{"install":"安装","market":"通过 dsh-market · 推荐","marketHint":"复制市场安装命令","cli":"通过命令行","copy":"复制安装命令","copyLabel":"复制安装命令","dlTitle":"下载量（近 30 天）","items":[{"cat":"memory","tag":"记忆","dl":53802,"stars":53473,"added":"2026-08-15","npm":1,"name":"hindsight#coding-agents","owner":"vectorize-io","short":"hindsight#coding-agents","slug":"vectorize-io/hindsight--hindsight-integrations-coding-agents","desc":"Hindsight：会学习的 Agent 长期记忆系统，自动召回/保存、知识页、深度反思与按仓库隔离的记忆银行。","cmd":"dsh plugin --profile web add @vectorize-io/hindsight-coding-agents","href":"/zh/p/vectorize-io/hindsight--hindsight-integrations-coding-agents/"},{"cat":"memory","tag":"记忆","dl":48119,"stars":696,"added":"2026-08-13","npm":1,"name":"dsh-mnemon","owner":"omdsh-dev","short":"dsh-mnemon","slug":"omdsh-dev/dsh-mnemon","desc":"由 Mnemon 驱动的 DeepSeek Harness（DSH）跨 Agent、本地优先的持久记忆插件。它可在支持 Mnemon 的 Agent 之间共享长期记忆，并提供运行时记忆、可检索项目档案、语义召回、知识图谱和 Sidebar UI。","cmd":"dsh plugin --profile web add 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memory-eternal","href":"/zh/p/EternalNight996/memory-eternal/"},{"cat":"memory","tag":"记忆","dl":10351,"stars":8,"added":"2026-09-03","npm":1,"name":"dsh-tiddlywiki","owner":"bbqisbbq","short":"dsh-tiddlywiki","slug":"bbqisbbq/dsh-tiddlywiki","desc":"把 TiddlyWiki 5 变成 DSH 的持久知识库：十个 tiddlywiki_* 智能体工具（带过滤的检索、读写/批量/改名/删除、最近、标签，以及 git 同步与冲突解决），GUI 中央栏经同源代理内嵌完整 TiddlyWiki 编辑器，右侧栏知识库 Tab，会话级汇总本会话读写过的笔记，快速笔记卡片支持草稿自动保存，另可选剪藏书签（选中图片一并存为二进制附件）——全部由自动提交的 git 仓库支撑。","cmd":"dsh plugin --profile web add dsh-tiddlywiki","href":"/zh/p/bbqisbbq/dsh-tiddlywiki/"},{"cat":"memory","tag":"记忆","dl":9784,"stars":277,"added":"2026-08-14","npm":1,"name":"dsh-meow-memory","owner":"Phant0Meow","short":"dsh-meow-memory","slug":"Phant0Meow/dsh-meow-memory","desc":"项目级跨会话记忆：node:sqlite 七层存储（soul/user/project/fact/lesson/rules/topic），首条消息缓存友好注入 + 每条消息关键词命中，memory_remember/search/find_similar/read/update/project 工具，空闲窗口自动整理记忆（dream，峰时抑制）。prompt 文案按语言数据文件加载——框架支持多语言用户。","cmd":"dsh plugin --profile web add meow-memory","href":"/zh/p/Phant0Meow/dsh-meow-memory/"},{"cat":"memory","tag":"记忆","dl":9190,"stars":178,"added":"2026-08-14","npm":1,"name":"mneme#dsh-mneme","owner":"slow-stack","short":"mneme#dsh-mneme","slug":"slow-stack/mneme--dsh-mneme","desc":"会做梦的记忆 — DeepSeek Harness 跨会话记忆插件：跨会话记住你与项目，空闲时自动巩固记忆（autoDream），冲突记忆先冻结待你裁决，全程可回放审计。记忆落在本机：SQLite 存储配可人工编辑的 Markdown 镜像；附带四路召回（关键词、向量、BM25、实体图谱）与交互式记忆库面板，另有 10 个模型工具、MCP 服务端、外部 API 与 CLI。摘要与巩固走你已配置的宿主模型；把嵌入换成本地模型后，语义检索可完全离线运行。","cmd":"dsh plugin --profile web add @modusensus/dsh-mneme","href":"/zh/p/slow-stack/mneme--dsh-mneme/"},{"cat":"memory","tag":"记忆","dl":8168,"stars":3,"added":"2026-10-16","npm":1,"name":"dsh-memory","owner":"annkun","short":"dsh-memory","slug":"annkun/dsh-memory","desc":"分层 Claude Code 式记忆：用户级+项目级双作用域（项目记忆随 git 团队共享），MEMORY.md 索引会话启动自动注入，上下文护栏，纯文件零依赖。","cmd":"dsh plugin --profile web add @fooxe/dsh-memory","href":"/zh/p/annkun/dsh-memory/"},{"cat":"memory","tag":"记忆","dl":7922,"stars":127,"added":"2026-09-04","npm":1,"name":"stratagate-agentmemory","owner":"diqierjia","short":"StrataGate-AgentMemory","slug":"diqierjia/StrataGate-AgentMemory","desc":"近期对话保持清晰，久远记忆逐渐化为摘要，而不是消失。StrataGate 为 DeepSeek Harness 带来六层时间衰减记忆，并将长期事件与关系沉淀进知识图谱。还可以把其他 AI 中的已有记忆一起带过来，不必从头开始。","cmd":"dsh plugin --profile web add stratagate-dsh","href":"/zh/p/diqierjia/StrataGate-AgentMemory/"},{"cat":"memory","tag":"记忆","dl":7653,"stars":3,"added":"2026-10-15","npm":1,"name":"veyra","owner":"LoveDoLove","short":"Veyra","slug":"LoveDoLove/Veyra","desc":"面向编程代理的工程智能——为 DeepSeek Harness 提供持久化、证据感知、项目隔离的工程记忆，以及统一的混合搜索（记忆 + RAG 文档）。","cmd":"dsh plugin --profile web add @lovedolove/veyra","href":"/zh/p/LoveDoLove/Veyra/"},{"cat":"memory","tag":"记忆","dl":6472,"stars":18,"added":"2026-08-17","npm":1,"name":"sage-mem","owner":"gezi-wen","short":"sage-mem","slug":"gezi-wen/sage-mem","desc":"基于文件的跨会话记忆：纯 Markdown 记忆文件，检索结果自动注入；格式与 Claude Code 的 CLAUDE.md 及记忆文件兼容，迁移即手工复制文件。","cmd":"dsh plugin --profile web add sage-mem","href":"/zh/p/gezi-wen/sage-mem/"},{"cat":"memory","tag":"记忆","dl":6354,"stars":543,"added":"2026-08-15","npm":1,"name":"misakanet","owner":"Ikalus1988","short":"MisakaNet","slug":"Ikalus1988/MisakaNet","desc":"失败恢复记忆库：从真实工程会话中搜索和记录失败恢复教训，支持 BM25 + 语义 RAG 检索和知识库管理。","cmd":"dsh plugin --profile web add misakanet","href":"/zh/p/Ikalus1988/MisakaNet/"},{"cat":"memory","tag":"记忆","dl":5539,"stars":5,"added":"2026-10-17","npm":1,"name":"dsh-memory","owner":"RestRegular","short":"dsh-memory","slug":"RestRegular/dsh-memory--packages-dsh-memory","desc":"一体化本地记忆：按作用域（会话、项目、全局或自定义名）各一个 JSONL 文件、作用域内按内容去重，五个模型工具（memory_save / memory_search / memory_list / memory_get / memory_forget），自动召回与硬性规则注入 agent 的 pre-step，并带一个设置面板。检索是词法 IDF 与本地向量后端的组合，向量后端可由面板一键安装并托管。","cmd":"dsh plugin --profile web add @restregular/dsh-memory","href":"/zh/p/RestRegular/dsh-memory--packages-dsh-memory/"},{"cat":"memory","tag":"记忆","dl":5516,"stars":16,"added":"2026-09-05","npm":1,"name":"dsh-soul-md","owner":"Scorp1o117","short":"dsh-soul-md","slug":"Scorp1o117/dsh-soul-md","desc":"管理 soul.md 人设卡与长期记忆，支持按工作区和会话选择人设，并提供读取和更新工具。","cmd":"dsh plugin --profile web add dsh-soul-md","href":"/zh/p/Scorp1o117/dsh-soul-md/"},{"cat":"memory","tag":"记忆","dl":5282,"stars":141,"added":"2026-08-14","npm":1,"name":"dsh-memento","owner":"PerryLink","short":"dsh-memento","slug":"PerryLink/dsh-memento","desc":"有界、分层、带审批门、可审计的跨会话记忆：`ctx.memory` 服务 + 零依赖 SQLite 存储 + `memory` 工具与冻结快照注入，并预演 dsh-memory-protocol v1——适配器注册表与可分发的一致性套件。","cmd":"dsh plugin --profile web add dsh-memento","href":"/zh/p/PerryLink/dsh-memento/"},{"cat":"memory","tag":"记忆","dl":5100,"stars":106,"added":"2026-09-23","npm":1,"name":"dsh-auto-memory","owner":"AskTheWay","short":"dsh-auto-memory","slug":"AskTheWay/dsh-auto-memory","desc":"原生实现 Claude Code 式自动记忆:类型化记忆文件(user/feedback/project/reference)+ 自动注入系统提示词的 MEMORY.md 索引,无记忆时零提示词占用;memory_write/read/list/delete 遵循 Claude Code 写入规则(查重更新、相对日期转绝对、交叉链接);项目级与用户级双层作用域,跨进程文件锁与孤儿锁自愈,记忆为磁盘纯 Markdown,无外部服务、无 embedding。","cmd":"dsh plugin --profile web add dsh-auto-memory","href":"/zh/p/AskTheWay/dsh-auto-memory/"},{"cat":"memory","tag":"记忆","dl":4992,"stars":19,"added":"2026-08-18","npm":1,"name":"dsh-knowledge","owner":"lemoncat7","short":"dsh-knowledge","slug":"lemoncat7/dsh-knowledge","desc":"提供本地与远程知识库，支持项目和会话范围检索、可控回写以及内嵌 Web 管理台。","cmd":"dsh plugin --profile web add @lemoncat7/dsh-knowledge","href":"/zh/p/lemoncat7/dsh-knowledge/"},{"cat":"memory","tag":"记忆","dl":4921,"stars":34,"added":"2026-08-29","npm":1,"name":"dsh-plugin-save-token","owner":"vibe-any","short":"dsh-plugin-save-token","slug":"vibe-any/dsh-plugin-save-token","desc":"可逆的上下文瘦身插件：均匀 JSON 数组走 TOON 式无损表格化重编码，管道表按行号抽样保留窗口，90 秒内字节级相同的工具输出跨轮去重；每次替换都要通过双重门（压缩后 ≤72% 字节且估算 token 严格下降），原文落盘并以 `[save-token #id]` 标记，可用 `save_token_expand` 工具一步取回；设置页仪表盘分别统计实际计费与节省的 token。","cmd":"dsh plugin --profile web add dsh-plugin-save-token","href":"/zh/p/vibe-any/dsh-plugin-save-token/"},{"cat":"memory","tag":"记忆","dl":4603,"stars":1303,"added":"2026-08-23","npm":1,"name":"deja-vu#extensions/dsh","owner":"vshulcz","short":"deja-vu#extensions/dsh","slug":"vshulcz/deja-vu--extensions-dsh","desc":"读取本机上其他三十三个编程智能体已经写下的会话文件——Claude Code、Codex、Cursor、VS Code Copilot Chat、opencode、OpenClaw、Hermes、Kimi、Cline、Zed 等，包括安装之前的历史：提供 deja_recall、deja_session、deja_blame、deja_fix、deja_how、deja_remember 六个工具与 /deja 命令，并可选地把召回结果加入运行时上下文。