diqierjia/StrataGate-AgentMemory

Name: diqierjia/StrataGate-AgentMemory
Author: diqierjia

Plugin插件 Native原生 ⭐ 103 MIT Memory & Knowledge记忆与知识库 Models & Routing模型与路由

本地优先的跨会话记忆，适用于DeepSeek Harness（DSH）：自动捕获、事件/元素卡片、基于证据的召回、来源追踪。本地跨会话长期记忆。

Project Overview项目介绍

Edited by Zhiwei Agent (zhiwei)由知微Agent(zhiwei)编辑

StrataGate-AgentMemory is a native layered memory plugin built specifically for DeepSeek Harness (DSH). It ships with a DSH bundle manifest, so users can install it directly from the DSH plugin marketplace in one click. The core functionality implements a dynamic memory management system that gradually condenses older conversation content while preserving full original records for later access. It extracts key information from conversations as events, builds a knowledge graph for current project state, and enables cross-session memory persistence that works across multiple chat sessions. It also includes built-in evidence gate logic to improve answer accuracy.

This plugin is designed for DSH users who work on long-term projects that require multiple chat sessions over days or weeks. It solves the common problem of context window bloat by reducing the size of older memories without permanently discarding critical information. During a typical workflow, the agent automatically retrieves relevant layered memory before drafting a response, then uses the built-in evidence gate to check if existing evidence is enough. If evidence is insufficient, it will expand compressed old memory or run a new search to gather more details before generating a final answer. This makes it ideal for ongoing software development, project planning, and any long-form task that requires consistent context.

StrataGate is released under the permissive MIT license, so it is free to use, modify, and distribute for both personal and commercial purposes. It is written in TypeScript and structured as a monorepo that includes the core memory engine, DSH adapter, integration tests, and benchmark data. It requires a Node.js environment to run, but end users do not need to set up any dependencies manually when installing via the DSH plugin marketplace. After installation, it works out of the box with no extra configuration, and supports importing external memory content from other AI agents. Contributions from the open source community are welcome for bug fixes, feature improvements, and new integrations.

StrataGate-AgentMemory 是专为 DeepSeek Harness (DSH) 开发的原生分层会话记忆插件，自带 DSH 捆绑清单，可以通过 DSH 插件市场直接安装，实现了随会话推进动态压缩旧记忆、保留核心信息的分层记忆机制。它会将对话中的重要信息提取为事件并构建描述当前状态的知识图谱，同时完整保留原始记录供需要时展开查看，支持跨会话持久保留智能体的上下文记忆。

该插件适合需要长期维护多轮会话、持续跟进同一个开发项目的 DSH 用户，能够在不占用大量上下文窗口的前提下保留会话历史中的关键信息。典型工作流中，智能体在生成回答前会先检索分层记忆，通过内置的证据门机制判断已有证据是否足够回答当前问题，证据不足时会自动展开旧记忆或重新发起检索，帮助输出更准确的回答。

该项目采用 MIT 许可开源，所有用户都可以免费使用、修改和分发代码，没有商业使用限制。它是一个基于 TypeScript 开发的单体仓库，包含核心引擎、DSH 适配层和完整测试用例，依赖 Node.js 环境运行。首次使用可直接在 DSH 插件市场搜索安装，安装后无需额外配置即可启用，还支持导入外部记忆内容。

View on GitHub在 GitHub 查看

Send to your DSH发给你的 DSH 安装

请帮我安装这个 DSH 插件。安装前先完成【兼容性检查 + 安全性检查】，检查通过再动手。

插件：StrataGate-AgentMemory（diqierjia/StrataGate-AgentMemory）
仓库：https://github.com/diqierjia/StrataGate-AgentMemory
本站详情页：https://www.yhbd.top/plugins/diqierjia-stratagate-agentmemory/
本站登记：类型 plugin · 归类 原生 DSH 插件 · 许可证 MIT · ⭐ 103 · 最近提交 2026-10-03 · 主语言 TypeScript

按下面顺序执行，每步先把结论告诉我，再进入下一步：

【1 兼容性检查】
① 我这边：DSH 版本、Node 版本、操作系统、当前 profile（web / desktop）。
② 读它的 README、package.json、插件 manifest，列出它要求的 DSH 版本 / Node 版本 / 操作系统 / 外部依赖 / 需要另外先装的运行时。
③ 逐条比对，结论只写「满足 / 不满足 / 未知」三种；不满足的给出可行替代方案。
④ 检查是否和我已装的插件冲突：命令名重复、skill / tool 重名、端口占用、重复注册的 MCP server。

