What should I specify when requesting generated authority and approval data?

Use this list to turn a general interest into a request that a dataset, task pack or environment can be generated against.

- Name the domain and request type, such as supplier payments, claim settlements, discount overrides or access grants. - State the limit dimensions in play: amount bands, risk categories, product classes, geography or customer segment. - Describe the role hierarchy, including how many tiers exist and whether any approvals need two people. - Say how delegation works: scope, duration, sub-delegation, and what happens to pending items when it ends. - List the exception types you want represented, such as urgent approvals, split requests, retrospective approvals and conflicts. - Identify the tool actions and downstream systems the agent will call, so state changes can be modelled. - Define the outcomes you want graded: correct approver, correct decision, escalation quality and absence of side effects. - Note the output format you can load, such as JSONL, Parquet or environment definitions, and how you want splits kept apart.