本地 BM25 索引，不用大模型，不用向量嵌入，不联网（dsh plugin --profile web add dsh-deja）。","cmd":"dsh plugin --profile web add dsh-deja","href":"/zh/p/vshulcz/deja-vu--extensions-dsh/"},{"cat":"memory","tag":"记忆","dl":4205,"stars":8,"added":"2026-08-19","npm":1,"name":"dsh-plugin-memory","owner":"LittleBlackTong","short":"dsh-plugin-memory","slug":"LittleBlackTong/dsh-plugin-memory","desc":"带 LLM Wiki 结构与 SOUL 人格文件的长期 markdown 记忆库：会话启动注入 boot 块（默认提问后才注入、且只注入当前激活会话），含 remember/recall/consolidate/forget 工作流、内嵌 memory 技能、pack/unpack 迁移工具，以及空闲时以第一人称主动追忆（recall nudge）的拟人化能力。同时补上记忆库原先缺的“可观测 + 可维护”：按文件分配 boot 预算（索引路由表不再被截断）、自动戳记 last_access（salience 衰减真正生效）、只读记忆健康看板（体量/新鲜度/与 lint 同源的体检）、声明式索引编译器（页面声明 summary:，一条命令重写索引行），可拖动、可滚轮缩放的记忆图谱（页间链接 + 共享 tag）、结构化检索（tag/type/salience/hot/stale 过滤）、针对「尚无内容关系」页面的补链建议，以及以「最该做的 N 件事」收尾的 `checkup` 体检报告。同时把操作细节移到按需加载的技能，boot 注入体量减少约 23%。设置区块现在还有专属侧栏图标（半脑 + 节点——因为设置 shell 不给插件留图标位）和直达本仓库的反馈入口。要求 DSH session format v4（官方 DeepSeek Harness 0.1.7+）：注入消息使用 producer-owned source kind plugin:memory。","cmd":"dsh plugin --profile web add dsh-plugin-memory","href":"/zh/p/LittleBlackTong/dsh-plugin-memory/"},{"cat":"memory","tag":"记忆","dl":4125,"stars":21,"added":"2026-08-18","npm":1,"name":"dsh-library","owner":"PerryLink","short":"dsh-library","slug":"PerryLink/dsh-library","desc":"将本地 Markdown 与文本文档转为可检索的知识库，支持语义与关键词混合搜索、引用校验与来源注入。","cmd":"dsh plugin --profile web add dsh-library","href":"/zh/p/PerryLink/dsh-library/"},{"cat":"memory","tag":"记忆","dl":3965,"stars":25,"added":"2026-08-20","npm":1,"name":"dsh-project-memory","owner":"00080000","short":"dsh-project-memory","slug":"00080000/dsh-project-memory","desc":"为 DeepSeek Harness提供持久化的项目级记忆。专门针对项目开发，原生融合 dsh 任务系统，会话内任务清单与读过的文件自动沉淀为跨会话任务记录，任务↔文件自动关联——开发工作流可切换、可续接，无需重复梳理整个项目。文档与代码符号在读取时索引，无需全量预扫；针对不同语言的项目，支持可选功能增强。经验笔记自动去重，避免重复记录。所有数据召回附带出处可溯源。纯 JS、单依赖、静默运行、零操作成本。","cmd":"dsh plugin --profile web add @yolk_vat-y/dsh-project-memory","href":"/zh/p/00080000/dsh-project-memory/"},{"cat":"memory","tag":"记忆","dl":3877,"stars":9,"added":"2026-08-16","npm":1,"name":"dsh-memory-palace","owner":"lovezi0","short":"dsh-memory-palace","slug":"lovezi0/dsh-memory-palace","desc":"人类可读的 Markdown 记忆插件：用户级（~/.deepseek-harness/MEMORY.md）+ 工作区级双层记忆，每轮自动注入提示词，回合结束自动写日志并按期蒸馏沉淀；可桥接已有 WorkBuddy/CodeBuddy 记忆目录；内置 memory_note / memory_note_user / memory_read 三个工具（自动去重）与中英双语设置页。纯文件存储、无数据库，记事本即可编辑。","cmd":"dsh plugin --profile web add dsh-memory-palace","href":"/zh/p/lovezi0/dsh-memory-palace/"},{"cat":"memory","tag":"记忆","dl":3792,"stars":36,"added":"2026-08-23","npm":1,"name":"dsh-memoir","owner":"Qinling-Melon-Farmers","short":"dsh-memoir","slug":"Qinling-Melon-Farmers/dsh-memoir","desc":"仅本地运行、零捆绑运行时依赖（仅使用 DSH 宿主 peer）且不调用外部服务的项目记忆：以 JSON 为单一事实源并自动生成 PROJECT_MEMORY.md、按 token 有界且按会话冻结的 Hot Memory 以保持 prompt-prefix cache 稳定、带查询缓存的跨项目 BM25 召回、可信 session/turn 溯源、可解释的写前重复/冲突治理、可编辑的重要度/置顶/标签/supersede/归档生命周期、可配置的顶层回合自动蒸馏，以及支持搜索、检查、诊断和实时设置的中英双语 Web GUI。","cmd":"dsh plugin --profile web add dsh-memoir","href":"/zh/p/Qinling-Melon-Farmers/dsh-memoir/"},{"cat":"memory","tag":"记忆","dl":3701,"stars":0,"added":"2026-09-13","npm":1,"name":"dsh-instruction-memory","owner":"HERO476","short":"dsh-instruction-memory","slug":"HERO476/dsh-instruction-memory","desc":"在 DSH 设置界面维护常驻指令，自动注入此后每一轮对话的系统提示词。","cmd":"dsh plugin --profile web add dsh-instruction-memory","href":"/zh/p/HERO476/dsh-instruction-memory/"},{"cat":"memory","tag":"记忆","dl":3655,"stars":6,"added":"2026-08-16","npm":1,"name":"dsh-memory","owner":"Max-Null","short":"dsh-memory","slug":"Max-Null/dsh-memory","desc":"跨会话明文记忆：确定性 BM25 关键词召回（无向量嵌入），memory_save/list/search/confirm/forget 五个工具 + 人工确认闸门，global/project 两层 JSON 存储（project 随 git 分享）。","cmd":"dsh plugin --profile web add @max-null/dsh-memory","href":"/zh/p/Max-Null/dsh-memory/"},{"cat":"memory","tag":"记忆","dl":3126,"stars":2,"added":"2026-10-17","npm":1,"name":"dsh-ledger-memory","owner":"18477514055","short":"dsh-ledger-memory","slug":"18477514055/dsh-ledger-memory","desc":"项目级记忆，核心是台账：台账的结构由 AI 按项目类型自行决定，插件只负责检测、注入、回写、归档与 Git 配合。记忆按语义分开放 —— 活跃台账是当前状态、回合流水只追加、关键决策/目标树/经验教训各是一卡一文件（另有卡片目录的多维索引表），根本原则只有用户本人能改。压缩方式只有一种（分流后压缩）：压缩前先让 AI 把这一段分成三个桶 —— 留上下文的压缩后逐字注回、以后要查的落进项目 _stash/、已被取代的丢掉。对话建在装着多个项目的总工作区上时，可以把它锁定到某个子项目（锁记在插件自己的家，跨重启保持；不在你的项目里留任何标记）。另有活动日志 L0–L4，其中 L4 逐字存档用户原话（不注入上下文，可按需查）。每次压缩前把用户原话、报错原文、改过哪些文件落盘成一份逐字胶囊，重启后仍能取到（素材与胶囊分别落盘、跨重启保留）；再用交接单让新会话接上上一次的工作。21 个工具、12 个子命令、39 项设置（其中一项可切换「以设置面板为准 / 以项目清单为准」）；纯本地运行，零运行时依赖。","cmd":"dsh plugin --profile web add dsh-ledger-memory","href":"/zh/p/18477514055/dsh-ledger-memory/"},{"cat":"memory","tag":"记忆","dl":3045,"stars":11,"added":"2026-09-05","npm":1,"name":"hermes-loop","owner":"weibaohui","short":"hermes-loop","slug":"weibaohui/hermes-loop","desc":"自动复盘：对话收尾后自动把有价值的经验蒸馏成可复用的技能（skill）存入技能库，支持信号加速触发、手动立即复盘、审批模式与技能库治理（归档/恢复，永不直接删除）。","cmd":"dsh plugin --profile web add @weibaohui/hermes-loop","href":"/zh/p/weibaohui/hermes-loop/"},{"cat":"memory","tag":"记忆","dl":3027,"stars":8,"added":"2026-09-05","npm":1,"name":"dsh-tdai-memory","owner":"Scorp1o117","short":"dsh-tdai-memory","slug":"Scorp1o117/dsh-tdai-memory","desc":"集成 TencentDB Agent Memory，支持对话捕获、结构化记忆提取、自动召回，以及记忆和对话搜索工具。","cmd":"dsh plugin --profile web add dsh-tdai-memory","href":"/zh/p/Scorp1o117/dsh-tdai-memory/"},{"cat":"memory","tag":"记忆","dl":2824,"stars":7,"added":"2026-09-07","npm":1,"name":"busabase-dsh-plugin","owner":"busabase","short":"busabase-dsh-plugin","slug":"busabase/busabase-dsh-plugin","desc":"把 DeepSeek Harness 接入 Busabase：检索工作区知识、操作结构化记录与应用、将写入提交为可审阅的 ChangeRequest，并在实时卡片中查看结果。","cmd":"dsh plugin --profile web add @busabase/dsh-plugin","href":"/zh/p/busabase/busabase-dsh-plugin/"},{"cat":"memory","tag":"记忆","dl":2645,"stars":0,"added":"2026-10-17","npm":1,"name":"dsh-engramory-recall","owner":"yffo","short":"dsh-engramory-recall","slug":"yffo/dsh-engramory-recall","desc":"给 Engramory 记忆库加本地 BM25 自动召回、写入闸门、静态体检与记忆面板。