Individual skill
s4h-network
Entry point for the network analysis toolkit. Routes to the right network skill based on your situation. Use when you say 'network', 'who's connected to whom', 'how does this spread', 'who are the key players', 'why did this go viral', 'network effects', 'tipping point', 'weak ties', 'bridges between groups', or want network thinking applied without knowing which specific tool fits.
skills/s4h-network/SKILL.md
Source commit a30df8b67698ccb03ef5e35d68c2eddc5321ad3f
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- Instructions only
- Last checked
- Nov 11, 2026
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- Repository last updated
- Jul 15, 2026
- License
- MIT
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# Network
Applies network analysis to situations where structure — not just individual attributes — determines outcomes. Diagnoses what kind of network thinking is needed and routes to the right tool.
## Which tool fits
| You need to... | Tool |
|---|---|
| Identify the most influential, well-connected, or critical nodes | centrality |
| Model how something spreads — or fails to spread — through a network | contagion |
| Find the bridging connections that link otherwise-disconnected groups | weak-ties |
| Understand how value scales with participation and where tipping points lie | network-effects |
## Routing Decision