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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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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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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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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.
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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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DSH plugin: a persistent, per-session Python interpreter provisioned with Biomni's biomedical tool library, plus a Settings section that reports what the interpreter can actually do.
Agent preset
生信模式 (Bioinformatics Mode) — research-grade protein structure & interaction agent preset for DeepSeek Harness: AF2-Multimer, ESMFold, AutoDock Vina, MM-GBSA/MD, structure QA, virtual screening.
Paraso42
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DSH plugin: laboratory PI for local Wisp Science projects. Read-only snapshots, evidence-backed advice, no fake experiments. / 实验室 PI:只读查看本机 Wisp Science 课题进展,按快照给意见,不编造实验。
wisp-science
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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