Agent skill · marketing growth · affaan-m
connections-optimizer
Reorganize the user's X and LinkedIn network with review-first pruning, add/follow recommendations, and channel-specific warm outreach drafted in the user's real voice. Use when the user wants to clean up following lists, grow toward current priorities, or rebalance a social graph around higher-signal relationships.
Why this skill is useful
Provides a structured approach to network optimization with specific scoring models and drafting capabilities that the AI wouldn't generate on its own.
What it needs
Requires lead-intelligence, social-graph-ranker, x-api installed locally. Requires linkedin account access. About 3k tokens when loaded. Last updated 2026-08-06. 238,342 stars on the source repository.
What this skill does
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 Required Inputs Collect or infer: current priorities and active work target roles, industries, geos, or ecosystems platform selection: X, LinkedIn, or both do-not-touch list mode: light-pass, default, or aggressive If the user does not specify a mode, use default. Tool Requirements Preferred x-api for X graph inspection and recent activity lead-intelligence for target discovery and warm-path ranking social-graph-ranker when the user wants bridge value scored independently of the broader lead workflow Exa / deep research for person and company enrichment brand-voice before drafting outbound Fallbacks browser control for LinkedIn analysis and drafting browser control for X if API coverage is constrained Apple Mail or Mail.app drafting via desktop automation when email is the right channel Safety Defaults default is review-first, never blind auto-pruning X: prune only accounts the user follows, never followers LinkedIn: treat 1st-degree connection removal as manual-review-first do not auto-send DMs, invites, or emails emit a ranked action plan and drafts before any apply step Platform Rules X mutuals are stickier than one-way follows non-follow-backs can be pruned more aggressively heavily inactive or disappeared accounts should surface quickly engagement, signal quality, and bridge value matter more than …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills affaan-m/connections-optimizer--8ac378