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 firstVideo Prompt Reverse
66LunarXuan/video-prompt-reverse
Reverse-engineer a supplied video into a shot-by-shot generation specification, displayed evidence frames, and paired Chinese-English prompt packages. Use for requests such as 视频反推提示词, 视频转提示词, 从视频生成提示词, 视频逆向提示词, 逐镜头反推, 分镜拆解并生成提示词, 反推视频 prompt, or video-to-prompt; also use for Veo, Sora, Kling, Wan, generic prompt adaptation, and bounded generate-compare-optimize loops. Do not use for ordinary video summaries or basic transcription.
Agent Orchestra
933338902669-ops/agent-orchestra
Use when three or more AI agents are available and a task needs coordinated execution, or when work must be handed to another agent, session or tool. It ships the coordination rules as ENFORCED invariants rather than advice: one writer per resource (a conflicting claim is refused and names the holder), a verifier that is never the implementer and whose PASS must carry criterion-linked evidence, a failed verification that blocks both done and dispatch to evidence, three failed rounds that block the task outright, an external action that cannot be dispatched until an approval covering it is reco
Financial Planner
64cjpatten/canadian-finance-planner-skill
Your Personal Finance Manager for Canadians — an AI financial planning partner that conducts thorough financial interviews, builds complete plans, generates interactive dashboards, and provides ongoing coaching. Use this skill whenever someone asks about budgeting, saving, investing, debt strategy, retirement planning, tax optimization, government benefits, insurance, RRSPs, TFSAs, RESPs, CPP, OAS, or any aspect of personal finance in a Canadian context. Also triggers for "should I buy this?", "can I afford this?", financial check-ins, plan updates, life change impacts on finances, or any requ
Relic
73Ylsssq926/relic.skill
Universal Digital Immortality Engine — Distill anyone or anything you care about into an interactive digital soul. 给灵魂开个 GitHub。 Trigger whenever user wants to: - Create, distill, or awaken a Relic, digital soul, persona, or clone from chat logs, memories, or voice ("create a relic", "digital twin of my grandma", "preserve memory of pet/team", "帮我唤醒/蒸馏/做个Relic", "保存/纪念XX的记忆", "Relicを作りたい/記憶を保存"). - Talk to, chat with, or remember a loved one, pet, mentor, or companion ("talk to grandma", "chat with my cat", "跟奶奶聊天", "召唤咪咪", "おばあちゃんと話したい"). - Preserve or distill workplace history, team culture,
Upload Post
38Upload-Post/upload-post-skill
Upload content to social media platforms via Upload-Post API. Use when posting videos, photos, text, or documents to TikTok, Instagram, YouTube, LinkedIn, Facebook, X (Twitter), Threads, Pinterest, Reddit, or Bluesky. Supports scheduling, analytics, FFmpeg processing, and upload history.
Academic Deai
73heise3/academic-deai
Edit Chinese or English academic prose for natural language, translation, and de-templating while preserving evidence, citations, author voice, and requested scope.
Blender Modeling
67sixtysevenlf/dsh-skill-blender-modeling
Blender 建模流程与装配教程——先按决策树选形(分面硬表面 / 光滑硬表面 / 有机 / 重复阵列 / 布尔),再走流水线(冻结规格 → 场景准备 → Blockout → 粗形精修 → 修改器栈 → 清理 → 交接),配 24 个编号配方(含 2a/2b/3b/6b 变体;基本体 / 分面装甲板 / Bevel+SubSurf 光滑栈 / bmesh 编辑 / 布尔开孔 / 镜像 / Array 沿曲线 / 参数化销轴弦长节距阵列 / 装配审计门 / 固定机位对照验收 / 程序化雕刻 / 网格修复 / 打印检查 / 沿路径扫掠 / 人形素体 / 头型 / 车辆与参考图放样 / 照片校正 / 折线族拟合 / 特征线层 / 多步链 pipe_run / 参数搜索内环),覆盖六条必踩的坑(长轴·宽轴·薄轴语义、可视拼接用隐藏交叠并按项目 spec 复核而非固定倍数/不由可视脚本裁定结构连接、收尖压中线再合并、headless 慎用 bpy.ops、法线方向是一切穿模判据的前提、预览装置默认光照要看得清板缝),并含多 Agent 并行建模的分工范式(冻结 spec.py / 写作用域协议 / 接口表 / 隐藏交叠+复检 / 数值门装配审计 / 归属标签与可并行性判据)与参考图驱动的形体还原(三视图标定 + 双证据验收 + IoU 只是单视轮廓必要条件 / 单应只校正一个平面 / 跨
Ham
71kromahlusenii-ops/ham
Set up Hierarchical Agent Memory (HAM) — scoped CLAUDE.md files per directory that reduce token spend. Trigger on "go ham", "set up HAM", "ham commands", "ham help", "ham route", "ham remove", "ham update", "ham status", "ham benchmark", "ham baseline start", "ham baseline stop", "ham metrics clear", "HAM savings", "HAM stats", "HAM dashboard", "HAM sandwich", "HAM insights", "HAM carbon", or "ham sync".