【2 安全性检查】
① 仓库可信度：和上面「本站登记」是否一致；star / fork 数、创建时间、最近提交，是否归档或长期停更。
② 安装脚本：逐行看 package.json 的 preinstall / install / postinstall，以及 install.sh、setup.ps1 之类脚本。出现 curl|bash、下载后直接执行、混淆代码、访问与插件功能无关的域名，立刻停下来告诉我，不要继续装。
③ 依赖：列出新增依赖，标出无人维护、或与知名包拼写近似的可疑包（typosquatting）。
④ 权限与副作用：它会读写哪些目录、访问哪些域名、需要哪些 DSH 权限（filesystem / network / shell / clipboard 等），以及怎么卸载和回滚。
⑤ 如果它要求 sudo / 管理员权限，或权限明显超出功能所需，先停下来问我。

【3 安装】
上面两步没有「不满足」和「高危项」时才执行；用官方推荐方式安装，不要自行提权。

【4 汇报】
用表格输出：检查项 / 结论 / 依据 / 是否需要我决策。拿不准的一律写「未知」并说明要我怎么确认——不要猜，也不要替我决定。

Send this message to DSH in your current session: it verifies compatibility and security first (answering met / not met / unknown item by item) and only installs once everything checks out — it will stop and ask you if it finds a high-risk item. The box scrolls; the copy is the full prompt. CLI install commands may not be accurate across systems, so DSH is the safer route.把上面这条消息直接发给当前会话里的 DSH：它会先核对兼容性与安全性（逐条给「满足 / 不满足 / 未知」），确认没问题再安装，有高危项会停下来问你。框内可滚动，复制到的是完整提示词；安装命令不一定准确，发给 DSH 更稳。

Pre-install check安装前体检Compatibility · Security兼容性 · 安全性 no risk signal found未发现风险信号

This site's static screen found no obvious risk signal (stars, license, activity, manifest)本站静态筛查没发现明显风险信号（星标、许可证、更新活跃度、清单完整度）

DSH walks through these 9 checksDSH 会逐条核对这 9 项

Compatibility兼容性

DSH, Node, OS and profile requirementsDSH 版本 / Node 版本 / 操作系统 / profile 是否满足要求
External dependencies and runtimes (Electron / Python / Docker, ...)外部依赖与运行时（Electron / Python / Docker 等）是否齐备
Conflicts with installed plugins: command names, skill / tool names, ports, duplicate MCP registration与已装插件是否冲突：命令名、skill / tool 重名、端口占用、重复 MCP 注册

Security安全性

Repo matches the facts registered here; archived or abandoned?仓库是否与页面登记一致，是否归档或长期停更
Safety of preinstall / install / postinstall and install.sh / setup.ps1preinstall / install / postinstall 与 install.sh、setup.ps1 是否安全
curl|bash, download-then-execute, obfuscation, unrelated domains → stop immediatelycurl|bash、下载即执行、混淆代码、无关域名 → 立刻停止
Typosquatting or unmaintained packages among the new dependencies新增依赖里有没有 typosquatting 或无人维护的包
Requested permissions vs. what the feature actually needs申请了哪些权限、是否超出功能所需（filesystem / network / shell / clipboard）
Any sudo / admin requirement, plus uninstall and rollback是否要求 sudo / 管理员权限，以及卸载与回滚方式

Anything uncertain must be marked unknown with a note on how to confirm it. This site's signal screen is a static snapshot, not a security audit.拿不准的必须标「未知」并说明要我怎么确认。本站的信号筛查是静态快照，不能替代安全审计。

Or use CLI install (for developers)或使用命令行安装（适合开发者）

CLI Install命令行安装

dsh plugin --profile web add stratagate-dsh

把 diqierjia/StrataGate-AgentMemory 加入你的 DSH 配置（web profile）即可启用。

READMEREADME

28.2 KB · 缓存于 2026-10-01 22:09:37 · 28.2 KB

StrataGate

Recent conversations stay detailed. Older memories grow more concise.

StrataGate is a cross-session memory plugin for DeepSeek Harness. Recent conversations stay detailed, older conversations become concise, and original records remain available when needed. Important decisions, preferences, and plans become long-term memories for future sessions.

中文说明 · DeepSeek Harness guide · Architecture · Full evaluation

Published evaluation: on 152 questions from one LoCoMo conversation, conv-26, each answer received 10 independent evaluations. Mean judged accuracy was 80.46%, versus 63.22% for Mem0 base. See evaluation scope.

Why StrataGate?

Short-term memory: details fade as the conversation progresses and expand when needed.

(1) Recent history stays detailed; older history becomes concise. Each conversation block has six views, L0–L5, with different levels of detail. As more conversation accumulates, older memories gradually shift from full dialogue to key facts, short summaries, and title indexes, reducing the context occupied by history. → Layered memory

Showing the opening section of the README — the full document lives in the repository以上为 README 开头摘要，完整文档在仓库内 · View the full README on GitHub →在 GitHub 查看完整 README →

渲染基于仓库 diqierjia/StrataGate-AgentMemory 的 README.md。在 GitHub 查看原文 →