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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 | 1 mo ago |
| 2 | Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. | spacering-net/ | 3.9k | 14 repos | ~3.6k | Automated safety check: Pass | MIT | today |
| 3 | Structured hypothesis formulation from observations. An agent skill from spacering-net/codeg. | spacering-net/ | 3.9k | 14 repos | ~3.6k | Automated safety check: Notes | MIT | today |
| 4 | 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/ | 84k | 4 repos | ~1.3k | Automated safety check: Pass | MIT | today |
| 5 | 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 |
| 6 | Routes web research and platform lookups across 16 sites, including Twitter, Reddit, YouTube, Bilibili, Xiaohongshu and GitHub, through one command-line tool. | Panniantong/ | 95k | — | ~1.4k | Automated safety check: Pass | MIT | 2 days ago |
| 7 | Measures STL, OBJ, PLY or 3MF mesh files against additive manufacturing design limits and reports printability findings for each print process. | earthtojake/ | 19k | 2 repos | ~1.5k | Automated safety check: Pass | MIT | today |
| 8 | Researches a person or theme and distills how they think into a runnable persona skill with mental models, decision rules and a characteristic voice. | alchaincyf/ | 34k | — | ~4.6k | Automated safety check: Pass | MIT | 1 mo ago |
| 9 | 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 | 3 repos | ~2.5k | Automated safety check: Notes | No licence | 9 days ago |
| 10 | Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. | weapp-tailwindcss/ | 1.9k | 25 repos | ~3.5k | Automated safety check: Pass | MIT | today |
| 11 | 11.Last30days Research what people actually say about any topic in the last 30 days. | mvanhorn/ | 64k | — | ~7.9k | Automated safety check: Notes | MIT | today |
| 12 | 12.Peer Review Structured manuscript/grant review with checklist-based evaluation. | spacering-net/ | 3.9k | 17 repos | ~5.9k | Automated safety check: Notes | MIT | today |
| 13 | Fetches the TeX source of an arXiv paper from its URL, reads it and writes a markdown summary tied to the nanochat project. | karpathy/ | 59k | 1 repo | ~494 | Automated safety check: Pass | MIT | 1 mo ago |
| 14 | Verifies the technical accuracy of JavaScript concept pages by checking code examples, MDN and ECMAScript claims and external links through a five-phase method. | leonardomso/ | 67k | 1 repo | ~5k | Automated safety check: Pass | MIT | 29 days ago |
| 15 | 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 |
| 16 | 16.Networkx Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python. | zLanqing/ | 4.7k | 15 repos | ~3.2k | Automated safety check: Pass | BSD-3-Clause | 4 mo ago |
| 17 | Runs web-grounded searches through Perplexity's Sonar models over OpenRouter for current events, recent literature and cited facts beyond the model's training cutoff. | davila7/ | 33k | 11 repos | ~3.5k | Automated safety check: Notes | MIT | today |
| 18 | Evaluate research rigor. An agent skill from weapp-tailwindcss/weapp-tailwindcss. | weapp-tailwindcss/ | 1.9k | 22 repos | ~5.9k | Automated safety check: Notes | MIT | today |
| 19 | Creates, revises, audits and exports manuscript-ready scientific figures in Python or R, and routes AI-generated graphical abstracts to a separate workflow. | Yuan1z0825/ | 47k | — | ~2.9k | Automated safety check: Pass | Apache-2.0 | today |
| 20 | Drafts Chinese invention patent applications and technical disclosures from research papers or inventor materials, tying each claim feature to source evidence. | Yuan1z0825/ | 47k | 1 repo | ~1.1k | Automated safety check: Pass | Apache-2.0 | today |
| 21 | 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 | yesterday |
| 22 | Query and analyze scholarly literature using the OpenAlex database. | neflibata-feng/ | 126 | 12 repos | ~3k | Automated safety check: Pass | Unknown | yesterday |
| 23 | Reference guidance for checking every citation in academic writing against canonical sources such as DOI, arXiv, CrossRef and Semantic Scholar, to catch fake or wrong references. | Galaxy-Dawn/ | 5.7k | 2 repos | ~1.9k | Automated safety check: Pass | MIT | 17 days ago |
| 24 | Composes, revises or audits research proposals and opening reports through an evidence-first state machine with argument maps, section contracts and dynamic expert reviewers. | Yuan1z0825/ | 47k | 1 repo | ~1.1k | Automated safety check: Pass | MIT | today |
