Agent skills you can check before you install
Public SKILL.md skills from GitHub repositories with 50+ stars and from the vendors themselves, scanned and scored. Install any of them with one command in Claude Code, Cursor, Codex, GitHub Copilot or Gemini CLI.
14,533 skills from 417 repositories · updated 9 hours ago
966 skills
- research-meme-contextMemeMeow-Studio/MemeMeowResearch evidence-backed structured representations of image memes, including visible subjects, caption text, templates, references, origins, current meaning, and uncertainty. Use when Codex must investigate a meme image with web or reverse-image search, trace a quoted caption or visual reference, assess candidates from online results, or produce cited meme metadata whose meaning may be time-sensitive.ScienceNo warnings★ 1.3K↓ —
- skillpack-creatorCreminiAI/skillpackCreate a reusable SkillPack from a successful completed task. Use when the user wants to convert a one-off research, coding, analysis, or content workflow into a distributable local SkillPack with `skillpack.json`, local skills under `skills/`, starter prompts, start scripts, and an optional zip package.ScienceNo warnings★ 1.2K↓ —
- spritekitdpearson2699/swift-ios-skillsBuild 2D games and animations using SpriteKit. Use when creating game scenes with SKScene and SKView, adding sprites with SKSpriteNode, animating with SKAction sequences, simulating physics with SKPhysicsBody and contact detection, creating particle effects with SKEmitterNode, building tile maps, using SKCameraNode, or integrating SpriteKit scenes in SwiftUI with SpriteView.ScienceNo warnings★ 1.2K↓ —
- user-researchTechNomadCode/AI-Product-Development-ToolkitPlan a user research questionnaire, or turn collected responses into evidence-linked input for a PRD, with the AI Product Development Toolkit's research prompts.ScienceReview first★ 1K↓ —
- sensorkitdpearson2699/swift-ios-skillsAccess research-grade sensor data using SensorKit for approved studies. Use when an app needs SensorKit entitlement setup, Research Sensor & Usage Data authorization, ambient light, recorded motion, device usage, keyboard metrics, visits, speech, face, wrist temperature, ECG, PPG, acoustic settings, or sleep-session data. Route ordinary motion to CoreMotion and health records/workouts to HealthKit.ScienceNo warnings★ 1.2K↓ —
- isds-researchlawve-ai/awesome-legal-skillsCompliant, retrieval-grounded research over investor-State dispute settlement (ISDS) awards and decisions. Use when the user asks about ICSID / investment-treaty arbitration cases, awards, or doctrines (fair and equitable treatment, expropriation, jurisdiction, costs, annulment, etc.) and wants answers grounded in the actual document text with pinpoint citations. Identifies the correct document on the case page, confirms it against the PDF's own first pages, retrieves primary documents on demand from ICSID, PCA, etc., never scrapes or hosts a corpus in violation of applicable terms, and cites only retrieved text.ScienceNo warnings★ 888↓ —
- medchemforyourhealth111-pixel/Vibe-SkillsMedicinal chemistry filters. Apply drug-likeness rules (Lipinski, Veber), PAINS filters, structural alerts, complexity metrics, for compound prioritization and library filtering.ScienceNo warnings★ 3.8K↓ —
- kaggle-researchbrycewang-stanford/Auto-Empirical-Research-SkillsUse when a research task needs reproducible Kaggle discovery, metadata inspection, bounded public-data downloads, competition or kernel discovery, model discovery, or an explicitly approved Kaggle write/delete operation through the official CLI.ScienceNo warnings★ 4.7K↓ —
- journal-digestbrycewang-stanford/Auto-Empirical-Research-Skills经济金融顶刊文献速递与选题建议生成器。通过RSS和网页抓取获取经济学、金融学、会计学顶级期刊的最新论文， 筛选公司金融相关文献，生成中文综述摘要和研究选题建议。 当用户提到"期刊速递"、"文献周报"、"论文速递"、"最新文献"、"journal digest"、"paper digest"、 "选题建议"、"研究选题"、"顶刊追踪"、"文献追踪"、"周报"时触发此技能。 即使用户只是说"帮我看看最近有什么新论文"或"最近顶刊发了什么"，也应该触发。ScienceNo warnings★ 4.7K↓ —
- 48-de-AIGC-skillsbrycewang-stanford/Auto-Empirical-Research-Skills🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库，覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文，并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.ScienceNo warnings★ 4.7K↓ —
- fred-economic-dataforyourhealth111-pixel/Vibe-SkillsQuery FRED (Federal Reserve Economic Data) API for 800,000+ economic time series from 100+ sources. Access GDP, unemployment, inflation, interest rates, exchange rates, housing, and regional data. Use for macroeconomic analysis, financial research, policy studies, economic forecasting, and academic research requiring U.S. and international economic indicators.ScienceNo warnings★ 3.8K↓ —
- paper-submissionbrycewang-stanford/Auto-Empirical-Research-SkillsEvaluate a paper's contribution novelty, identify best-fit SSCI journal fields and ABS star rating, and recommend 20 target journals. Trigger when user says "paper submission" / "paper-submission" / "投稿评估" / "期刊推荐" / "target journal" / "选刊".ScienceNo warnings★ 4.7K↓ —
- stata-table-builderbrycewang-stanford/Auto-Empirical-Research-SkillsBuild and review paper-ready regression, balance, and summary tables from Stata outputs. Use when the user needs a clean table for a draft, appendix, or coauthor share-out.ScienceNo warnings★ 4.7K↓ —
