Topic · Research & Science
Best literature review skills, page 5
Literature review skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 193 | 193.Oma Scholar Scholarly research companion using Knows sidecar spec (.knows.yaml). | first-fluke/ | 1.3k | — | ~3.4k | Automated safety check: Pass | MIT | yesterday |
| 194 | Light 科研主线第 1 步·文献调研:在线多源检索(OpenAlex/arXiv/Crossref/Europe PMC/DOAJ,全程免 key)→ 产出不是论文列表,是可直接喂 idea 的"领域地图":近三年前沿 + 经典奠基 + 跨领域方法移植三层分别 检索分别排序,合成研究脉络 + 方法谱系 + 未解问题地图,揪出最像你设想的那一篇→喂 idea-critique… | Light0305/ | 640 | — | ~3.8k | Automated safety check: Pass | MIT | 3 mo ago |
| 195 | Conduct a systematic literature review AND develop theory and hypotheses in one integrated workflow. | joshzyj/ | 168 | — | ~15k | Automated safety check: Notes | Unknown | 23 days ago |
| 196 | Draft or revise a related-work, background, or prior-art section in which every citation key already exists in the project bibliography. | Oleafly/ | 212 | — | ~2.7k | Automated safety check: Pass | MIT | yesterday |
| 197 | Draft and revise academic prose against a rubric, evidence, and citation requirements. | first-fluke/ | 1.3k | — | ~3.5k | Automated safety check: Pass | MIT | yesterday |
| 198 | 学術、生物医学、技術、科学的なトピックに対するシステマティックな文献レビューワークフロー。検索計画、ソースのスクリーニング、統合、引用確認、証拠ログを含む。 | affaan-m/ | 276k | — | ~734 | Automated safety check: Pass | MIT | yesterday |
| 199 | Structured methodology for comprehensive literature review following PRISMA guidelines. | aiming-lab/ | 15k | — | ~246 | Automated safety check: Pass | MIT | 1 mo ago |
| 200 | 200.Transformers Work with state-of-the-art machine learning models for NLP, computer vision, audio, and multimodal tasks using HuggingFace Transformers. | ynulihao/ | 618 | — | ~2.9k | Automated safety check: Pass | No licence | 7 mo ago |
| 201 | A skill your agent uses when conducting research on a topic from scratch — literature review, competitive analysis, technical due diligence, or fact-finding. | aiming-lab/ | 3.5k | — | ~249 | Automated safety check: Pass | MIT | 4 mo ago |
| 202 | 202.Deep Research Conduct systematic academic literature reviews in 6 phases, producing structured notes, a curated paper database, and a synthesized final report. | lingzhi227/ | 390 | — | ~2.9k | Automated safety check: Pass | No licence | 7 mo ago |
| 203 | Conduct comprehensive literature reviews using multi-perspective dialogue simulation. | lingzhi227/ | 390 | — | ~847 | Automated safety check: Pass | No licence | 7 mo ago |
| 204 | Generate complete academic survey papers using multi-LLM parallel outline generation, RAG-based subsection writing, citation validation, and local coherence enhancement. | lingzhi227/ | 390 | — | ~741 | Automated safety check: Pass | No licence | 7 mo ago |
| 205 | Retrieve, verify, and synthesize scientific literature. An agent skill from xuzhougeng/wisp-science. | xuzhougeng/ | 1k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 206 | Conduct comprehensive literature research with target disambiguation, evidence grading, and structured theme extraction. | wu-yc/ | 1.1k | 2 repos | ~8.2k | Automated safety check: Pass | No licence | 6 mo ago |
| 207 | A skill your agent uses for academic reports, literature reviews, experiment reports, user-selected reference styles, innovation-point mining, or when the user wants a topic turned into a… | Citrus-bit/ | 120 | — | ~1.2k | Automated safety check: Pass | MIT | 1 mo ago |
| 208 | A skill your agent uses when the user wants to draft a literature review, survey a research area, summarize a field, organize workspace papers, identify gaps, or export review references. | ZimoLiao/ | 577 | — | ~2.1k | Automated safety check: Pass | MIT | 16 days ago |