不联网、不起进程，默认不调模型；召回质量由仓库里的可复算基准量化。","cmd":"dsh plugin --profile web add dsh-engramory-recall","href":"/zh/p/yffo/dsh-engramory-recall/"},{"cat":"memory","tag":"记忆","dl":2555,"stars":0,"added":"2026-09-21","npm":1,"name":"dsh-mirror","owner":"webkubor","short":"dsh-mirror","slug":"webkubor/dsh-mirror","desc":"让模型主动记下你的判断依据（原则/红线/工作方式），跨会话复用 —— 有容量上限、会遗忘、每条都说得出为什么记。0.7.0 重构为画像式速写，带证据追溯与红线硬约束，告别冷冰冰的数据库列表。","cmd":"dsh plugin --profile web add @dsh-plugins/dsh-user-mirror","href":"/zh/p/webkubor/dsh-mirror/"},{"cat":"memory","tag":"记忆","dl":2538,"stars":33,"added":"2026-08-16","npm":1,"name":"dsh-obsidian","owner":"mingzeng21","short":"dsh-obsidian","slug":"mingzeng21/dsh-obsidian","desc":"把 dsh 连接到本地 Obsidian vault：通过 `obsidian_*` 工具搜索、读取、写入、移动与回收笔记。","cmd":"dsh plugin --profile web add dsh-obsidian","href":"/zh/p/mingzeng21/dsh-obsidian/"},{"cat":"memory","tag":"记忆","dl":2534,"stars":2787,"added":"2026-08-24","npm":1,"name":"memsearch#memsearch","owner":"zilliztech","short":"memsearch#MemSearch","slug":"zilliztech/memsearch--plugins-dsh","desc":"供 DSH 与其他编程 Agent 共享的 Markdown 记忆，支持自动捕获、步骤前上下文注入、搜索召回，以及通过审阅面板实现 memory-to-skill 自进化。","cmd":"dsh plugin --profile web add @zilliz/memsearch-dsh","href":"/zh/p/zilliztech/memsearch--plugins-dsh/"},{"cat":"memory","tag":"记忆","dl":2466,"stars":1,"added":"2026-09-23","npm":1,"name":"dsh-handoff-compaction","owner":"knighthongyu","short":"dsh-handoff-compaction","slug":"knighthongyu/dsh-handoff-compaction","desc":"面向小上下文模型的 DSH 上下文压缩插件：压缩大小可视化配置，默认 8k 交接摘要 + 16k 最近上下文，完整历史仍可查询。","cmd":"dsh plugin --profile web add dsh-handoff-compaction","href":"/zh/p/knighthongyu/dsh-handoff-compaction/"},{"cat":"memory","tag":"记忆","dl":2373,"stars":0,"added":"2026-10-17","npm":1,"name":"evolver-dsh-plugin","owner":"EvoMap","short":"evolver-dsh-plugin","slug":"EvoMap/evolver-dsh-plugin","desc":"越用越聪明的 harness，告别金鱼记忆。每条 prompt 前，Evolver 从本地经验和 EvoMap 网络召回一条验证过的策略；回合结束后，它凭测试结果、改动是否被保留、你的下一句反馈给策略打分，再回报网络按证据加权。每一次成功都变成下一次的捷径，每一次失败都变成下一次的避坑指南。","cmd":"dsh plugin --profile web add @evomap/dsh-evolver","href":"/zh/p/EvoMap/evolver-dsh-plugin/"},{"cat":"memory","tag":"记忆","dl":2318,"stars":1,"added":"2026-09-25","npm":1,"name":"dsh-openviking-manager","owner":"xbzbing","short":"dsh-openviking-manager","slug":"xbzbing/dsh-openviking-manager","desc":"官方 OpenViking 记忆插件的配置管理界面：连接与用户 Key 配置、本机连接诊断、输入栏会话级记忆开关、按主题隔离的召回范围，以及分数阈值、注入条数、查询扩写与排除 URI 的召回调优。","cmd":"dsh plugin --profile web add dsh-openviking-manager","href":"/zh/p/xbzbing/dsh-openviking-manager/"},{"cat":"memory","tag":"记忆","dl":2313,"stars":17,"added":"2026-09-12","npm":1,"name":"dsh-memory-eternal","owner":"EternalNight996","short":"dsh-memory-eternal","slug":"EternalNight996/dsh-memory-eternal","desc":"给 DeepSeek Harness 装上自研「第二大脑」：对话结束自动把值得复用的内容沉淀成本地 Markdown 知识卡（自研去重、CJK 检索、可 git 管理），设置页提供图形化知识库 + 交互式知识图谱（图例过滤、时间维、框选、合并、导入导出）。","cmd":"dsh plugin --profile web add dsh-memory-eternal","href":"/zh/p/EternalNight996/dsh-memory-eternal/"},{"cat":"memory","tag":"记忆","dl":2215,"stars":2,"added":"2026-08-14","npm":1,"name":"dsh-memory-gate","owner":"GIT121995","short":"dsh-memory-gate","slug":"GIT121995/dsh-memory-gate","desc":"有界本地记忆 + CBDC 权威门控：SQLite + FTS5 claims，作用域召回并给出可解释的采用/核验/忽略决策与完整审计轨迹，/memory 命令，每次注入 ≤3 条/1200 字符，不增加额外模型调用。","cmd":"dsh plugin --profile web add dsh-memory-gate","href":"/zh/p/GIT121995/dsh-memory-gate/"},{"cat":"memory","tag":"记忆","dl":2139,"stars":6,"added":"2026-09-19","npm":1,"name":"dsh-context-imports","owner":"ciskonc","short":"dsh-context-imports","slug":"ciskonc/dsh-context-imports","desc":"把 AGENTS.md 里 @路径 引用的文件读出来，在会话启动时注入模型上下文；带字节预算、压缩后重新注入和六语言设置卡片。v0.2.3 适配 DSH 0.1.7+（已加固 0.2.0-rc.2+），DSH 0.1.5 请用 0.1.x。","cmd":"dsh plugin --profile web add dsh-context-imports","href":"/zh/p/ciskonc/dsh-context-imports/"},{"cat":"memory","tag":"记忆","dl":2084,"stars":1,"added":"2026-09-24","npm":1,"name":"dsh-ai-memory","owner":"rasyidmmz","short":"dsh-ai-memory","slug":"rasyidmmz/dsh-ai-memory","desc":"为 DSH 补上 ai-memory 的收敛闭环：DSH 会话结束时调用 ai-memory finalize-session，把本次捕获的观察整理成 wiki 页面，供 ai-memory 服务的其他 harness 读取；跳过子代理、串行化并发结束的会话，并补扫被强制重启遗留的会话。","cmd":"dsh plugin --profile web add dsh-ai-memory","href":"/zh/p/rasyidmmz/dsh-ai-memory/"},{"cat":"memory","tag":"记忆","dl":2037,"stars":0,"added":"2026-10-22","npm":1,"name":"project-node-memory","owner":"levodoubt","short":"project-node-memory","slug":"levodoubt/project-node-memory","desc":"给 DSH Agent 用的「md 即数据库」项目知识库：10 个 kb_* 工具（含登记已有笔记的 kb_register）、稳定 TID、`[[node]]` 只出链接不复制正文、`[[tscl]]` 定义就地展开、有界读取、覆盖 tscl 的结构 lint、工作区优先的库发现、内嵌 git 快照、节点图面板，另带系统提示词段落与随包技能，让 Agent 优先用 kb_* 而不是手写 docs/。","cmd":"dsh plugin --profile web add project-node-memory","href":"/zh/p/levodoubt/project-node-memory/"},{"cat":"memory","tag":"记忆","dl":2030,"stars":3683,"added":"2026-08-27","npm":1,"name":"reme#dsh","owner":"agentscope-ai","short":"ReMe#dsh","slug":"agentscope-ai/ReMe--integrations-dsh","desc":"将 DeepSeek Harness 接入 ReMe 本地优先、自进化的个人知识库：自动把已完成的主 Agent 对话沉淀为用户掌控的 Markdown 记忆，通过 reme_search 结合 BM25、可选向量检索和 wikilink 展开搜索对话与资料，并按日整理长期记忆。","cmd":"dsh plugin --profile web add @agentscope-ai/reme-dsh-plugin","href":"/zh/p/agentscope-ai/ReMe--integrations-dsh/"},{"cat":"memory","tag":"记忆","dl":1866,"stars":10,"added":"2026-09-18","npm":1,"name":"dsh-forge-studio#plugin-memory","owner":"0x7A7A6572","short":"dsh-forge-studio#plugin-memory","slug":"0x7A7A6572/dsh-forge-studio--packages-plugin-memory","desc":"dsh 跨会话记忆：agent 保存、检索并更新用户偏好、事实与项目决策，重要条目自动注入后续会话，设置面板可浏览、编辑、归档与删除。","cmd":"dsh plugin --profile web add @zzerx/dsh-plugin-memory","href":"/zh/p/0x7A7A6572/dsh-forge-studio--packages-plugin-memory/"},{"cat":"memory","tag":"记忆","dl":1830,"stars":0,"added":"2026-10-18","npm":1,"name":"akasha-book#akasha-sleep","owner":"Ersith","short":"akasha-book#akasha-sleep","slug":"Ersith/akasha-book--plugins-akasha-sleep","desc":"空闲或定时触发阿卡夏睡眠蒸馏，并为新会话注入唤醒条、每回合注入库脉搏；可选的空闲续行默认关闭。