Define the first job
A five-bullet pilot plan
Product: [product] User: [role] Job: [recurring task] Design one bounded pilot: trigger → tools → review → checked outcome. Return five bullets. Flag missing context instead of inventing details.
Read the guideChoose the next tool
Three capabilities, backed by cases
Cases: [anonymized cases and their outcomes] Group misses by missing tool, wrong argument, stale context, or usability. Rank three capabilities by cases helped and review effort. Return one table with case IDs and evidence. Leave unsupported estimates blank.
Read the guideCheck the permission boundary
Concrete tests and expected results
Tool: [action and target objects] Actor: [acting identity] Review: [proposed confirmation] List authority, scope, and freshness checks at execution. Test wrong tenant, revoked access, stale arguments, duplicate approval, and a lost reply. Include the expected result and how to check each case.
Read the guideMeasure the pilot
Four metrics and a pilot decision
Job: [job] Baseline: [cases, verified outcomes, human minutes] Pilot: [same fields, plus review, rework, model and operating costs] Compare cost per verified outcome and released capacity. Separate observations from estimates. Return four metrics and one pilot decision.
Read the guide