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I am exploring practical AI agent systems, long-term memory mechanisms, and multi-agent orchestration.

Featured Work

Progressive Synaptic Memory

A concept paper and technical whitepaper about a token-efficient long-term memory mechanism for LLM agents.

核心观点：

记忆不应该被一次性检索出来，而应该被逐步唤醒、重构和压缩成当前任务真正需要的工作上下文。

• Repository: progressive-synaptic-memory
• Chinese paper: paper.zh-CN.md
• English paper: paper.en.md

Keywords: LLM Agents, Agent Memory, Synaptic Memory, Graph Memory, Long-Term Memory, SOP, Token Efficiency, Multi-Agent Systems.