| 209 | 209.Paper Writing A skill your agent uses when the user wants help drafting or revising a research paper section, including Introduction, Related Work, Method, Results, Discussion, or Conclusion. | ZimoLiao/ | 577 | — | ~845 | Automated safety check: Pass | MIT | 16 days ago |
| 210 | 210.Meta Analysis A skill your agent uses when running a systematic review and meta-analysis, DTA or intervention. | Aperivue/ | 333 | — | ~8.7k | Automated safety check: Pass | MIT | 6 days ago |
| 211 | Comprehensive scientific literature search across PubMed, arXiv, bioRxiv, medRxiv. | wu-yc/ | 1.1k | 2 repos | ~1.4k | Automated safety check: Pass | MIT | 6 mo ago |
| 212 | 212.Deep Research Execute autonomous multi-step deep research on any topic. An agent skill from FreedomIntelligence/OpenClaw-Medical-Skills. | FreedomIntelligence/ | 3.1k | 1 repo | ~1.1k | Automated safety check: Pass | No licence | 2 mo ago |
| 213 | 213.Citation Network Explore citation relationships around a known paper to find related work, cited papers, and citing papers. | ymx10086/ | 312 | — | ~200 | Automated safety check: Pass | Unknown | 6 mo ago |
| 214 | 214.Transformers JS Use Transformers.js to run state-of-the-art machine learning models directly in JavaScript/TypeScript. | sickn33/ | 47k | 1 repo | ~444 | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 215 | 215.Generate Report Consolidates literature review, idea discovery, refined proposal, experiment plan, experiment results, and automated review into a single NARRATIVEREPORT.md that is rich enough to drive the… | GRIND-Lab-Core/ | 106 | — | ~2.2k | Automated safety check: Notes | No licence | 5 mo ago |
| 216 | A skill your agent uses when autoresearchteam needs deeper literature coverage, more citations in paper writing, stronger related-work synthesis, or a gate that prevents shallow research from… | BingHanOfUESTC/ | 106 | — | ~989 | Automated safety check: Pass | MIT | 3 mo ago |
| 217 | Academic research assistant for literature reviews, paper analysis, and scholarly writing. | LigphiDonk/ | 739 | — | ~2.5k | Automated safety check: Pass | MIT | 5 mo ago |
| 218 | Communications-domain literature review with Claude-style knowledge-base-first retrieval. | AI4Scientist/ | 128 | 4 repos | ~2.2k | Automated safety check: Notes | No licence | 4 mo ago |
| 219 | Trigger this skill when a systematic review of an enterprise’s internal compliance management system is needed to identify gaps in policies, process defects, and data-privacy compliance risks. | THUYRan/ | 874 | — | ~6.4k | Automated safety check: Pass | No licence | 1 mo ago |
| 220 | Transparent, rigorous research with full methodology — not a black-box API wrapper. | LeoYeAI/ | 2.2k | 2 repos | ~6k | Automated safety check: Pass | MIT | 2 mo ago |
| 221 | A skill your agent uses when Codex needs to evaluate novelty, closest related works, differentiators, and novelty-related rejection risks for a PaperPRISM project. | XueruiSu/ | 109 | — | ~291 | Automated safety check: Pass | No licence | 3 mo ago |
| 222 | Assess research idea novelty through systematic literature search. | lingzhi227/ | 390 | — | ~716 | Automated safety check: Pass | No licence | 7 mo ago |
| 223 | Write a specific section of an academic paper (Abstract, Introduction, Background, Related Work, Methods, Experiments, Results, Discussion/Conclusion) with section-specific guidance and two-pass… | lingzhi227/ | 390 | — | ~592 | Automated safety check: Pass | No licence | 7 mo ago |
| 224 | Write Related Work sections that compare and contrast prior work with your approach. | lingzhi227/ | 390 | — | ~713 | Automated safety check: Pass | No licence | 7 mo ago |
| 225 | Pipeline for ML/AI research papers — lit review to LaTeX submission | taracodlabs/ | 852 | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | 28 days ago |
