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SuperBizAgent-java/openspec/changes/archive/2026-07-05-aiops-lightweight-verifier/proposal.md
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Why

AIOps now has traceable payload scope control and improved RAG retrieval, but it still lacks a quality gate comparable to Chat's verifier. A lightweight rule-based verifier can check the most important AIOps risks without introducing another LLM agent.

What Changes

  • Add a rule-based AIOps evaluation service that checks final report quality after the AIOps flow completes.
  • Persist the evaluation under diagnosis_session.self_evaluation.aiops_rule_evaluation.
  • Evaluate payload focus, evidence-tool coverage, and basic report completeness.
  • Expose the evaluation through the existing trace API self-evaluation payload.

Capabilities

New Capabilities

None.

Modified Capabilities

  • aiops-traceable-diagnosis-entry: AIOps sessions include a lightweight rule evaluation for trace replay.

Impact

  • Affects AIOps session finalization and trace self-evaluation.
  • Does not change AIOps API input, Agent flow topology, tool signatures, or database schema.
  • Does not add an LLM verifier agent.