Query and Subscribe to Arete Views

Implement against an exact generated stack binding. Never infer entity names, view modes, keys, field paths, or types from examples or training data.

Resolve the Exact Surface

If the environment may not be ready, run a4 doctor --json and follow any required fix. When a stack is not already pinned, discover subscribe-ready stacks by intent and inspect the exact result:

a4 explore catalog --query "<intent>" --kind stack --mode subscribe --json
a4 explore catalog stack <stack-slug> --json

Then inspect the descriptor and relevant entity before writing code. A direct reference supplied by the user or project can use the compatibility form: