curated collections / academic
DSH Academic Plugins: Literature, Reviews & Papers for DeepSeek Harness (Curated Picks)
Turn DeepSeek Harness into a research workbench: literature discovery, multi-agent review pipelines, verifiable report engines, a LaTeX workbench with live compile and Zotero library integration — an editor-ranked shortlist ordered by research workflow.
Academia is one of the thickest new crowds in the dsh plugin ecosystem, and every step of the workflow now has a dedicated pick. For finding literature: dsh-ai4scholar bundles 38 native academic tools (Semantic Scholar, PubMed, arXiv, DOI, unified search) and dsh-scholar is the lighter alternative. For reviews: consensus-pipeline runs a multi-agent literature-review pipeline with retrieval, debate, citation verification and export. For writing: dsh-mimir-academic-research (★538, the head pick) is an 8-view research web workbench with LaTeX compile-as-you-write, experiment tracking and GPU-server job orchestration. For verifiability: perrylink/dsh-research-report keeps a content-addressed evidence ledger that binds every claim to a snapshot, with industry-research and fund-research siblings for applied research. For reference management: two dsh-zotero toolkits turn your Zotero library into an agent-queryable evidence store. Math-modeling contests get dsh-ultramath, and the 900+ skill de-anthropocentric-research-engine is the heavy option for autonomous research. Pair it with the database picks for the full data-to-literature-to-paper loop.
In a hurry? Install 1692775560/dsh-mimir-academic-research for an all-in-one start (LaTeX workbench + arXiv management + experiment tracking), or literaf/dsh-ai4scholar for 38 literature-search tools. Add perrylink/dsh-research-report when you need verifiable, anti-hallucination reports.
124 plugins2,336 stars
Synced from our GitHub list · Catalog updated 2026-09-24
Why it matters now
The head pick dsh-mimir-academic-research (★538) is the only all-in-one: a native Cordis bundle that ships an 8-view web workbench, slash commands, agent tools and nine research skills, covering LaTeX compilation, arXiv literature, experiment metrics and GPU-server SSH orchestration.
Verifiability is the category's signature: dsh-research-report binds each claim to a tamper-evident evidence snapshot and gives per-claim verification verdicts, while consensus-pipeline makes agents debate and check citations before a report ships. In research, traceable conclusions beat fast ones.
Literature tooling has the highest density: dsh-ai4scholar alone aggregates 38 academic-source tools, the two dsh-zotero toolkits expose your library to the agent, and claude-paper generates summaries, study materials and code demos from papers across agents.
In this collection
Editor’s picks lead, then the rest of the theme is auto-discovered by GitHub topics and ranked by stars. Catalog data, refreshed on every sync.
- 1dsh-mimir-academic-researchby 1692775560
Installs into DSH as a native Cordis bundle providing an 8-view research web workbench, slash commands, agent tools, 9 research skills.
Editor’s pickCuratedWeb UI & Frontend53816 - 2de-anthropocentric-research-engineby yogsoth-ai
900+ pure-markdown skills for autonomous AI research, organized as 9 freely-composable packages over a 4-layer hierarchy (Campaign → Strategy → Tactic → SOP). Non-linear orchestration with backtracking, 6 MCP integrations. The AI is the researcher — you set the direction.
Editor’s pickCuratedEcosystem & Resources49941 - 3claude-paperby alaliqing
📖 Cross-agent research paper toolkit for Claude Code, Codex, OpenCode, and DeepSeek Harness—quick summaries, deep study materials, code demos, and a local web viewer.
Editor’s pickWeb UI & Frontend33827 - 4dsh-research-reportby perrylink
Verifiable research-report engine for DeepSeek Harness: content-addressed evidence ledger (claim-snapshot binding, tamper-evident) plus versioned sealed reports with per-claim verification verdicts and a manifest-sealed directory.
Editor’s pickCuratedKnowledge & Research1540 - 5dsh-industry-researchby perrylink
Industry and company research domain pack for DeepSeek Harness: methodology skills, industry chain mapping, public-source policy/news tracking, company research cards, and auditable research reports. Research only - not investment advice.
