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 firstTncn
21tndvnn/tncn
Tư vấn thuế thu nhập cá nhân Việt Nam kỳ tính thuế 2026 (tiền lương, quyết toán, người phụ thuộc, giảm trừ y tế/giáo dục, hộ kinh doanh, freelancer/KOL/seller, sàn TMĐT, bất động sản, chứng khoán, tài sản số, người nước ngoài) theo Luật 109/2025/QH15, Luật 09/2026/QH16, NĐ 253/2026, TT 87/2026, NĐ 252/2026, TT 89/2026, NĐ 68/2026 + NĐ 141/2026, NQ 43/2026/QH16, NĐ 245/2026, TT 95/2026 (Hiệp định thuế). Dùng khi hỏi về thuế TNCN, quyết toán, giảm trừ gia cảnh, thuế hộ kinh doanh, thuế bán hàng online, thuế YouTube/AdSense/MMO/freelancer/Upwork/affiliate/POD nhận tiền từ nước ngoài, rút lợi nhuậ
UX Audit
21EliaAlberti/ux-audit-skill
Run a heuristic UX audit of a customer journey from screenshots. Use when the user asks for a UX audit, heuristic evaluation, usability review, design teardown, or expert review of screens, mockups, or a flow, whether your own product or a competitor's. Evaluates against named frameworks (Nielsen, Shneiderman, Gerhardt-Powals, Bastien & Scapin, Hick/Fitts/Miller/Jakob/Peak-End, Fogg, Cialdini, Gestalt, Norman, Tognazzini, WCAG 2.1, content design heuristics) and produces severity-rated findings with heuristic citations, annotated screenshots, and a structured markdown report. Do not use for ge
Wecom Agent
18freanocank/wecom-agent
Use when 处理企业微信/企微/wecom 任务,包括本地聊天记录解密读取、离线搜索导出、媒体/文档定位,以及通过 WecomTeam 官方 CLI/Bot 能力发消息、查通讯录、读写文档、表格、日程、会议、待办。
Weirdo Tv
22BeamusWayne/WeirdoTV-Skill
神人TV (WeirdoTV) — 互联网神人人格蒸馏器。召唤泽连斯基、米莱、胡锡进、孙笑川、 川普、罗翔、马斯克等二十余位神人,模拟其极端言论风格,用于玩抽象的网民必备技能。 支持单人召唤、随机神人、神人辩论、神人点评、神人会议五种模式。 Use when asked to "召唤神人", "/weirdo-tv", "神人说", "让[人名]评价", or any request to channel internet legends, meme lords, or controversial figures.
Wiki
23cclank/lanshu-wiki-skill
LLM 维护的持久化 Markdown 知识库 —— 既可用作个人知识库(~/wiki/), 也可用于给开源项目做架构 wiki(<repo>-wiki/)。 触发场景:用户说 "wiki"、"/wiki"、"添加到wiki"、"ingest"、"wiki lint"、 "wiki add"、"wiki query"、"wiki status"、"添加到知识库"、"导入这篇文章"、 "收藏这个"、"记到wiki里"、"建一个 wiki"、"给 X 做架构 wiki"。
Write Like Me
22Hiro-Inagawa/write-like-me
Use when writing or revising prose, or when building a new writing voice from a corpus. On invoke: checks the voices/ folder. If voices exist, routes to writing mode. If none exist, starts the 7-stage voice-building workflow. Supports multiple named voices, one per author, register, or style. Includes a deterministic draft checker (scripts/voice_check.py) and an eval harness.
