Skills leaderboard
Ranked by the GitHub stars of each skill's repo, plus forks and curated-list mentions.
- 1Academy Guideanthropics/skillsStop and check this skill before finishing any reply to a question about how to use Claude or a Claude product — it recommends matching courses, tutorials, and use cases from Claude Academy (academy.claude.com), Anthropic's learning hub. Trigger on: "how do I", "how can I", "getting started with", "what can Claude do", "teach me", "learn to use"; questions about artifacts, projects, skills, plugins, connectors, MCP; requests about rolling Claude out to a team, class, or organization; and any ask for training materials, onboarding content, or learning resources. Use it when the user is learning186k
- 2Algorithmic Artanthropics/skillsCreating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.186k
- 3Brainstormingobra/superpowersTransforms rough ideas into fully-formed designs. Structure your brainstorming sessions and develop ideas systematically.310k
- 4Diagnosing Superpowersobra/superpowersUse when a superpowers session went wrong and your human partner wants to know why — repeated work, ignored plans, stumbles, poor results, a skill that didn't fire, "it took too long", "why is it so expensive", "what is it doing" — or wants to build a bug report for the superpowers maintainers, for the current session or a past one identified by id or path, on any harness.310k
- 5Karpathy Guidelinesmultica-ai/andrej-karpathy-skillsBehavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes, surface assumptions, and define verifiable success criteria.227k
- 6Rea Analysis Optimizationmorluto/reaOptimize REA providers and shared analysis workflows for agent context, latency, CPU, and memory while preserving correctness and Evidence. Use for analysis bottlenecks and cache or query design; CI/test-suite optimization belongs to rea-ci-tests-audit.414k
- 7Rea Changelog Updatemorluto/reaPrepare or rewrite REA release changelogs and GitHub release notes from pinned Git history, with verified contributor thanks and Release Please synchronization.414k
- 8Firecrawl Buildfirecrawl/firecrawlIntegrate Firecrawl into application code whenever a product, agent, or workflow needs web data inside the app — web search, live search results, page scraping, structured extraction, or browser interaction. Use when building any feature that needs data from the web in code, even if the user does not mention Firecrawl explicitly and only describes wanting web data, website content, search, scraping, or interaction in an application. Trigger for Firecrawl requests, "fire girl" shorthand, and generic app-level web-data needs that should map to `/scrape`, `/search`, or `/interact`. Do not use thi197k
- 9Firecrawl Build Interactfirecrawl/firecrawlIntegrate Firecrawl `/interact` into product code for dynamic pages and browser actions after scraping. Use when a feature needs clicks, form fills, pagination, authentication-aware flows, or other multi-step interactions that plain `/scrape` cannot complete.197k
- 10Ask Mattmattpocock/skillsAsk which skill or flow fits your situation. A router over the skills in this repo.308k
- 1Misakanet Failure MemoryIkalus1988/MisakaNetSearch and record failure-recovery lessons from real engineering sessions; submit and verify debugging lessons across the MisakaNet network.549
- 2Deeptutor CLIHKUDS/DeepTutorConfigure, manage, and use DeepTutor through its CLI, including capabilities, knowledge bases, partners, memory, sessions, notebooks, providers, skills, and the server or Web app.52k
- 3Exploreexmergo/dexUse this whenever you need to know what is actually in a database, warehouse, or DuckDB file before you trust it: inventory, column profiles, PII detection, grain and data-quality problems, verified joins, ER diagrams, ad-hoc SQL probes, segmentation, and the semantic layer a repo declares (dbt, Ossie, SLayer, or Cube). Trigger it on an unmet precondition, not on phrasing: if you are about to write or fix SQL against tables whose columns, types, grain, or join keys you have not verified in this session, use this FIRST. That includes dbt work (building a model, fixing one, debugging wrong numbe107
