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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.