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Feature/workflow-aware reasoning + shared confidence scoring #1441

Description

@VaibhavUpreti

Build requirements

  • Add a feature/workflow hypothesis layer so the agent can name a likely initiating feature/action.
  • Add a lightweight configuration mechanism (file-based is OK) for:
    • endpoint → feature tags
    • feature → service mapping
    • optional operator hints (recently shipped feature, scheduled workflows)
  • Produce shared confidence scoring across:
    • correlation evidence
    • topology adjacency evidence
    • feature/workflow hypothesis evidence

Acceptance criteria

  • The “periodic feature workflow” synthetic scenario (Issue 4 Revert "Codebase refactoring and cleanup " #2) yields a top candidate that is feature/workflow-labeled with a clear rationale.
  • The correlation pathway (Issue 5) includes confidence + what evidence drove it.
  • Add unit tests that operator hints change rankings in a controlled fixture.

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enhancementNew feature or requestreliabilityImproves stability and failure handling

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