| 226 | Recommend AND run open-source AI tools, agents, Claude Code / Codex skills, and MCP servers for any stage of a literature review — searching, reading, extracting, synthesizing, screening… | brycewang-stanford/ | 4.6k | — | ~2.5k | Automated safety check: Notes | Unknown | 6 days ago |
| 227 | 227.Alphaxiv Quick single-paper lookup via AlphaXiv LLM-optimized summaries with tiered source fallback. | AI4Scientist/ | 128 | 2 repos | ~2k | Automated safety check: Notes | No licence | 4 mo ago |
| 228 | 228.Ulw Research [omh] Deep dive before a decision: deep research engine - grounding for specs and decisions: study open-source reference implementations with pinned refs, gather live web evidence with citation… | rlaope/ | 3.2k | — | ~4.2k | Automated safety check: Pass | MIT | yesterday |
| 229 | Builds professional search strategies for PubMed, Embase, Web of Science, and similar databases. | aipoch/ | 1.9k | — | ~1.9k | Automated safety check: Pass | MIT | 24 days ago |
| 230 | 230.Citation Network Build and visualize a citation network from a source/target CSV to identify key papers, communities, and emerging hotspots; use when you have citation pairs and need fast literature review or trend… | aipoch/ | 1.9k | — | ~1.9k | Automated safety check: Pass | MIT | 24 days ago |
| 231 | 231.Openalex DB Access the OpenAlex database (240M+ scholarly works) for bibliometric analysis, literature search, and citation tracking; use when you need to query works/authors/institutions/concepts without an… | aipoch/ | 1.9k | — | ~689 | Automated safety check: Pass | MIT | 24 days ago |
| 232 | Clinical research outcome extraction for meta-analysis. An agent skill from aipoch/medical-research-skills. | aipoch/ | 1.9k | — | ~1.4k | Automated safety check: Pass | MIT | 24 days ago |
| 233 | Build complex Boolean query strings for precise PubMed/MEDLINE literature retrieval. | aipoch/ | 1.9k | — | ~3.6k | Automated safety check: Pass | MIT | 24 days ago |
| 234 | Automates critical appraisal and quality assessment for research papers by analyzing text against established methodological standards (such as risk of bias tools, quality checklists, or reporting… | aipoch/ | 1.9k | — | ~2.1k | Automated safety check: Pass | MIT | 24 days ago |
| 235 | Generates a PROSPERO-compliant Meta-analysis protocol based on Title and PICOS. | aipoch/ | 1.9k | — | ~1.5k | Automated safety check: Pass | MIT | 24 days ago |
| 236 | Methodical research assistant for exhaustive investigations through systematic research cycles. | wentorai/ | 858 | — | ~5.7k | Automated safety check: Pass | Unknown | 1 mo ago |
| 237 | Generate a complete academic literature survey from scratch using multi-agent orchestration. | brycewang-stanford/ | 4.6k | — | ~2.7k | Automated safety check: Notes | Unknown | 6 days ago |
| 238 | 238.Openalex A skill your agent uses when the user asks about academic literature, research papers, scholarly works, authors, citations, institutions, journals, or any academic metadata. | brycewang-stanford/ | 4.6k | — | ~3k | Automated safety check: Pass | Unknown | 6 days ago |
| 239 | A skill your agent uses when the user keeps paper notes inside an Obsidian project knowledge base and wants filesystem-first literature review, explicit agent-first Zotero ingestion, Papers/ plus… | brycewang-stanford/ | 4.6k | — | ~976 | Automated safety check: Pass | Unknown | 6 days ago |
| 240 | 240.Research Researches an open-ended question — options, possible solutions, prior art, trade-offs, or how something works — and produces a durable, evidence-backed, adversarially-validated report that… | testdouble/ | 281 | — | ~7.3k | Automated safety check: Pass | MIT | 10 days ago |
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