AI Product Video
24dlazy-ai/ai-product-video
Create cinematic product videos from shot recipe cards, a validated template, and code/audio assets (Remotion + real page screenshots + 2.5D camera moves + beat-synced cuts + sound design). Use when the user asks to turn a frontend project or webpage into a product video, says "use ai-product-video to make a video/promo", names the Ink Press template or asks to reproduce its effect, or wants a single shot card's motion. 用镜头配方卡 + 已验收模板 + 代码/音频资产制作电影感产品视频(Remotion + 真实页面截图 + 2.5D 运镜 + 节奏卡点 + 声音设计)。当用户要求"用 ai-product-video 做视频/宣传片"、把前端项目/网页做成产品视频、点名 Ink Press 模板或要求复刻模板片效果,或要用镜头卡做单个动效镜头时使用。
Build Startup Brand
24Kappaemme-git/build-startup-brand
Turn a startup idea, product, URL, pitch, or existing visual identity into a distinctive startup brand system and a polished standalone HTML report. Use when Codex needs to create or refine startup positioning, a salient brand idea, brand promise, tagline, messaging, voice, creative territories, logo or symbol directions, color palette, typography, visual language, brand applications, or compact brand guidelines. Also use for startup rebrands and brand audits that should end with an actionable, openable brand identity report.
Dsh Plugin Dev
24realchendahuang/dsh-skill
DeepSeek Harness (DSH) 插件、扩展与技能开发权威规范。当需要为 DSH 编写自定义工具 (Tool)、拦截钩子 (Hook)、UI 扩展、服务提供方或打包发布 DSH 插件时使用。提供官方 Cordis 微内核架构契约、执行流水线、隔离调试与质量校验 SOP。
First Principles
24reshadat/first-principles-destructor
First principles destructor — strips any statement, business model, product idea, process, or industry belief down to its physics/math/logic floor. Calculates the convention tax (what you pay because of habit vs necessity). Rebuilds from reality. Use when evaluating pricing, hiring timelines, product approaches, team structures, or any "that's just how it works" assumption. Trigger phrases: "first principles", "destroy this assumption", "convention tax", "reality floor", "is this actually necessary".
Mubu Integration
18liuboacean/mubu-integration
幕布(mubu)与 Obsidian 集成:将幕布大纲导入 Obsidian、把 Markdown 同步到幕布、查询/导出幕布笔记。触发词:幕布、mubu、幕布导入 Obsidian、mubu 同步、幕布笔记导出
Persona Compass
20snowyowlmia/persona-compass
Build personality models of colleagues, clients, friends, or family members and get AI-powered communication strategies. Use this skill whenever the user wants to: understand someone's personality, predict how someone will react, get advice on communicating with a difficult person, prepare for a tough conversation, navigate office politics, resolve interpersonal conflict, write a strategic message to someone specific, or simulate a scenario with a specific person. Also trigger when the user mentions: "how do I deal with", "how should I talk to", "what would X do if", "help me communicate with"
Razbor Servisa
19mcdenil-skills/razbor-servisa
Метод-рефлекс: как превратить ЛЮБОЙ сторонний сервис в CLI-инструмент для агента, когда у сервиса нет удобного «разъёма». Скилл сам определяет ситуацию доступа (есть открытый API / API кривой и неполный / API нет вообще) и ведёт по нужной ветке: собрать по докам API, либо подсмотреть скрытый API прямо в браузере — режим разработчика (F12) → вкладка Network → Copy as cURL → сборка CLI под стек проекта → генерация Skill, чтобы агент сам звал команды. Обязательно используй этот скилл, когда задача касается ЧУЖОГО/СТОРОННЕГО сервиса: интеграция, автоматизация или повторение его логики (маркетплейс
Sentry Instrumentation
24tortastudios/sentry-instrumentation
Rules and examples for adding Sentry instrumentation the right way — metrics and tracing. Covers how to name a counter, gauge, or duration metric; which tags are safe versus which will blow up your Sentry bill; how to track failures with a small fixed list of error types instead of raw exception strings; how to add metrics around HTTP routes, external API calls, workflow steps, retry loops, and fallback paths without copy-pasting emit calls everywhere; and how to instrument AI agent conversations with `gen_ai.*` spans (invoke_agent / chat / execute_tool, conversation ids, token accounting) for
Stem Notes
24Shass27/stem-notes
Supplementary notes generation for STEM. Turns lecture slides, textbook chapters, scanned problem sheets, images (png/jpg) or PowerPoint/Word files into LaTeX formula/definition sheets, fully worked problem solutions, and summary notes, extracting figures from PDFs to embed and, for whole books, building a reusable knowledge skill first. Use when the user asks for notes, a formula sheet, cheat sheet, worked solutions or revision material from reference/source files.