Editor’s pickCuratedKnowledge & Research1530 - 6consensus-pipelineby fangqian616
Run a multi-agent literature-review pipeline with paper retrieval, debate, citation verification, and report export.
Editor’s pickCuratedAgents, Automation & Workflows12513 - 7dsh-ai4scholarby literaf
AI4Scholar for DeepSeek Harness (dsh): 38 native academic tools — Semantic Scholar, PubMed, Google Scholar, arXiv, bioRxiv/medRxiv, DOI, full text, auto-cite, figures, unified search. Powered by ai4scholar.net
Editor’s pickCuratedKnowledge & Research270 - 9dsh-zoteroby vncntvx
Zotero toolkit for DeepSeek harness; Turn your Zotero library into an evidence store for agents.
Editor’s pickCuratedKnowledge & Research225 - 10dsh-zoteroby hongcheng-li
Zotero tools for DeepSeek Harness: search library, read metadata/fulltext, list attachments, download PDFs, manage notes via the Zotero local API
Editor’s pickCuratedKnowledge & Research151 - 11dsh-ultramathby andiii208
提供数学建模读题、推导、编码、验算、论文和多席审稿流程的 Agent 预设与技能包。
Editor’s pickCuratedAgents, Automation & Workflows350 - 12citeciterby kirkchinese
Creates source-aware native DSH Topics for citations, follow-up questions, learning boards, attachments, and permissions.
Editor’s pickCuratedUI & Experience231 - 13scientificfigurelibraryby xuzhougeng
Local-first MCP App for scientific figures. Import, review, and publish a global library on disk; reuse exact templates in Pi, DeepSeek Harness (dsh), Claude, Codex, Cursor, and Wisp.
CuratedDesign, Media & Vision947 - 14dsh-scienceby biociao
Science research workbench for DSH (genomics/pathogens/human health/bioinformatics): ReAct research-loop engine (research_* tools), versioned artifacts with provenance (artifact_* tools), and 10 science skills (research-loop, science-project-setup, artifact-provenance, scientific-reviewer, literature-connector, parallel-delegation, manuscript-writing, bioinformatics-toolkit, conda-environments, data-inventory); zero-dependency engines.
CuratedKnowledge & Research404 - 16dsh-kb-ragby breeze136
Indexes local literature and Zotero content, then exposes hybrid retrieval, cited RAG answers, scope, statistics, and maintenance tools.
CuratedKnowledge & Research111 - 17dsh-scholarby smilewhenever777
Provides three independently installable DSH research plugins for papers and ideas, SSH GPU monitoring, and research trajectory tracking.
CuratedKnowledge & Research121 - 18dsh-overleafby fly233338
Connect Overleaf projects to DeepSeek Harness (DSH) through OverleafMCP and MCP tools.
CuratedMCP & Protocols121
Frequently asked questions
How do I install a DSH academic plugin?
Like any dsh plugin: take the repo (say 1692775560/dsh-mimir-academic-research), install it and restart the harness. Cordis bundles like Mimir add their own web workbench entry point; tool plugins such as ai4scholar or the Zotero kits simply appear in the agent's tool list.
Can these replace my reference manager?
No, and they are not trying to. dsh-zotero does not replace Zotero — it exposes your existing library to the agent for search and citation, while ai4scholar covers external sources. You keep managing references in Zotero; the agent helps you use them. The two compose rather than compete.
How do I keep AI-generated research reports honest?
Pick plugins with evidence mechanics: dsh-research-report binds every claim to a source snapshot you can verify claim by claim, and consensus-pipeline has agents debate and verify citations before exporting. Regardless of tooling, always check citations by hand before submission.
Should I install database plugins alongside these?
Yes — they pair naturally. Let dsh-data-agent or dsh-sql from our database collection handle experiment data and statistics, and leave literature and writing to this page's picks. Specialist tools per stage give the best data-to-literature-to-paper loop.
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