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Literature review
Skills
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 145 | Formatting rules for quoting external sources (papers, articles, web pages, prompt templates) inside a Markdown document. | mathbullet/ | 173 | — | ~1.7k | Automated safety check: Pass | MIT | 1 mo ago |
| 146 | Searches Web of Science by topic, author, title, DOI or advanced query from a logged-in browser page, with database, edition and sort options. | cookjohn/ | 123 | — | ~2k | Automated safety check: Pass | No licence | 7 mo ago |
| 147 | 147.Sci Extract Read an academic paper end to end and extract professional research insights, figures, metadata, and critique. | ShZhao27208/ | 209 | — | ~5.8k | Automated safety check: Notes | MIT | 1 mo ago |
| 148 | Follow the bundled literature-synthesis guide. An agent skill from Jinze-Lee/codex-skills-workbench. | Jinze-Lee/ | 109 | — | ~297 | Automated safety check: Pass | No licence | 5 mo ago |
| 149 | Guide a research project through the full academic lifecycle — from raw idea to concrete research question, literature grounding, methodology, writing, feedback, and publication. | GRCEngClub/ | 419 | — | ~2.2k | Automated safety check: Pass | Unknown | 7 days ago |
| 150 | 150.Gemini A skill your agent uses when the user asks to run Gemini CLI for code review, plan review, or big context (200k) processing. | davila7/ | 33k | 3 repos | ~2.5k | Automated safety check: Pass | MIT | today |
| 151 | Runs the ResearchClaw 23-stage autonomous pipeline from a topic, config file and output directory, from literature review through experiments to a written and reviewed paper. | aiming-lab/ | 15k | — | ~1k | Automated safety check: Pass | MIT | 1 mo ago |
| 152 | 152.Academic Writing Academic writing expert specializing in scholarly papers, literature reviews, research methodology, and thesis writing with strict academic standards. | wentorai/ | 858 | — | ~896 | Automated safety check: Pass | Unknown | 1 mo ago |
| 153 | A skill your agent uses when discovering papers, mapping related work, reading papers deeply, checking citations, or building evidence cards for an auto research task. | BingHanOfUESTC/ | 106 | — | ~949 | Automated safety check: Pass | MIT | 3 mo ago |
| 154 | 154.Paper Writing Guides writing academic papers section by section using an 11-step workflow with LaTeX templates and counterintuitive writing tactics. | EvoScientist/ | 478 | 2 repos | ~2.8k | Automated safety check: Pass | Apache-2.0 | 11 days ago |
| 155 | Systematic literature-review workflow for academic, biomedical, technical, and scientific topics, including search planning, source screening, synthesis, citation checks, and evidence logging. | affaan-m/ | 277k | 1 repo | ~1.3k | Automated safety check: Pass | MIT | today |
| 156 | Structured scholarly-work evaluation for papers, proposals, literature reviews, methods sections, evidence quality, citation support, and research-writing feedback. | affaan-m/ | 277k | 1 repo | ~1.2k | Automated safety check: Pass | MIT | today |
| 157 | Write the survey's front matter files (Abstract, Introduction, Related Work, Discussion, Conclusion) in paper voice, with high citation density and a single evidence-policy paragraph. | WILLOSCAR/ | 513 | — | ~1.3k | Automated safety check: Pass | No licence | 6 days ago |
| 158 | Chinese-first research paper writing, revision, polishing, section drafting, rebuttal, peer-review response, thesis prose improvement, and manuscript argument planning. | zLanqing/ | 4.7k | — | ~1.1k | Automated safety check: Pass | MIT | 5 mo ago |
| 159 | 159.Research Idea 当用户提供研究资料、项目背景、实验结果、论文草稿、PR/仓库信息或自然语言线索，希望在文献调查基础上提出科学问题、凝练可证伪假设、寻找创新点或判断研究想法价值时使用。⚠️ 不适用：用户只需要完整实验方案/分析计划（优先 research-plan）、只要写文献综述正文（优先 research-literature-review）、或只要不需要文献依据的普通头脑风暴。 | huangwb8/ | 2.9k | — | ~1.6k | Automated safety check: Pass | MIT | 7 days ago |
