Literature review

Runs a survey-grade literature investigation: fixes the research questions, searches from adversarial angles, verifies citations and writes an evidence-first report.

HKUSTDial/Supervisor-Skills

A skill your agent uses when the user asks for discovery-scale research that informs a decision: brainstorming a project or feature, choosing a technology, or requests like "research X", "what's the…

DanMcInerney/architect-loop

Systematic framework for evaluating scholarly and research work based on the ScholarEval methodology.

jimmc414/Kosmos

Step 2 of the PaperOrchestra pipeline (arXiv:2604.05018). An agent skill from Ar9av/PaperOrchestra.

Ar9av/PaperOrchestra

Finds papers across literature sources, verifies and converts citations, builds MeSH strategies and audits independent citations of a paper.

Yuan1z0825/nature-skills

Produces a structured peer-review style critique of a research paper, covering methodology, contribution and how the work sits among related studies.

bytedance/deer-flow

Analyzes arXiv papers, PDFs, project pages and blogs and writes an evidence-backed Obsidian note with images and a knowledge-graph entry.

juliye2025/evil-read-arxiv

Specialized workflows for drafting, refining, and responding to academic literature reviews and peer review feedback.

ShZhao27208/Aut_Sci_Write

A skill your agent uses when the user asks to write or draft a PhD / doctoral research proposal, research plan, 研究计划书, or 开题报告 — a forward-looking plan of background, gap, research questions…

luwill/research-skills

Literature survey assistant with four modes: /survey intent (capture student goals, expertise, and success criteria), /survey triage (landscape mapping via NotebookLM), /survey deepen (structured…

SNL-UCSB/literature-survey-skill

Write comprehensive literature reviews for medical imaging AI research.

LeonChaoX/qinyan-academic-skills

Find and read academic papers (S2 + arXiv). An agent skill from EvoScientist/EvoSkills.

EvoScientist/EvoSkills

Step 4 of the PaperOrchestra pipeline (arXiv:2604.05018). An agent skill from Ar9av/PaperOrchestra.

Ar9av/PaperOrchestra

Finds and verifies Nature-family and CNS literature that supports manuscript claims, maps claims to sources and exports a reference-manager file.

Yuan1z0825/nature-skills

Search for scientific papers, preprints, and publications on arXiv.

google-deepmind/science-skills

全自动科研平台：从论文检索、知识图谱构建、研究缺口分析、假设生成，到实验执行、论文写作、自审修正的完整科研流水线。Agent 按此 Skill 的指令自主推进研究流程。触发场景：做研究、搜论文、找研究缺口、生成假设、跑实验、写论文、文献综述、benchmark对比 / Triggers: research, literature review, paper search, hypothesis…

ZS520L/HanakoPro

Runs a daily literature pipeline: multi-source search, six-dimension scoring, fine reading, formatted delivery to a chat channel and archival of the notes.

Yuan1z0825/nature-skills

Deep web-research methodology for the interceptor browser surface — investigate a topic the way researchers, intelligence analysts, investigative journalists, private investigators, and OSINT…

Hacker-Valley-Media/Interceptor

Search, verify, and map citations for CS/AI/ML papers. An agent skill from joshua-zyy/academic-paper-writer.

joshua-zyy/academic-paper-writer

Scan recent arXiv/OpenReview papers, venue feeds, labs, and competitors for overlap.

mikubaka88/CCFA-Skills

Structured literature search and synthesis with citation extraction and gap identification

maxwell2732/paper-replicate-agent-demo

Runs a project literature review in an Obsidian vault: paper notes in Sources/Papers feed Knowledge synthesis, a Writing handoff and a default literature canvas.