（配套：Hindsight 仓库记忆 / OpenViking 用户记忆 / 宿主会话检索；见仓库 README） 安装：clone 仓库并复制 core/，把 cordis.patch.yml 里的 <AKASHA_DIR> 换成实际路径（或设 AKASHA_DIR 环境变量）；占位符未替换时插件会明确报错。","cmd":"dsh plugin --profile web add @akasha-book/sleep","href":"/zh/p/Ersith/akasha-book--plugins-akasha-sleep/"},{"cat":"memory","tag":"记忆","dl":1814,"stars":1,"added":"2026-09-22","npm":1,"name":"dsh-ltm","owner":"tr1v3r","short":"dsh-ltm","slug":"tr1v3r/dsh-ltm","desc":"基于本地 SQLite 的长期记忆，支持 CJK 分词检索、BM25 与字符 n-gram 余弦重排、去重和生命周期管理。","cmd":"dsh plugin --profile web add @tr1v3r/dsh-ltm","href":"/zh/p/tr1v3r/dsh-ltm/"},{"cat":"memory","tag":"记忆","dl":1764,"stars":2,"added":"2026-09-19","npm":1,"name":"dsh-observational-memory","owner":"EPCN-fla","short":"dsh-observational-memory","slug":"EPCN-fla/dsh-observational-memory","desc":"在后台将会话工作提炼为观察和反思，以便在上下文压缩后保留会话上下文。","cmd":"dsh plugin --profile web add dsh-observational-memory","href":"/zh/p/EPCN-fla/dsh-observational-memory/"},{"cat":"memory","tag":"记忆","dl":1757,"stars":6,"added":"2026-09-23","npm":1,"name":"dsh-context-zip#dsh-context-zip","owner":"brunhildzhou","short":"dsh-context-zip#dsh-context-zip","slug":"brunhildzhou/dsh-context-zip--dsh-context-zip","desc":"接管 DSH 自带的压缩摘要器，改用五段式交接摘要，被压掉的每条消息都能在分段目录里读回。","cmd":"dsh plugin --profile web add dsh-context-zip","href":"/zh/p/brunhildzhou/dsh-context-zip--dsh-context-zip/"},{"cat":"memory","tag":"记忆","dl":1744,"stars":0,"added":"2026-10-18","npm":1,"name":"akasha-book#akasha-gate","owner":"Ersith","short":"akasha-book#akasha-gate","slug":"Ersith/akasha-book--plugins-akasha-gate","desc":"阿卡夏之书门控：拦截写入记忆数据目录的工具调用，并把库用法约定与自我层注入系统提示。（配套：Hindsight 仓库记忆 / OpenViking 用户记忆 / 宿主会话检索；见仓库 README） 安装：clone 仓库并复制 core/，把 cordis.patch.yml 里的 <AKASHA_DIR> 换成实际路径（或设 AKASHA_DIR 环境变量）；占位符未替换时插件会明确报错。","cmd":"dsh plugin --profile web add @akasha-book/gate","href":"/zh/p/Ersith/akasha-book--plugins-akasha-gate/"},{"cat":"memory","tag":"记忆","dl":1730,"stars":1,"added":"2026-09-06","npm":1,"name":"context-razor","owner":"weibaohui","short":"context-razor","slug":"weibaohui/context-razor","desc":"上下文剃刀：把当前会话上下文逐条列出（角色/预览/≈token 估算），超阈值标红，勾选后不经 LLM 精确裁剪，删了什么一目了然。","cmd":"dsh plugin --profile web add @weibaohui/context-razor","href":"/zh/p/weibaohui/context-razor/"},{"cat":"memory","tag":"记忆","dl":1723,"stars":15,"added":"2026-09-24","npm":1,"name":"dsh-kb-rag#npm-package","owner":"Breeze136","short":"dsh-kb-rag#npm-package","slug":"Breeze136/dsh-kb-rag--npm-package","desc":"本地文献知识库 RAG：10 个工具（kb_ingest、kb_search、kb_rag、kb_zotero、kb_dedup、kb_clear、kb_fetch、kb_scope、kb_stats、kb_status），BM25+向量+重排混合检索、DOI 可点击溯源问答，全本地 bge 嵌入 + 单文件 SQLite 索引。需要 Python 3.9+ 及 pymupdf、faiss-cpu、sentence-transformers（`npx dsh-kb-rag-install` 安装器会自动装好并预下载模型）。","cmd":"dsh plugin --profile web add dsh-kb-rag","href":"/zh/p/Breeze136/dsh-kb-rag--npm-package/"},{"cat":"memory","tag":"记忆","dl":1693,"stars":0,"added":"2026-10-18","npm":1,"name":"akasha-book#akasha-hooks","owner":"Ersith","short":"akasha-book#akasha-hooks","slug":"Ersith/akasha-book--plugins-akasha-hooks","desc":"把宿主事件（回合结束、工具结果、agent 错误、空闲切换、assistant 输出）落成 append-only JSONL，供指标、召回检查与输出审计使用。（配套：Hindsight 仓库记忆 / OpenViking 用户记忆 / 宿主会话检索；见仓库 README） 安装：clone 仓库并复制 core/，把 cordis.patch.yml 里的 <AKASHA_DIR> 换成实际路径（或设 AKASHA_DIR 环境变量）；占位符未替换时插件会明确报错。","cmd":"dsh plugin --profile web add @akasha-book/hooks","href":"/zh/p/Ersith/akasha-book--plugins-akasha-hooks/"},{"cat":"memory","tag":"记忆","dl":1675,"stars":131,"added":"2026-08-19","npm":1,"name":"dsh-noema","owner":"ZSeven-W","short":"dsh-noema","slug":"ZSeven-W/dsh-noema","desc":"为 DSH Agent 提供长期记忆——可检索、可检视的持久记忆，带回忆、搜索、浏览与知识图谱工具，支持从十个其他 AI 编码工具导入记忆，并附设置页。","cmd":"dsh plugin --profile web add @zseven-w/dsh-noema","href":"/zh/p/ZSeven-W/dsh-noema/"},{"cat":"memory","tag":"记忆","dl":1660,"stars":5,"added":"2026-09-02","npm":1,"name":"dsh-honcho","owner":"plastic-labs","short":"dsh-honcho","slug":"plastic-labs/dsh-honcho","desc":"由 Plastic Labs 维护的 Honcho 记忆插件：会话启动时注入用户画像、会话摘要与相关结论，后台脱敏后逐轮上传对话到 Honcho，提供 honcho_search / honcho_chat / honcho_remember 工具及 /honcho 状态命令；通过与其他 Honcho 集成共用的 ~/.honcho/config.json 配置，支持托管的 honcho.dev 或自建实例。","cmd":"dsh plugin --profile web add @honcho-ai/dsh-honcho","href":"/zh/p/plastic-labs/dsh-honcho/"},{"cat":"memory","tag":"记忆","dl":1656,"stars":9,"added":"2026-10-18","npm":1,"name":"dsh-knowledge-canvas","owner":"NeoHotaru","short":"dsh-knowledge-canvas","slug":"NeoHotaru/dsh-knowledge-canvas","desc":"右侧栏的卡片画布知识库：笔记就是节点，模型通过九个工具读写、连线、移除。节点可以挂图片和文档，读节点时连同内容一起返回（Office 文件就地抽取文本），图片还能作为图像直接交给模型。","cmd":"dsh plugin --profile web add dsh-knowledge-canvas","href":"/zh/p/NeoHotaru/dsh-knowledge-canvas/"},{"cat":"memory","tag":"记忆","dl":1624,"stars":2,"added":"2026-10-13","npm":1,"name":"dsh-inbox","owner":"Chance722","short":"dsh-inbox","slug":"Chance722/dsh-inbox","desc":"dsh 的个人收件箱：输入框的 /inbox 或侧栏面板把链接、图片、文本与账密收进本地仓库，先按本地规则、再由有每日上限的模型分类，可在面板里筛选、搜索与编辑；对话里让助手按需检索取回，账密正文加密落盘，可选 WebDAV 或 S3 远端同步记录与附件字节。目前只在 Windows 实测。","cmd":"dsh plugin --profile web add @chance722/dsh-inbox","href":"/zh/p/Chance722/dsh-inbox/"},{"cat":"memory","tag":"记忆","dl":1623,"stars":7,"added":"2026-08-23","npm":1,"name":"dsh-memory-manager","owner":"MoonlitDropOfBlood","short":"dsh-memory-manager","slug":"MoonlitDropOfBlood/dsh-memory-manager","desc":"ZCode 风格持久化项目记忆：设置内完整管理页、索引式注入与 agent 记忆工具。","cmd":"dsh plugin --profile web add @duke-dsh-plugins/dsh-memory-manager","href":"/zh/p/MoonlitDropOfBlood/dsh-memory-manager/"},{"cat":"memory","tag":"记忆","dl":1609,"stars":6,"added":"2026-09-20","npm":1,"name":"dsh-clear-mind","owner":"john-walks-slow","short":"dsh-clear-mind","slug":"john-walks-slow/dsh-clear-mind","desc":"让模型自主压缩自身上下文的 dsh 插件：mind_map 工具俯瞰模型自己的上下文表面（稳定 seq、角色、token 重量、清理边界标记，返回内附清理手册），clear_mind 工具把选定的对话历史区间替换成模型自写的检查点（走平台原生 compaction 事务，GUI 渲染可展开的压缩行），调用对自动折叠成单行墓碑，上下文过长或单轮步数过多时主动提醒模型清理；人类侧会话记录保持原样、可审计可回退。","cmd":"dsh plugin --profile web add dsh-clear-mind","href":"/zh/p/john-walks-slow/dsh-clear-mind/"},{"cat":"memory","tag":"记忆","dl":1582,"stars":7,"added":"2026-08-14","npm":1,"name":"unified-agent-memory","owner":"Noelune","short":"unified-agent-memory","slug":"Noelune/unified-agent-memory","desc":"多 Agent 共享一个 Obsidian vault：零依赖 Python core（检索/晋升/裁决/遗忘）+ vault 模板 + dsh 插件（memory_search/show/submit/status）。","cmd":"dsh plugin --profile web add dsh-unified-agent-memory","href":"/zh/p/Noelune/unified-agent-memory/"},{"cat":"memory","tag":"记忆","dl":1551,"stars":0,"added":"2026-10-16","npm":1,"name":"my-dsh-plugins#tlmemory","owner":"ltl0312","short":"my-dsh-plugins#tlmemory","slug":"ltl0312/my-dsh-plugins--packages-tlmemory","desc":"跨会话、跨工程的长期记忆：turn/end 时非阻塞派发无感静默沉淀，写入本机 SQLite（FTS5 trigram 全文索引，含增删改同步触发器）供后续回合召回；记忆按项目作用域与全局树分层存储，并自带内嵌 Web 看板（插件自身起 