Add self-serve search telemetry gap surfacing
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@@ -13,7 +13,7 @@ Source of truth: `docs/implplan/SPRINT_20260113_005_ADVISORYAI_controlled_conver
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| AI-SELF-001 | DONE | Unified search now emits the contextual answer payload (`contextAnswer`) with answer state, citations, and follow-up questions for self-serve search. |
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| AI-SELF-002 | DONE | Deterministic grounded/clarify/insufficient fallback policy is implemented in unified search orchestration. |
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| AI-SELF-003 | DONE | Follow-up question generation from route/domain intent, recent actions, and evidence is implemented. |
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| AI-SELF-004 | TODO | Telemetry for unanswered and reformulated self-serve journeys is still pending. |
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| AI-SELF-004 | DONE | Optional self-serve telemetry now captures answer frames, reformulations, rescue actions, and abandonment signals via hashed session ids; quality metrics and alerts expose the gaps operationally. |
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| AI-SELF-006 | DONE | Live ingestion-backed answer verification succeeded on the Doctor/knowledge route after local rebuild. |
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| SPRINT_20260222_051-AKS-INGEST | DONE | Added deterministic AKS ingestion controls: markdown allow-list manifest loading, OpenAPI aggregate source path support, and doctor control projection integration for search chunks, including fallback doctor metadata hydration from controls projection fields. |
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| AUDIT-0017-M | DONE | Maintainability audit for StellaOps.AdvisoryAI. |
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