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Local literature knowledge-base RAG for DSH: hybrid BM25 + vector retrieval, cross-encoder reranking, cited answers with section- and page-level provenance, metadata-only refresh and background ingest with progress polling, over a SQLite index.
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AI4Scholar for DeepSeek Harness (dsh): 38 native academic tools — Semantic Scholar, PubMed, Google Scholar, arXiv, bioRxiv/medRxiv, DOI resolution, PDF full text, auto-cite, scientific figures, credit balance — with an API-key card in the Web UI settings. Powered by ai4scholar.net.
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Academic Research Skills (ARS) for DeepSeek Harness: 4 research/writing/review skills (deep-research, academic-paper, academic-paper-reviewer, academic-pipeline) plus 16 /ars-* commands, ported from the ARS Claude Code plugin (upstream: Imbad0202/academic-research-skills, CC-BY-NC-4.0).
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AI-for-Science research workflow skill bundle for DeepSeek Harness: multi-angle literature review with per-angle files, anchored experiment design with a caveat list, figures, paper reading; cross-verification briefs.
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DeepSeek Harness bundle for the Academic Research Graph Skill
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The research plugin market inside DeepSeek Harness: browse a curated index of literature, reference, writing and workbench plugins in Settings and install them with one click — 科研插件市场,在设置里浏览并一键安装。
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Long-term mathematics research guidance for DeepSeek Harness: literature and annotatable tools, reusable research experience, session continuity, and optional Lean verification, synced from four parent plugins.
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Academic Paper Search bridge for DeepSeek Harness: verified multi-source literature search over the existing MCP server.
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DSH Literature 文献侧窗:在 DeepSeek Harness 侧边栏识别 DOI/arXiv/标题、抓取元数据与全文、写入本地文献库或导出目录,并提供内置 PDF 阅读器(缩放/翻页/目录/搜索/高亮/笔记)。
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Academic literature search, citation and BibTeX tools for DeepSeek Harness and any agent (Crossref + OpenAlex + Semantic Scholar).
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DeepSeek Harness 插件「墨言」:在 WebUI 侧边栏「设置」上方完整显示一句名言、诗词或游戏台词,语料可用 txt 直接编辑
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A DeepSeek Harness bundle for local PDF reading, durable paper records, traceable evidence, and cross-paper synthesis.
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Evidence-grounded bilingual research tools and workflows for DeepSeek Harness.
Skill
科研助手插件:文献检索、论文精读、文献综述、分节写作、图表生成、引文管理、学术润色、预投稿审稿、开题方案、格式修改。当用户需要做科研相关任务(找文献、读论文、写综述、画图、管引用、润色、审稿、开题、改格式)时使用。
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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.
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科学技能包:100+ 科学数据库查询(PubChem/UniProt/ClinicalTrials/FRED…)、文献综述与证据有界假设生成、实验方案设计、同行评审回复、基金写作、方法验证(ICH/USP/CLSI)、论文级图表。受 K-Dense-AI/scientific-agent-skills(33.9k★ MIT)启发。
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Out-of-tree DSH bundle for scientific literature search: a Crossref + local SQLite FTS search engine, agent-facing literature tools, and literature-database management under $DSH_HOME/data/literature
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DeepSeek Harness plugin: literature/related-work search plus one-shot Zotero import. Ships two skills (literature-search, zotero-import) and a zotero-import CLI so an agent can check an idea's novelty, then file the papers it finds straight into a running Zotero.
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A Git-native research graph for literature-grounded research expansion inside DeepSeek Harness.
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Hana Research for DeepSeek Harness: literature discovery, journal tracking, project libraries, PDF reading and research notes.
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文献综述 Agent — 解读先行:逐篇固定框架解读 → 用户确认 → A/B 两页结构生成综述 PPT。3 个 skill:paper-survey / paper-interpret / paper-deck。
zeros335882878
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A native research-library workbench for DeepSeek Harness, powered by Field Current: bounded literature search, BibTeX, and session-linked evidence snapshots.
LKRCharon
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文学术语
uckkk
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Bioinformatics skill router plugin for DeepSeek Harness: searchable index over a large skill library, an anysearch web-search provider, remote-exec tooling, and scenario guidance for literature review, bio-data analysis, and remote training
gsh150801