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knqiufan/powercontext-dsh

Plugin插件 Native原生 ⭐ 10 Apache-2.0 Memory & Knowledge记忆与知识库Sessions & Context会话与上下文Prompts & Skills提示词与技能

DeepSeek Harness插件，通过HTTP连接PowerContext服务器，实现回忆、记忆、交接、经验与技能功能。

Project Overview项目介绍

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

This is a native DeepSeek Harness plugin that connects a running PowerContext Server to DSH via HTTP, built exclusively for DSH with a valid DSH bundle manifest. It does not include PowerContext’s storage system, does not start the server process, and does not import the PowerContext Python package, it only calls the server’s public OpenAPI endpoints. The plugin is also maintained in-tree inside the official PowerContext repository, and this standalone repo stays synced with the in-tree version to propagate all fixes and improvements. You can install the plugin via the DSH CLI using the command dsh plugin --profile web add <path-or-tarball>, which registers the plugin to DSH’s web profile for use.

Before every model step, the plugin automatically recalls bounded context from PowerContext and injects it as historical context, then captures the current user input as a content source in PowerContext. It exposes a set of agent-safe pc_* named tools that handle memory, handoff, experience, skill, and review operations. All mutation operations require one-time user approval before execution, and destructive administrative operations are not exposed as model tools. The plugin supports both local and remote PowerContext Server deployments, and all HTTP calls are routed through the DSH process, so the browser never directly accesses the server. If the PowerContext Server is unreachable, the recall step is skipped and the current DSH turn continues normally.

To use the plugin, you must have both PowerContext Server and DeepSeek Harness installed and running on your system, with matching Git refs for the server and plugin. You can install the plugin easily via the PowerContext CLI with the powercontext setup dsh command, which handles calling the DSH CLI to add the plugin automatically. For manual installs, you can point the DSH CLI at a local plugin directory or a GitHub release tarball of this repo. Remote server deployments require enabling authentication and placing the bearer token in an environment variable for security. The plugin is released under the open-source Apache 2.0 license, and both the standalone and in-tree versions receive regular updates.

这是一款专门为DeepSeek Harness开发的原生插件，作用是通过HTTP连接正在运行的PowerContext服务端，为DSH代理提供上下文召回、记忆管理、任务交接、经验沉淀和技能管理能力。插件本身不包含PowerContext的存储、服务端启动或Python包导入功能，仅对接服务端开放的OpenAPI接口。

插件会在每个模型步骤前自动执行上下文召回和当前用户输入捕获，同时暴露多个以pc_开头的代理安全工具，对应内存、上下文、交接、经验技能等不同操作，所有变更操作都需要用户一次性批准才能运行。插件同时支持本地和远程部署PowerContext服务端，浏览器不会直接调用服务端。

需要同时安装运行PowerContext服务端和DeepSeek Harness，可通过PowerContext CLI的powercontext setup dsh命令一键安装，也可手动使用dsh plugin命令添加本地目录或GitHub发布的tarball包。插件采用Apache 2.0开源许可，同步维护了PowerContext主仓库内的树内版本和这个独立仓库。

View on GitHub在 GitHub 查看

Recommended强烈推荐 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：powercontext-dsh（knqiufan/powercontext-dsh）
仓库：https://github.com/knqiufan/powercontext-dsh
本站详情页：https://www.yhbd.top/plugins/knqiufan-powercontext-dsh/
本站登记：类型 plugin · 归类 原生 DSH 插件 · 许可证 Apache-2.0 · ⭐ 10 · 最近提交 2026-08-26 · 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 1 note1 项提示
  • 10 stars - an early-stage project星标 10，属于早期项目
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 github:knqiufan/powercontext-dsh

把 knqiufan/powercontext-dsh 加入你的 DSH 配置（web profile）即可启用。

READMEREADME

8.1 KB · 缓存于 2026-08-26 14:42:43 · 8.1 KB

PowerContext for DeepSeek Harness

English | 中文

DeepSeek Harness plugin that connects to a running PowerContext Server over HTTP for recall, memory, handoff, experience, and skills. It does not embed storage, start the Server, or import the Python package.

The same plugin is also integrated into official PowerContext at integrations/dsh/plugins/powercontext. This standalone repository and the in-tree plugin stay in sync: fixes and improvements land in both places.

dsh plugin --profile web add <path-or-tarball>

Features

The plugin calls the Server’s /v1/... OpenAPI surface over HTTP. It does not use MCP.

Before each model step it automatically:

  1. Recalls bounded context with POST /v1/context/prepare and injects it as untrusted historical evidence.
  2. Captures the current user input as a Content Source with POST /v1/sources/content.

Named pc_* tools expose the agent-safe Memory, handoff, experience, skill, and read-only review operations. DSH requests one-time user approval before named mutations run. Review mutations remain explicit human /pc review commands; destructive and administrative OpenAPI operations are not model tools. Skill project-context documents the same workflow for the model. If the Server is unreachable, recall is skipped and the turn continues.

Area Tools HTTP
Memory pc_search pc_remember pc_memory_list pc_memory_get pc_memory_revise pc_memory_retire /v1/memory/*
Context pc_prepare_context pc_capture_source /v1/context/prepare, /v1/sources/content
Handoff pc_handoff_activate pc_handoff_prepare pc_handoff_finalize pc_handoff_commit pc_handoff_continue /v1/handoff/*
Experience / Skill pc_experience_generate pc_experience_get pc_skill_generate pc_skill_get /v1/experience/*, /v1/skill/*
Review pc_review_list pc_review_get /v1/artifact-candidates/*

See openapi/powercontext.yaml for the full contract.

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 knqiufan/powercontext-dsh 的 README.md。 在 GitHub 查看原文 →

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