HTTP 服务，非独立进程）用于浏览、图谱与受控删除。","cmd":"dsh plugin --profile web add dsh-plugin-tlmemory","href":"/zh/p/ltl0312/my-dsh-plugins--packages-tlmemory/"},{"cat":"memory","tag":"记忆","dl":1496,"stars":0,"added":"2026-08-31","npm":1,"name":"dsh-memory-vault#memory-mcp","owner":"Luisarg03","short":"dsh-memory-vault#memory-mcp","slug":"Luisarg03/dsh-memory-vault--packages-memory-mcp","desc":"经 MCP stdio 把 Agent 接入持久化 OKF 记忆库：Python 服务端（SQLite FTS5 + Markdown），10 个工具用于检索与写入决策、事实和偏好。","cmd":"dsh plugin --profile web add @luisarg/memory-mcp","href":"/zh/p/Luisarg03/dsh-memory-vault--packages-memory-mcp/"},{"cat":"memory","tag":"记忆","dl":1473,"stars":3,"added":"2026-10-17","npm":1,"name":"dsh-tool-user-memory","owner":"IAMLieutenant","short":"dsh-tool-user-memory","slug":"IAMLieutenant/dsh-tool-user-memory","desc":"面向 DSH 的本地 Markdown 用户与项目记忆：置顶偏好、关键词检索、软失效、历史归档，以及带预览、备份与回滚的 JSON 迁移。","cmd":"dsh plugin --profile web add dsh-tool-user-memory","href":"/zh/p/IAMLieutenant/dsh-tool-user-memory/"},{"cat":"memory","tag":"记忆","dl":1470,"stars":3,"added":"2026-09-06","npm":1,"name":"dsh-living-memory","owner":"dearbld","short":"dsh-living-memory","slug":"dearbld/dsh-living-memory","desc":"单文件本地 SQLite 的自整理活记忆——夜巡引擎自动去重、合并、衰减、建链，七信号 RRF 混合检索（FTS5+jieba 中文优先分词、可选向量 KNN、图谱 PPR），带类型知识图谱，冲突检测标记矛盾而非静默覆写，Web 遥测面板。","cmd":"dsh plugin --profile web add dsh-living-memory","href":"/zh/p/dearbld/dsh-living-memory/"},{"cat":"memory","tag":"记忆","dl":1470,"stars":0,"added":"2026-09-30","npm":1,"name":"dsh-memory-loom","owner":"Ray144165154","short":"dsh-memory-loom","slug":"Ray144165154/dsh-memory-loom","desc":"跨会话长期记忆：从每轮对话抽取持久事实、按共享标签与实体自动建立联想关联，并以 BM25 加关联图激活传播进行召回；提供六个模型可调用工具与一张设置卡片。","cmd":"dsh plugin --profile web add dsh-memory-loom","href":"/zh/p/Ray144165154/dsh-memory-loom/"},{"cat":"memory","tag":"记忆","dl":1465,"stars":6,"added":"2026-09-25","npm":1,"name":"dsh-ecolink#adapter","owner":"Zoria-Lind","short":"dsh-ecolink#adapter","slug":"Zoria-Lind/dsh-ecolink--adapter","desc":"dsh-ecolink 记忆生态的 dsh 侧组件：浏览器扩展收割 DSM 格式记忆标签并向网页对话注入回忆、零依赖本地服务写入共享记忆池、本 adapter 负责 pre-step 注入与 /ecolink-push 写回，共同打通 chat.deepseek.com 与 DSH；压缩为事务化双池（暂存提交/回滚）。","cmd":"dsh plugin --profile web add @zoria-lind/dsh-ecolink-adapter","href":"/zh/p/Zoria-Lind/dsh-ecolink--adapter/"},{"cat":"memory","tag":"记忆","dl":1464,"stars":8,"added":"2026-08-21","npm":1,"name":"dsh-engram","owner":"skepsun","short":"dsh-engram","slug":"skepsun/dsh-engram","desc":"零 LLM 自动捕获 + 符号化 \\[ENGRAM\\] 索引渐进披露，配 ESR-lite 任务/证据闭环（esr_task / esr_node / esr_close / esr_link）、按工作区的真实使用遥测与离线召回基准（npm run eval）。","cmd":"dsh plugin --profile web add dsh-engram","href":"/zh/p/skepsun/dsh-engram/"},{"cat":"memory","tag":"记忆","dl":1463,"stars":195,"added":"2026-08-16","npm":1,"name":"engramory#plugin","owner":"tinqiao-oss","short":"engramory#plugin","slug":"tinqiao-oss/engramory--adapters-dsh-plugin","desc":"给 DeepSeek Harness 的长期记忆，以纯 markdown 保存：一条事实一个文件，任何编辑器都能打开。索引 `MEMORY.md` 有 200 行 / 25KB 的硬上限，由 `ctx.tools.guard()` 强制执行——让已超限的索引继续变大的写入会被拒绝，而缩小它的重写一律放行，于是过大的索引可以一步步压缩下来。插件不会自行写入记忆，记什么由你和模型决定。同一个记忆库也被 Claude Code、Codex、Kiro、OpenClaw 使用。","cmd":"dsh plugin --profile web add dsh-engramory","href":"/zh/p/tinqiao-oss/engramory--adapters-dsh-plugin/"},{"cat":"memory","tag":"记忆","dl":1431,"stars":20,"added":"2026-08-18","npm":1,"name":"dsh-layered-memory","owner":"JunNanLYS","short":"dsh-layered-memory","slug":"JunNanLYS/dsh-layered-memory","desc":"dsh 长期记忆：对话自动蒸馏为原子事实、场景摘要与用户画像，每步模型调用前自动注入相关记忆。开箱零配置——BM25 + 向量混合检索，可选本地离线嵌入，chat/work 双族隔离。","cmd":"dsh plugin --profile web add dsh-layered-memory","href":"/zh/p/JunNanLYS/dsh-layered-memory/"},{"cat":"memory","tag":"记忆","dl":1385,"stars":1,"added":"2026-08-29","npm":1,"name":"dsh-knj-obsidian","owner":"yangdongzhen590","short":"dsh-knj-obsidian","slug":"yangdongzhen590/dsh-knj-obsidian","desc":"DSH 内置版 Obsidian 知识库：agent 把对话、文档与网页蒸馏为结构化 .wiki 知识图，支持检索、图谱导出、笔记编辑、增量构建与多库管理。","cmd":"dsh plugin --profile web add dsh-knj-obsidian","href":"/zh/p/yangdongzhen590/dsh-knj-obsidian/"},{"cat":"memory","tag":"记忆","dl":1376,"stars":0,"added":"2026-10-18","npm":1,"name":"akasha-book#mcp-akasha","owner":"Ersith","short":"akasha-book#mcp-akasha","slug":"Ersith/akasha-book--plugins-mcp-akasha","desc":"把阿卡夏之书外置记忆层以 stdio 注册进 DSH，暴露 22 个 akasha_* 工具：检索、主题简报、修订链、审计与会话回看。（配套：Hindsight 仓库记忆 / OpenViking 用户记忆 / 宿主会话检索；见仓库 README） 安装：clone 仓库并复制 core/，把 cordis.patch.yml 里的 <AKASHA_DIR> 换成实际路径（或设 AKASHA_DIR 环境变量）；占位符未替换时插件会明确报错。","cmd":"dsh plugin --profile web add @akasha-book/mcp","href":"/zh/p/Ersith/akasha-book--plugins-mcp-akasha/"},{"cat":"memory","tag":"记忆","dl":1370,"stars":2,"added":"2026-09-10","npm":1,"name":"dsh-noteboard","owner":"boogoo619","short":"dsh-noteboard","slug":"boogoo619/dsh-noteboard","desc":"工作区级的无限画布便签：便签以 Markdown 文件保存，可手动创建、从对话中摘录或由 AI 提炼生成，并能作为上下文提供给 AI 使用；附带 12 个模型工具与 5 个内置技能，用于创建、打标签、整理、比较与合并便签。","cmd":"dsh plugin --profile web add dsh-noteboard","href":"/zh/p/boogoo619/dsh-noteboard/"},{"cat":"memory","tag":"记忆","dl":1360,"stars":2,"added":"2026-10-17","npm":1,"name":"dsh-get-memory","owner":"krodon998","short":"dsh-get-memory","slug":"krodon998/dsh-get-memory","desc":"对话开始时自动拉取 GitHub 仓库内容注入上下文，对话结束时提取长期记忆按文件写回并提交；文件权限中心、原生设置页、回合写回指示与全局变动提示。","cmd":"dsh plugin --profile web add dsh-get-memory","href":"/zh/p/krodon998/dsh-get-memory/"},{"cat":"memory","tag":"记忆","dl":1356,"stars":30,"added":"2026-09-03","npm":1,"name":"dsh-memory","owner":"hr98w","short":"dsh-memory","slug":"hr98w/dsh-memory","desc":"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。","cmd":"dsh plugin --profile web add @hr98w/dsh-memory","href":"/zh/p/hr98w/dsh-memory/"},{"cat":"memory","tag":"记忆","dl":1342,"stars":0,"added":"2026-09-07","npm":1,"name":"dsh-hermes-memory","owner":"lcthe","short":"dsh-hermes-memory","slug":"lcthe/dsh-hermes-memory","desc":"DSH 有界持久记忆：memory_save/search/replace/remove/list 覆盖全局、用户、项目、失败四类范围，基于 DSH storage-domain 持久化，写入前做密钥与提示注入扫描，支持会话范围检索、保留期清理与可选的会话开始注入；常驻上下文用 memory_pin/memory_pins/memory_unpin 管理。","cmd":"dsh plugin --profile web add @lcthe/dsh-hermes-memory","href":"/zh/p/lcthe/dsh-hermes-memory/"},{"cat":"memory","tag":"记忆","dl":1326,"stars":2,"added":"2026-08-27","npm":1,"name":"dsh-memory-spaces","owner":"icearia0219","short":"dsh-memory-spaces","slug":"icearia0219/dsh-memory-spaces","desc":"用户治理的跨会话记忆空间，提供独立的来源与使用关系、来源追踪、版本管理和发送前注入检查。","cmd":"dsh plugin --profile web add