- 4Design Reviewgarrytan/gstackDesigner's eye QA: finds visual inconsistency, spacing issues, hierarchy problems, AI slop patterns, and slow interactions — then fixes them. (gstack)138k
- 5Humanizer Lintyanstd888/humanizer-lintDeterministic multilingual AI text humanizer, anti-slop prose linter, copywriting/blog/SEO editor, and stylometric analyzer (EN, ID, ES, MS, FR, DE, PT, ZH + 100+ languages via Intl.Segmenter). Fixes robotic LLM tone, uniform sentence rhythm, low burstiness (CV), MATTR vocabulary repetition, and translationese clichés using a local zero-dependency Node.js CLI validator.22
- 6Agent Notifications777genius/agent-notificationsSend an Agent Notifications desktop notification when the user requests one, attention is needed, or a meaningful milestone warrants an alert during ongoing work.823
- 7Ffmpeg Skillkajisho5/ffmpeg-skillEdit video and audio with local FFmpeg from natural-language requests: cut, trim, join, resize/reframe (9:16, 1:1), speed change, captions and subtitles (SRT/ASS, animated, karaoke), logos and text overlays, lower-thirds and titles, silence removal, multicam and external-mic sync, loudness normalisation, HDR/Dolby Vision to SDR, LUTs, background music with ducking, platform exports (YouTube, Reels, TikTok, X), compliance checks, scene detection and highlight reels, contact sheets to inspect results, and whole-edit project files. Use this skill whenever the user mentions a video or audio file (4.1k
- 8Context Doctorchrono-meta/forge-harnessReduces token waste in Claude Code sessions (run the built-in `/context` first; this skill covers what it does not) across two axes — context footprint (auto-generates .claudeignore, guides over-read files and /clear timing) and command output (routes to a command-output proxy/hook such as rtk to trim verbose CLI stdout). In hub environments, regularly audits bloated CLAUDE.md/MEMORY.md/memory/*.md files and proposes compression. Usable standalone without a hub clone.30
- 9Kordocchrisryugj/kordocUse this skill whenever the user wants to read, create, fill, edit, compare, validate, or preview Korean Hangul/official documents — .hwp (HWP 3.x/5.x), .hwpx, .hml (HWPML) — or convert Korean-office PDF/DOCX/XLS/XLSX to Markdown. Triggers include any mention of 'hwp', 'hwpx', 'hml', '한글 문서', '아래한글', '한컴', '공문서', '기안문', '보고서를 hwpx로', '서식 채우기', '양식 자동 작성', '신청서 채워줘', '신구대조표', '문서 비교', or uploading/attaching .hwp/.hwpx/.hml files. Also use when generating official Korean documents from Markdown (기안문·보고서·계획서·통지·회의록 presets) or when a HWPX layout preview/verification is needed. Do NOT use for auth2.9k
- 10Zero Slopmanavmishra/ZeroSlopEdit drafts into natural prose, inspect AI-sounding patterns, or review how a specified audience might respond passage by passage. Zero Slop runs inside the user's existing AI assistant with local tools that protect source details. Use for humanizing or de-slopping writing, polishing outward-facing prose, social drafts, final editorial checks, or an explicit simulated reader review. Preserve facts, voice and format; reader simulations are hypotheses, not human feedback.152
- 1Academy Guideanthropics/skillsStop and check this skill before finishing any reply to a question about how to use Claude or a Claude product — it recommends matching courses, tutorials, and use cases from Claude Academy (academy.claude.com), Anthropic's learning hub. Trigger on: "how do I", "how can I", "getting started with", "what can Claude do", "teach me", "learn to use"; questions about artifacts, projects, skills, plugins, connectors, MCP; requests about rolling Claude out to a team, class, or organization; and any ask for training materials, onboarding content, or learning resources. Use it when the user is learning186k
- 2Algorithmic Artanthropics/skillsCreating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.186k
- 3Brand Guidelinesanthropics/skillsApplies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply.186k
- 4Firecrawl Buildfirecrawl/firecrawlIntegrate Firecrawl into application code whenever a product, agent, or workflow needs web data inside the app — web search, live search results, page scraping, structured extraction, or browser interaction. Use when building any feature that needs data from the web in code, even if the user does not mention Firecrawl explicitly and only describes wanting web data, website content, search, scraping, or interaction in an application. Trigger for Firecrawl requests, "fire girl" shorthand, and generic app-level web-data needs that should map to `/scrape`, `/search`, or `/interact`. Do not use thi197k
