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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Lets Claude Code ask questions of your Google NotebookLM notebooks through browser automation and return answers grounded in your uploaded sources. | PleasePrompto/ | 7.8k | 14 repos | ~2.4k | Automated safety check: Notes | MIT | 27 days ago |
| 2 | Researches a GitHub repository over four rounds using the GitHub API and web search, then writes a structured markdown report with timeline, metrics and Mermaid diagrams. | bytedance/ | 83k | 5 repos | ~1.3k | Automated safety check: Pass | MIT | today |
| 3 | Searches the web through the Tavily API with LLM-friendly output: clean structured results, optional AI-written answers, domain filters, news mode, images and raw content. | allenpeng0705/ | 3.1k | 4 repos | ~2.5k | Automated safety check: Notes | No licence | 7 days ago |
| 4 | Research what people actually say about any topic in the last 30 days. | mvanhorn/ | 64k | — | ~7.8k | Automated safety check: Notes | MIT | today |
| 5 | 5.Networkx Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python. | zLanqing/ | 4.6k | 16 repos | ~3.2k | Automated safety check: Pass | BSD-3-Clause | 4 mo ago |
| 6 | Creates, revises, audits and exports manuscript-ready scientific figures in Python or R, and routes AI-generated graphical abstracts to a separate workflow. | Yuan1z0825/ | 46k | — | ~2.9k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 7 | Finds papers in OpenAlex, PubMed and Google Scholar, turns DOIs, PMIDs and arXiv IDs into clean BibTeX, and validates citations for a manuscript or thesis. | K-Dense-AI/ | 2.4k | 3 repos | ~3.9k | Automated safety check: Notes | MIT | 7 days ago |
| 8 | Searches bioRxiv life sciences preprints by keyword, author, date range or category with a Python script, returning JSON metadata and optional PDF downloads. | LigphiDonk/ | 738 | 13 repos | ~3.7k | Automated safety check: Pass | MIT | 5 mo ago |
| 9 | Analyzes Neuropixels recordings from SpikeGLX or Open Ephys through preprocessing, drift correction, Kilosort4 spike sorting, quality metrics and curation. | davila7/ | 32k | 10 repos | ~2.8k | Automated safety check: Pass | MIT | today |
| 10 | Searches arXiv, fetches metadata, generates BibTeX, downloads PDFs and finds citations and related papers using a bundled Python script. | XiaomiMiMo/ | 14k | 1 repo | ~1.5k | Automated safety check: Pass | MIT | 4 days ago |
| 11 | 11.Sympy A skill your agent uses when working with symbolic mathematics in Python. | zLanqing/ | 4.6k | 16 repos | ~3.4k | Automated safety check: Pass | MIT | 4 mo ago |
| 12 | Renders ready-made scientific figure templates, such as raincloud plots, Taylor diagrams and chord diagrams, from bundled Python scripts in the MathModel sandbox. | jihe520/ | 6.2k | — | ~627 | Automated safety check: Notes | No licence | 4 days ago |
| 13 | Covers publication-ready matplotlib figures for academic papers, slides, and reports—bars, trends, scatter, heatmaps, and multi-panel layouts—with… | ChenLiu-1996/ | 8.2k | — | ~557 | Automated safety check: Pass | Unknown | 2 days ago |
| 14 | Runs Cantera constant-volume or constant-pressure ignition simulations and reports temperature-based ignition delay with mechanism provenance and checks. | K-Dense-AI/ | 48k | 2 repos | ~2.2k | Automated safety check: Pass | MIT | 2 days ago |
| 15 | Build or review source-backed descriptive, diagnostic, predictive, and prescriptive analysis for consequential decisions. | limingrui679-design/ | 989 | — | ~2.2k | Automated safety check: Pass | MIT | 2 days ago |
| 16 | 16.Astropy Comprehensive Python library for astronomy and astrophysics. | zLanqing/ | 4.6k | 14 repos | ~2.9k | Automated safety check: Pass | BSD-3-Clause | 4 mo ago |
| 17 | 17.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 |
| 18 | Writes a submission-ready NSFC budget justification as a LaTeX project and renders budget.pdf from your grant proposal text and supporting materials. | huangwb8/ | 2.9k | 2 repos | ~1.4k | Automated safety check: Pass | MIT | 3 days ago |
| 19 | 把一道解析几何题解成一个自包含的交互教学网页:左栏题面 + 动态控制台(一个 可变参数滑块驱动实时重算的几何量 + 理论范围/定值指示),中栏 KaTeX 分步解析,右栏 2D Canvas 动态几何画板(椭圆/双曲线/抛物线/圆 + 动直线/动点 + 向量 + 标注 + 画笔涂鸦)。 | wy51ai/ | 1.4k | 1 repo | ~1.6k | Automated safety check: Pass | Apache-2.0 | 9 days ago |
| 20 | Builds a scoring-aligned outline for a mathematical modeling paper and a model selection plan with baseline, improvement and validation experiments. | yushui2022/ | 452 | 1 repo | ~1.8k | Automated safety check: Pass | MIT | today |
| 21 | 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 | 23 days ago |
| 22 | Writes the research-status literature review and critique section of an NSFC grant proposal, backed by a bundled multi-source literature search. | HuiyuLi-2000/ | 432 | 1 repo | ~1.4k | Automated safety check: Notes | MIT | 3 mo ago |
| 23 | 把一道立体几何题解成一个自包含的交互教学网页:左侧 MathJax 分步解析, 右侧 Three.js 可交互 3D 模型(分步高亮 + 镜头切换)。支持三种入口——给定文字题目、 随机出题、上传题目图片识别后解题。覆盖正方体/长方体、棱锥/棱柱、圆柱/圆锥上的线面角、 二面角、异面直线夹角、点到平面距离、体积等题型,统一用"建系+向量法",并由 sympy 精确 计算驱动(答案、3D… | wy51ai/ | 1.4k | 1 repo | ~1.1k | Automated safety check: Pass | Apache-2.0 | 9 days ago |