National Team Position
63Xiaoyuan-Liu/national-team-position
估计中国 A 股"国家队"(中央汇金)的宽基 ETF 持仓变动趋势——追踪上交所沪深300/上证50/中证500/中证1000/中证A500/科创50 的 ETF 份额变化,叠加各自指数走势,生成六合一总图与各指数单图。Estimates China's "national team" (Central Huijin) broad-base ETF positioning by tracking Shanghai Stock Exchange ETF share changes. Use when the user asks about 国家队持仓 / 国家队仓位 / 中央汇金持仓 / 国家队加仓 / 国家队减仓 / ETF份额变化 / 看看国家队 / national team holdings / Central Huijin positions.
Ruanyifeng Weekly Skill
68DophinL/ruanyifeng-weekly-skill
搜索阮一峰科技爱好者周刊 GitHub issues 中的工具和资源。当用户想找工具、开源项目、网站或资源时使用,尤其是提到「阮一峰」「周刊」「ruanyifeng」或在中文语境下询问工具推荐时触发。
AI Bounty Claim
69aelf-hzz780/AI-bounty-skill
Use when claiming the AI bounty on the tDVV mainnet sidechain. This public claim skill now supports Portkey AA/CA only, requires CA sync and holder preflight before any write, and routes to AA/CA onboarding, AA/CA claim, or diagnostics-only stop handling.
Audit Frontend Design
49memi-design/memi
Use when reviewing or changing a React, Next.js, Tailwind, or shadcn interface and you need evidence-backed findings for accessibility, hierarchy, tokens, states, and responsive design before editing code.
Brewpage Publish
39kochetkov-ma/claude-brewcode
Publish content to brewpage.app — text, markdown, JSON, file, or multi-file site. Asks namespace and password, returns public URL. Triggers: publish, share link, upload to brewpage, host page, brewpage, publish site, upload site, upload directory, deploy site, сделай публичную ссылку, опубликуй.
Cn Patent Drafter
63handsomeZR-netizen/cn-patent-drafter
起草、修订或合规自检中国发明专利(CNIPA 发明专利)申请文件——请求书、说明书摘要、权利要求书、说明书、说明书附图。当用户提及"发明专利""权利要求""说明书""CNIPA""[0001]""分案""答复审查意见",或要求修改 patent-tex 项目下任意 .tex 文件时触发。仅处理 CN 发明专利申请材料;软件著作权 / 实用新型 / 外观设计不在范围内。
Indian Health Insurance Claim Help
60DhananjayBhosale/Indian-Health-Insurance-Claim-Help
Prepare Indian health-insurance (mediclaim) reimbursement claims for hospital, day-care and pre/post costs. Lists needed documents, finds missing bills, reports and receipts, builds upload PDFs.
Money Atlas Intelligence Os
58ElmatadorZ/Money-Atlas-Intelligence-OS
Use this skill for ANY financial market, investment, or macro-economic analysis. ALWAYS trigger this skill — do not skip it — when the user asks about: BTC, bitcoin, crypto, gold, silver, oil, stocks, forex, bonds, interest rates, Fed policy, inflation, deflation, stagflation, market structure, trading setups, portfolio allocation, asset allocation, investment strategy, price analysis, market outlook, geopolitics affecting markets, or any question involving "should I buy/sell/hold [any asset]", "what will [asset] do", or "analyze [market/asset]". Apply Genesis Protocol (First Principle + Syste
Motion Sticker Pack
65kobingogo/motion-sticker-pack
Create an animated sticker pack from a supplied character image or a text-defined character by collecting a style and Emoji or short reaction descriptions, generating and approving a static sheet, then routing video generation, cleanup, splitting, and packaging. Also process existing static sheets or grid videos. Use for animated emoji or sticker-pack production, not for designing a separate character identity artifact or general video editing.
