cyberneticlibrary

Score warm intro connections with network graphs

social-graph-rankerskillsetup L20
Sheshiyer/skill-clusters
What it does

Rank entities in social graph by relevance

Best for

Finding most relevant contacts/collaborators in large social networks without exhaustive search.

Inputs
  • · [object Object]
  • · [object Object]
  • · [object Object]
Outputs
  • · [object Object]
  • · [object Object]
Requires
  • · graph algorithm library
  • · entity embedding engine
Preconditions

Social graph nodes/edges defined, entity IDs valid

Failure modes

Malformed graph, missing entity, ranking criteria undefined

Trust signals
  • · Handles disconnected components
  • · Scoring persists across ranking variants