dsh-hybrid-memory
Three-layer local memory for DeepSeek Harness: L1 frozen-snapshot memory (MEMORY.md/USER.md injected into the system prompt, prefix-cache friendly) + L2 searchable knowledge base (facts + SQLite FTS5, Chinese search via sliding-window tokenization) + L3 import from Hermes/Claude Code/Codex/WorkBuddy with dedup. Auto-injects relevant facts on the first step or memory trigger words (agent/pre-step) and after skill loads (tools/post-execute); data stays on the local drive.
DSH 本地混合记忆插件：L1 冻结快照（MEMORY.md/USER.md 注入 system prompt，保 prefix cache）+ L2 可检索知识库（facts + SQLite FTS5，滑窗分词支持中文检索）+ L3 从 Hermes/Claude Code/Codex/WorkBuddy 导入（账本去重）；会话首步或记忆触发词自动注入相关事实，skill 加载后自动召回；数据全部留在本地。
How to install
dsh plugin add github:Frog755/dsh-hybrid-memory About
dsh-hybrid-memory 融合 **Hermes 轻量快照记忆** 与 **Noema 可检索知识库** 的 DeepSeek Harness 记忆插件。 Hybrid memory plugin for DeepSeek Harness — combining Hermes-style frozen-snapshot memory with Noema-style searchable knowledge base. 为什么有这个插件（Why） **Hermes 的记忆**（MEMORY.md / USER.md）轻量、省 token、保 prefix cache，但不可检索、无审核。 **Noema**（dsh-noema）可检索、可导入、可解释，但需要 Rust 二进制服务端、每次召回动 prompt。 **dsh-hybrid-memory** 各取所长： | 层 | 抄谁 | 做什么 | |---|---|---| | **L1 常驻快照** | Hermes | MEMORY.md/USER.md，会话组装时冻结注入 system prompt；中途写入不改已注入内容（保 prefix cache）；字符上限（与模型无关） | | **L2 知识库** | Noema | facts/ 一事实一文件 + node:sqlite FTS5 索引 + 实体抽取；按…
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Meta
- License
- MIT
- Language
- JavaScript
- GitHub stars
- 2
- mo. downloads
- –
- Last push
- 2026-08-26
- Created
- 2026-08-24
Links
Basic safety check
- Findings
- curated 收录但无 npm 包/安装命令
- Sources
- curated:awesome-dsh-plugin.com, curated:awesome-dsh-plugin/awesome-dsh-plugin
- Topics
- deepseek-harness, dsh, dsh-plugin, knowledge-base, memory, plugin
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