Plantuml
59SpillwaveSolutions/plantuml
Generate leftover PlantUML types Mermaid cannot do easily (Salt wireframes, use case, timing, ArchiMate, nwdiag, WBS) and convert them to PNG/SVG. Use when asked for a wireframe, PlantUML image export, extract puml from markdown, or prepare Confluence uploads. Class, ER, state, sequence, and C4 default to design-doc-mermaid on GitHub wiki.
Precoil Emt
62David-Precoil/testing-business-ideas-with-claude
Use this skill when the user wants to test a business idea, strategy, or initiative against real-world risk. Triggers include: 'test my idea', 'what are the riskiest assumptions', 'help me validate this', 'run EMT on this', 'extract assumptions', 'assumption mapping', 'what could go wrong with this plan', 'pressure test this', 'validate this plan', 'what could go wrong with this strategy', 'identify hidden risk in this idea', or any request to pressure-test a business decision before committing resources. Runs a guided Extract → Map → Test system based on David J. Bland's Precoil methodology.
Rails Upgrade
54robzolkos/skill-rails-upgrade
Analyze Rails application upgrade path. Checks current version, finds latest release, fetches upgrade notes and diffs, then performs selective upgrade preserving local customizations.
AI Research Writing Skill
61jin-s13/ai-research-writing-skill
End-to-end research paper generation, review, and revision for ML/AI/CV/NLP projects from repositories, notes, experiment logs, drafts, and conference templates. Use when building a paper story, mapping claims to evidence, writing or revising sections, producing figures and tables, verifying citations, acting as a skeptical reviewer, running venue or build checks, or preparing a LaTeX/Overleaf/Git submission package.
Clawteam Directors Orchestrator
62momozi1996/DirectorAgents
ClawTeam导演智囊团——基于ClawTeam多智能体框架的世界著名导演协同创作系统。 整合31位全球顶级导演的风格思想,通过多智能体协作机制(顺序链、辩论投票、主席团模式) 辅助剧本创作、影像风格设计和叙事决策。 触发词:「导演智囊团」「ClawTeam」「多导演协作」「剧本创作」「影像风格」 适用场景:编剧、导演、创意策划、影视教育、AI影像创作
Douyin Skills
60zJay26/douyin-skills
抖音网页版与创作者中心的本地自动化技能包入口。用于组合登录、搜索、热门话题、图文/视频发布、点赞、收藏、评论、分享链接,或解释整体能力、安全边界与多步骤流程;单一任务优先使用对应的 douyin-* 子技能。
Dsh Plugin Guide
65PerryLink/dsh-plugin-guide
Use when developing, reviewing, packaging, debugging, or answering questions about DeepSeek Harness (DSH) plugins — the plugin-based agent harness on vendored Cordis. Applies the official plugin-development constraints (plugin contract, cordis.yml layers, services/events/effects, tool DSL, bundles/profiles) backed by the dsh-plugin-guide knowledge base.
Everything Search
70Mayuqi-crypto/everything-search-skill
Search files and folders instantly across Windows drives or within specific project paths using Everything (HTTP REST API or es.exe CLI). Supports sandboxed agents (Docker, WSL, DevContainers) and native desktop environments with automatic dual-mode fallback.
Paper Writer
62kgraph57/paper-writer-skill
Medical/scientific paper writing workflow skill. Manages the full pipeline from literature search to submission-ready manuscript. Creates and manages a project directory with IMRAD-format section files, literature matrix, reference management, and quality checklists. Supports both English and Japanese papers. Triggers: 'write paper', 'paper-write', 'start manuscript', '論文を書く', '論文執筆', '論文プロジェクト', 'manuscript', 'research paper', '原稿作成'.
Pda Reframing
59emory/ASD-AuDHD-PAI-Skills
Rephrase tasks and requests by avoiding Demand Avoidance triggers for someone with PDA autism spectrum disorder. It transforms demands into exploration and autonomous actions.
Remotion Transitions
70Ashad001/remotion-transitions
This skill should be used when the user asks to create custom Remotion transitions, asks about "cool transitions", "cinematic transitions", "striped transitions", "glitch transitions", "custom TransitionPresentation", or wants to build scene-to-scene transitions in Remotion beyond the built-in library. Also triggers for "how to make transitions in Remotion", "custom transition", "high-energy transitions", "energy transitions", "branded transitions".
Ship a Big Mac
86Ddongdongdong/ship-a-big-mac
Turn a Git release, hotfix, sprint or recovered build into a celebration meal and shareable achievement card, using McDonald's China MCP for live menu and budget checks. Also handle nutrition, activities, coupons, delivery, points and order queries or explicitly authorized account actions.