dsh-memory-spaces","href":"/zh/p/icearia0219/dsh-memory-spaces/"},{"cat":"memory","tag":"记忆","dl":1250,"stars":11,"added":"2026-08-16","npm":1,"name":"dsh-knowledge-base","owner":"htcqp802","short":"dsh-knowledge-base","slug":"htcqp802/dsh-knowledge-base","desc":"DSH 通用知识库插件：导入 md/txt/json/yml/docx/pdf、目录化管理、FTS5 全文检索（BM25）、Web 管理界面。","cmd":"dsh plugin --profile web add dsh-knowledge-base","href":"/zh/p/htcqp802/dsh-knowledge-base/"},{"cat":"memory","tag":"记忆","dl":1230,"stars":0,"added":"2026-08-31","npm":1,"name":"dsh-memory-vault#memory-auto","owner":"Luisarg03","short":"dsh-memory-vault#memory-auto","slug":"Luisarg03/dsh-memory-vault--packages-memory-auto","desc":"会话记忆自动驾驶：监听 DSH 会话，在会话结束与压缩前通过宿主 LLM（ctx.llm，默认 deepseek-official）就地抽取 OKF 条目，无需外部 API Key。","cmd":"dsh plugin --profile web add @luisarg/memory-auto","href":"/zh/p/Luisarg03/dsh-memory-vault--packages-memory-auto/"},{"cat":"memory","tag":"记忆","dl":1220,"stars":0,"added":"2026-08-31","npm":1,"name":"dsh-workspace-memory","owner":"lgquan","short":"dsh-workspace-memory","slug":"lgquan/dsh-workspace-memory","desc":"为 DSH 提供工作区隔离的持久化记忆，让每个工作区拥有可检索、可审计、可纠错和可删除的独立记忆，并支持受控的全局记忆。","cmd":"dsh plugin --profile web add @flowingspring/dsh-workspace-memory","href":"/zh/p/lgquan/dsh-workspace-memory/"},{"cat":"memory","tag":"记忆","dl":1190,"stars":15,"added":"2026-08-17","npm":1,"name":"dsh-md-notes","owner":"XieZongChen","short":"dsh-md-notes","slug":"XieZongChen/dsh-md-notes","desc":"DSH 的 MD 笔记管理插件：提供完整的 **MD 笔记管理器** 和 **MD 笔记编辑器**，对话内容可快速记入笔记。笔记可 **同步 Git 仓库** 维护。对话时可将笔记 **加入上下文**。","cmd":"dsh plugin --profile web add dsh-md-notes","href":"/zh/p/XieZongChen/dsh-md-notes/"},{"cat":"memory","tag":"记忆","dl":1181,"stars":0,"added":"2026-10-18","npm":1,"name":"dsh-agentic-roleplay#state","owner":"Firefox2100","short":"dsh-agentic-roleplay#state","slug":"Firefox2100/dsh-agentic-roleplay--packages-dsh-roleplay-state","desc":"为 DSH 角色扮演插件提供持久化 SQLite 会话状态、故事记忆与回忆、数据仓库以及面向模型的记录工具。","cmd":"dsh plugin --profile web add @dsh-agentic-roleplay/state","href":"/zh/p/Firefox2100/dsh-agentic-roleplay--packages-dsh-roleplay-state/"},{"cat":"memory","tag":"记忆","dl":1180,"stars":10,"added":"2026-08-17","npm":1,"name":"dsh-hermes-memory","owner":"isheng-eqi","short":"dsh-hermes-memory","slug":"isheng-eqi/dsh-hermes-memory","desc":"DSH 上 hermes-agent 记忆机制的忠实移植（MEMORY.md / USER.md）：有界双记忆库（2200/1375 字符）、单个 memory 工具（add/replace/remove/batch 全有或全无）、每会话冻结快照注入与 nudge 提醒、DSH 原生 JSON 存储——零外部依赖、零 LLM 成本。","cmd":"dsh plugin --profile web add dsh-hermes-memory","href":"/zh/p/isheng-eqi/dsh-hermes-memory/"},{"cat":"memory","tag":"记忆","dl":1179,"stars":5,"added":"2026-08-16","npm":1,"name":"dsh-notion-connector","owner":"zhengjy01","short":"dsh-notion-connector","slug":"zhengjy01/dsh-notion-connector","desc":"配置一次 Notion Integration Token，Agent 即可搜索、读取、查询、创建、更新、追加 Notion 页面与数据库内容，并提供 Web 设置页。","cmd":"dsh plugin --profile web add dsh-notion-connector","href":"/zh/p/zhengjy01/dsh-notion-connector/"},{"cat":"memory","tag":"记忆","dl":1174,"stars":0,"added":"2026-08-15","npm":1,"name":"dsh-flomo","owner":"zhengjy01","short":"dsh-flomo","slug":"zhengjy01/dsh-flomo","desc":"配置一次 flomo API URL / API Key，Agent 即可用 flomo_send 把笔记、摘要、待办写进 flomo（浮墨笔记）。","cmd":"dsh plugin --profile web add dsh-flomo","href":"/zh/p/zhengjy01/dsh-flomo/"},{"cat":"memory","tag":"记忆","dl":1170,"stars":5,"added":"2026-08-14","npm":1,"name":"dsh-memory","owner":"flymysql","short":"dsh-memory","slug":"flymysql/dsh-memory","desc":"跨会话记忆库：remember / recall / forget 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dsh-longterm-memory","href":"/zh/p/bufan528/dsh-longterm-memory/"},{"cat":"memory","tag":"记忆","dl":782,"stars":0,"added":"2026-08-18","npm":1,"name":"dsh-butler-memory","owner":"AndyYang12345","short":"dsh-butler-memory","slug":"AndyYang12345/dsh-butler-memory","desc":"PostgreSQL 持久个人记忆：MCP 记忆工具 + 可查看记忆与候选的 Web 面板。","cmd":"dsh plugin --profile web add dsh-butler-memory","href":"/zh/p/AndyYang12345/dsh-butler-memory/"},{"cat":"memory","tag":"记忆","dl":764,"stars":3,"added":"2026-09-11","npm":1,"name":"siyuan-codex-bridge","owner":"greyoak111","short":"siyuan-codex-bridge","slug":"greyoak111/siyuan-codex-bridge","desc":"把 DeepSeek Harness 接到本机思源笔记桌面端：把笔记工具注册为 mcp__siyuan__<tool>，额外把思源里配置好的 AI 与其 agent 回路也做成一个工具（按档位门禁），附带笔记使用技能，并在每次调用上执行只读/创作/完整三级策略；思源关闭时工具列表依然可用。","cmd":"dsh plugin --profile web add 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dsh-flomo-report","href":"/zh/p/zhengjy01/dsh-flomo-report/"},{"cat":"memory","tag":"记忆","dl":697,"stars":233,"added":"2026-10-18","npm":1,"name":"eduwork#dsh-memory","owner":"ECNU","short":"EduWork#dsh-memory","slug":"ECNU/EduWork--packages-dsh-memory","desc":"本地语义记忆与过往对话检索，保留来源引用，支持编辑、保留、遗忘、撤销及 JSON 导入导出。","cmd":"dsh plugin --profile web add @eduwork/dsh-memory","href":"/zh/p/ECNU/EduWork--packages-dsh-memory/"},{"cat":"memory","tag":"记忆","dl":673,"stars":2,"added":"2026-09-18","npm":1,"name":"agent-feedback-loop#agent-feedback-loop-dsh","owner":"super3ben","short":"agent-feedback-loop#agent-feedback-loop-dsh","slug":"super3ben/agent-feedback-loop--templates-dsh-plugin","desc":"把 dsh 的每一轮 prompt 送入本地 agent-feedback-loop 反馈记忆管线——捕获用户不满、离线评审沉淀为反思，并把编译好的复发规则上下文附着回当前轮次，从不阻塞 prompt。需要先安装 agent-feedback-loop 运行时；安装后执行 agent-feedback-loop install 会自动接线已有的 dsh profile。","cmd":"dsh plugin --profile web add agent-feedback-loop-dsh","href":"/zh/p/super3ben/agent-feedback-loop--templates-dsh-plugin/"},{"cat":"memory","tag":"记忆","dl":538,"stars":2,"added":"2026-10-17","npm":1,"name":"dsh-journal-calendar","owner":"crease123","short":"dsh-journal-calendar","slug":"crease123/dsh-journal-calendar","desc":"助手替你维护的每日日志：journal_record 工具把带时间的待办与记事（可选详情与标签）追加到 DSH home 下一天一个的 JSON 文件；右侧栏把这些文件画成月历，单元格按「有待办未完成 / 待办已完成 / 只有记事」标记，下方是可勾选的待办与所选日期的条目；它加入系统提示词的那句职责文案，可以直接在日历上编辑。","cmd":"dsh plugin --profile web add dsh-journal-calendar","href":"/zh/p/crease123/dsh-journal-calendar/"},{"cat":"memory","tag":"记忆","dl":496,"stars":0,"added":"2026-10-17","npm":1,"name":"dsh-notes-context","owner":"sqzw-x","short":"dsh-notes-context","slug":"sqzw-x/dsh-notes-context","desc":"为 DeepSeek Harness 提供笔记式上下文压缩：用模型维护的持久笔记本取代 LLM 摘要式压缩，并保留可恢复的原始历史，窗口边界本身不产生模型调用。","cmd":"dsh plugin --profile web add dsh-notes-context","href":"/zh/p/sqzw-x/dsh-notes-context/"},{"cat":"memory","tag":"记忆","dl":491,"stars":0,"added":"2026-10-19","npm":1,"name":"dsh-session-notebook","owner":"timestatic","short":"dsh-session-notebook","slug":"timestatic/dsh-session-notebook","desc":"从 DSH 会话里记笔记：可收藏整条回复或选中片段，划线会持久重绘回原文位置，可为其补写可编辑的 Markdown 笔记、打标签，按工作区或会话筛选，并导出 Markdown 或完整 JSON 备份；数据以本机 JSON 文件存储。","cmd":"dsh plugin --profile web add @timestatic/dsh-session-notebook","href":"/zh/p/timestatic/dsh-session-notebook/"},{"cat":"memory","tag":"记忆","dl":465,"stars":0,"added":"2026-10-16","npm":1,"name":"dsh-learn-skills","owner":"yiyunet","short":"dsh-learn-skills","slug":"yiyunet/dsh-learn-skills","desc":"DSH 插件：会话输入区的四入口学习流程——初始预设、收集提炼、关联升级、沉淀复用。","cmd":"dsh plugin --profile web add 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dsh-memory-snapshot","href":"/zh/p/yzx4036/dsh-memory-snapshot/"},{"cat":"memory","tag":"记忆","dl":373,"stars":0,"added":"2026-10-24","npm":1,"name":"dsh-limit-break","owner":"Ma354","short":"dsh-limit-break","slug":"Ma354/dsh-limit-break","desc":"跨会话持久记忆，加一条绕开主机名级封锁的取数阶梯：四个工具——memory_recall / memory_save / memory_stats 读写 $DSH_HOME/memory/facts.json 里的纯 JSON，resilient_fetch 依次尝试直连 fetch → 同服务别名主机（目前仅 Wikipedia）→ curl IPv6 → curl IPv4（curl 需在 PATH 上）。