Using it with an AI agent

declscope runs wherever an agent's edits are checked.

declscope ./...        # in CI, and in the agent's build loop
declscope -fix ./...   # deterministic: at most one fix per diagnostic

On an existing codebase, run declscope baseline ./... once first. The agent is then shown only the boundaries its own edits cross.

Property	Effect on the agent
The diagnostic names the namespace crossed	The agent is told why the use is wrong, and the repair is mechanical
A directive is a durable record of intent	The next agent inherits the decision instead of re-deriving it

For the work of introducing it, give the agent -format=json rather than the diagnostics.

declscope survey -format=json ./...             # what is in force, and which package to open
declscope inspect -format=json ./internal/cmd   # its namespaces, crossings, edges and names

Rank by crossings[].clears, and pass -test=false to take test scaffolding out of the ranking. The JSON keeps an agent from counting message fragments, and it refuses rather than reporting a zero for a package that did not compile.