Literature review

Systematic review response workflow from comment analysis to professional rebuttal writing.

Galaxy-Dawn/claude-scholar

A skill your agent uses when writing literature review sections - guides searching, organizing, and synthesizing academic sources

Norman-bury/research-writing-skill

Map the research landscape for any technical or academic topic by searching arXiv, Semantic Scholar, and Google Scholar in parallel.

tinyfish-io/tinyfish-cookbook

Read-only context for issues, pull requests, and backlogs. An agent skill from vercel-labs/issue-graph.

vercel-labs/issue-graph

Use gitcrawl to search duplicate OpenClaw PRs/issues, group related work in prtags, and sync duplicate state to GitHub.

openclaw/openclaw

Use only SciAtlas search-papers to take a novice user from zero setup to final prior-art grounding for a research idea, including setup, registration guidance, configuration, retrieval, artifact…

zjunlp/SciAtlas

Vision-language pre-training framework bridging frozen image encoders and LLMs.

Orchestra-Research/AI-Research-SKILLs

Guide a complete baseline-first ML or computational data-science method-innovation project, from workspace and direction discovery through finding and running common and recent baselines, diagnosing…

haibarazz/awesome-codex-research

Build high-quality literature reviews from a research topic using a 10-phase workflow.

Drchronx/ai-agent-research-starter-kit

Extracts research papers from .bib and .html venue files, filters them by relevance, labels them with a two-level taxonomy through Claude and rebuilds a website.

PurCL/ASE

Walks a Web of Science full-record page through to the publisher's site to locate and download the paper's PDF, or reports why it could not.

cookjohn/wos-skills

Find and read academic papers: disambiguate queries, discover papers (search, citation traversal, recommendations, arXiv monitoring, trending, GitHub search), evaluate (TLDR, citations, code, SOTA)…

AI4Scientist/nano-scientist

Generates and iteratively refines research ideas for a given area, checking each one's novelty against Semantic Scholar and arXiv, and scoring it on interestingness, feasibility and novelty.

lingzhi227/agent-research-skills

Conduct literature searches for meta-analysis using Python with uv, query PubMed and other databases, deduplicate results, and store round-based bibliographies with notes.

htlin222/meta-pipe

Build and query a local vector database + GraphRAG over your entire reference library (Zotero or a PDF folder) for literature review.

joshzyj/open-scholar-skill

Use only the current SciAtlas literature-review workflow (literaturereviewpipeline) to take a novice user from zero setup to a final evidence-grounded survey outline, paper map, or literature…

zjunlp/SciAtlas

Multiagent AI system for scientific research assistance that automates research workflows from data analysis to publication.

davila7/claude-code-templates

Structured code review workflow for SRTD development. An agent skill from t1mmen/srtd.

t1mmen/srtd

Turns a vague math interest into a bounded, searchable problem and builds a source-traced evidence graph, with novelty checks and conjectures drawn from evidence gaps.

tradecatlabs/vibe-coding-cn

Turn a research question into an annotated reading list with provenance.

Oleafly/Oleafly

Activate this skill when the user wants deep, multi-round academic paper collection for a survey or literature review.

Ali-Marandi/Web-Scraper-Framework

Jumps to a given page of Web of Science search results, or loads more results from the previous search, by changing the results URL or re-running the search API.

cookjohn/wos-skills

Browse, filter, and download life sciences, biology, and medical preprints from bioRxiv and medRxiv.

google-deepmind/science-skills

Search Europe PMC for scientific literature and download open-access full texts and PDFs.

google-deepmind/science-skills

Read, decompose, and analyze IEEE-style papers using routed technical-reading workflows.

CloudWave818/ieee-skills

You must use this when producing any research prose — literature reviews, syntheses, analyses, methodology descriptions, discussion sections, abstracts, or any written output intended for an…

poemswe/co-researcher

A skill your agent uses when the user wants to turn a research idea, experiment results, related works, or draft into a paper through the Codex-native PaperPRISM workflow.