| 24 | Researches Chinese market, macro, trade, procurement, listed-company and regulatory information from free official sources that need no sign-up or API key. | OpenSenseNova/ | 5.7k | 1 repo | ~954 | Automated safety check: Notes | MIT | 20 days ago |
| 25 | 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 |
| 26 | 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 | 6 days ago |
| 27 | 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 | 2 days ago |
| 28 | Indexes research papers on the Hugging Face Hub from arXiv, links them to models and datasets, claims authorship and generates markdown research articles from templates. | huggingface/ | 11k | 5 repos | ~4.2k | Automated safety check: Pass | Apache-2.0 | 6 days ago |
| 29 | A skill your agent uses when the user needs multi-source research with citation tracking, evidence persistence, and structured report generation. | ultralisp/ | 258 | 2 repos | ~1.1k | Automated safety check: Pass | No licence | 24 days ago |
| 30 | Three-role workflow for math modeling contests: problem analysis, code and results, then a paper, with independent subagent checks at each stage gate. | XiaoMaColtAI/ | 1.9k | — | ~1.2k | Automated safety check: Pass | No licence | today |
| 31 | 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/ | 168 | 1 repo | ~4.5k | Automated safety check: Pass | MIT | 1 mo ago |
| 32 | 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 | 2 days ago |
| 33 | Analyzes genetic variant effects on gene expression (RNA-seq), chromatin accessibility (DNASE), histone marks (ChIP), and transcription factors using the AlphaGenome API. | google-deepmind/ | 3.2k | 2 repos | ~3k | Automated safety check: Notes | Apache-2.0 | 22 days ago |
| 34 | 34.Zotero Use Zotero Desktop to enable/probe the local API, search a local Zotero library, list items/collections/tags, export BibTeX, insert citation keys into LaTeX or Markdown drafts, read indexed full… | congcongwang0122/ | 200 | — | ~1.6k | Automated safety check: Pass | No licence | 1 mo ago |
| 35 | A skill your agent uses when designing, reviewing, or implementing single-cell RNA-seq QC in Python or R with a human-in-the-loop, data-driven approach. | xuzhougeng/ | 1k | — | ~1.6k | Automated safety check: Pass | AGPL-3.0 | today |
| 36 | A skill your agent uses when the user wants a comprehensive literature survey on a specific research topic. | ai4s-research/ | 237 | 2 repos | ~2k | Automated safety check: Pass | MIT | 2 mo ago |
| 37 | Plans, runs, and documents analytical method validation, verification, or transfer studies under ICH Q2(R2)/Q14, USP, ICH M10, CLSI EP, or ISO/IEC 17025. | K-Dense-AI/ | 48k | 1 repo | ~4.9k | Automated safety check: Notes | MIT | 2 days ago |
| 38 | 38.Tw Legal RAG Retrieve real Taiwan court judgments with verifiable citations before answering any question about Taiwan law or case law. | aa0101181514/ | 327 | — | ~580 | Automated safety check: Pass | Unknown | 3 days ago |
| 39 | Routes literature searches through the PaperSeek launcher, picks suitable scholarly sources, parses JSON output and keeps API keys out of the chat. | MingfengHong/ | 200 | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 40 | 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 | 23 days ago |
| 41 | A skill your agent uses when a user has cloned PaperGraph MCP and asks to install, initialize, configure, set up, or start using it with an agent or MCP client. | lotchuazzz-crypto/ | 285 | — | ~3.3k | Automated safety check: Pass | MIT | today |
| 42 | Reference patterns for writing qiskit 2.x code for variational quantum machine learning: feature maps, VQC training, VQE for chemistry, MPS circuits and noise models. | aiming-lab/ | 15k | — | ~4.7k | Automated safety check: Pass | MIT | 1 mo ago |
| 43 | Searches and downloads legally accessible academic PDFs, OCRs them to Markdown, and organizes the results into a traceable, AI-readable literature library. | LigphiDonk/ | 738 | — | ~1.1k | Automated safety check: Pass | MIT | 5 mo ago |
| 44 | Predicts how small molecules bind to a protein with DiffDock, covering batch docking, pose ranking by confidence and checks on the results; not for binding affinity. | K-Dense-AI/ | 48k | 1 repo | ~3k | Automated safety check: Notes | MIT | 2 days ago |
| 45 | Develop high-performance C/C++ plugins for Stata using the stplugin.h SDK. | dylantmoore/ | 291 | 1 repo | ~5.8k | Automated safety check: Pass | Unknown | 6 mo ago |
| 46 | Writes ML/AI review and survey papers for arXiv using the IEEEtran LaTeX template with verified BibTeX citations. | yunshenwuchuxun/ | 265 | — | ~3.2k | Automated safety check: Pass | MIT | 6 mo ago |
| 47 | Writes Chinese and English abstracts for NSFC grant applications, with a recommended title and five alternatives, within set character limits. | huangwb8/ | 2.9k | 1 repo | ~1.3k | Automated safety check: Pass | MIT | 3 days ago |
| 48 | 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 |