Vox Style Collage Video
24sadekxD/vox-style-collage-video-skill
Turn a script or fact list into a finished Vox-style paper-collage explainer video: flat torn-edge photographic cut-outs, off-white newsprint ground with ONE bold accent color, big kinetic typography synced to the voiceover, infographic motifs (maps, arrows, redlines, timelines, charts), limited low-frame-rate cutout motion, narration-first pacing. ALL image/video/music generation runs on Unsora (create_image nano-banana-pro, create_video seedance-2.0, create_music mureka-7.5); the VOICEOVER is the one thing Unsora cannot make, so it comes from a supplied file or the session's own TTS tool, th
Academic Paper Writing Skill
23xcl2005/academic-paper-writing-skill
Evidence-first academic research workflow for topic ideation, scholarly search, paper reading, literature and systematic reviews, study and experiment design, statistics and data analysis, scientific figures, manuscript drafting and polishing, citation checks, peer review, rebuttals, submission packages, theses, and paper-to-presentation work. Use when an agent must plan, execute, audit, write, revise, or package research while keeping claims traceable to verified sources, data, analysis, or official requirements.
AI Draw
23stone-yu/ai-draw-skill
单一 Skill 整合 PPT 演讲稿生成(36 主题 / 31 布局 / 27 动画 / 20 特效 / 15 全 deck 模板)与画图能力(7 种类型 × 8 主题)。两个平等的顶级模式:`--mode ppt` 输出可分享的演讲 HTML;`--mode single` / `--mode site` 输出技术图。`/ai-draw <需求>` 自动识别意图,模糊时询问。Trigger keywords (中+EN):画 / 画图 / 画一个 / 给我画 / 帮我画 / draw / diagram / chart / 架构图 / 流程图 / 时序图 / 知识图谱 / 思维导图 / 类图 / ER 图 / 演讲 / 分享 / 分享稿 / 讲稿 / 逐字稿 / PPT / deck / slides / keynote / 幻灯片 / pitch / 周报 / 课程 / 课件 / 小红书图文 / talk / presentation.
AI News Skill
22frankzch/ai-news-skill
Fetch the latest AI/ML news, trending open-source projects, social media discussions, and KOL (Key Opinion Leader) perspectives from 370+ curated sources. Use when the user asks about recent AI news, AI trends, what's happening in machine learning, open-source AI projects, AI Twitter/Reddit discussions, or wants a daily AI briefing.
Altium Delphi Scripts
19coffeenmusic/altium-scripts-skill
Expert guidance for writing Altium Designer DelphiScript automation scripts. Use when users ask to create, write, develop, or build scripts for Altium Designer PCB/schematic automation, footprint creation, design rule manipulation, layer management, component placement, net routing, output generation, or any other Altium scripting task. Also use for questions about Altium API usage, script syntax, or how to accomplish specific automation tasks in Altium Designer.
Biaoqing Yanyi
20dashian1/biaoqing-yanyi-skill
Use when creating Chinese AI video acting prompts for micro-expressions, emotional dialogue, eye movement, mouth shape, breathing, posture, voice rhythm, restrained crying, anger, coquettish acting, one-line emotional variations, and time-coded performance breakdowns.
Charakuru Claude Code
22kokushin/charakuru-claude-code
きゃらくる(Charakuru)キットを Claude Code で動かし、元絵(四面図)から Codex の画像生成と Tripo Studio で3D化して、揺れもの・表情付きの VRM モデルを仕上げるまでの制作ワークフローと落とし穴集。きゃらくる / Charakuru / .charakit(旧名 Chara Kit / ELYTH Avatar Kit)が話題に出たとき、きゃらくるのアプリが出した依頼文(agent-session.mjs begin …)を受け取ったとき、またはきゃらくるで元絵から VRM を作る・Tripo で3D化する・揺れものや表情を付ける作業をするときに使う。
Codex Delegator
22eddiearc/codex-delegator
Automatically delegate complex, logic-intensive tasks to OpenAI Codex CLI via `codex exec --full-auto`. Claude Code uses this skill to invoke Codex for complex backend logic, intricate algorithms, or persistent bugs. Enables seamless AI-to-AI collaboration where Claude Code analyzes and Codex executes.
