The Agent Skills Directory

[Instructional Content]: The skill provides documentation and code snippets for using interrupt() and Command(resume=...). These are standard framework features for implementing human-in-the-loop controls.- [State Persistence]: The requirement for a checkpointer ensures that execution state is preserved securely between sessions, preventing state loss during pauses.- [Input Validation]: The inclusion of a validation loop pattern encourages developers to verify human input before continuing, which helps prevent malformed data from affecting downstream processes.- [Idempotency Guidance]: The documentation includes clear warnings about re-execution of nodes upon resumption, advising the use of idempotent operations to prevent side effects like duplicate record creation.

langgraph-human-in-the-loop