Galaxy-Dawn/claude-scholar

Produce a deep, multi-source, cited research brief on a topic from live web data using Bright Data's Discover API (intent-ranked web search + parsed page content).

brightdata/skills

The grounding layer for AI-assisted research: scan the real prior art around an idea, gauge how crowded or open the gap is, and verify every citation against the source of truth.

boheling/deltasci

Typst paper assistant for existing .typ manuscripts in English or Chinese.

bahayonghang/academic-writing-skills

Runs an exhaustive time-windowed literature search over a research topic and delivers a quality-tiered DOI list plus a matching formatted reference list, with measurable recall (gold-set recall…

luwill/research-skills

Adversarial senior-engineer review for agent-generated plans, designs, and architectures.

JuliusBrussee/skills

Pulls architecture, method and result figures from an arXiv paper or PDF into an Obsidian vault and writes an index of them.

juliye2025/evil-read-arxiv

A skill your agent uses whenever working with GitHub issues in the bitrix24/b24phpsdk repository: creating new issues, reading existing ones, planning implementation from an issue, referencing an…

bitrix24/b24phpsdk

Query the OpenAlex scholarly database for research papers, authors, institutions, topics, sources, publishers, funders, geo-locations, and keywords.

google-deepmind/science-skills

You must use this when synthesizing existing knowledge, identifying research gaps, or tracing the evolution of scientific ideas.

poemswe/co-researcher

This skill should be used when the user asks to "brainstorm research ideas", "use 5W1H framework", "identify research gaps", "conduct gap analysis", "start research project", "conduct literature…

Galaxy-Dawn/claude-scholar

A skill your agent uses when the user wants an evidence-based research memo, literature review, market/policy/technical landscape, or a multi-source decision brief with citations, trade-offs, and a…

staruhub/ClaudeSkills

Runs systematic, scoping or narrative literature reviews across PubMed, arXiv, bioRxiv and Semantic Scholar, with citation checks and Markdown or PDF output.

K-Dense-AI/scientific-agent-skills

Guidelines and best practices for building modern, state-of-the-art web applications using the htag v2 framework.

manatlan/htag

End-to-end scientific research pipeline combining Exa Search, Playwright, deep-research, text-humanization, and iterative Remi peer review.

CYC2002tommy/Deep-Research-Agent

Moves papers from Zotero into an Obsidian project knowledge base as source notes, literature synthesis and writing outputs, with evidence records behind every promoted claim.

Galaxy-Dawn/claude-scholar

Route a fixed research topic into a rigorous paper-generation workflow.

yunshenwuchuxun/latex-paper-skills

A skill your agent uses when the user asks to plan, conduct, document, synthesize, or draft a medical imaging AI narrative review or method survey, scoping review, or systematic review with…

luwill/research-skills

Strict peer reviewer for academic manuscripts (Nature/Science level).

CYC2002tommy/Deep-Research-Agent

Systematic review response strategy guide for RebuttalStudio.

runtsang/RebuttalStudio

Searches PubMed directly through its E-utilities REST API, with guidance on Boolean and MeSH query syntax, batch retrieval and citation data.

davila7/claude-code-templates

Creates a source-grounded Chinese-English reader for a research paper, with aligned text, figures, tables and equations, or answers questions about a given passage.

Yuan1z0825/nature-skills

This skill should be used when the user asks to "do a literature review", "survey papers on a topic", "search and summarize research on X", "find papers about attention mechanisms", "systematic…

jerry609/PaperBot

Log a new idea into tracker/ with elaboration — assumptions, design decisions, related work links, approach brainstorm, and simplest implementation.

cdiggins/plato

Reads an academic paper from a PDF, pasted text or abstract and offers five outputs: an analysis report, a mind map, a peer review, promotion scripts and a podcast.

Diaugeia/paper-glance-skill

Many-agent bibliography audit. An agent skill from scunning1975/MixtapeTools.

scunning1975/MixtapeTools

Local workflow that searches PubMed, Europe PMC, Crossref and OpenAlex for topic keywords, downloads accessible PDFs into a PDF-only folder and removes duplicates.

Jinze-Lee/codex-skills-workbench