Orleans.RateLimiting: Skill for Codex

ManagedCode.Orleans.Graph

Trigger On

• integrating ManagedCode.Orleans.Graph into an Orleans-based system
• modeling graph relationships, edges, or traversal behavior with Orleans grains
• reviewing graph-oriented distributed workflows on top of Orleans
• deciding whether a graph abstraction is the right fit vs relational modeling

Workflow

1. Install the library:

   dotnet add package ManagedCode.Orleans.Graph
   

2. Confirm the application has a real graph problem — node-to-node relationships, directed/undirected edges, or traversal queries. If the data is tabular or hierarchical, prefer standard Orleans grain patterns instead.
3. Model graph entities as grains:
   • nodes map to grain identities
   • edges represent relationships between grains
   • traversal operations query across grain boundaries
4. Implement graph operations:

   // Define a graph grain interface
   public interface IGraphGrain : IGrainWithStringKey
   {
       Task AddEdge(string targetId, string edgeType);
       Task<IReadOnlyList<string>> GetNeighbors(string edgeType);
       Task<bool> HasEdge(string targetId, string edgeType);
       Task RemoveEdge(string targetId, string edgeType);
   }
   

5. Keep Orleans runtime concerns explicit:
   • grain identity determines the node identity
   • persistence provider stores edge state
   • grain activation lifecycle affects traversal latency
6. Add traversal logic for multi-hop queries:

   // Breadth-first traversal across grains
   public async Task<IReadOnlyList<string>> TraverseAsync(
       IGrainFactory grainFactory, string startId, string edgeType, int maxDepth)
   {
       var visited = new HashSet<string>();
       var queue = new Queue<(string Id, int Depth)>();
       queue.Enqueue((startId, 0));
   
       while (queue.Count > 0)
       {
           var (currentId, depth) = queue.Dequeue();
           if (!visited.Add(currentId) || depth >= maxDepth) continue;
   
           var grain = grainFactory.GetGrain<IGraphGrain>(currentId);
           var neighbors = await grain.GetNeighbors(edgeType);
           foreach (var neighbor in neighbors)
               queue.Enqueue((neighbor, depth + 1));
       }
       return visited.ToList();
   }
   

7. Validate that traversal and relationship operations work against real Orleans clusters, not only unit tests with mock grain factories.