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Literature review
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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Builds a structured deep-reading card for one scientific paper, covering methods, how experiments support claims, limitations and research ideas, with a script to prepare the source. | Yuan1z0825/ | 47k | 2 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 | today |
| 2 | Screens records for systematic, scoping and rapid reviews against fixed eligibility rules, using two blinded AI reviewers and a third adjudicator, with traceable PRISMA counts. | Imbad0202/ | 51k | — | ~8.4k | Automated safety check: Pass | Unknown | yesterday |
| 3 | Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.). | neflibata-feng/ | 126 | 20 repos | ~5.9k | Automated safety check: Notes | MIT | today |
| 4 | Searches bioRxiv life sciences preprints by keyword, author, date range or category with a Python script, returning JSON metadata and optional PDF downloads. | LigphiDonk/ | 739 | 12 repos | ~3.7k | Automated safety check: Pass | MIT | 5 mo ago |
| 5 | Runs a 12-agent pipeline that plans, drafts, cites, reviews and formats academic papers, with modes for revision, rebuttals, abstracts and citation checks. | Imbad0202/ | 51k | — | ~16k | Automated safety check: Pass | Unknown | yesterday |
| 6 | Runs multi-round research in three stages with a persisted state file, evidence tracking and a long-form report with per-claim citations. | TokenRhythm/ | 7.1k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 7 | Execute autonomous multi-step research using Google Gemini Deep Research Agent. | sanjay3290/ | 432 | 9 repos | ~683 | Automated safety check: Notes | Apache-2.0 | 1 mo ago |
| 8 | Orchestrates a ten-stage academic workflow from research to finished manuscript, including integrity checks, two rounds of peer review and revision. | Imbad0202/ | 51k | — | ~15k | Automated safety check: Pass | Unknown | yesterday |
| 9 | A router skill that sends academic work such as literature reviews, drafting, citation checks, peer review and revision to the right workflow in the ARS suite. | Imbad0202/ | 12k | — | ~12k | Automated safety check: Pass | Unknown | 7 days ago |
| 10 | 10.Econ Write Expert economics paper writing assistant synthesizing advice from 50+ top guides by Cochrane, McCloskey, Shapiro, Head, Bellemare, Goldin, Glaeser, Kremer, and other leading economists. | hanlulong/ | 651 | 2 repos | ~14k | Automated safety check: Pass | MIT | 2 mo ago |
| 11 | Searches arXiv across many papers on one topic, extracts each paper's methodology and findings in parallel, and synthesizes a cited literature review. | bytedance/ | 84k | 2 repos | ~4.3k | Automated safety check: Pass | MIT | today |
| 12 | Searches arXiv, fetches metadata, generates BibTeX, downloads PDFs and finds citations and related papers using a bundled Python script. | XiaomiMiMo/ | 14k | — | ~1.5k | Automated safety check: Pass | MIT | 2 days ago |
| 13 | Runs a 13-agent pipeline for rigorous academic research, from forming the question through systematic search, synthesis, bias checks and an APA 7.0 report. | Imbad0202/ | 51k | — | ~13k | Automated safety check: Pass | Unknown | yesterday |
| 14 | Step 3 of the PaperOrchestra pipeline (arXiv:2604.05018). An agent skill from Ar9av/PaperOrchestra. | Ar9av/ | 679 | 1 repo | ~5.2k | Automated safety check: Pass | Unknown | 19 days ago |
| 15 | Searches DBLP for papers from top conferences such as CVPR, ICLR and NeurIPS, adds Semantic Scholar data, scores them and writes a yearly Obsidian note. | juliye2025/ | 1.7k | — | ~2.5k | Automated safety check: Pass | No licence | 26 days ago |
| 16 | Writes the research-status literature review and critique section of an NSFC grant proposal, backed by a bundled multi-source literature search. | HuiyuLi-2000/ | 439 | 1 repo | ~1.4k | Automated safety check: Notes | MIT | 3 mo ago |
