dsh-dbhub-live
DSH 数据库 MCP 桥接插件:零知识凭据管理(密码永不进模型)+ 按 source 的一次性进程执行(无常驻服务、天然并发与多实例安全)+ 自动安装 dbhub 与浏览器状态卡片。
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DSH 数据库 MCP 桥接插件:零知识凭据管理(密码永不进模型)+ 按 source 的一次性进程执行(无常驻服务、天然并发与多实例安全)+ 自动安装 dbhub 与浏览器状态卡片。
Interactive terminal (REPL) profile bundle for DeepSeek Harness — a Claude Code-style CLI surface over dsh-base
Local-first RAG knowledge tools for DSH: kb_query / kb_ingest / kb_crawl / kb_related, backed by the kb-rag Python pipeline (Ollama bge-m3 + ChromaDB + SiYuan). Zero API cost, data never leaves your machine.
Role-based model routing for DSH subagent delegation.
A safety harness plugin for DeepSeek Harness (DSH): protected-path enforcement, trash-based safe_delete with undo, last-known-good composition snapshots, pre-restart composition checks, and an audit journal.
Unified DeepSeek Harness plugin: role-based subagent routing + per-agent evolution — prefercmd/memory as knowledge allow/deny lists, so repeated tasks start from proven commands and save tokens
DSH web extension: live subagent monitor + role-based subagent routing + Claude Code style .dsh/agents/*.md persona injection
The session-mode system for the DeepSeek Harness web GUI: the segment registry every mode plugin registers into, the switch that renders them, and the sidebar dots that colour their conversations
底妆技巧
DeepSeek Harness plugin for evidence-backed repository analysis and reviewable, bounded change proposals.
WikiBridge:DSH 与 Obsidian vault 的知识库桥接 —— 约束工具(wiki_search/read/write)+ 自动词典检索 + 持久化配置
huluTable — a foolproof online-table workspace plugin for DeepSeek Harness Web: table library, virtualized grid editor, formulas, kanban/calendar views, goals, and Excel import/export
Hybrid memory plugin for DeepSeek Harness: L1 snapshot memory (MEMORY.md/USER.md, read on demand, zero context cost) + L2 searchable knowledge base (one-fact-per-file, SQLite FTS5) + L3 import from Hermes/Claude Code/Codex/WorkBuddy and approved Agent Hub documents. No automatic injection. Data lives on D drive, never C.
Portrait and mobile adaptation for DeepSeek Harness Web UI — overlay drawer, full-width conversation, sheet-based dialogs, safe-area handling
Ranked subagent delegation for DeepSeek Harness: role-based model routing with failover, per-route reasoning effort, fork delegation, transparent model labels, and a visual route editor in Settings.
Notebook Knowledge Studio — NotebookLM-like local knowledge workspace for DeepSeek Harness: Notebooks, Sources, source-grounded Chat with citations, and Studio artifacts (Mind Map / Reports / Flashcards / Quiz / Infographic / Slide Deck / Data Table), stored as OKF v0.2 markdown under the workspace.
Cache-prefix stabilization and evidence-based cache metrics for DeepSeek Harness
Semantic long-term memory for DeepSeek Harness: embedding-based retrieval over a persistent cross-session memory store, with model-facing tools, proactive per-question recall, automatic conversation summarization, and auto-selected embedding provider (apiKey present → API, otherwise local).
Session Workbench for DeepSeek Harness: session-library full-text search + recall + conversation-view management. 会话工作台:会话库(全文搜索历史会话,一键以 @引用 召回给 AI)+ 会话视图(管理会话标签栏 显示/隐藏 + 排序)(session search / recall / view management / 会话视图).
DeepSeek Harness 的腾讯 IMA 原生工具插件,提供 ima_ask 知识库问答、Web 配置与跨版本契约适配
Obsidian knowledge-base ingest workflow as a DeepSeek Harness plugin: a bundled skill provider + an obsidian_validate_vault model tool, all declarative and composable.
DSH arch-doc skill plugin: analyze a codebase and generate architecture documentation (module responsibilities, dependencies, entry points and run methods).
Turn-based conversation colors for the DeepSeek Harness Web UI.
Git-native, auditable long-term memory for AI agents