Persist provider reasoning and assistant text separately on agent_reasoning_audit (DeepSeekAssistantMessage path), extract diagnosis_run.conclusion, enrich RAG tool audit (step_id/query/qualityScore), gate empty mysql tools, drop devtools, and align MVP docs after live E2E verification.
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Evidence: rag-quality-score-unify
Code (pre-change)
MilvusHybridKnowledgeStore.searchHybrid:RRF 后并行 dense 回填 L2;BM25-only →bm25_only_no_dense+ maxL2。KnowledgeEvidencePostProcessor:一律normalizeL2(score)+ domain/entity/keyword/source_type 加分,按finalScore降序;PRECISE 需hasHintSupport。
User decisions (grill)
| ID | 结论 |
|---|---|
| Q1 | 一级 label 仅 dense/hybrid;bm25_only 不作正式 label |
| Q2 | 后处理去掉 contains 加分改序,保 originalRank |
| Q3 | 唯一 toQualityScore;后处理统一 |
| Q4 | dense mode 保留作对照 |
| Q7 | 接受 relevance_level / retry 分布变化 |
| Q8 | hybrid quality = 纯 rank 映射 |
Post-change anchors
RetrievalScoreLabels/RetrievalScoreNormalizerMilvusHybridKnowledgeStore(无 L2 overwrite / 无 bm25_only 发射)KnowledgeEvidencePostProcessor(rank sort + explain-only L0 overlap)- OpenSpec delta:
rag-retrieval-quality-score - 架构:
mvp/architecture/RAG知识检索架构.md§6