| 17 | An 18-agent pipeline that turns one topic line into a drafted research paper, literature review, or thesis chapter. | federicodeponte/ | 507 | — | ~8.2k | Automated safety check: Pass | Apache-2.0 | 9 days ago |
| 18 | A skill your agent uses when writing or revising Introduction, Related Work, background, literature synthesis, or any section where references must drive claims | Norman-bury/ | 3.4k | — | ~952 | Automated safety check: Pass | MIT | 4 mo ago |
| 19 | 根据用户提供的论文主题,进行系统性中英文文献回顾(Literature Survey). An agent skill from stephenlzc/AI-Powered-Literature-Review-Skills. | stephenlzc/ | 175 | 1 repo | ~4.5k | Automated safety check: Pass | MIT | 1 mo ago |
| 20 | A skill your agent uses when finding, comparing, reading, or monitoring arXiv papers, including requests for abstracts, citation graphs, original LaTeX, section-level technical details, or… | blazickjp/ | 3.2k | — | ~353 | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 21 | Write LaTeX ML/AI review articles for arXiv using the IEEEtran template and verified BibTeX citations. | appautomaton/ | 458 | — | ~2.3k | Automated safety check: Pass | MIT | 27 days ago |
| 22 | Step 1 of the PaperOrchestra pipeline (arXiv:2604.05018). An agent skill from Ar9av/PaperOrchestra. | Ar9av/ | 679 | 1 repo | ~1.6k | Automated safety check: Pass | Unknown | 19 days ago |
| 23 | 23.Research Lit Search and analyze research papers, find related work, summarize key ideas. | CurryTang/ | 176 | 5 repos | ~963 | Automated safety check: Notes | No licence | 6 mo ago |
| 24 | Security code review for vulnerabilities. An agent skill from getsentry/skills. | getsentry/ | 1k | 4 repos | ~2.9k | Automated safety check: Notes | CC-BY-SA-4.0 | yesterday |
| 25 | A decision board for evidence-based calls — the human adjudicates, the agent runs the errands. | tigerless-labs/ | 230 | — | ~4.2k | Automated safety check: Pass | MIT | 1 mo ago |
| 26 | Help with humanities scholarly writing: sharpen research questions, map supplied readings, plan and draft arguments, review chapters, preserve authorial voice, and respond to reviewers. | tizzy916/ | 436 | — | ~3.4k | Automated safety check: Pass | CC-BY-NC-4.0 | 19 days ago |
| 27 | Run the four paper-quality autoraters from PaperOrchestra (arXiv:2604.05018, App. | Ar9av/ | 679 | 1 repo | ~1.6k | Automated safety check: Pass | Unknown | 19 days ago |
| 28 | Helps draft, diagnose, review and revise social science papers, from topic and research question to literature review, citation risks and pre-submission checks. | fakerqwq/ | 382 | — | ~7k | Automated safety check: Pass | No licence | 4 mo ago |
| 29 | Searches arXiv for recent papers matching your research interests, scores them and writes a daily recommendation note into an Obsidian vault. | juliye2025/ | 1.7k | — | ~4.3k | Automated safety check: Pass | No licence | 26 days ago |
| 30 | Searches and downloads legally accessible academic PDFs, OCRs them to Markdown, and organizes the results into a traceable, AI-readable literature library. | LigphiDonk/ | 739 | — | ~1.1k | Automated safety check: Pass | MIT | 5 mo ago |
| 31 | Writes ML/AI review and survey papers for arXiv using the IEEEtran LaTeX template with verified BibTeX citations. | yunshenwuchuxun/ | 267 | — | ~3.2k | Automated safety check: Pass | MIT | 6 mo ago |
| 32 | Builds a single-file HTML survey paper on an AI or ML topic from a research bundle the agent curates, with prose and SVG figures written by Kimi K2.6. | dair-ai/ | 614 | 2 repos | ~2.1k | Automated safety check: Notes | MIT | 2 mo ago |
| 33 | Revise Chinese or English academic writing for lower unnecessary textual overlap while preserving meaning, evidence, numbers, equations, terminology, and citations. | lin1111-1/ | 102 | — | ~1.1k | Automated safety check: Pass | MIT | 1 mo ago |
