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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 49 | Runs a two-axis deep research method on a product, company, concept or person: its full history over time, compared with peers today, delivered as a typeset PDF report. | KKKKhazix/ | 21k | — | ~2.1k | Automated safety check: Pass | MIT | 10 days ago |
| 50 | 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 |
| 51 | Structures benchmark and evaluation papers around five pillars, with a completeness audit, an Introduction logic chain, a section skeleton and a pre-submission checklist. | HKUSTDial/ | 8.8k | — | ~2.8k | Automated safety check: Pass | CC-BY-4.0 | 1 mo ago |
| 52 | Build or review source-backed descriptive, diagnostic, predictive, and prescriptive analysis for consequential decisions. | limingrui679-design/ | 1k | — | ~2.2k | Automated safety check: Pass | MIT | 5 days ago |
| 53 | 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 |
| 54 | 科研论文写作助手,提供 30 个 Prompt 模板覆盖论文写作全流程. An agent skill from alfonso0512/research-writing-skill. | alfonso0512/ | 490 | 1 repo | ~818 | Automated safety check: Pass | MIT | 2 mo ago |
| 55 | Deep research with hyperresearch, for Claude Code and OpenAI Codex. | jordan-gibbs/ | 3.8k | — | ~1.2k | Automated safety check: Pass | MIT | today |
| 56 | Read the open paper and write study annotations into its PDF with zotero-cli - a context box on the title, a four-part summary on the abstract, role-coded abstract highlights, one box per figure… | 54yyyu/ | 5.3k | — | ~1.5k | Automated safety check: Pass | MIT | 3 days ago |
| 57 | 学术论文写作检查与优化助手。基于 MLNLP-World 社区整理的论文写作技巧,帮助检查和优化学术论文。Use when: (1) 检查论文 LaTeX 格式和排版, (2) 优化公式符号使用, (3) 改进图表设计, (4) 润色英文学术表达, (5) 检查参考文献格式, (6) 投稿前终稿检查, (7) 用户询问论文写作技巧或规范。 | MLNLP-World/ | 4.7k | — | ~630 | Automated safety check: Pass | No licence | 15 days ago |
| 58 | 58.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 |
| 59 | Turns a refined research proposal into a claim-to-evidence-to-run-order roadmap instead of a sprawling benchmark wishlist. | zjYao36/ | 128 | 6 repos | ~2.3k | Automated safety check: Notes | No licence | 6 mo ago |
| 60 | Stops defensive writing across the entire paper lifecycle — writing, revising, cutting, and organizing experiments. | Adkid-Zephyr/ | 2.5k | 1 repo | ~1.6k | Automated safety check: Pass | MIT | 4 days ago |
| 61 | 61.Astropy Comprehensive Python library for astronomy and astrophysics. | zLanqing/ | 4.7k | 13 repos | ~2.9k | Automated safety check: Pass | BSD-3-Clause | 5 mo ago |
| 62 | 三层审查模型,逐段逐句验证文章真伪、证据链与逻辑结构。Use when the user asks to fact-check, verify, audit, or evaluate the credibility of an article, essay, report, opinion piece, social-media post, or any written claim —… | digoal/ | 8.6k | — | ~939 | Automated safety check: Pass | GPL-2.0 | 2 days ago |
| 63 | 63.Research Conduct preliminary research on a topic and generate research outline. | Weizhena/ | 2.3k | 2 repos | ~1.1k | Automated safety check: Pass | MIT | 1 mo ago |
| 64 | 64.LLM Council Run any question, idea, or decision through a council of 5 AI advisors who independently analyze it, peer-review each other anonymously, and synthesize a final verdict. | tenfoldmarc/ | 823 | 1 repo | ~4.2k | Automated safety check: Pass | No licence | 5 mo ago |
| 65 | Rebuilds or restyles diagrams as editable native Visio shapes from a reference image or .vsdx file, then exports .vsdx, PNG, SVG, PDF or PPTX. | pengjunchi0/ | 1k | — | ~2k | Automated safety check: Pass | MIT | 1 mo ago |
| 66 | 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 |
| 67 | 67.Paper2code Converts an arxiv paper into a minimal, citation-anchored Python implementation. | PrathamLearnsToCode/ | 1.5k | — | ~1.3k | Automated safety check: Pass | MIT | 6 mo ago |
| 68 | Pre-pipeline aggregator that scans AI agent cache directories (.claude, .cursor, .antigravity, .openclaw) or any user-specified directory for experimentation logs, extracts insights and numeric… | Ar9av/ | 679 | 1 repo | ~3.5k | Automated safety check: Pass | Unknown | 19 days ago |
| 69 | 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 |
| 70 | 70.Ljg Paper Explain research papers to readers without a specialist background: what the paper studies, what the authors contribute, how the findings follow, and what the evidence does not establish. | lijigang/ | 7.5k | — | ~798 | Automated safety check: Pass | MIT | 3 days ago |
| 71 | Query ClinicalTrials.gov via APIv2. An agent skill from google-deepmind/science-skills. | google-deepmind/ | 3.2k | 2 repos | ~3.2k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 72 | Audits or rewrites the statistical reporting in a manuscript: experimental units, replication, tests, uncertainty and figure legends, without inventing missing details. | Yuan1z0825/ | 47k | 2 repos | ~2.1k | Automated safety check: Pass | Apache-2.0 | today |
| 73 | 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 |
