docs: archive rag and aiops query changes
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## 1. Prompt Query Construction
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- [x] 1.1 Add a deterministic AIOps knowledge query builder from payload fields.
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- [x] 1.2 Include the recommended query in payload-targeted task prompts.
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## 2. Tests And Docs
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- [x] 2.1 Add unit tests for query construction and prompt inclusion.
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- [x] 2.2 Update interview/RAG notes to reflect AIOps payload query augmentation.
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## 3. Verification
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- [x] 3.1 Run focused AIOps service tests.
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- [x] 3.2 Validate the OpenSpec change and review git scope.
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