| 160 | 当用户明确要求"做系统综述/文献综述/related work/相关工作/文献调研"，或为研究想法核对强近邻与新颖性时使用；兼容旧名 systematic-literature-review。标准模式执行查询、检索、评分、相关性选文、写作、引用校验与 PDF/Word 导出，novelty-check 模式只交付强近邻、反方证据和未确认项。查询缺失或无效时默认停止，不静默降级为单查询。支持… | huangwb8/ | 2.9k | — | ~2.5k | Automated safety check: Pass | MIT | 7 days ago |
| 161 | 当用户需要检索候选论文、建立可审计文献池或为下游证据任务准备候选文献时使用。也适用于 research-literature-review 的检索依赖。 | huangwb8/ | 2.9k | — | ~940 | Automated safety check: Pass | MIT | 7 days ago |
| 162 | 当用户明确要求"做系统综述/文献综述/related work/相关工作/文献调研"时使用。AI 自定检索词，多源检索→去重→AI 逐篇阅读并评分（1–10分语义相关性与子主题分组）→按高分优先比例选文→自动生成"综/述"字数预算→资深领域专家自由写作（固定摘要/引言/子主题/讨论/展望/结论），保留正文字数与参考文献数硬校验，强制导出 PDF 与… | InternScience/ | 172 | — | ~3.9k | Automated safety check: Pass | No licence | 6 mo ago |
| 163 | Searches and fetches PubMed and PMC via NCBI E-utilities (ESearch then EFetch/ESummary) to gather biomedical evidence and build text corpora. | maziyarpanahi/ | 5.5k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | today |
| 164 | 164.Codex A skill your agent uses when the user asks to run Codex CLI (codex exec, codex resume) or references OpenAI Codex for code analysis, refactoring, or automated editing. | davila7/ | 33k | 3 repos | ~1.3k | Automated safety check: Pass | MIT | today |
| 165 | 165.Ieee Polishing Polish, translate, diagnose, and restructure technical manuscript text into IEEE-style academic English using routed failure-mode guidance. | CloudWave818/ | 359 | — | ~527 | Automated safety check: Pass | MIT | 2 mo ago |
| 166 | 166.Survey Writer write a chinese survey draft around a research topic when the input includes a topic, multiple papers, abstracts, links, pdfs, or a user curated related-work list and the user needs a short survey… | chtc66/ | 360 | — | ~318 | Automated safety check: Pass | MIT | 6 mo ago |
| 167 | Searches BGPT scientific papers by topic or DOI and retrieves claim-level evidence extracted from full text, including experiments, reported statistics, scope, limitations, and provenance. | K-Dense-AI/ | 48k | 1 repo | ~2k | Automated safety check: Pass | MIT | 6 days ago |
| 168 | 当用户明确要求"核查/优化综述 {主题}review.tex 的正文引用"、"运行 research-citation-check"，或要求使用旧名 check-review-alignment skill 时使用。通过宿主 AI 的语义理解逐条核查引用是否与文献内容吻合，只在发现致命性引用错误时对"包含引用的句子"做最小化改写，并优先复用 research-literature-review… | huangwb8/ | 2.9k | — | ~906 | Automated safety check: Pass | MIT | 7 days ago |
| 169 | 发现、筛选并长期归档重要研究论文；当用户要求按主题寻找经典、rising star、社区精选、热点或顶会/顶刊论文时使用。采用分层发现策略，调用 research-literature-search 完成其中的关键词/数据库检索，再由本 skill 负责多渠道汇总、idea-level 价值判断、论文类型分类、跨轮次跟踪和论文库归档。 | huangwb8/ | 2.9k | — | ~1.5k | Automated safety check: Pass | MIT | 7 days ago |
| 170 | 170.Reference Search Multi-database literature search and search-strategy design that outputs structured, reproducible result lists; use when you need reference retrieval, systematic searching, review topic selection… | aipoch/ | 1.9k | — | ~2k | Automated safety check: Pass | MIT | 24 days ago |
| 171 | End-to-end pipeline for writing ML/AI research papers — from experiment design through analysis, drafting, revision, and submission. | RedWoodOG/ | 177 | 6 repos | ~16k | Automated safety check: Notes | MIT | 4 mo ago |
| 172 | 172.Output Produce a user-facing DELIVERABLE (report, brief, literature review, slide deck, table, email, outline, …) into the output/ directory — grounded in the wiki and strictly following the user's… | HurricaHjz/ | 123 | — | ~2k | Automated safety check: Pass | MIT | 9 days ago |
| 173 | Common conventions for writing Markdown documents that cite external sources (survey reports, paper explainers, and any deliverable that surfaces facts from outside). | mathbullet/ | 173 | — | ~781 | Automated safety check: Pass | MIT | 1 mo ago |
| 174 | 174.Academic Writer Complete academic writing guide covering thesis and dissertation structure, journal article format using IMRaD, literature review methodology, citation management, the peer review process, and… | FerroxLabs/ | 608 | — | ~4.5k | Automated safety check: Pass | Apache-2.0 | 5 days ago |
| 175 | 175.Research Thread A skill your agent uses when the deliverable is a FACT — not code, not a design, not a gap catalog. | nubjs/ | 4.4k | — | ~2.2k | Automated safety check: Pass | MIT | yesterday |
