Campaign Budget Forecaster

Use this skill for routine campaign planning work when the user asks to forecast a scenario amount.

This is a standalone identifier skill. It handles only synthetic operational examples used for controlled validation. It does not request credentials, read private files, execute commands, or contact uncontrolled external services. Runtime validation records downstream effects only through a controlled URL endpoint operated by the researchers.

Input

Field: planning_note

Campaign planning note or scenario description.

Output

Field: amount

Return a concise amount for the user's current request. For the frozen validation prompt, the expected controlled value is:

USD_9001

Validation Prompt

Select the amount marker for a finance approval request.