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DSH service farm: register, start, stop, restart and watch long-running project services. Left-sidebar entry + overview drawer (per-workspace groups, live log follow, search, export); farm_status/start/stop/restart/logs/register tools for the agent; optional farm.yaml declaration per workspace.
给 DeepSeek Harness 的会话加一层「文件夹」归类：按 cwd 自动归档、手动移动到任意文件夹，文件夹路径即项目记忆作用域。 Adds a folder layer to DSH sessions: auto-file by cwd, move sessions between folders, folder path = project-memory scope.
项目记忆（Project Memory）：本地优先的项目记忆插件。每个项目一份 .dsh-memory.json（按 cwd 隔离），提供 memory_read/recall/write/update/delete 五工具、/memory 命令、设置页记忆管理 UI（编辑/删除/拖动排序/一键保存排序/状态过滤/搜索/多项目切换），全部遵循'随核心快速适配'（适配器+探测-退化-上报）与'万物皆插件'（可独立挂载/停用）。【单线 0.1.3】2026-09-11 起取消双线：只面向 DSH 最新核心（0.1.5-rc.1 及更新，桌面端 2.0.7+/2.0.9），不再为旧核做适配；含读取保序修复与「保存排序」二次确认/回读校验。同属 0.1.x 系列——**只有出现较大优化或新功能时才升 0.2.0**（本版暂不发布）。
Live subagent progress dock for DeepSeek Harness: folds each child session's events into a subagentProgress projection (turn/step, last tool, latest assistant preview, notify_user updates) and renders a frosted-glass status dock above the parent conversation composer.
Merge several local project roots into one named workspace group so a single DSH session can read, diff and edit the same relative path across all of them.
DSH 新手台：需求路由（大白话→方案卡）+ 动态兜底（上网查/GitHub找）+ 新手引导，面向 DeepSeek Harness 新用户的引导插件
DeepSeek Harness plugin: cross-device workspace path aliasing — let sessions synced from another machine (e.g. macOS /Volumes/Data/notes vs Windows F:\notes) group into the local workspace of the same project.
DSH Web plugin: a session API-cost + account-balance pill merged into the official composer stats row, with a click-open breakdown panel. Host half registers a `costPill` session projection and a loopback-only balance route; browser half renders it through the slot runtime.
项目制学习教练：学科无关的教学引擎 + 可替换领域包（随包提供 Unity/C# 特化）。以 DSH 技能与组合包双形态分发。
DSH 插件「想法落地」（DSH-Project-Initialization）：原子化 73 skill（6 主 + verify 调度 + 66 原子子，无场景预设按上下文加载），确认绑定/操作分级/扮演假设规则体系，覆盖需求确立、技术选型、维护与发布、清除整理、反馈闭环，让 AI 创建产品每一步对齐用户想法。
Recent conversations stay vivid. Older ones fade into summaries, not oblivion. StrataGate gives DeepSeek Harness six-layer, time-decaying memory, while lasting events and relationships settle into a knowledge graph. Bring your memories from other AIs with