Emblem AI Agent Wallet
12EmblemCompany/Agent-skills
Connect to EmblemVault and manage wallet-aware workflows via EmblemAI with review-first, operator-controlled actions. Supports Solana, Ethereum, Base, BSC, Polygon, Hedera, and Bitcoin. Also use when the user needs Emblem's auth model explained: one browser auth flow can log a user in with wallets, email/password, or social sign-in, while agent mode can auto-provision a profile-scoped wallet with no manual setup.
Enterprise Architecture
21gauravs19/enterprise-architecture-skill
Unified enterprise & software architecture skill grounded in four open-source standards — C4 + Structurizr DSL, ArchiMate 3.x, TOGAF ADM, and arc42 + ADRs (MADR). Use it whenever the user wants to: produce architecture diagrams as code (C4 context/container/component, Structurizr, PlantUML, Mermaid); write architecture docs or decision records (arc42, ADRs/MADRs, design docs); review or assess a design against quality attributes and EA principles; or model an enterprise (capabilities → applications → technology, app landscapes, portfolio rationalization). Trigger it even when no framework is n
Firebase Auth Better Auth
20yultyyev/better-auth-firebase-auth
Add Firebase Authentication (Phone SMS OTP, Google Sign-In, Email/Password) to a Better Auth app using the better-auth-firebase-auth plugin. Use when adding phone authentication to Better Auth without Twilio, integrating Firebase Auth with Better Auth sessions, working with the better-auth-firebase-auth package, or deciding between Firebase Phone Auth and Better Auth's built-in phoneNumber plugin.
Gaokao Advisor
19Zylcyl/gaokao-advisor
高考志愿填报智能顾问(多skill协调版,年度通用,政策优先)。先搜索最新政策再做决策,避免基于过时规则给建议。每年只需更新config.json即可使用。
Git Ship
20oil-oil/git-ship
自动化 Git 工作流一键发布助手,执行完整的「ship」流程: 基于最新 main 切新分支 → commit → 推送 → 创建 PR → squash merge → 回 main。 调用 ship 本身就是对完整流程的授权;自动推断分支名、commit message 和 PR 内容, 并主动解决 Git 冲突、测试、lint、类型检查、构建和 CI 失败,持续修复和重试, 直到改动成功合并。不要因可自行修复的失败暂停,只在认证、权限、仓库保护等 无法由当前环境解决的外部阻塞出现时请求用户介入。 仅在用户明确表达「ship」意图时触发,例如: - 直接说「ship」「/ship」「git ship」 - 明确要求完整走完 git 流程:「帮我走一遍 git 流程」「拉 main、切分支、提 PR、合并」 - 使用类似「发布这次改动」「把这些改动提成 PR 并合并」的表达 不应触发的情况: - 只是想 commit - 只是想创建 PR - 只是想 push 代码 - 讨论 git 相关问题或解释 git 概念
H3mlx
23RobZombAI/H3MLX
Autonomous AI agent execution skill for high-speed, photorealistic MiniMax-H3 video and 48kHz audio generation on Apple Silicon (Metal 4 / MLX / Pure C). Includes Fast Master (8-step) and FastVideo (4-step) presets, hardware auto-profiling, and broadcast mastering.
Harness Engineering Playbook
26broomva/harness-engineering
Implement OpenAI Harness Engineering practices in any repository — AGENTS.md, PLANS.md, deterministic smoke/test/lint harness commands, strict architecture boundaries, observability from day 1, and entropy-control audits for reliable autonomous agent runs.
Humanize Writing
21shir-danishyar/humanize
Use when writing or editing prose an audience will read — emails, blog posts, articles, marketing and website copy, LinkedIn or social posts, cover letters, newsletters, product descriptions, reports, essays — and when the user asks to humanize text, make it sound natural or less robotic, remove AI patterns, or clean up an AI-generated draft. Applies by default to any audience-facing writing task. Do not use for code, commit messages, config files, or legal documents where formulaic precision is required.
