## ADDED Requirements

### Requirement: AIOps payload prompts SHALL include a recommended knowledge query
When an AIOps request includes alert payload fields, the system SHALL include a deterministic recommended knowledge retrieval query in the prompt sent to the Agent flow.

#### Scenario: Payload-targeted prompt includes knowledge query
- **WHEN** an AIOps request contains alert name, service, severity, or description
- **THEN** the generated task prompt SHALL include a recommended `lookup_knowledge` query derived from the supplied payload fields

#### Scenario: Query skips blank fields
- **WHEN** some AIOps payload fields are blank
- **THEN** the recommended knowledge query SHALL omit those blank fields
- **AND** it SHALL preserve the non-blank alert-specific terms

#### Scenario: Auto-discovery prompt does not invent payload query
- **WHEN** an AIOps request does not include alert payload fields
- **THEN** the generated task prompt SHALL remain in auto-discovery mode
- **AND** it SHALL not include a payload-derived recommended knowledge query