メモリ・ナレッジ · DeepSeek Harness プラグイン — 43 ページ

DeepSeek Harness 长期记忆插件：四通道检索 + 演化闭环 + 分层治理（SQLite 单一事实源 + Markdown 快照）

DeepSeek Harness 内嵌的本地四层记忆浏览器

Layered, auto-injected cross-session memory for AI coding agents: a DSH plugin plus a standalone zero-dependency CLI. Borrows the spec/change/archive discipline from OpenSpec (MIT), but pushes instead of pulls.

为 DeepSeek Harness 带来分层记忆（全局 / 用户 / 项目 / GIT 分支 / 每日）与自我进化（经验沉淀 + 技能自动创建）和技能管理、待办管理、CLI 调度（kimi/codex/grok/hermes 等外部 AI 统一调度）、临时信息便签，带 WebUI 管理界面。Hermes-style long-term memory, self-evolution, skills, todos and external CLI agent dispatch for DeepSeek Harness. 本构建另内置三份记忆运维技能（压缩 / 整理 / 注入轨毒源取证）。

Gated GA-style layered memory for DeepSeek Harness: hard-injected L1, working checkpoint, settlement to Skills/L1/L2 — no silent auto-retain.

Non-invasive SQLite hybrid memory and knowledge-graph plugin for DeepSeek Harness

Hermes-style bounded curated memory for DeepSeek Harness (out-of-tree plugin)

DSH memory plugin gated by the TypeSafe Jev decision model: mem_* tools whose every read/write is a typed judgement (choice/noul) — write gate, recall gate and a fail-closed injection gate with budget, audit log and restore/merge.

On-demand memory for AI agents: distill session logs into layered markdown, and let queries return only the matched snippets. Ships as both a DSH plugin (mem_query tool) and a zero-dependency CLI.

Lightweight cross-session memory for DeepSeek Harness: one `memory` tool with save/recall/list/forget operations plus a Settings-card UI, persisted to ~/.dsh/memory-lite.json.

Deterministic two-level memory injection for DeepSeek Harness: global and project MEMORY.md plus today's notes, auto-loaded into every new session.

本地 Markdown 记忆：通过 memory_md_* 工具把值得长期保留的内容写进 ~/.dsh/memory-md/，让助手跨会话记住你。

极简 Markdown 长期记忆 for DeepSeek Harness(dsh)：中文可搜、人类可直接编辑、不依赖 web。Minimal Markdown memory for dsh — CJK-friendly substring search, hand-editable file, no web surface required.

DSH 一体化记忆与上下文管控增强插件 — 四层记忆 + 上下文压缩 + 提示词编排

Persistent memory plugin for DeepSeek Harness: memory_* model tools, automatic memory:recall prompt injection, /memory/api JSON routes, and a 设置→记忆 (Settings → Memory) management panel.

Long-term memory for DeepSeek Harness: memory_save/recall/list tools plus a sidebar panel visualizing what the agent remembers about you

DSH 记忆/规则插件：每轮注入记忆与规则，提供 memory_* / rule_* 工具，标题栏图标浮层 + 设置页「记忆与规则」

记忆搬家：把 Claude / ChatGPT / Claude Code 的历史记忆搬进 DeepSeek Harness —— 带逐字证据，逐条批准 | Move your Claude & ChatGPT memory into DeepSeek Harness (DSH), with verbatim evidence and one-by-one approval

Memory protocol enforcement plugin for DeepSeek Harness — forces memory_weave before tool calls, auto-ingests session turns, injects memory context into agent steps. Bridges the opencode-memory MCP server with a hard protocol gate.

Persistent memory for dsh in the style of Hermes Agent: a memory tool that keeps a user profile and the model's own notes, delivered to every chat as a logged context message — at the start, after a change and after compaction — and a session_search tool that reads earlier chats only after the user approves, with a Memory panel to see and edit what is kept.

Markdown 笔记 → Agent 的长期记忆：本地 embedding + SQLite FTS5 混合召回（中文 bigram），可选密级过滤。

Zero-dependency DeepSeek Harness plugin: inject local markdown/text files into every session's system prompt as lightweight memory.

Explicitly governed shared memory spaces for DeepSeek Harness sessions

记忆管家：为 dsh-memory-evolve 补上记忆入库之后的生命周期闭环——预算看门狗、整理到期提醒、待审批队列与审批 Tab、带备份执行。只读观测记忆文件，写入一律回调 memory-evolve 官方 HTTP API。