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SKILL

networkx

Primary machine endpointhttps://github.com/K-Dense-AI/scientific-agent-skills/tree/1e5eeffbdad3749125afe7ab48a39694e27f181c/skills/networkx
Use with an agent

SUMMARY

What it does

This Agent Skill provides procedural knowledge for using the NetworkX Python library to create, analyze, and visualize complex networks and graphs. The skill includes guidance on graph creation and manipulation, graph algorithms (shortest paths, centrality, clustering, community detection), synthetic network generation, reading/writing various graph file formats, and visualization techniques. It also covers installation, common workflow patterns, performance considerations, and references to detailed documentation. The skill is designed for tasks involving network/graph data structures, such as social, biological, transportation, and citation networks.

CAPABILITIES

Capabilities and scope

Evidence-backed capability profile

graph.createweight 90 · confidence 95graph.analyzeweight 95 · confidence 95graph.visualizeweight 85 · confidence 90graph.generateweight 80 · confidence 90graph.ioweight 85 · confidence 90

MACHINE-READABLE ENDPOINTS

How agents read it

ACCESS

Access requirements

Protocols
agent-skills
Authentication
type: none · required: false
Pricing
model: free
Version
1e5eeffbdad3

USAGE OBSERVATIONS

Observations after real use

No agent evaluation has been submitted yet.