- 5Firecrawl Build Interactfirecrawl/firecrawlIntegrate Firecrawl `/interact` into product code for dynamic pages and browser actions after scraping. Use when a feature needs clicks, form fills, pagination, authentication-aware flows, or other multi-step interactions that plain `/scrape` cannot complete.197k
- 6Firecrawl Build Onboardingfirecrawl/firecrawlGet Firecrawl credentials and SDK setup into a project. Use when an application needs `FIRECRAWL_API_KEY`, when an agent should add Firecrawl to `.env`, when the user wants to authenticate Firecrawl for app code, or when choosing the first SDK and docs for a new Firecrawl integration. This skill includes its own browser auth flow, so it does not depend on the website onboarding skill.197k
- 7Youtube DownloaderComposioHQ/awesome-claude-skillsDownload YouTube videos with customizable quality and format options. Use this skill when the user asks to download, save, or grab YouTube videos. Supports various quality settings (best, 1080p, 720p, 480p, 360p), multiple formats (mp4, webm, mkv), and audio-only downloads as MP3.78k
- 8Deploy to Vercelvercel-labs/agent-skillsDeploy applications and websites to Vercel. Use when the user requests deployment actions like "deploy my app", "deploy and give me the link", "push this live", or "create a preview deployment".33k
- 9Vercel CLI with Tokensvercel-labs/agent-skillsDeploy and manage projects on Vercel using token-based authentication. Use when working with Vercel CLI using access tokens rather than interactive login — e.g. "deploy to vercel", "set up vercel", "add environment variables to vercel".33k
- 10Vercel Composition Patternsvercel-labs/agent-skillsReact composition patterns that scale. Use when refactoring components with boolean prop proliferation, building flexible component libraries, or designing reusable APIs. Triggers on tasks involving compound components, render props, context providers, or component architecture. Includes React 19 API changes.33k
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All skills
4,228 listed, most popular firstNotebooklm Learner Pack
23DrMultivac/notebooklm-learner-pack
Generate branded, topic-specific HTML NotebookLM Learner Packs — 29 copy-paste prompt cards (10 infographics + 5 slide decks + 5 audio overviews + 4 video storyboards + 5 knowledge tests) with a sticky dual-filter UI that toggles between six audience lenses (ELI5, Newbie, Clinical, Operator, Finance, Deep Dive) and five asset types. Triggers on "NotebookLM learner pack," "learner site," "learner prompts," "explainer prompt pack," "build a prompt library for [topic]," "make a NotebookLM pack on [topic] in [brand] voice," or the workflow of ingesting source material into NotebookLM and wanting a
Ros Skill
27lpigeon/ros-skill
Controls ROS/ROS2 robots via rosbridge WebSocket CLI. Use when the user asks about ROS topics, services, nodes, parameters, actions, robot movement, sensor data, or any ROS/ROS2 robot interaction.
Skill Router
30hussi9/skill-router
Use when a [skill-router] route card appears in the turn, when no card appeared on a non-trivial task, or when a route looks wrong. Routes every prompt to the right installed skill, pairs it with a process skill, tiers enforcement, and briefs sub-agents. 79 local skills + plugin skills indexed.
Video Storyboard Gen
26anyhui/video-storyboard-gen-skill
为中文视频创作生成可执行的故事结构、逐镜分镜表和即梦/Seedance 等 AI 视频提示词。用户提到分镜脚本、故事板、镜头设计、短视频/广告/宣传片脚本、运镜拆解、图生视频或文生视频提示词时使用;也适合把主题、文案或创意改造成带时间码的拍摄方案。不用于实际调用视频平台、规避平台规则,或编造产品功效与素材授权。
Ad Creative Evaluator
33creatify-ai/ad-creative-evaluator
AI expert panel that evaluates any video ad creative against a comprehensive rubric. Scores hook effectiveness, message clarity, visual quality, audience targeting, CTA strength, and overall performance potential. Uses multiple persona perspectives (performance marketer, creative director, target consumer) for well-rounded feedback. Use when: "evaluate this ad", "score my ad", "ad creative review", "is this ad good", "rate this video ad", "ad analysis", "creative QA", "ad scoring", "review my creative", "grade this ad", "ad feedback", "creative evaluation", "ad quality check", "will this ad pe
