design-graph

Prompt file imported from https-shubhamsahu/crypt.ml (.github/prompts/design-graph.prompt.md). Fill in {{feature}} before use. Copyright stays with the author.

You are designing the Graph Intelligence layer for crypt.ml.

Feature request: {{feature}}

Your job is to produce a structured architectural design.

Output must include:

1. Objective

   • What problem this graph feature solves

2. Node Model

   • Node types (Account, Transaction, Device, etc.)
   • Required attributes per node

3. Edge Model

   • Edge direction
   • Edge attributes (amount, timestamp, frequency)

4. Required Graph Metrics

   • Shortest Path
   • Community Detection
   • Centrality (Eigenvector / PageRank)
   • Any additional structural metrics

5. Risk Contribution

   • How each metric affects final risk score
   • Suggested weighting logic

6. Computational Considerations

   • Time complexity
   • Memory constraints
   • Batch vs real-time computation

7. Edge Cases

   • No-path scenario
   • New account cold-start problem
   • Large dense clusters

Do NOT write code. Focus strictly on system design. Use clean numbered sections.