无后台进程、无 npm 依赖、导入期不联网。（1.3.0 曾加入第五个工具 memory_prune，已在 1.4.0 撤下：给运行中的插件加工具，会让此前打开的会话报错。）","cmd":"dsh plugin --profile web add dsh-limit-break","href":"/zh/p/Ma354/dsh-limit-break/"},{"cat":"memory","tag":"记忆","dl":371,"stars":0,"added":"2026-10-22","npm":1,"name":"dsh-memory-shield#dsh-memory-shield","owner":"Sacredbluedragon","short":"dsh-memory-shield#dsh-memory-shield","slug":"Sacredbluedragon/dsh-memory-shield--packages-dsh-memory-shield","desc":"在指定 DSH preset 里挡掉其他记忆插件的上下文段与工具，让该会话拿到干净上下文。bundle 形态、默认关闭，带只读诊断工具。","cmd":"dsh plugin --profile web add dsh-memory-shield","href":"/zh/p/Sacredbluedragon/dsh-memory-shield--packages-dsh-memory-shield/"},{"cat":"memory","tag":"记忆","dl":361,"stars":0,"added":"2026-10-22","npm":1,"name":"dsh-derive-watcher","owner":"JiewiW","short":"dsh-derive-watcher","slug":"JiewiW/dsh-derive-watcher","desc":"DSH 语义上下文观察器，维护旅程台账并做闪存摘要与 MinHash 新颖度检测，支持里程碑折叠、长期上下文注入与三级停滞响应；注入与 stall-2/3 响应默认关闭。","cmd":"dsh plugin --profile web add dsh-derive-watcher","href":"/zh/p/JiewiW/dsh-derive-watcher/"},{"cat":"memory","tag":"记忆","dl":264,"stars":0,"added":"2026-10-17","npm":1,"name":"dsh-memory-recall","owner":"adithyanraj03","short":"dsh-memory-recall","slug":"adithyanraj03/dsh-memory-recall","desc":"Hermes Agent 风格的 dsh 持久记忆：一个 memory 工具维护用户档案与模型自己的笔记，并在每段对话的开头、记忆变更后、压缩之后各投递一条带记录的消息；session_search 工具只在用户同意后才会读取更早的会话；另有 Memory 面板可查看和编辑已保存的内容。","cmd":"dsh plugin --profile web add dsh-memory-recall","href":"/zh/p/adithyanraj03/dsh-memory-recall/"},{"cat":"memory","tag":"记忆","dl":263,"stars":0,"added":"2026-10-24","npm":1,"name":"dsh-lattice","owner":"topkie","short":"dsh-lattice","slug":"topkie/dsh-lattice","desc":"DeepSeek Harness 的本地记忆插件：写下的内容按主题归档、与相关条目连边，召回按向量相似度排序（没装模型时退回词面匹配），数据存在本地 SQLite 库里。","cmd":"dsh plugin --profile web add dsh-lattice","href":"/zh/p/topkie/dsh-lattice/"},{"cat":"memory","tag":"记忆","dl":234,"stars":0,"added":"2026-09-18","npm":1,"name":"dsh-memory-delta","owner":"lpf20200901","short":"dsh-memory-delta","slug":"lpf20200901/dsh-memory-delta","desc":"分层跨会话记忆，只推变化的部分：首轮注入全部有效条目，之后只推新增 / 已更新 / 已失效，没有任何变化时一个字都不注入；与条目 id 重复的 key 不再写进正文，基线体积因此小约 26%。事实与决策带语义键（一个 key 只有一个有效结论），模型只能写收件箱、由人确认后才成为常驻事实；条目可以带复核时间，到期后提醒一次；检索按相关度排序、流水行被降权，中文按 bigram 匹配。侧边栏页签不再只是列文件，而是讲清流程：条目按「待你确认 / 已在用 / 已归档」分组，每个阶段都能按四个维度（主题——一级、由人归类，类型，标签，日期）查看；可逐条勾选做批量提升 / 撤回 / 归档 / 取回 / 删除 / 归类，主题可全库改名、也可只在该主题内搜索。「已归档」分三层：分类说明它为什么退场（已蒸馏 / 已废弃 / 暂时不用，前两个是默认分类，也能自己新建一个），分类下面是主题行、点开才列出条目，没写主题的条目直接列在分类下。页签同时显示全局与工作区规范文件以及当前注入体积。附带零依赖 CLI，不装 DSH 也能用这套记忆库。","cmd":"dsh plugin --profile web add dsh-memory-delta","href":"/zh/p/lpf20200901/dsh-memory-delta/"},{"cat":"memory","tag":"记忆","dl":178,"stars":1,"added":"2026-10-17","npm":1,"name":"dsh-env-profile","owner":"Yvesgao","short":"dsh-env-profile","slug":"Yvesgao/dsh-env-profile","desc":"DeepSeek Harness 的全局经验档案（Windows）：探测本地工具（含版本与 PATH 首个命中）、便捷路径、网络延迟与磁盘速度；从 session/event 折叠每会话统计；由 LLM 抽取持久知识条目；提供带 remember 的 env_profile 工具；每轮注入字节稳定的摘要，加快会话并降低 token 消耗。","cmd":"dsh plugin --profile web add dsh-env-profile","href":"/zh/p/Yvesgao/dsh-env-profile/"},{"cat":"memory","tag":"记忆","dl":51,"stars":0,"added":"2026-10-20","npm":1,"name":"dsh-inkvault","owner":"M1r0er","short":"dsh-inkvault","slug":"M1r0er/dsh-inkvault","desc":"把本地 Markdown 库拆成两个由用户在设置页选择的文件夹：知识库由 DSH 在对话中写入笔记，记忆库作为 agent 的长期记忆，按回合召回、回合结束沉淀候选。纯 Markdown 加 frontmatter、BM25 检索、可逆归档，并用路径隔离拒绝穿越、绝对路径与符号链接逃逸。","cmd":"dsh plugin --profile web add dsh-inkvault","href":"/zh/p/M1r0er/dsh-inkvault/"},{"cat":"memory","tag":"记忆","dl":null,"stars":663,"added":"2026-08-26","npm":0,"name":"graph-memory","owner":"adoresever","short":"graph-memory","slug":"adoresever/graph-memory","desc":"DeepSeek Harness 的可追溯、可检索跨会话记忆：把对话知识沉淀为带类型的图节点（任务/技能/事件）与关系边。","cmd":"dsh plugin --profile web add github:adoresever/graph-memory","href":"/zh/p/adoresever/graph-memory/"},{"cat":"memory","tag":"记忆","dl":null,"stars":483,"added":"2026-08-28","npm":0,"name":"flowix#dsh-flowix-memory","owner":"text2future","short":"flowix#dsh-flowix-memory","slug":"text2future/flowix--dsh-flowix-memory","desc":"将本地 flowix-cli 注册为 MCP 服务，让 agent 可以搜索、读取、创建和编辑 Flowix 备忘与思维导图产物。","cmd":"dsh plugin --profile web add github:text2future/flowix#path:/dsh-flowix-memory","href":"/zh/p/text2future/flowix--dsh-flowix-memory/"},{"cat":"memory","tag":"记忆","dl":null,"stars":438,"added":"2026-10-16","npm":0,"name":"dsh-memory-evolve","owner":"csyangwen","short":"dsh-memory-evolve","slug":"csyangwen/dsh-memory-evolve","desc":"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。","cmd":"dsh plugin --profile web add github:csyangwen/dsh-memory-evolve","href":"/zh/p/csyangwen/dsh-memory-evolve/"},{"cat":"memory","tag":"记忆","dl":null,"stars":162,"added":"2026-08-15","npm":0,"name":"billion-context-dsh","owner":"Tyan66666","short":"billion-context-dsh","slug":"Tyan66666/billion-context-dsh","desc":"模型驱动的上下文压缩（Active Context Pruning）：由模型决定何时压缩、压缩什么。","cmd":"dsh plugin --profile web add github:Tyan66666/billion-context-dsh","href":"/zh/p/Tyan66666/billion-context-dsh/"},{"cat":"memory","tag":"记忆","dl":null,"stars":134,"added":"2026-10-22","npm":0,"name":"dsh-fish-memory","owner":"Yuuyuko-uu","short":"dsh-fish-memory","slug":"Yuuyuko-uu/dsh-fish-memory","desc":"按会话分开的长期记忆，会随时间变淡，按证据分召回、每轮注入几条到系统提示词里。","cmd":"dsh plugin --profile web add github:Yuuyuko-uu/dsh-fish-memory","href":"/zh/p/Yuuyuko-uu/dsh-fish-memory/"},{"cat":"memory","tag":"记忆","dl":null,"stars":101,"added":"2026-09-07","npm":0,"name":"causal-memory#dsh-plugin","owner":"JingxuanC","short":"causal-memory#dsh-plugin","slug":"JingxuanC/causal-memory--dsh-plugin","desc":"因果记忆插件：零依赖的 MCP stdio 桥，把 causal-memory 服务的 17 个工具以干净名（无 mcp__ 前缀）挂载——本地 SQLite 记录「决策 → 结果」因果边（caused / enabled / prevented），压缩后记忆仍存活——另注入一段常驻系统提示词。