| 34 | Domain-configurable Zotero-to-Obsidian literature curation and paper close-reading skill. | ganzoth/ | 160 | — | ~2.3k | Automated safety check: Pass | MIT | 5 mo ago |
| 35 | Create GitHub issues for cuga-agent (bugs, features, epics, designs, and related work) against origin using gh, with epic → feature → issue hierarchy and GraphQL sub-issue linking. | cuga-project/ | 896 | — | ~1.2k | Automated safety check: Pass | Unknown | yesterday |
| 36 | Finds recent arXiv and bioRxiv papers on a topic, narrows them in stages to one pick per field, and writes bilingual Chinese and English summaries. | Galaxy-Dawn/ | 5.7k | — | ~1k | Automated safety check: Pass | MIT | 18 days ago |
| 37 | CS 顶会论文写作全流程 Skill(7-Agent Pipeline)。覆盖从选题到投稿的完整管线:Idea 生成、Literature Review、Method 设计、Experiment 方案、Paper Writing、模拟审稿、Rebuttal。 | SGloria/ | 149 | — | ~1.9k | Automated safety check: Pass | MIT | 5 mo ago |
| 38 | Compile a structured literature survey on any AI/ML topic. An agent skill from rohitg00/pro-workflow. | rohitg00/ | 2.9k | — | ~1.6k | Automated safety check: Pass | No licence | 12 days ago |
| 39 | Orchestrate the full PaperOrchestra (Song et al., 2026, arXiv:2604.05018) five-agent pipeline to turn unstructured research materials (idea, experimental log, LaTeX template, conference guidelines… | Ar9av/ | 679 | 1 repo | ~3.5k | Automated safety check: Pass | Unknown | 19 days ago |
| 40 | 40.Paper Skill End-to-end, Chinese-first academic research and publication workflow for reading papers, literature reviews, research framing, manuscript planning and writing, Chinese-English translation, LaTeX… | cLin-c/ | 119 | — | ~2.6k | Automated safety check: Pass | MIT | 15 days ago |
| 41 | Finds, annotates, cites and tracks academic papers through subcommands for searching, turning a PDF into an annotated webpage, and daily paper discovery. | sjqsgg/ | 147 | — | ~4.1k | Automated safety check: Pass | MIT | 7 mo ago |
| 42 | A skill your agent uses when the user asks to write or draft an ORIGINAL RESEARCH ARTICLE — IMRaD paper, conference paper, short/workshop paper, 研究论文/期刊论文/会议论文 — reporting their own completed… | luwill/ | 862 | — | ~1.9k | Automated safety check: Pass | No licence | yesterday |
| 43 | Explains a research paper to a non-specialist reader: what was studied, what was contributed, how the findings follow, and what the evidence does not establish. | lijigang/ | 138 | — | ~712 | Automated safety check: Pass | MIT | 7 mo ago |
| 44 | 44.Neuroarxiv Grounds a coding agent's architecture decisions in real arXiv prior art before it builds something new. | UditAkhourii/ | 433 | — | ~3.1k | Automated safety check: Pass | MIT | 23 days ago |
| 45 | Generates structured literature survey reports from collected papers using a multi-stage pipeline: outline generation (query-type adaptive) → draft survey → section-by-section expansion → summary… | EvoScientist/ | 478 | 3 repos | ~2.5k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 46 | Decision-grade research, three ways: draft a deep-research prompt for the user to run in their own tool (ChatGPT, Gemini, Grok, Perplexity, …), process a finished research report — file it, distill… | delorenj/ | 445 | — | ~2.3k | Automated safety check: Pass | MIT | 17 days ago |
| 47 | Guides you through writing a systematic literature review to the PRISMA 2020 checklist, producing a journal-format Word manuscript, a flow diagram and APA 7th references. | keemanxp/ | 102 | 1 repo | ~7.1k | Automated safety check: Pass | MIT | 6 mo ago |
| 48 | Summarize, organize, and normalize messy research materials into an IEEE-ready writing brief before manuscript drafting. | CloudWave818/ | 359 | — | ~924 | Automated safety check: Pass | MIT | 2 mo ago |