Awesome Literature Review
25yzbbds520/awesome-literature-review
中文学术文献综述全流程生成。分四部分(研究背景与目的、文献梳理与分析、研究现状总结与评述、参考文献),开场先对齐题目、文献来源、输出格式与引用规范,搜文献前再确认文献规模、年份跨度、来源门槛与语种配比,清单经核验后一次性写完整篇再输出;文献可用户已有材料抽取、自己粘贴或 AI 联网搜索,写入正文的每一篇都要有真实出处,正文里的方法名与数据只能来自实际读到的摘要或全文,读不到就只写到主题层面,既防编造引用也防编造结论;评述部分要求指出结论分歧、评估方法学局限、把研究空白落到具体对象与方法上;参考文献默认国标 GB/T 7714-2015;支持对话/Markdown/Word/LaTeX 输出,可选调用 Image2 生成文献分类框架图。本 skill 面向叙述性文献综述,不做元分析和统计合并,不代做 PRISMA 系统综述的筛选与偏倚评价。触发:文献综述、写综述、literature review、帮我写文献综述、国内外研究现状。
Onpage SEO Audit
24linhan-dev/onpage-seo-audit
当用户要求「SEO审计」「SEO检查」「网站SEO分析」「on-page SEO」或审计本地项目源码的 SEO 时使用。对线上/本地网站(URL)或项目源码(目录)进行 on-page SEO 审计并列出发现的问题。
Scholar Forge
28hyl-ailab/scholar-forge
End-to-end academic research and writing skill with citation integrity, venue-aware formatting, bilingual CN/EN support (GB/T 7714), and full lifecycle workflows (literature review, IMRaD, thesis, grant, peer review, rebuttal). Fetches live journal guidelines before writing. Use when writing papers, theses, proposals, LaTeX manuscripts, citations, literature reviews, reviewer responses, or any scholarly document. Triggers on 论文, 文献综述, 学位论文, arXiv, BibTeX, IMRaD, PRISMA, rebuttal, grant proposal.
Search Answer Reviewer
3357-H/search-answer-reviewer
Web search review. Use when an agent is about to search the web, receives web search results or retrieved pages, or checks an answer based on them. Activate before the first search; review results before using them, even without an explicit audit request. 中文:网页搜索前启用,结果返回后审查。
SEO Data
24anthonylee991/seo-data
Direct access to Google Search Console, Google Analytics 4, and Bing Webmaster Tools data via OAuth/API key. Use whenever the user asks SEO, search performance, organic traffic, ranking, impressions, clicks, CTR, conversions, traffic source, landing page, or analytics questions and wants real numbers from their own properties — not generic advice. Triggers on "SEO", "search console", "GSC", "GA4", "analytics", "Bing webmaster", "rankings", "keywords", "impressions", "clicks", "organic traffic", "traffic drop", "top pages", "top queries". Works with any subset of the three providers the user ha
Specification Website
28tcsenpai/specification-website-skill
Apply The Website Specification — a platform-agnostic specification of what a good website does, with each item tagged required, recommended, optional, or avoid. Use when the user asks what their site should have, whether something is required, how to audit a URL, what's missing for agent readiness, or anything else where you'd otherwise be guessing at web best practice. Covers HTML foundations, SEO, accessibility, security, well-known URIs, agent readiness, performance, privacy, resilience, and internationalisation. Backs answers with primary sources (WHATWG, W3C, IETF RFCs, IANA, WCAG, schem
Stark
33f0d010c/stark
Use for UI/UX design, product flows, frontend or native interface design, design audits, design translation, asset planning, motion direction, design tokens, or distinctive non-generic apps and websites. Covers web and React, Windows and WinUI/Mica, Apple and SwiftUI, Android and Jetpack Compose/Material, cross-platform UI, and token export. Route to the focused skill, then load only the references required for the selected surface and failure mode.
Textbook Anything
33Alchemist-Jo/textbook-anything
Builds a systematic university-level STEM tutorial or textbook that teaches a field, course, topic or focal paper from the reader's starting point, as LaTeX/PDF or offline HTML. Runs a staged agent workflow with a reader interview, lite, standard or deep tiers with one to three review rounds, prerequisite tracing, chapter subagents, derivations, exercises with reasoned solutions, and rendered inspection. Use when the user asks to learn a field from scratch, write a tutorial, textbook, handout or course notes with exercises, teach the prerequisites behind a paper, or turn a syllabus, notes or l
Agent Credit
25aaronjmars/agent-credit
Borrow from Aave V3 via credit delegation. Agent draws against delegator collateral. Supports borrow, repay, health checks.
