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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 you—no need to start over.
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Claude Science-style research workbench for DeepSeek Harness: ReAct research-loop engine (research_* tools), versioned artifacts with provenance (artifact_* tools), SSH remote-compute engine for long bioinformatics jobs on workstations/HPC (remote_* tools), and 11 science skills for genomics / pathogens / bioinformatics. Ships the tiered cross-provider model router via the companion dsh-model-tier bundle.
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Deep Research orchestrator extension for DeepSeek Harness: an adaptive cybernetics/information-theory deep_research tool on the official workflow engine, reusing built-in web_search/web_fetch.
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DSH lorebook-driven fiction writer plugin: import Tavern/SillyTavern character cards & world books, save local Markdown lore documents, and generate novel prose with the world settings as reference.
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Install and launch the dsh-desktop-windowos desktop shell: auto-downloads and auto-updates the exe from GitHub Releases, creates desktop shortcuts (app + web UI), and exposes a desktop_launch tool. First run of the unsigned exe shows Windows SmartScreen - click More info > Run anyway.
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A reproducible science workbench plugin for the DeepSeek Harness: agent-driven cells, inline figures with feedback/rerun, manifest provenance, and environment snapshots.
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CAD visualization plugin for DeepSeek Harness: cad_view / cad_info tools with an embedded 3D (STL/OBJ/STEP/IGES) and 2D (DXF/SVG) viewer card in the Web UI
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Self-evolving memory + skill lifecycle for DeepSeek Harness. Cross-session memory with zero-token deterministic recall (bigram-Jaccard fused with FTS5 BM25 via RRF), a tiered approval gate, and reinforcement that strengthens what you repeat. Procedural knowledge crystallizes into SKILL.md files that refine in place and are curated through an active-stale-archived lifecycle (reversible archive, pre-op backups, rollback, never deletes). Includes background per-turn review, anti-bloat convergence for both skills and memory, an auto-grown user profile, and a web settings page.
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See what your AI agent protected: session security receipts, visible data provenance, task boundaries, and tool identity checks for DeepSeek Harness.
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SVN (Subversion) tools + sidebar UI for DeepSeek Harness: full command coverage (status/info/diff/log/blame/list/cat/add/delete/mkdir/copy/move/merge/switch/checkout/cleanup/resolve/props/commit...) with UTF-8 Chinese commit logs, plus an SVN panel in dsh-better-sidebar.
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生物信息学「许愿式分析」插件:Python 执行器(bio_python:Biopython 全功能 + 出版级绘图)+ 48 个高频语义化工具(差异表达/GSEA、代谢建模/FBA、合成生物学设计、CRISPR、ML、文献检索等)+ 47 个 skill(1 主 skill + 17 领域配方 + 17 协议 + 4 研究方法 + 8 agent 指南)+ 零依赖自举 Python 环境(uv+venv 自动下载到插件私有目录)。用户下载安装即可许愿式分析。
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AntV Infographic renderer for DeepSeek Harness: render AI-generated infographic fences inline with streaming, editing, and SVG/PNG export.
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BrainAgent — brain-inspired plugin for DeepSeek Harness (dsh): a pipeline of heuristic filters, statistical memory stores and context injections; reward-ledger + UCB1 bandit learning loop (RL-lite)
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DSH PDF 解析插件: 为 agent 提供 pdf_info / pdf_extract_text / pdf_render_page 三个工具。基于 pdfjs-dist + @napi-rs/canvas; 对未内嵌字体的 PDF (如嘉立创EDA导出) 自动改用系统字体渲染文字。热插拔 — 通过 cordis.patch.yml + profile node_modules 软链接挂载, 无需改动 dsh 源码。
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DSH web plugin: a usage statistics dashboard (basic info, activity heatmap, daily token trend, model usage donut) with provider/model drill-down, following the DSH theme system.
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MCP Tools panel for the DeepSeek Harness Web GUI: see every MCP server and tool available in your session, grouped by server, with transport info, JSON schemas, live search and last-used times derived from real session logs.
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模型信息补全:按模型名自动补全上下文、输出上限、思考档位和图片能力
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DeepSeek Harness 喜马拉雅播客插件:Host 端代理喜马拉雅搜索/专辑/曲目/收藏声音/订阅专辑/关注主播接口并解析播放地址(免费曲直链 + 登录态 baseInfo 解锁已购/VIP 内容),支持订阅/收藏/关注云端写回(与手机 App 同步),浏览器侧提供播放条与搜索/专辑/主播/我的面板,并注册 ximalaya_play 模型工具
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DeepSeek Harness 原生插件:让纯文本模型(如 DeepSeek)经 agent/pre-step 劫持 + resolveModelInfo 包装自动识别上传图片(qwen-vl),使纯文本对话也能“看见”图片。
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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.
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DSH plugin exposing Windows device information tools — one tool per Win32 device category (time, system, cpu, memory, disk, gpu, network, battery, processes, usb, audio, printers). Read-only WMI/CIM + Node os collectors.
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Network diagnostics toolbox for DeepSeek Harness (dsh): DNS lookup (A/AAAA/CNAME/MX/TXT/NS/SOA/SRV/PTR/CAA), ICMP ping, TCP port check, TLS certificate check, traceroute, WHOIS registry lookup, and public IP info — zero runtime dependencies
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OmicOS as a deepseek-harness (dsh) plugin — Mode A: omicos bioinformatics tools + background jobs + login commands for the dsh agent (DSH-PLUGIN.md).
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DSH plugin for DeepSeek Harness: 25 model tools across PubMed, Europe PMC, OpenAlex, PubTator3 & Semantic Scholar — cross-source unified search, article metadata, full text, citations, MeSH & ID tools, citation counts & recommendations — plus a personal literature knowledge graph with an AI-powered PubTator3 concept layer (normalized entities, curated relations, evidence-backed edges). Core PubMed capabilities originate from @cyanheads/pubmed-mcp-server; the knowledge-graph, concept and unified-search layers are original extensions.