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feat: add aiops payload query augmentation

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aruo
2026-07-05 12:56:20 +08:00
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openspec/changes/aiops-payload-query-augmentation/specs/aiops-traceable-diagnosis-entry/spec.md
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## 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