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DeepSeek Harness (DSH) plugin: a read-only ledger for the plugins you already have installed — a capability inventory with file:line evidence, declared-vs-detected reconciliation, cross-profile version drift, and a diff of what changed since the last scan.

本地优先的文献知识库 RAG(DeepSeek Harness 插件):混合检索正文与图注,把模糊记忆定位到具体段落与图表,DOI 一键直达原文。Local-first literature RAG for DSH — turn a fuzzy memory into an exact passage/figure, one-click DOI to source.

面向 AI Coding Agent 的任务感知工作区上下文检索与生命周期追踪：按当前任务找到、组织并持续追踪最相关的文档、代码与媒体。纯本地、零模型调用、零网络。 Task-aware workspace context retrieval and lifecycle tracking for AI coding agents. Find, organize, and track the workspace context most relevant to the task at hand — locally, deterministically, zero model calls, zero network.

Installable DeepSeek Harness knowledge base plugin

Tree-shaped knowledge bases for DeepSeek Harness: a right-side canvas you edit by hand, plus tools the model reads and writes. Nodes carry a trigger line saying when they apply; a base can be injected in full or as an index.

让 DeepSeek Harness 拥有跨会话长期记忆：AI 自动记住你是谁、你的项目和偏好，新会话直接带上背景，生活与工作记忆自动分开互不干扰，零配置无感运行 | Long-term memory for DeepSeek Harness: the AI remembers who you are, your projects and preferences across sessions, keeps personal and work memories separate, zero-config.

梗百科：内置 6668 条梗/黑话词库，自动查梗并注入上下文，让模型认得群里的梗，不硬猜。移植自 AstrBot 的 astrbot_plugin_memewiki。

Long-term memory plugin for DeepSeek Harness (dsh): four-channel retrieval fusion and continuous memory evolution. Memory construction and retrieval are based on MemGAS (ICLR 2026).

融合 Claude Code 的 Auto Memory 与 Codex 的 Session 记忆整理，为 DeepSeek Harness 提供简单、透明、上下文友好的长期记忆。Claude Code-inspired Auto Memory meets Codex-inspired Session consolidation, bringing simple, transparent, and context-efficient long-term memory to DeepSeek Harness.

DSH（DeepSeek Harness）插件：把一份基于文件的本地记忆档案（日记 / 状态 / 生长记录 / 事件流）搬进设置页面板 —— 概览、搜索、追加、谨慎编辑，读写都带指纹守卫与改前备份。MIT。

记忆核心（Memory Eternal）：自研的 DeepSeek Harness 记忆插件——对话结束自动沉淀知识卡到本地 Markdown Vault（自研去重 / 自研 CJK 检索 / 知识图谱 + 审核中心 / 回收中心），Agent 通过 memory_recall 按需召回历史上下文，零人工干预。

为 DeepSeek Harness 带来「跨会话长期记忆 + 后台自我进化」能力的纯插件实现：五轨记忆 · git 分支感知 · 回合内自我审查 · 技能自我进化与技能管理器 · 四轨待办 · COI 调度 · 会话广播 · 会话搜索 · 提示词管理器 · 临时信息便签——零核心修改、零运行时依赖，随装随用、卸载即净。

把 WorkBuddy 的文件式记忆系统移植进 [DeepSeek Harness](https://www.deepseek.com/harness/) —— 为 Harness 提供**跨会话持久化、人类可直接编辑的 Markdown 记忆**。

DeepSeek Harness bundle that bridges the MemOS memory service into the agent over MCP: persistent memory tools (mcp__memos__*), with start-up preflight and host-run endpoint resolution.

Cross-session memory plugin for DeepSeek Harness: seven-layer SQLite store (soul/user/project/fact/lesson/topic/rules), BM25 retrieval, per-window dream consolidation. 跨会话七层长期记忆插件。

Composable, view-based context for DeepSeek Harness. Pluggable sources and strategies, with layered memory and self-evolving skills out of the box.

Noema long-term memory plugin for DSH: durable, inspectable agent memory with recall tools and a settings page.

Connect DeepSeek Harness (dsh) to a local Obsidian vault: search, read, write, move, and trash notes.