Anything to Course
29lowwwbank/anything-to-course
Turn any source material — documents, notes, books, articles, transcripts, slides, codebases, or just a topic — into a complete self-study course built on evidence-based learning science (retrieval practice, spaced repetition, interleaving, faded scaffolding, confidence calibration). Use whenever the user wants to create a course, curriculum, tutorial, training program, study guide, workshop, onboarding track, or learning path from existing content or expertise, even if they only say "help me teach X", "make learning materials from this", or "I need to explain this to my team".
C4 Codebase Architecture
24lmammino/c4-codebase-architecture-skill
Helps an agent inspect a repository and produce C4 architecture documentation. Use this when reverse engineering a codebase, documenting system context, containers, components, or clarifying architecture from code and infrastructure.
Career Manager
24muggl3mind/career-manager
Orchestrate the complete career-manager system across job-search, company-research, job-tracker, and cv-tailor. Use when coordinating multi-step job hunt workflows, routing requests to the right sub-skill, and enforcing shared data ownership boundaries.
Flowmaker
25xntj-ai/flowmaker
生成单 HTML、零后端、可拖拽编辑的网页流程图。LLM 只产出 nodes/edges 的 JSON,引擎自动布局并渲染成浅色玻璃风、带判断菱形/起止圆角条/处理矩形三种形状的可交互流程图(拖节点、拖连线、双击改名、面板增删)。Use when 用户要"做流程图/画流程图/把流程画出来/流程可视化/flowchart/泳道/判断分支图",尤其要可在浏览器里编辑、且要一个独立 HTML 文件不带后端。NOT for 纯静态示意图(直接 mermaid 即可)、需要服务端渲染的大批量图表。
Founder Voice Ghostwriter
22BayramAnnakov/founder-voice-ghostwriter
Collaborative ghostwriting for founders and experts. Extracts first-hand knowledge through structured interviews and transforms it into authentic, non-AI-sounding content. Use when user wants to write thought leadership, blog posts, founder stories, comparison pages, or says things like "help me write", "make this authentic", "rewrite in my voice", or mentions avoiding AI detection.
Interest Radar
27Igloo302/interest-radar
通用相关性判断引擎(兴趣雷达/Interest Radar/Personal Radar):接收外部内容,利用用户的个人上下文判断内容与用户的相关程度。平台无关,可在各种 Agent 平台上运行。触发场景:(1) 用户转发/粘贴链接/消息并询问相关性;(2) 用户要求分析某条内容与项目的关联;(3) 用户提到"兴趣雷达"、"personal radar"、"相关性判断";(4) 其他推送 Skill 调用 batch_judge 增强推送质量。
Jianghushuo Oral Skill
26read2017/jianghushuo-oral-skill
Use when 用户想用姜胡说的视角分析问题("他会怎么看"),或需要做自媒体口播——找选题、写口播稿、改稿、诊断账号数据。蒸馏自他 433 条公开视频(431 条可用)与《价值心法》。
LangSmith Fetch
27OthmanAdi/langsmith-fetch-skill
Debug LangChain agents via LangSmith execution traces. Fetch and analyze traces to understand agent behavior and debug issues.
Longevity Os
25albert-ying/longevity-os
Longevity OS (太医院) — personal health tracking, N-of-1 trials, and longevity optimization. Triggers on /longevity, /taiyiyuan, health tracking, diet logging, exercise logging, supplement management, biomarker review, and self-experimentation keywords.