- paper-writerbrycewang-stanford/Auto-Empirical-Research-SkillsAutomatically write empirical sections of academic papers in LaTeX by reading tables/figures from a PDF. Trigger when user wants to write a paper from empirical results, has tables/figures in PDF, or says "write paper" / "paper-writer" / "写论文".ScienceNo warnings★ 4.7K↓ —
- paper-analysis-assistantanbeime/skill其他高等院校教师与数据科学家在追踪前沿学术时，当需要深度解析arXiv论文，用此技能可一键下载PDF并自动生成词频分析、双人播客、交互式网页、PPT演示与总结图，将数小时的文献阅读转化为多媒体内容，效率提升十倍！ScienceNo warnings★ 8.5K↓ —
- assimilate-popular-workflowsa5c-ai/babysitterThis skill should be used when the user asks to "find skills in the wild", "assimilate popular workflows", "discover SKILL.md files in repos", "research external skills", "find workflow patterns", "survey the skill landscape", "what skills exist out there", or wants to investigate public repositories for extractable processes, babysitter plugins, and reusable procedural insights. Searches GitHub for SKILL.md files, classifies repos by archetype, and maintains structured research under docs/reference-repos/.ScienceReview first★ 1.9K↓ —
- Getting Started with Research Superpowersbrycewang-stanford/Auto-Empirical-Research-SkillsIntroduction to literature search & review skills - systematic paper finding, screening, extraction, and citation traversalScienceReview first★ 4.7K↓ —
- rowanforyourhealth111-pixel/Vibe-SkillsCloud-based quantum chemistry platform with Python API. Preferred for computational chemistry workflows including pKa prediction, geometry optimization, conformer searching, molecular property calculations, protein-ligand docking (AutoDock Vina), and AI protein cofolding (Chai-1, Boltz-1/2). Use when tasks involve quantum chemistry calculations, molecular property prediction, DFT or semiempirical methods, neural network potentials (AIMNet2), protein-ligand binding predictions, or automated computational chemistry pipelines. Provides cloud compute resources with no local setup required.ScienceReview first★ 3.8K↓ —
- econ-auditbrycewang-stanford/Auto-Empirical-Research-SkillsAudit economic analysis outputs (fiscal briefings, macro briefings, market research, longlists, and other quantitative economic documents) against methodology standards, academic literature, and common errors. Runs structured checks across core categories including counterfactual, additionality, discounting, double counting, distributional analysis, Aqua Book RIGOUR, and Flyvbjerg-style strategic misrepresentation detection. Returns a RAG scorecard with issues ranked by severity.ScienceReview first★ 4.7K↓ —
- market-researchbrycewang-stanford/Auto-Empirical-Research-SkillsIndustry and market research. Market sizing, structure, competition, regulation, supply chains, pricing, M&A. Produces a single compact, source-cited research report with Porter's Five Forces, HHI / CR4, PESTLE, and trade flows. Supports UK, US, EU, Australia, and global scope, with multi-geography comparison.ScienceReview first★ 4.7K↓ —
- academic-paper-strategistbrycewang-stanford/Auto-Empirical-Research-SkillsSystematic strategic planning framework for philosophy and interdisciplinary academic papers targeting preprint platforms (PhilArchive, arXiv, PhilSci-Archive). Use when users want to: (1) plan a paper on a specific topic, (2) identify research gaps and assess originality, (3) develop optimized paper outlines, (4) prepare for preprint submission, or (5) understand platform requirements and writing standards. Triggered by phrases like 'plan a paper on,' 'help me design a paper about,' 'identify research gaps in,' 'is this idea original,' or when users need structured research planning. The skill guides through three phases: Platform Analysis (identifying target venue and studying sample papers), Theoretical Framework (AI-driven literature search and gap identification), and Outline Optimization (structured design with reviewer-perspective self-assessment). Each phase includes quality evaluation standards and validation checkpoints. Output: optimized detailed outline ready for systematic writing (use with acadeScienceReview first★ 4.7K↓ —
- research-proposalbrycewang-stanford/Auto-Empirical-Research-SkillsGenerate academic research proposals for PhD applications. Use when user asks to "write a research proposal", "create PhD proposal", "generate research plan", "撰写研究计划", "写博士申请", "doctoral proposal", or mentions specific research topics for PhD application. Supports STEM, humanities, and social sciences with field-specific adaptations. Follows Nature Reviews-style academic writing conventions. Supports both English and Chinese output based on user preference.ScienceReview first★ 4.7K↓ —
- medical-imaging-reviewbrycewang-stanford/Auto-Empirical-Research-SkillsWrite comprehensive literature reviews for medical imaging AI research. Use when writing survey papers, systematic reviews, or literature analyses on topics like segmentation, detection, classification in CT, MRI, X-ray, ultrasound, or pathology imaging. Triggers on requests for "review paper", "survey", "literature review", "综述", "systematic review", or mentions of writing academic reviews on deep learning for medical imaging.ScienceReview first★ 4.7K↓ —
- notion-research-documentationPrat011/awesome-llm-skillsSearches across your Notion workspace, synthesizes findings from multiple pages, and creates comprehensive research documentation saved as new Notion pages. Turns scattered information into structured reports with proper citations and actionable insights.ScienceNo warnings★ 1.8K↓ —