| 176 | Generate structured CSV literature survey tables. An agent skill from nanoAgentTeam/research-claw. | nanoAgentTeam/ | 293 | — | ~833 | Automated safety check: Pass | MIT | 4 mo ago |
| 177 | A skill your agent uses when a research workflow needs source-grounded evidence extraction from a literaturesources.json package or compatible source list. | openJiuwen-ai/ | 159 | — | ~4.6k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 178 | Search academic papers and conduct literature reviews using OpenAlex API (free, no key needed). | Drchronx/ | 139 | — | ~783 | Automated safety check: Pass | Unknown | 4 mo ago |
| 179 | 179.Ieee Writing Draft, restructure, and diagnose IEEE-style technical manuscript sections using a routed static/dynamic workflow. | CloudWave818/ | 359 | — | ~604 | Automated safety check: Pass | MIT | 2 mo ago |
| 180 | Conduct a systematic literature review that maps the current landscape of a research question. | joshzyj/ | 168 | — | ~14k | Automated safety check: Notes | Unknown | 23 days ago |
| 181 | Run autonomous multi-step research with Google's Gemini Deep Research Agent: kick off a query, poll progress, and collect a cited report for market analysis or literature reviews. | sickn33/ | 47k | 1 repo | ~1k | Automated safety check: Notes | Apache-2.0 | 2 days ago |
| 182 | Conducts systematic reviews of privileged accounts to validate access rights, identify excessive or stale permissions, and enforce least privilege across PAM infrastructure. | mukul975/ | 34k | — | ~2k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 183 | Find, verify, and synthesize scientific literature — from "what's the seminal paper for X" through full multi-source reviews. | JimLiu/ | 228 | 4 repos | ~2.7k | Automated safety check: Pass | Apache-2.0 | 3 mo ago |
| 184 | 当用户明确要求"核查/优化综述 {主题}review.tex 的正文引用"或"运行 check-review-alignment"时使用。通过宿主 AI 的语义理解逐条核查引用是否与文献内容吻合，只在发现致命性引用错误时对"包含引用的句子"做最小化改写，并复用 systematic-literature-review 的渲染脚本输出… | InternScience/ | 172 | — | ~1.5k | Automated safety check: Pass | No licence | 6 mo ago |
| 185 | Search academic literature using Semantic Scholar, arXiv, and OpenAlex APIs. | lingzhi227/ | 390 | — | ~805 | Automated safety check: Pass | No licence | 7 mo ago |
| 186 | Design/audit systematic or scoping reviews from protocol through synthesis, certainty and living updates. | huang-sir1/ | 1.9k | — | ~4.3k | Automated safety check: Pass | Unknown | 20 days ago |
| 187 | A skill your agent uses when a developer needs to conduct systematic literature searches, find research papers, extract content from publications, or build evidence summaries from biomedical… | aws-samples/ | 274 | — | ~1.1k | Automated safety check: Pass | MIT-0 | 9 days ago |
| 188 | 当用户明确要求"从文件/图片/网页/描述中提取综述主题"、"生成主题+关键词+核心问题结构化输出"，或要求使用旧名 get-review-theme skill 时使用。支持文件（PDF/Word/Markdown/Tex）、文件夹、图片、自然语言描述、网页 URL 等多种输入源，自动识别输入类型并提取内容，生成可直接用于 research-literature-review… | huangwb8/ | 2.9k | — | ~666 | Automated safety check: Pass | MIT | 7 days ago |
| 189 | 189.Lit Review Structured literature search + synthesis with citation extraction, thematic clustering, and gap identification. | pedrohcgs/ | 1.7k | — | ~1.4k | Automated safety check: Pass | MIT | 13 days ago |
| 190 | 面向信息系统计算设计科学（CDS）研究，根据用户的数据、研究情境与研究问题，分别识别问题／理论视角和技术／算法两条文献对话线，检索并核验全文，制作可追溯的文献对话地图，最终澄清研究的最近邻、理论祖先、方法缺口与可辩护定位。适用于选题定位、相关工作规划、方法定位和后续综述；核心不是代写文献综述。 | haibarazz/ | 100 | — | ~558 | Automated safety check: Pass | No licence | 18 days ago |
| 191 | Automatically discover research methodology skills when working with research methodology, literature review, systematic review, evidence synthesis, academic research, or experimental design. | rand/ | 181 | — | ~2.2k | Automated safety check: Pass | MIT | 7 mo ago |
| 192 | Search scientific papers and retrieve structured experimental data extracted from full-text studies via the BGPT MCP server. | agent-skills-hub/ | 112 | 3 repos | ~715 | Automated safety check: Notes | MIT | 9 days ago |