Mcu Timer Calc
32L110011101c/mcu-timer-calc
计算 8051/STC89 系列单片机定时器初值。当用户询问"51 定时器初值怎么算""TH0/TL0 是多少""定时 10ms 初值是多少""12MHz 12T 方式1 的初值""给定初值能定时多久",或需要核对一段 8051 定时器初始化代码中的初值是否正确时,应使用本技能调用脚本计算,而不是自行心算。支持方式 0/1/2、12T/6T/1T 分频,输出初值、TH0/TL0 字节、实际定时时间与量化误差。
Paper Reading
32Kingslayer-bot/paper-reading-skill
面向 AI agent 的学术论文阅读 skill。阅读和解释实验、理论、方法与系统、综述、基准评估及观点文章,根据目标进行快速判断、主线理解或深入重建,生成可下载的 Markdown 笔记并在对话中完整展示正文;支持段落、公式和图表精读。
Reddit Skill
29openslow/reddit-skill
通过 Reddit OAuth2 API 搜索和阅读 Reddit 帖子、评论和子版块内容。当用户要求搜索 Reddit 讨论、浏览子版块帖子、阅读 Reddit 帖子内容和评论、了解 Reddit 社区对某个话题的看法时使用此 skill。支持按时间范围和排序方式筛选,支持读取完整帖子正文和嵌套评论树。
Semantic Trap Detector
26Jumbo-WJB/semantic-trap-detector
Detect and fix semantic traps in Claude Skills that cause LLM hallucinations. Use for testing skills, optimizing prompts, improving skill accuracy, fixing skill hallucinations, LLM output quality, and prompt engineering.
Thedankoe
24EwingYangs/thedankoe-skill
Dan Koe 方法论 — 一人公司、写作杠杆、聚焦哲学、个人成长、数字杠杆、心理认知。基于 3378 条原创推文提炼。
Triz Engineering Solver
23Antropocosmist/triz-engineering-solver
Apply Altshuller's TRIZ (Theory of Inventive Problem Solving) to resolve engineering contradictions and produce inventive concepts instead of compromise solutions. TRIGGER when the user describes a technical trade-off ("improving X makes Y worse"), a physical contradiction (one element must have opposite properties), a design bottleneck where conventional optimization has stalled, or explicitly asks for inventive / non-obvious / breakthrough engineering solutions. Uses the Ideal Final Result (IFR), 39 engineering parameters, 40 inventive principles, Contradiction Matrix, Su-Field analysis, and
Wannengcopy
29wuxie888/agent-skill-wannengcopy
万能复刻 / universal website copy-remix workflow with evidence-based reference recon. Use when the user wants to copy, clone, recreate, remix, migrate, or rebuild any reference website's look, interaction feel, scroll rhythm, hero motion, layout structure, visual system, deployed static assets, or landing-page experience into a new website. Trigger for requests like 万能复刻, 万能网站复制, 复刻官网, 一比一复刻, 授权复制, 高仿但换产品, 参考某官网做自己的官网, RMUX 风格, Linear/Raycast/Apple/Vercel 风格迁移, hero 动效复刻, 滚动体验复刻, 官网换皮重构, 网站侦察, 复刻验收, WebGL/Canvas/Three.js 效果还原.
Zinxtick
25zxzin/zinxtick
Beginner-friendly generic sticker and meme-pack production workflow for AI agents. Use when turning a user-provided character, animal, mascot, product, food, drink, can, object, logo-like subject, or original visual concept into a cohesive platform-ready static or animated sticker/expression pack, including built-in style preset selection, theme preset selection or custom prompt handling, item planning, image-generation prompting, contact sheets, transparent cutouts, platform export assets, and visual QA.
Adhx
19itsmemeworks/adhx
Search your own ADHX saves (posts kept from X, Instagram, TikTok, YouTube, Reddit and more) by meaning, including what is in pictures and videos, and fetch any X/Twitter post as clean LLM-friendly JSON. Use when the user asks to find something they saved, bookmarked or watched ("find my saved videos with a frog in them", "that article I saved about sleep", "the TikTok with the guy building a boat"), or shares an x.com or twitter.com post link (or a link to a post on their ADHX) and wants to read, analyze or summarize it.
Antirea
31MockirDev/antirea
Protect a project from AI-driven reverse engineering tools like REA. Applies three complementary layers — agent instruction barriers, terminal shims, and build hardening — to make REA's output meaningless even when it runs. Use when a project owner wants maximum protection against REA-based analysis at every stage: development, CI, and distribution.
Apple Engineer Superpowers
28piemonte/apple-engineer-superpowers
Use when writing Swift code for Apple platforms - iOS, macOS, visionOS. Covers Swift 6 concurrency, actors, Sendable, async/await, SwiftUI, MVVM architecture, Metal GPU programming, RealityKit ECS, visionOS scenes, interpolation/animation, advanced collection types, property wrappers, Combine bridging, error handling, testing, and API design patterns.