Notebooklm
21JunSuzuki1973/notebooklm-antigravity-skill
Interact with Google NotebookLM via CLI (nlm). Use this when the user wants to manage notebooks, add sources, generate audio podcasts, research topics, query notebooks, or share content.
Qualitative Research
22maydengximin-sketch/qualitative-research-skill
全流程质性研究(定性研究)方法学助手。当用户需要做质性/定性研究的任何环节时使用:研究设计与范式选择、研究问题打磨、目的抽样/理论抽样、访谈提纲与焦点小组设计、转录、扎根理论编码(开放/主轴/选择性)、Braun & Clarke 六步主题分析、内容分析、编码簿(codebook)构建、编码者间信度(Cohen's Kappa / NVivo 编码比较查询)、理论饱和判定、Lincoln & Guba 信实度四标准、COREQ/SRQR 报告规范、引语呈现与结果写作,以及 NVivo / MAXQDA 实操。触发词包括"质性研究""定性研究""扎根理论""主题分析""访谈编码""NVivo""MAXQDA""Kappa 一致性""理论饱和""焦点小组""COREQ"等。本 skill 工具中立,覆盖从立题到成文的完整链路。 — Full-lifecycle qualitative research methodology assistant. Use for any stage of a qualitative study: research design and paradigm selection (constructivist/post-positivist/critical/pragmatic), matching methodology (grounded theory/
Scrittura Italiana
23hypnosdesign/claude-skill-scrittura-italiana
Skill editoriale per l'italiano: corregge, chiarisce, riscrive e rende naturale un testo senza cambiarne il significato — anche da humanizer, perché toglie i tic della prosa generata (perifrasi, gerundite, triadi, avverbi in -mente, trattini lunghi, definizioni bipolari «non è X ma Y», tic saggistici, antilingua, frasi fatte) conoscendo l'italiano, non per trova-e-sostituisci. Quattro virtù dell'espressione: NATURALEZZA (segni dell'AI, voce), CORRETTEZZA (punteggiatura, accenti, omofoni, plurali, pronomi), CHIAREZZA ed EFFICACIA (retorica, figure, ritmo, argomentazione). Per umanizzare, scrive
Security Research
22rhysha/claude-security-research-skill
Full-spectrum security research skill for web servers, REST APIs, web applications, and network/port enumeration. Triggers whenever the user wants to: find vulnerabilities, run a security assessment, scan a target, test an API for security issues, enumerate ports or services, check for OWASP Top 10 vulnerabilities, audit auth/secrets, fuzz endpoints, run recon on a domain or IP, or use tools like nmap, nikto, nuclei, ZAP, sqlmap, ffuf, dalfox, subfinder, hydra, or trufflehog. Use this skill even if the user says "just a quick scan" or phrases it casually. Covers full engagement workflow: recon
Sgrep
22XiaoConstantine/sgrep
Semantic and hybrid code and conversation search for intent-based queries. Use when exploring unfamiliar codebases, finding code by concept instead of exact text, or recalling past agent conversations about similar problems.
Skill Everything
21sordi-ai/skill-everything
Git-versioned agent memory — agents that never make the same mistake twice.
Socratic Workshop
22smashburger-dev/socratic-workshop
Learn by explaining a concept to the agent, receiving one Socratic question or requested hint at a time, and revising the explanation. Use for interactive tutoring, learning from an existing project, or a requested Workbench HTML learning visualization.
State of Paywalls 2026 By Adapty
26vkharlan-adapt/state-of-paywalls-2026-skill
Answer questions from Adapty's State of Paywalls 2026 report and audit paywall designs against it: benchmarks by region and category, pricing, placement, A/B test ideas, and paywall screenshot reviews.
Telegram Premium Emoji
20Zulut30/premium-telegram-emoji
Select verified Telegram custom emoji by meaning, preserve a consistent visual style across a bot or application, and generate HTML with catalog IDs. Use when a Telegram project needs premium emoji or the user requests a palette from this catalog. Includes ordered multi-emoji compositions. Not for unrelated UI icons.
