Local and remote knowledge bases for DeepSeek Harness, with scoped recall, controlled write-back, and a Web management console

DSH 多对话思维导图与静态知识图谱

LLM-supervised persistent memory for AI agents — graph-based recall, cross-session knowledge, single binary. Works with DeepSeek Harness, Claude Code, OpenClaw, and any agent runtime.

Deepseek Harness、Openclaw知识图谱记忆插件。2026年4月受邀发布在清华大学讨论会。Knowledge Graph + Memory；Knowledge Graph Context Engine for OpenClaw — extracts structured triples from conversations, compresses context 75%, enables cross-session experience reuse

🧠 The memory that dreams — self-evolving memory for DeepSeek Harness: your AI remembers across sessions, consolidates in its sleep, forgets what matters less, and grows smarter over time. Fully offline & private.

A portable memory protocol for AI agents — load it as standing rules; a curation discipline + reference spec + optional cap hook.

AGI 的长期记忆基础设施。让 AI Agent 拥有不可遗忘的自我。跨会话记忆 · 持续学习 · 可审计信任（智能论 v3.2）

问山：DeepSeek Harness 地理野外实习知识图谱插件与非官方二次开发项目

Self-evolving Context Database for AI Agents. Unify Agent Memory, Knowledge RAG and Skills.