| 74 | Estimates reaction fluxes inside cells from steady-state carbon-13 labeling data with a bundled mfapy-based solver, and reports which fluxes the data pin down. | K-Dense-AI/ | 48k | 1 repo | ~3.2k | Automated safety check: Pass | MIT | 6 days ago |
| 75 | 75.Llmwiki Build and use a persistent, citation-traceable knowledge wiki from documents, research papers, notes, or project documentation. | atomicstrata/ | 2.2k | — | ~814 | Automated safety check: Pass | MIT | yesterday |
| 76 | 76.Zotero CLI Reads and edits a Zotero library from the shell with zotero-cli: search by keyword or meaning, read PDF text, manage tags, notes and collections, and export bibliographies. | 54yyyu/ | 5.3k | — | ~2.3k | Automated safety check: Pass | MIT | 3 days ago |
| 77 | 77.X Research General-purpose X/Twitter research agent. An agent skill from rohunvora/x-research-skill. | rohunvora/ | 1.2k | — | ~1.6k | Automated safety check: Pass | No licence | 7 mo ago |
| 78 | 78.Paper Search Search, download, and read academic papers from 20+ sources (arXiv, PubMed, Semantic Scholar, CrossRef, etc). | openags/ | 2.8k | — | ~1.2k | Automated safety check: Notes | MIT | 9 days ago |
| 79 | 79.Paperjury Three modes for CS-conference papers (CVPR/ICCV/ECCV vision, ACL/EMNLP/NAACL NLP, ICLR/NeurIPS/ICML/AAAI ML). | Spark-To-Paper-Skills/ | 1.2k | — | ~5.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 80 | Creative research ideation and exploration. An agent skill from spacering-net/codeg. | spacering-net/ | 3.9k | 13 repos | ~2k | Automated safety check: Pass | MIT | today |
| 81 | Generate a high-quality deep-reading note for a single paper and write it into an Obsidian-style vault. | 917Dhj/ | 1.2k | 1 repo | ~5.9k | Automated safety check: Pass | MIT | yesterday |
| 82 | Read research outline, launch independent agent for each item for deep research. | Weizhena/ | 2.3k | 2 repos | ~850 | Automated safety check: Notes | MIT | 1 mo ago |
| 83 | 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 |
| 84 | Perform advanced search on CNKI with field filters like author, title, journal, date range, source category (SCI/EI/CSSCI/北大核心). | cookjohn/ | 983 | 2 repos | ~1.8k | Automated safety check: Pass | No licence | 7 mo ago |
| 85 | 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 |
| 86 | Chains research-refine and experiment-plan to turn a vague research direction into a focused proposal and a claim-driven experiment roadmap. | zjYao36/ | 128 | 5 repos | ~1.4k | Automated safety check: Notes | No licence | 6 mo ago |
| 87 | Guides an agent through reproducing papers built on the CHARLS health and retirement survey, from variable mapping to cognition, depression and isolation scores. | xjtulyc/ | 617 | 1 repo | ~1.8k | Automated safety check: Pass | No licence | 7 mo ago |
| 88 | A skill your agent uses when needing clinical significance, pathogenicity classifications (e.g., Pathogenic, Benign, VUS), clinical evidence rationales, or finding "hard positive" benchmark controls… | google-deepmind/ | 3.2k | 2 repos | ~3.9k | Automated safety check: Notes | Apache-2.0 | 2 days ago |
| 89 | 89.Jev Social Run browser-grounded, read-only social research through Jev Social when a user wants posts, profiles, comments, video evidence, or a source-linked report from Instagram, TikTok, or LinkedIn and the… | socai-io/ | 158 | 2 repos | ~1.5k | Automated safety check: Pass | MIT | 9 days ago |
| 90 | Turns a broad metabolic modelling topic into a concrete, paper-shaped plan with organism, model, perturbations, metrics and figures before any FBA code is written. | aiming-lab/ | 15k | — | ~1.9k | Automated safety check: Pass | MIT | 1 mo ago |
| 91 | A skill your agent uses when the user wants a research paper, arXiv/DOI link, or research topic turned into academic slides — journal club / lab meeting (组会汇报), thesis defense (答辩幻灯片), or conference… | luwill/ | 862 | — | ~1.9k | Automated safety check: Pass | MIT | yesterday |
| 92 | 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 |
| 93 | A skill your agent uses when the user asks to search or review academic papers, retrieve scholarly metadata or citation counts, validate or deduplicate scholarly records, find an author's… | ustc-ai4science/ | 668 | — | ~1.1k | Automated safety check: Pass | MIT | 1 mo ago |
| 94 | A skill your agent uses when the user has a research question and needs a complete experiment package — design document, runnable code, results (measured or simulated with honest provenance)… | ai4s-research/ | 237 | 2 repos | ~2.5k | Automated safety check: Pass | MIT | 2 mo ago |
| 95 | 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 |
| 96 | Drafts the Introduction of a technical paper as six paragraphs of flowing prose, positioning the work and matching contributions to challenges, with an outline on request. | HKUSTDial/ | 8.8k | — | ~2.4k | Automated safety check: Pass | CC-BY-NC-SA-4.0 | 1 mo ago |