| 25 | Reference for RuView's research-grade WiFi sensing features: multistatic fusion, cross-viewpoint geometry, persistent field models, RF tomography, intention signals and mesh security. | ruvnet/ | 97k | — | ~1.2k | Automated safety check: Notes | MIT | today |
| 26 | 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 | 2 repos | ~3.9k | Automated safety check: Notes | MIT | yesterday |
| 27 | 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 |
| 28 | Analyzes Neuropixels recordings from SpikeGLX or Open Ephys through preprocessing, drift correction, Kilosort4 spike sorting, quality metrics and curation. | davila7/ | 33k | 9 repos | ~2.8k | Automated safety check: Pass | MIT | today |
| 29 | Systematic writing framework for philosophy and interdisciplinary academic papers from optimized outline to submission-ready manuscript. | lishix520/ | 1.4k | 2 repos | ~6.3k | Automated safety check: Pass | MIT | 9 mo ago |
| 30 | Comprehensive citation management for academic research. An agent skill from neflibata-feng/MyArxiv-Agent. | neflibata-feng/ | 126 | 19 repos | ~8.1k | Automated safety check: Notes | MIT | yesterday |
| 31 | Researches technology and advanced-manufacturing stocks by tracing supply-chain bottlenecks, with dated evidence, profit implications and conditions that would change the view. | muxuuu/ | 4.1k | — | ~1.9k | Automated safety check: Pass | MIT | 23 days ago |
| 32 | Systematically evaluate scholarly work using the ScholarEval framework, providing structured assessment across research quality dimensions including problem formulation, methodology, analysis, and… | spacering-net/ | 3.9k | 11 repos | ~3.2k | Automated safety check: Pass | MIT | today |
| 33 | Retrieve and analyze AlphaFold predicted structures for a protein. | google-deepmind/ | 3.2k | 2 repos | ~1.2k | Automated safety check: Pass | Apache-2.0 | today |
| 34 | 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 |
| 35 | Routes literature requests to lawful full-text sources: open access, publisher APIs, CNKI and institutional browser access, with a supporting-information gate. | Yuan1z0825/ | 47k | 2 repos | ~6k | Automated safety check: Pass | MIT | today |
| 36 | This skill enriches vague prompts with targeted research and clarification before execution. | severity1/ | 1.9k | 1 repo | ~1.7k | Automated safety check: Pass | MIT | 9 days ago |
| 37 | Formulate evidence-bounded scientific questions, candidate hypotheses, rival explanations, causal or associational claims, discriminating predictions, measurements, and preregistration-ready… | K-Dense-AI/ | 2.4k | 2 repos | ~3.9k | Automated safety check: Pass | MIT | yesterday |
| 38 | Supplies LaTeX templates and formatting rules for journals, conferences, posters, and grant proposals, then can check a draft against them. | davila7/ | 33k | 9 repos | ~5.1k | Automated safety check: Notes | MIT | today |
| 39 | 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 | today |
| 40 | 40.Sympy A skill your agent uses when working with symbolic mathematics in Python. | zLanqing/ | 4.7k | 15 repos | ~3.4k | Automated safety check: Pass | MIT | 4 mo ago |
| 41 | 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 | today |
| 42 | 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 | 7 days ago |
| 43 | Simulates a journal peer review of a manuscript with a five-seat reviewer panel, an editorial synthesizer and several review modes. | Imbad0202/ | 51k | — | ~11k | Automated safety check: Pass | Unknown | yesterday |
| 44 | Covers publication-ready matplotlib figures for academic papers, slides, and reports—bars, trends, scatter, heatmaps, and multi-panel layouts—with… | ChenLiu-1996/ | 8.3k | — | ~557 | Automated safety check: Pass | Unknown | today |
| 45 | Runs a bounded, source-grounded research loop that drafts a cited dossier and can propose a separately reviewed merge into an Obsidian vault. | AgriciDaniel/ | 15k | — | ~1.6k | Automated safety check: Pass | MIT | 29 days ago |
| 46 | 46.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 | yesterday |
| 47 | 47.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 |
| 48 | Execute autonomous multi-step research using Google Gemini Deep Research Agent. | sanjay3290/ | 432 | 9 repos | ~683 | Automated safety check: Notes | Apache-2.0 | 29 days ago |