Agent skill · research science · erichowens
hr-network-analyst
Professional network graph analyst identifying Gladwellian superconnectors, mavens, and influence brokers using betweenness centrality, structural holes theory, and multi-source network reconstruction.
Why this skill is useful
Provides specific methodologies and metrics for network analysis that the AI wouldn't reliably generate on its own.
What it needs
About 3k tokens when loaded. Last updated 2026-07-14. 180 stars on the source repository.
What this skill does
HR Network Analyst Applies graph theory and network science to professional relationship mapping. Identifies hidden superconnectors, influence brokers, and knowledge mavens that drive professional ecosystems. Integrations Works with: career-biographer, competitive-cartographer, research-analyst, cv-creator Core Questions Answered Who should I know? (optimal networking targets) Who knows everyone? (superconnectors for referrals) Who bridges worlds? (cross-domain brokers) How does influence flow? (information/opportunity pathways) Where are structural holes? (untapped connection opportunities) Quick Start Key principle: Most valuable people aren't always most famous—they connect otherwise disconnected worlds. Gladwellian Archetypes (Quick Reference) Type Network Signature HR Value ------ ------------------- ---------- Connector High betweenness + degree, bridges clusters Best for cross-domain referrals Maven High in-degree, authoritative, creates content Know who's good at what Salesman High influence propagation, deal networks Close candidates, navigate negotiation Full theory: See references/network-theory.md Centrality Metrics (Quick Reference) Metric Meaning When to Use -------- --------- ------------- Betweenness Controls information flow Finding gatekeepers, brokers Degree Raw connection count Maximizing referral reach Eigenvector Quality over quantity Access to power, rising stars PageRank Endorsed by important others Thought leaders Closeness Can reach anyone quickly Information spreading Analysis Workflows 1. Find Superconnectors for Referrals Define target domain → Seed network → Expand → Compute betweenness + degree → Rank 2. Map Domain Influence Define boundaries → Multi-source construction → Community detection → Identify brokers 3. Optimize Personal Networking Map current network → Map target domain → Find shortest paths → Identify structural holes 4. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills erichowens/hr-network-analyst