需先将 causal-memory 服务端装到 PATH（pip install causal-memory，或下载预编译包）。","cmd":"dsh plugin --profile web add github:JingxuanC/causal-memory#path:/dsh-plugin","href":"/zh/p/JingxuanC/causal-memory--dsh-plugin/"},{"cat":"memory","tag":"记忆","dl":null,"stars":47,"added":"2026-08-23","npm":0,"name":"dsh-krouter","owner":"398894496-arch","short":"DSH-KRouter","slug":"398894496-arch/DSH-KRouter","desc":"把本地 Obsidian 库当作 Agent 知识库，并用只读 DSH 工具把状态、偏好、纠错、记忆、项目、搜索与建议路由到对应页面。","cmd":"dsh plugin --profile web add github:398894496-arch/DSH-KRouter","href":"/zh/p/398894496-arch/DSH-KRouter/"},{"cat":"memory","tag":"记忆","dl":null,"stars":28,"added":"2026-08-13","npm":0,"name":"distill","owner":"LoserFox","short":"distill","slug":"LoserFox/distill","desc":"自动对话蒸馏：后台 subagent 反省 + 技能 create/update。","cmd":"dsh plugin --profile web add github:LoserFox/distill","href":"/zh/p/LoserFox/distill/"},{"cat":"memory","tag":"记忆","dl":null,"stars":19,"added":"2026-08-17","npm":0,"name":"dsh-openviking","owner":"Rxiain","short":"dsh-openviking","slug":"Rxiain/dsh-openviking","desc":"面向 DeepSeek Harness 的 OpenViking 语义检索、资源管理、自动召回（user + agent 双空间）与会话记忆插件：基于 viking:// URI 的 memsearch/memfind/memread/membrowse/memgrep/memglob 检索工具、memadd/memremove 资源管理、memqueue 队列状态、memcommit 会话捕获，以及 memlearn 技能手册沉淀。","cmd":"dsh plugin --profile web add github:Rxiain/dsh-openviking","href":"/zh/p/Rxiain/dsh-openviking/"},{"cat":"memory","tag":"记忆","dl":null,"stars":18,"added":"2026-09-22","npm":0,"name":"agent-body#dsh-cortex","owner":"1420079678-ctrl","short":"agent-body#dsh-cortex","slug":"1420079678-ctrl/agent-body--workspace-plugins-dsh-cortex","desc":"Agent-Body 的记忆器官：静默 2 分钟进浅睡、5 分钟进深睡，深睡里用确定性规则把真实经历压成记忆卡（坑/打法/薄弱环节/未解决/事实），新命令进来按关键词召回并注入上下文；久未使用的卡按半衰期衰减后归档而非删除。同时对全身的稳态告警做降噪：窗口内重复只计数不刷屏，反复出现且从未自愈的收敛成已知稳态偏移并静默。巩固与召回都不调用模型。","cmd":"dsh plugin --profile web add \"https://github.com/1420079678-ctrl/agent-body/releases/download/v0.1.1/dsh-external-dsh-cortex-0.1.1.tgz\"","href":"/zh/p/1420079678-ctrl/agent-body--workspace-plugins-dsh-cortex/"},{"cat":"memory","tag":"记忆","dl":null,"stars":18,"added":"2026-08-18","npm":0,"name":"dsh-headroom","owner":"giter00","short":"dsh-headroom","slug":"giter00/dsh-headroom","desc":"面向 DeepSeek Harness 的自动上下文压缩插件：在工具输出进入模型前压缩，并通过 CCR 检索工具保持所有有损压缩可逆。","cmd":"dsh plugin --profile web add github:giter00/dsh-headroom","href":"/zh/p/giter00/dsh-headroom/"},{"cat":"memory","tag":"记忆","dl":null,"stars":17,"added":"2026-10-24","npm":1,"name":"mebular#packages/dsh-plugin","owner":"Windsander","short":"Mebular#packages/dsh-plugin","slug":"Windsander/Mebular--packages-dsh-plugin","desc":"去中心化、离线优先的 DSH 图式记忆与任务图：签名事实、多设备同步，并在侧边栏复用 Mebular 共享控制台。需本机已运行 Mebular 守护进程（Mebular 桌面 App，或 @mebular/core 的 mebular serve）；本插件只把它的记忆工具与控制台面板接入 DSH。","cmd":"dsh plugin --profile web add @mebular/dsh-plugin","href":"/zh/p/Windsander/Mebular--packages-dsh-plugin/"},{"cat":"memory","tag":"记忆","dl":null,"stars":15,"added":"2026-10-20","npm":0,"name":"dsh-memory-plus#dsh-memory-bundle","owner":"QIANLING-0831","short":"dsh-memory-plus#dsh-memory-bundle","slug":"QIANLING-0831/dsh-memory-plus--packages-dsh-memory-bundle","desc":"记忆 profile 组合：中文会话检索、混合召回、workspace 持久事实、用户固定规则与可复用原生技能。通过单条 dsh plugin add 命令安装版本化 Release 独立包。需 Node.js 24 与 PATH 上的 pnpm。","cmd":"dsh plugin --profile web add \"https://github.com/QIANLING-0831/dsh-memory-plus/releases/download/v0.2.2/dsh-memory-bundle-0.2.2.tgz\"","href":"/zh/p/QIANLING-0831/dsh-memory-plus--packages-dsh-memory-bundle/"},{"cat":"memory","tag":"记忆","dl":null,"stars":12,"added":"2026-08-16","npm":0,"name":"dsh-self-improved","owner":"madage","short":"dsh-self-improved","slug":"madage/dsh-self-improved","desc":"DeepSeek Harness 长期记忆与自进化插件：L0 对话捕获 → L1 记忆提取 → L2 场景归纳 → L3 用户画像，自动召回注入 + 技能合成，纯本地（SQLite FTS5 + jieba，可选向量召回）。","cmd":"dsh plugin --profile web add github:madage/dsh-self-improved","href":"/zh/p/madage/dsh-self-improved/"},{"cat":"memory","tag":"记忆","dl":null,"stars":11,"added":"2026-09-25","npm":0,"name":"dsh-obsidian-mem","owner":"bonerush","short":"dsh-obsidian-mem","slug":"bonerush/dsh-obsidian-mem","desc":"把项目文档与长期记忆以纯 Markdown 存进专用 Obsidian 仓库：六个 mem_* 工具（search / read / write / log / brief / admin）、会话第一步的一次带预算召回注入，以及已完成回合的自动蒸馏。Obsidian 无需运行，卸载插件后仓库内容照常可读。","cmd":"dsh plugin --profile web add \"https://github.com/bonerush/dsh-obsidian-mem/releases/download/v0.1.13/dsh-obsidian-mem-0.1.13.tgz\"","href":"/zh/p/bonerush/dsh-obsidian-mem/"},{"cat":"memory","tag":"记忆","dl":null,"stars":11,"added":"2026-08-24","npm":0,"name":"dsh-evolve","owner":"chenzheshushi-commits","short":"dsh-evolve","slug":"chenzheshushi-commits/dsh-evolve","desc":"跨会话记忆，零 token 确定性召回（bigram-Jaccard 与 FTS5 BM25 经 RRF 融合，中文分词精确）；重复观察会强化已有理解而非堆叠重复；过程性知识结晶为 SKILL.md，就地精炼升级，走 active-stale-archived 生命周期治理，归档可逆、可回滚。摄入与处置各有一档用户可选的自治程度，冲突与高重要写入始终交人工复核，任何档位都不会自动删除。需要 Node 22.5+。","cmd":"dsh plugin --profile web add \"https://github.com/chenzheshushi-commits/dsh-evolve/releases/latest/download/dsh-evolve.tgz\"","href":"/zh/p/chenzheshushi-commits/dsh-evolve/"},{"cat":"memory","tag":"记忆","dl":null,"stars":10,"added":"2026-09-18","npm":0,"name":"deepddw#ddw-teams-panel","owner":"ccch713","short":"deepddw#ddw-teams-panel","slug":"ccch713/deepddw--plugins-ddw-teams-panel","desc":"为 DSH Web 客户端增加多用户设置面板：使用模式选择、成员管理与在线状态、一人多设备绑定，以及各成员记忆体和知识库的切换与共享。","cmd":"dsh plugin --profile web add github:ccch713/deepddw#path:/plugins/ddw-teams-panel","href":"/zh/p/ccch713/deepddw--plugins-ddw-teams-panel/"},{"cat":"memory","tag":"记忆","dl":null,"stars":9,"added":"2026-09-13","npm":0,"name":"llm-wiki#dsh-wiki","owner":"sidleo","short":"llm-wiki#dsh-wiki","slug":"sidleo/llm-wiki--packages-dsh","desc":"纯 OKF v0.2 Markdown 的通用 agent 知识库：13 个 wiki_* 读写工具、渐进披露、backlinks、AGENTS.md 门控写入、index/log 自动维护、lint 体检，以及命名多目录 bundle 切换（会话级或全局）。","cmd":"dsh plugin --profile web add github:sidleo/llm-wiki#path:/packages/dsh","href":"/zh/p/sidleo/llm-wiki--packages-dsh/"},{"cat":"memory","tag":"记忆","dl":null,"stars":8,"added":"2026-08-20","npm":0,"name":"dsh-memory-connect","owner":"Asher-2000","short":"dsh-memory-connect","slug":"Asher-2000/dsh-memory-connect","desc":"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。","cmd":"dsh plugin --profile web add 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