Second Brain

智能层 — KG 织网、蒸馏总结、灵感碰撞

FluffyAIcode Updated

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Second Brain — 智能层

位于语料库之上,提供知识图谱推理、蒸馏总结和灵感碰撞。与 RAG 的本质区别:能推理关系、发现缺失、追踪矛盾。

命令速查

场景 命令
灵感碰撞 (7 策略) memory-cli collide
矛盾检测 memory-cli contradictions
盲区扫描 memory-cli blindspots
思维线索 memory-cli threads
知识图谱统计 memory-cli graph-status
灵感评分 memory-cli rate <id> <1-5>
策略统计 memory-cli insight-stats
每日简报 memory-cli briefing
记忆活力 memory-cli vitality
记忆生命周期 memory-cli inspect "关键词"
沉睡记忆 memory-cli review-dormant
记忆总结 memory-cli digest --days 7

碰撞策略 (7 种)

RAG-based: Semantic Bridge, Dormant Revival, Temporal Echo, Chronos Cross-Ref, Digest Bridge KG-driven: Contradiction-Based, Blind Spot-Based

策略权重自适应:用户评分 → 权重调整 → 更好碰撞。

数据

  • KG: memory/kg/nodes.jsonl + edges.jsonl
  • 灵感: memory/insights/YYYY-MM-DD.md
  • 权重: memory/insights/strategy_weights.json

FluffyAIcode/openclaw-memory-pro-system/tree/main/skills/second-brain commit 9653c4cf39

Frequently asked questions

npx skillmds@latest add fluffyaicode/second-brain