ethanreedlabs/sulde/memory-distill

SULDE_KB_HOME="${SULDE_KB_HOME:-${SULDE_HOME:-$HOME/.sulde}/data/kb}"
SULDE_KB_INDEX="${SULDE_HOME:-$HOME/.sulde}/bin/kb-index"
STATE="$SULDE_KB_HOME/distill-state.json"   # {last_id: N},不存在则从头
"$SULDE_KB_INDEX" mem-recent -n 100  # 或按 last_id 过滤

{
  "entities": [{"name": "双存储宇宙", "type": "incident"}],
  "edges": [
    {"src": "Spill错误", "rel": "root_caused_by", "dst": "维度不匹配merge", "entry_id": 2851, "confidence": 0.95}
  ],
  "lessons": [
    {
      "text": "换嵌入模型必须把所有派生存储一起重建,防脑裂",
      "problem_type": "workflow",
      "task_context": "替换嵌入模型并迁移已有索引",
      "symptom": "检索结果仍混用旧维度,期望全链一致但实际部分存储未更新",
      "root_cause": "关系与向量派生存储没有共享同一迁移闭环",
      "evidence_status": "verified",
      "evidence_entry_ids": [2851],
      "route_positive": {"text": "更换嵌入模型后部分检索仍返回旧结果", "reason": "命中模型迁移与派生状态残留", "source": "observed"},
      "route_negative": {"text": "只调整查询权重且嵌入维度未改变", "reason": "没有发生模型或向量结构迁移", "source": "constructed"},
      "outcome_positive": {"text": "所有派生存储重建并通过一致性抽检", "reason": "覆盖全部派生状态并留下验证证据", "source": "constructed"},
      "outcome_negative": {"text": "只清空向量表就宣称迁移完成", "reason": "其他缓存和图状态仍可能引用旧模型", "source": "observed"}
    }
  ]
}

"$SULDE_KB_INDEX" mem-annotate --json '<仅图谱字段和当前宿主 extracted_by 的 JSON>'

echo '{"last_id": <本次最大id>, "ts": "<ISO时间>"}' > $STATE