browser-control fallback workflow for LinkedIn analysis and drafting. The same fallback applies to X if API coverage is constrained.

What is the difference between light-pass, default, and aggressive modes?▼

Light-pass prunes only high-confidence low-value one-way follows and suggests a small add list. Default balances prune, keep, and expansion queues with outreach drafts. Aggressive widens the prune queue with lower tolerance for stale non-follow-backs, but remains review-gated.

How are outreach drafts matched to the right channel?▼

Channel selection depends on warmth and context depth: X DM for fast social touchpoints, LinkedIn messages for professional graph adjacency, and Apple Mail drafts for higher-context intros. Drafts are generated through the brand-voice skill so they sound like you, not sales copy.

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