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fafofafo

@fafofafo source repo

2 published skills

  1. Agent Memory · fafofafo
    为任何智能体建立长期记忆、自动学习与自我进化能力的通用基础设施(原 hermes-lite):跨会话记忆、对话自动沉淀(digest)、混合语义检索(BM25+向量+Rerank)、记忆图谱、淘汰与加密。当用户要求实现/复现/搭建记忆系统、或需要长期记忆、对话自动沉淀、语义检索、知识积累与自我进化能力时使用本技能。包含完整实施规格、关键设计决策与验收标准,新 harness 实例加载后即可按步骤复现,无需额外说明。
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  2. Agent Memory En · fafofafo
    Build "Agent Memory" — a universal infrastructure giving any AI agent long-term memory, automatic learning, and self-evolution: cross-session memory, conversation auto-sedimentation (digest), hybrid semantic retrieval (BM25 + vector + Rerank), memory graph, pruning, and encryption. Use this skill when the user asks to implement/reproduce/build a memory system, or needs long-term memory, conversation sedimentation, semantic retrieval, knowledge accumulation, or self-evolution capabilities. Contains the complete implementation spec, key design decisions, and acceptance criteria — a new harness instance can reproduce it step by step from this document alone, no further explanation needed.
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