Cmmc Advisor
24LV-262/cmmc-advisor
CMMC 2.0 compliance advisor for defense contractors. Provides practitioner-grade guidance on cybersecurity certification requirements, NIST SP 800-171 Rev 2 implementation, assessment preparation, CUI scoping, modern IT compliance mapping, and contractor-specific strategies. Built entirely from public DoD and NIST sources. Enabler posture: guides organizations toward compliant paths rather than blocking progress.
Data Deletion
250nicell/data-deletion-skill
Run a structured personal-data erasure campaign against OSINT tools, breach-search engines, people-search sites, B2B contact databases and ad-tech brokers. Use when someone wants their email address, name, phone number or username removed from data brokers, wants to know who is holding their data, asks about GDPR / CCPA / PIPEDA erasure or "right to be forgotten" requests, or asks to opt out of people-search or breach-lookup sites. Ships a 330-site registry with verified privacy contacts, request templates for 13 privacy regimes, and escalation paths to regulators.
Deeptutor
31jiadizhunine/deeptutor
Use when evaluating or comparing a professor as a potential graduate advisor, including requests such as "调查导师", "选导师", "导师怎么样", "这个导师 push 吗", "investigate this advisor", "should I join this lab", or a professor name plus institution with evaluation intent. DeepTutor investigates publications, co-author networks, student trajectories, funding, lab culture, and exploitation/toxicity risk; applies region-specific searches for mainland China and international institutions; and renders a cited standalone HTML report in Chinese or English. Student outcomes are the highest-priority signal.
Dejank
31gbasin/dejank
Detect and diagnose visual jank in React UIs. Covers two modes -- static analysis of code patterns that cause flicker, layout shift, and flash of intermediate state (for pre-merge review or preventive sweeps), and runtime investigation of specific visual symptoms (flicker, blink, jump, stutter, remount churn, scroll reset, post-paint correction). Use when the user mentions jank, something feeling off, flashing, blinking, layout shifting, full repaints, or wants a render stability audit.
Feishu Ppt Skill
25YinsenWANG/feishu-ppt-skill
使用本地 XML 模板创建或编辑飞书/Lark 幻灯片,支持内容替换、近似预览、排版与主题校验。适用于飞书演示文稿或明确要求套用本库的任务;默认提供 Cherry Studio 主题,不承担通用海报或本地 PowerPoint 文件生成。
Kk Exhibition Planner Skill
25sunzhaokai95/kk-exhibition-planner-skill
展览策划工作助手,覆盖从项目启动到输出展览大纲的完整流程。适用于企业展厅、博物馆/文化馆、文旅/主题展馆三类项目。当用户需要策划展览、撰写展陈大纲、确定展览主题、梳理展览叙事逻辑、整理甲方资料时使用此 skill。
Kubernetes
25kcns008/cluster-agent-swarm-skills
Kubernetes & OpenShift Platform Agent Swarm — A coordinated multi-agent system for cluster operations. Includes Orchestrator (Jarvis), Cluster Ops (Atlas), GitOps (Flow), Security (Shield), Observability (Pulse), Artifacts (Cache), and Developer Experience (Desk). Pure instruction-based skill — no executable scripts.
LLM Wiki Skill
31aaronoah/llm-wiki-skill
A CLI agent skill based on Karpathy's LLM Wiki — Create and maintain a persistent, interconnected Markdown knowledge base—ingesting sources, enabling queries over compiled knowledge, and ensuring consistency through linting.
Olakunlevpn Filament Skills
25olakunlevpn/olakunlevpn-filament-skills
Use when writing, reviewing, or refactoring Filament PHP v5 code -- resources, forms, tables, infolists, actions, widgets, panels, relation managers, multi-tenancy, testing, or plugin development. Always apply these standards to all Filament work.