Trellis Workflow Enhancer
26lei1024/trellis-workflow-enhancer
Audit and apply real, project-local Trellis integrations for Matt Pocock and Waza skills, with phase routing, hook injection, durable artifact handoffs, and smoke-test evidence. Use when a user wants to strengthen, compare, modernize, integrate, or debug Trellis with Matt/Waza workflows, especially when skills are installed but do not actually trigger.
UI Sift
22Ciao1019/ui-sift
设计、实现、评审或打磨简洁且交互精致的前端页面与组件。提供项目画像、视觉判断、精选组件检索、官方 skills/MCP 与源码发现、多库集成和证据验收。适用于新页面、后台、AI 对话、文档工作台、参考还原和局部 UI 改善;纯后端、仅修复业务逻辑或机械改字时不使用。
Wechat Writing
26Qson8/wechat-writing-skill
Use this skill whenever the user wants to write, optimize, evaluate, or brainstorm WeChat public account articles (公众号文章). Triggers include: requests to write a WeChat article, optimize an existing article, suggest topics, evaluate article quality, rewrite for higher engagement, or generate article components like titles, hooks, summaries, and image descriptions. The target audience is indie developers, programmers, and people pursuing side businesses in China. Writing style is conversational, grounded, mildly provocative — never preachy or hyperbolic. Do NOT use for general blog posts, academ
Whisper Skill
17Mobiss11/Whisper-Skill
Используй этот скилл когда пользователю нужна локальная транскрибация аудио/видео через Whisper, голосовой ввод (диктовка вместо клавиатуры, push-to-talk hotkey), или вшивание субтитров в MP4 в стиле CapCut. Активируй при задачах "транскрибируй файл/папку/TikTok/YouTube/подкаст", "сабы для shorts/reels/тиктока", "speech-to-text локально", "speaker diarization", "диктовка голосом", "Superwhisper alternative", "Wispr Flow alternative", "voice dictation". Скилл автоматически определяет ОС/CPU/GPU и подбирает оптимальный бэкенд (faster-whisper / whisper.cpp / whisperx / mlx-whisper / openvino) и м
Xianyu Monitor
21LENKIN233/xianyu-monitor-skill
Search and monitor Xianyu/Goofish listings with filters, deduplication, and optional AI ranking. Use for searches, login, item analysis, and recurring alerts on 闲鱼 / Goofish.
生成求职文档
26Shilren/interview-doc-agent
产品经理(及泛求职)面试场景,根据模板风格 + 经历库,生成简历、面试逐字稿,并支持按目标岗位 JD 定制。借鉴 Karpathy 的 LLM Wiki 模式:原始素材先整理成完善的「经历库」,生成时先查索引定位、再只读相关档案,以节省 token 并保证质量。经历库是生成的主来源。
Amz Ads Keyword Architect
19Derek95king/amz-ads-keyword-architect
当用户需要做亚马逊关键词拓词、词库搭建/清洗/扩展/拆解/分级打标,或基于竞品 ASIN / 竞品词 / ABA / 选品指南针 / 评论 VOC 产出广告 campaign 架构(投放主题簇、ad group 分层、匹配方式、预算、攻守测分级),或进一步做 VOC 词库/收录排名追踪等关键词资产化交付时使用。覆盖「找词 → 拆解 → 需求三层分析(SIF) → 相关性×需求×竞争×趋势分级 → 属性 7 类分类 → 聚类成主题簇 → 广告架构落地 → VOC库/收录追踪 → Excel/飞书双通道交付」全链路。默认 SIF 分析 + Sorftime 找词/评论,自包含分类与评分,标品≤15/非标品≤30 ad group 主题簇,交付支持本地 Excel 与飞书在线表格双通道(按系统能力检测 + 用户偏好选择,默认 Excel),数值类指标只取数不编造。
Brilliant Directories
19brilliantdirectories/brilliant-directories-mcp
Manage a Brilliant Directories (BD) membership or directory website via its REST API. Use when the user mentions their BD site, their directory, their members/leads/posts, managing site content, or automating anything on their Brilliant Directories platform.
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.