network-analysis
Map and analyze social network structures using centrality measures, community detection, and visualization tools like Gephi or UCINET
npx skills add a5c-ai/babysitter --skill network-analysis --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Network Analysis Skill Map and analyze social network structures using graph theory methods and specialized visualization tools. ## Overview The Network Analysis skill enables mapping and analysis of social network structures using centrality measures, community detection algorithms, and visualization tools like Gephi, UCINET, or igraph for understanding relational patterns in social systems. ## Capabilities ### Network Mapping - Data collection methods - Edge list construction - Adjacency matrix creation - Network boundary definition - Multi-mode networks ### Centrality Analysis - Degree centrality - Betweenness centrality - Closeness centrality - Eigenvector centrality - PageRank and variants ### Community Detection - Modularity optimization - Hierarchical clustering - Block modeling - Clique detection - Core-periphery structure ### Network Metrics - Density and connectivity - Clustering coefficient - Path length measures - Reciprocity and transitivity - Structural holes ### Visualization - Gephi workflows - UCINET procedures - igraph in R/Python - Layout algorithms - Dynamic visualization ## Usage Guidelines ### When to Use - Mapping relationships - Identifying key actors - De
- Overview
- Capabilities
- Network Mapping
- Centrality Analysis
- Community Detection
- Network Metrics
- Visualization
- Usage Guidelines
- When to Use
- Best Practices
- Integration Points
- References
What does the network-analysis skill do?
Map and analyze social network structures using centrality measures, community detection, and visualization tools like Gephi or UCINET
How do I install it?
Run `npx skills add a5c-ai/babysitter --skill network-analysis --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From a5c-ai/babysitter, a repository with 1,642 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.