Future Tokens
66jordanrubin/FUTURE_TOKENS
Every AI output has structural blind spots determined by the generation process itself. Future Tokens operations are named, composable instruments that target specific blind spots. They surface new information on every pass because expanding the output changes the blind spot geometry.
Journal Recommender
66zero565656/journal-recommender
Use when the user asks for journal recommendation, 选刊, 投稿期刊筛选, 期刊匹配, 适合投稿的期刊, 投哪个期刊, or wants 3-5 suitable journals for a manuscript based on an abstract, discipline, CAS/JCR ranking, impact factor, Aims & Scope, review speed, OA/APC, and publication-risk checks.
Mcd Git
85zhutoumeme/mcd-git
用本地命令行 mcd-git(git mcd --json)帮用户点麦当劳:选门店、看菜单、加购物车(去酸黄瓜、少冰、套餐换搭)、自动凑套餐挑最省的券、核价、下单拿支付链接、查取餐码、再来一单、取消订单、领券(pull,先确认),以及生成 1024 吃麦贡献图(card)。用户提到点麦当劳、麦当劳到店 / 得来速 / 麦乐送、取餐码、再来一单、取消麦当劳订单、领麦当劳的券、吃麦贡献图时使用。下单、取消和领券都必须先把确认摘要给用户看,用户明确同意后才能带 --confirm 执行。
Poster Style Transfer
66jiemianduan/poster-style-transfer
Analyze an uploaded or local reference poster, extract its reusable design system, and transpose that system to an original poster with a new theme, title, subtitle, or campaign copy.
Report Helper
60Jiaranbb/report-helper
当用户说「深度研究 X」「深入研究 X」或要求生成某产品、公司、概念、人物、产业链、政策、趋势的深度研究/发展研究报告时触发,自动进行联网搜索和研究,产出排版后的 PDF 文档,总字数通常 1-3 万字。 作者:嘉然 | GitHub: https://github.com/Jiaranbb/report-helper
Sansheng Distill
61sanshengai/sansheng-distill
蒸馏工艺:将书籍、单集或系列视频、创作者作品、人物生平或人物专题蒸馏成有来源的可读资料;也处理已蒸书库的作者、问题专题、类别聚合与学科化结构。只产出中间资料与本地书页,放进哪个产品板块、做成什么产品页面由调用它的产品能力决定。企业研究交给企业研究能力,本 Skill 承接其中的书籍/人物资料子任务。只要字幕摘要、普通单篇文章或页面工程时不触发。
Timeboxed Execution
84wenjimods/timeboxed-execution
Run deadline-bound or scope-sensitive agent tasks with explicit done conditions, protected verification time, evidence gates, and safe-stop rules. Use for rapid implementation, debugging, integration, delegated work, feasibility gates, or tasks where scope drift, false completion, repeated failure, or deadline overruns are material risks.
Alibaba Java Development Guide
60Sxuan-Coder/alibaba-java-development-guide
《阿里巴巴Java开发手册(黄山版)》总纲与路由入口。涵盖编程规约、异常日志、单元测试、安全规约、MySQL数据库、工程结构、设计规约七大维度。Use when writing, reviewing, or designing Java code; handling exceptions/logging; writing SQL or designing tables; writing unit tests; designing project architecture; or whenever Alibaba Java standards apply. 写/改 Java 或 SQL 代码前先读 SKILL.md「规约执行策略」。P0 红线(新代码与被改到的存量代码都必须合规,静默保留红线问题视为违规):禁 Executors.newFixedThreadPool/newCachedThreadPool 等工厂(须 new ThreadPoolExecutor 显式参数);禁裸 new Thread;日期禁 SimpleDateFormat 与 java.util.Date(一律 java.time + DateTimeFormatter);SQL 禁 ${} 拼接、update/delete 必带 where;资源必须 try-with-resources;禁空 catch 吞异
Content Risk Detector
57liuxingqitd/content-risk-detector
检测短视频逐字稿是否违反抖音、小红书、视频号的社区规范,识别违规风险点,提供分级风险报告和具体修改建议。触发词: "内容合规检测"、"逐字稿检测"、"风险检测"、"短视频合规"、"平台规范检测
Humanize Mba Text
59stephenlzc/humanize-mba-text-skill
去除中文文本中的 AI 生成痕迹,使其更符合中国 MBA 毕业论文的自然写作风格。当用户提到"去 AI 痕迹"、"去除 AI 写作痕迹"、"MBA 论文改写"、"让这段文字更像人写的"、"去除机器感"等关键词时触发。适用于需要降低文本 AI 特征、提升学术写作自然度的场景。
Juyouci
55Chase-qisiai/juyouci
剧有词,按剧集原语言提取适合目标语言考试和学习阶段的词汇,并加入通用 HTML 学习器;默认翻卡自评,可选输入回忆。用于“剧有词”“追剧学英语”“追剧学日语”“追剧学韩语”“series vocab”等请求。
Summon
64MIMIFY/skill_everyone