Prd Writer
28vibepm666/prd-writer
帮助用户从零写出高质量 PRD,或评估/改进/增量更新已有需求文档。 触发词(任一命中即用本 skill):需求文档、PRD、产品需求、功能文档、写需求、整理需求、补充需求、审查需求、改进需求文档、需求评审、评估 PRD、从零写 PRD、我想做个产品/功能/App/工具、帮我整理需求、AI 写的需求有没有问题。 即使描述很简短也必须触发,不得跳过技能直接写文档。
Rails Conventions
19ethos-link/rails-conventions
Modern Ruby and Rails application architecture, implementation, and review guidance for production codebases. Use when building or reviewing Ruby on Rails 8 features across models, controllers, routes, Hotwire, jobs, APIs, performance, security, and testing. Trigger for requests mentioning Rails 8, Active Record, Active Job, GoodJob, Solid Queue, Turbo/Stimulus, REST resources, migrations, code quality, naming, and production readiness.
Sijiao Skill
20swaylq/sijiao-skill
私教.skill — 输入「我想学的技能」,自动完成 8 路深度调研(知识地图 / 正典教材 / 高手路径 / 刻意练习 / 常见卡点 / 能力评估 / 反馈社区 / 动机节奏),按学习科学蒸馏成一个有状态的「私教」skill。 生成的 {skill}-learn 是自包含目录(课程 + 教学协议 + 学习者档案),装到任何 agent,从 0 带你到「胜任」。 触发词:「学 X」「我想学 X」「教我 X」「做个 X 的学习 skill」「带我学 X」「update 私教 X」「继续学 X」「考我 X」。
Snowball CLI
24baixianger/snowball-cli
雪球股票数据命令行工具。当用户需要查询中国 A 股、港股、美股行情,查看上市公司财报、资金流向、股东信息,浏览雪球大 V 观点、热帖、实时快讯,或者做基金净值查询时,使用此技能。触发词包括:雪球、A股、港股、沪深、茅台、宁德时代、SH600519、SZ300750、基金净值、KOL、热帖、大 V、选股、K线、盘口、利润表、资产负债表、资金流向、大宗交易、融资融券。即使用户只是说「茅台现在多少钱」「今天市场怎么样」「张坤最近说了什么」也应该使用此技能。
Video Highlight Skill
25inhai-wiki/video-highlight-skill
Long-video agent workflow for analyzing videos, building timestamped content indexes, selecting highlights, creating clip plans, cutting clips with subtitles, and generating recap pages. Use when Codex is asked to turn long videos, meeting recordings, course videos, livestreams, sports or esports replays, product demos, talks, or conference recordings into highlight reels, structured reports, meeting notes, timestamped course indexes, or shareable recap packages.
About Claude skills
What is a Claude skill?
A skill is a folder with a SKILL.md file: a name, a one-line description of when to use it, and instructions (plus optional scripts and reference files). Claude reads only the description up front and loads the rest when a task needs it, so you can install many skills without filling the context window. Skills work in Claude Code, Claude.ai, the Claude app and the Claude API, and the same format is used by other agents such as Codex and Cursor.
How do I install a skill in Claude Code?
Copy the skill folder into ~/.claude/skills (for you) or .claude/skills in a project (for your team). If the repo is a plugin marketplace you can also run /plugin marketplace add owner/repo inside Claude Code and install it from /plugin. Every skill page here has the exact commands.
How is popularity measured?
Mostly by the GitHub stars of the repo the skill lives in, with forks, the number of curated awesome lists that include it, and the number of repos that carry a copy as smaller signals. Skills from a repo with hundreds of skills share that repo's stars, so they get a small penalty to keep one big collection from filling the list.
Where does this directory get its skills?
From Anthropic's official anthropics/skills repo, the largest community lists (VoltAgent, travisvn, ComposioHQ, BehiSecc, karanb192, heilcheng, skillmatic-ai and hesreallyhim) and a GitHub search for skill repos. Every SKILL.md in those repos is read for its name and description, and copies of the same skill are merged. It refreshes every day.
Are these skills safe to install?
Skills can include scripts that run on your machine, so treat a skill like any other code from the internet: read the SKILL.md and any scripts before installing, prefer official and well-starred repos, and check the license.
Sources: anthropics/skills (official), travisvn/awesome-claude-skills, ComposioHQ/awesome-claude-skills, VoltAgent/awesome-agent-skills, BehiSecc/awesome-claude-skills, karanb192/awesome-claude-skills, heilcheng/awesome-agent-skills, skillmatic-ai/awesome-agent-skills, hesreallyhim/awesome-claude-code, and GitHub search. Last updated 31 October 2026. Want your own? Try the skills generator.