dsh-memory-connect

DeepSeek Harness Memory Low risk

Cross-session memory plugin for DSH (v0.6.1, npm @asherliner/dsh-memory-connect): auto-extraction, SQLite FTS5 indexing, RRF semantic recall injected into the system prompt every turn, scheduled maintenance, LLM-powered consolidation via ctx.llm, context explosion prevention, and global Soul identity via ~/.dsh/soul.md. v0.5.0 added temporal context graph (valid_from/valid_until/supersedes, append-only corrections via reviseMemory), trust model (recalled history injected as untrusted reference, current instruction always wins), turn-end summarization. v0.6.0 added local semantic embeddings (BAAI/bge-small-zh-v1.5 via embed_server.py, cosine + RRF fusion with FTS5, no cloud calls, ~232 msgs/sec on CPU). v0.6.1 fixed ~ expansion in path config. Zero-config install.

跨会话记忆插件（v0.6.1，npm 包 @asherliner/dsh-memory-connect）：自动提取、SQLite FTS5 索引、RRF 语义召回（每轮注入系统提示词）、定时维护、LLM 智能合并（自动接入 ctx.llm）、上下文爆炸防护、全局身份 Soul（~/.dsh/soul.md）。v0.5.0 新增：时态上下文图谱（valid_from/valid_until/supersedes，reviseMemory 追加式修正）、信任模型（历史记忆作为不可信参考注入，当前指令绝对优先）、轮末自动摘要。v0.6.0 新增：本地语义 embedding（BAAI/bge-small-zh-v1.5，embed_server.py 提供，余弦相似度 + 与 FTS5 的 RRF 融合，纯本地无云端调用，CPU 约 232 条/秒）。v0.6.1 修复 path 配置 ~ 展开。零配置装完即用。

How to install

DeepSeek Harness dsh plugin add @asherliner/dsh-memory-connect

About

@deepseek-ai/dsh-memory-connect 跨会话记忆插件 — 让 AI Agent 拥有持久记忆和全局身份 Cross-session memory plugin for DeepSeek Harness (DSH) --- **English** | 中文 Overview dsh-memory-connect is a cross-session memory sharing plugin for DeepSeek Harness. It automatically extracts, stores, and recalls memories across sessions, giving your AI agent persistent, intelligent memory with **context explosion prevention** and **global Soul identity**. **Zero-config** — works out of the box with SQLite FTS5 and DSH's built-in LLM. Features | Feature | Description | |---------|-------------| | 🧠 **Global Soul** | Persistent …

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Sources: curated:awesome-dsh-plugin.com, curated:awesome-dsh-plugin/awesome-dsh-plugin
Topics: ai-agent, cross-session, dsh, dsh-plugin, llm, memory

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