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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 49 | Collects content from WeChat articles, web pages, YouTube, podcasts, documents and more, uploads it to NotebookLM and generates podcasts, slides or mind maps. | joeseesun/ | 6.2k | — | ~3.6k | Automated safety check: Pass | MIT | 6 days ago |
| 50 | 50.Peer Review Prepare evidence-bounded, constructive peer-review drafts and structured manuscript assessments. | K-Dense-AI/ | 2.4k | 2 repos | ~3.1k | Automated safety check: Notes | MIT | 2 days ago |
| 51 | Summarize what changed in an Outline collection since a date; use when the user asks what is new, what was updated, or wants a digest of recent documents. | outline/ | 41k | — | ~498 | Automated safety check: Pass | Unknown | today |
| 52 | 52.Cnki Export Export paper from CNKI and push to Zotero, or save as RIS file. | cookjohn/ | 983 | 2 repos | ~1.7k | Automated safety check: Pass | No licence | 7 mo ago |
| 53 | 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 |
| 54 | A skill your agent uses when building reusable Obsidian glossary notes from an existing paper source manifest, optionally with a raw-sections override, especially when a reader needs a reviewed… | 917Dhj/ | 1.2k | 1 repo | ~1.5k | Automated safety check: Pass | MIT | yesterday |
| 55 | A skill your agent uses when a researcher is choosing, framing, refining, or stress-testing a research question, hypothesis, thesis topic, project idea, grant direction, paper angle, or stalled… | Rimagination/ | 305 | 1 repo | ~4.3k | Automated safety check: Pass | MIT | 18 days ago |
| 56 | Improve the clarity and voice of AI-assisted academic writing (papers, theses, rebuttals) and funding proposals (NSF Project Summary/Description, NIH Specific Aims): preserve scholarly conventions… | AIScientists-Dev/ | 1.9k | 1 repo | ~4.2k | Automated safety check: Pass | MIT | 3 mo ago |
| 57 | Academic-grade scientific figure creation for Nature/Cell/Science journals. | TingxiYu/ | 483 | 1 repo | ~7k | Automated safety check: Pass | Apache-2.0 | 3 mo ago |
| 58 | A skill your agent uses when the user needs to turn a real software engineering / computer science project and an existing thesis draft into a submission-ready undergraduate thesis manuscript. | AAASS554/ | 539 | 1 repo | ~3.2k | Automated safety check: Pass | MIT | 3 mo ago |
| 59 | Query the ChEMBL database for bioactive molecules, drug targets, bioactivity data, approved drugs, and chemical structures. | google-deepmind/ | 3.2k | 2 repos | ~2.9k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 60 | Plans and structures academic decks for conference talks, seminars, thesis defenses and grant briefings, with argument-first slides, and leaves file creation to the PPTX skill. | Gabberflast/ | 1.1k | 1 repo | ~1.9k | Automated safety check: Pass | Proprietary | 2 mo ago |
| 61 | 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 |
| 62 | 62.Qmd Local hybrid search for markdown notes and docs. An agent skill from alsk1992/CloddsBot. | alsk1992/ | 3k | 3 repos | ~1.2k | Automated safety check: Pass | MIT | 8 days ago |
| 63 | 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 |
| 64 | 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 |
| 65 | 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 |
| 66 | A skill your agent uses whenever datasets, cloud storage buckets, or data pipelines are mentioned — creating, saving, querying, listing, exploring, deleting, or processing data in S3, GCS, Azure… | datachain-ai/ | 2.8k | — | ~3k | Automated safety check: Pass | Apache-2.0 | today |
| 67 | 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 |
| 68 | 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 |
| 69 | Deep research with hyperresearch, for Claude Code and OpenAI Codex. | jordan-gibbs/ | 3.8k | — | ~1.2k | Automated safety check: Pass | MIT | today |
| 70 | Generate structured video transcripts from local files or video URLs using Gemini Files API. | udecode/ | 17k | — | ~1.5k | Automated safety check: Pass | Unknown | yesterday |
| 71 | 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 |
| 72 | 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 |
| 73 | 73.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 |
| 74 | 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 |
| 75 | 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 |
| 76 | Creates, inspects and updates Obsidian JSON Canvas boards in a vault, with text, file, link, group and edge nodes, using safe recoverable edits. | AgriciDaniel/ | 15k | — | ~1.4k | Automated safety check: Pass | MIT | 1 mo ago |
| 77 | 77.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 |
| 78 | 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 |
| 79 | 79.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 |
| 80 | 80.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 |
| 81 | Answer questions from the Outline knowledge base with quotes and links to the source documents; use when the user asks what the team knows, documented, or decided about a topic. | outline/ | 41k | — | ~537 | Automated safety check: Pass | Unknown | today |
| 82 | 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 |
| 83 | 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 |
| 84 | 84.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 |
| 85 | This skill helps plan, select, produce, and market Xiaohongshu (RED) virtual/digital products — templates, knowledge bases, test tools, study materials. | chenjin-cmd/ | 729 | — | ~862 | Automated safety check: Pass | MIT | 10 days ago |
| 86 | 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 |
| 87 | 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 |
| 88 | 88.Ontology Typed knowledge graph for structured agent memory and composable skills. | 1mancompany/ | 442 | 2 repos | ~1.5k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 89 | 89.Soul Embody this digital identity. An agent skill from aeonfun/soul.md. | aeonfun/ | 687 | 1 repo | ~1.1k | Automated safety check: Pass | MIT | 1 mo ago |
| 90 | 90.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 |
| 91 | 91.3D Brain A skill your agent uses when someone asks to build a 3D brain, visualize their AIOS or second brain, turn their knowledge into an interactive graph, or run /3d-brain or /3D brain. | nateherkai/ | 1.6k | — | ~2.1k | Automated safety check: Pass | Unknown | 1 mo ago |
| 92 | 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 |
| 93 | Searches, summarizes, compares and answers questions from an already configured AutoRAG librarian agent over local documents and authorized datasources. | Marker-Inc-Korea/ | 5.1k | — | ~2.1k | Automated safety check: Pass | MIT | today |
| 94 | 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 |
| 95 | 95.Openkb A skill your agent uses when the user asks about content in their OpenKB knowledge base — research topics, concepts compiled from their documents, cross-document synthesis — or mentions openkb, an… | VectifyAI/ | 4.8k | 1 repo | ~2k | Automated safety check: Warn | Apache-2.0 | 2 mo ago |
| 96 | Turns books, PDFs, slides and web pages into a source-grounded knowledge base and an interactive learning page in English or Chinese, with quizzes, relationship maps and reusable methodology notes. | dmoshehun-prog/ | 947 | — | ~7.9k | Automated safety check: Pass | MIT | 4 days ago |