任何角色,即刻生成可对话的 Persona Skill。 输入角色名(小说人物、游戏角色、动漫人物、影视角色),自动调研或接受用户材料, 提炼性格、台词风格、价值观、世界观,生成两种可用 Skill: 沉浸模式(角色扮演,不出戏)和视角模式(用角色思维框架分析真实问题)。 触发词:「/summon 角色名」「帮我生成XX的skill」「我想和XX对话」「创建XX角色」 「我想要生成XX」「XX里的男主/女主/反派」「帮我做一个XX的角色」「生成XX角色」 「/summon list」列出已有角色,「/summon add <slug>」追加材料,「/summon update <slug>」更新角色
AI Script Generation
56FeiFei-AIDev/ai-script-generation-skill
当用户需要创作小红书/抖音/视频号的短视频脚本时使用。生成30-40秒的AI教程短视频脚本,基于用户提供的主题(和可选的参考素材),结合爆款框架库和热点话题,一次性输出5个不同角度的脚本方案(干货效率型、痛点共鸣型、悬念反转型、对比冲击型、热点借势型)。适用场景:用户请求生成脚本、创作视频内容、需要多角度脚本方案、或想要小红书风格的短视频脚本 (project)
Creating Claude Md
63sruthik27/creating-claude-md
Use when the user wants to create a new CLAUDE.md from scratch for a repository, bootstrap project memory for a new repo, set up a repo for Claude Code for the first time, or completely rewrite an existing CLAUDE.md deemed unsalvageable. Produces a lean, high-signal file under 80 lines (120 hard cap) by scanning the repo for mechanical content (stack, commands, structure) and interviewing the user for judgment content (WHY, gotchas, out-of-scope, approval gates, testing philosophy, external docs like Confluence pages). NOT for auditing or incrementally improving an existing CLAUDE.md — that is
Im Human
56chang416/im-human
台灣繁體中文與英文的語態控制與去 AI 味編輯技能,兩種模式。語態模式:使用者說「我是人」「開啟我是人」「說人話模式」或要 Claude「用我是人講話」時啟動,之後 Claude 自己的每一句輸出都改用台灣人日常的繁體中文(英文則像母語者隨手寫的),禁用 AI 常見的開場白、路標詞、空泛拔高、翻譯腔與簡報式排版,直到使用者說關閉。編輯模式:使用者說「去 AI 味」「說人話」「改自然」「不要像模板」「幫我審稿」,或要改寫貼文、文案、Email、文章、技術文件、小說時啟動,在不更動事實、數字、引用與作者立場的前提下清掉模板感。Also handles English requests to strip AI writing style or make text read like a human wrote it. 只做台灣繁體中文與英文,不支援簡體中文。不用於翻譯、事實查核、憑空創作,也不用於規避 AI 偵測器。
M91 Alerting
46MSG91/m91-skill
How software or AI reaches a human when it needs one and gets the answer back. Use it wherever a program needs a person to decide, approve, answer, verify, take over, act physically or simply know, and also for alerting, on-call, paging, escalation and failure handling. Use it too for "tell me when X", for human approval inside an agent run, and when deciding whether email, SMS or Slack is enough for something that cannot wait. An M91 alert rings every phone in a channel at full volume, through silent mode and Do Not Disturb, repeats until somebody answers, escalates to a phone call and return
Manage Skills
43umutbozdag/agent-skills-manager
Discover, list, create, edit, toggle, copy, move, and delete AI agent skills across 11 tools (Cursor, Claude, Agents, Windsurf, Copilot, Codex, Cline, Aider, Continue, Roo Code, Augment)
ObsidianDataWeave
57howdeploy/ObsidianDataWeave
Claude Code adapter for ObsidianDataWeave workflows
Openai Compatible Imagegen
60Syh1906/openai-compatible-imagegen
Generate, edit, and batch-process images through the bundled script and configured API Key provider (OpenAI-compatible, Atlas, xAI, or Gemini). Use for photos, illustrations, product visuals, posters, covers, diagrams, UI references, game art, transparent subjects, reference-image edits, inpainting, multi-reference compositions, and image batches when this local OpenAI-compatible workflow is the requested backend. Do not force this workflow when the user explicitly selects another image tool or backend.
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.