9d2bae3324
P0: avg_distill_loss 接入 Dashboard
- RecordDistillLoss(loss) 在蒸馏回调中写入 Dash
- loss = 1 - Overall, 归一化 0-1
P1: V 值反哺召回排序
- storage.VValueProvider 注入（server.go → VProp.GetMemVValue）
- lancedb_ipc.go Search() 排序公式：30%V值+30%importance+40%QL
P1: PassiveValidator 写回 quality_score
- 蒸馏回调中 GetRecords() 遍历并 ldb.Update quality_score
P2: CausalTracker Redis 持久化 + 自动触发
- EnableCausalRedisPersistence() 启动加载
- persistCausal() 每次 RecordVersion/AddDependency 后同步
- commit 路径自动 RecordVersion(memID, content, agent, 'commit')
P2: GapDetector 自动 repair
- t_gap 触发器除关闭过期缺口外，对开放缺口调用 AutoRepair
- 修复成功后 RecordGapClosed
P3: Skill 结晶接入
- RecordTrial(name, success) 程序化接口
- 蒸馏/合并触发器中 RecordTrial('auto_distill', true)
P3: 指标采集 6h → 30min
测试: 全部重启持久化验证通过
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|---|---|---|
| .. | ||
| bench_test.go | ||
| cooccur.go | ||
| embedder.go | ||
| lancedb.go | ||
| lancedb_ipc.go | ||
| memvector.go | ||
| recall.go | ||
| redis.go | ||
| reranker.go | ||
| searchcache.go | ||
| sqlite.go | ||