XueruiSu/Paper-PRISM

Entry point for research writing in Oleafly. An agent skill from Oleafly/Oleafly.

Oleafly/Oleafly

Analyzes one research paper in depth, writing a structured note on its methods, experiments and limitations and adding it to a paper relationship graph.

LigphiDonk/Oh-my--paper

This skill should be used when the user asks to "analyze trends in a research area", "what is trending in X", "research landscape for topic Y", "topic trend analysis", "emerging themes in machine…

jerry609/PaperBot

Runs multi-source web research through Google's Gemini Deep Research Agent with a bundled Python script and saves a structured, cited report as files.

OpenLAIR/dr-claw

Search academic papers, scholarly articles, and research publications through SandBase.

sandbaseai/sandbase-skills

Fetches the full record for a paper from Web of Science by its WoS accession number or URL and presents the metadata as a structured summary.

cookjohn/wos-skills

A skill your agent uses when writing academic papers, theses, or research articles - supports brainstorming, chapter writing, literature review, and LaTeX output

Norman-bury/research-writing-skill

A skill your agent uses when orchestrating a multi-agent biomarker discovery workflow that requires coordinating database queries, pathway analysis, literature review, statistical modeling, and…

aws-samples/amazon-bedrock-agents-healthcare-lifesciences

A skill your agent uses when the user wants to find related work, survey a research area, identify literature gaps, or discover open-source implementations.

fcakyon/phd-skills

Assess and monitor an ongoing research project's competitor landscape, novelty risk, and method/data opportunities from a proposal, paper, research question, data or method notes, or a suspected…

franklee16/academic-research-skills

M2 文献管理(IMRAD 中的 Related Work + References)。消费 M1 沉淀的 search-.jsonl,做精读、引用网络分析、bibkey 整理、四类标签(基础/方法/ baseline/相关)、引用密度审计、BibTeX 格式规范化,产出 manifest.jsonl + ref-.md 笔记卡 + 引用校验报告,供 M3 baseline / M5 论证链…

larbare12/paperfactory-from-idea-to-manuscript

Routes literature searches through the PaperSeek launcher, picks suitable scholarly sources, parses JSON output and keeps API keys out of the chat.

MingfengHong/paperseek

Search, summarize, and synthesize economics literature. An agent skill from meleantonio/awesome-econ-ai-stuff.

meleantonio/awesome-econ-ai-stuff

撰写或更新参考所属领域顶级期刊标准的完整文献综述。执行问题界定、期刊与同类综述对标、可追溯检索筛选、原始证据核查、矛盾分析、主题综合和引用核验。适用于“写综述”“文献综述”“literature review”“按顶刊标准综述”等任务。最终只交付完整 Word（.docx）综述，正文实际引用至少 30…

yrui-cmd/Cell

Research-literature workflow guide for evidence-matrix assembly, citation-table normalization, structured review synthesis, and research-gap mapping.

DrugClaw/DrugClaw

Programmatic PubMed access via NCBI E-utilities REST API. An agent skill from jaechang-hits/SciAgent-Skills.

jaechang-hits/SciAgent-Skills

A skill your agent uses when a research workflow needs verified academic source retrieval through literature-search MCP interfaces available in the current session before evidence extraction.

openJiuwen-ai/sciencediscovery

Conduct rigorous research with proper citations (DOI, arXiv, PMID) and source triangulation.

Aedelon/claude-code-blueprint

Lays out a systematic literature review method: PICO-based search strategy, inclusion criteria, PRISMA screening, quality assessment tools and synthesis approaches.

aiming-lab/AutoResearchClaw

This skill should be used when the user asks to "deep research", "research this topic", "investigate thoroughly", "do a deep dive on", "comprehensive research on", "find everything about", "survey…

shepherdjerred/monorepo

Research ideation workflow from literature search to research planning.

catlog22/maestro-flow