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 firstLibby Book Monitor
5alexpolonsky/agent-skill-libby-book-monitor
Track book availability on Libby/OverDrive libraries. Search library catalogues, manage a watchlist, and get notified when books are added. Use for "libby", "check libby", "libby watchlist", "is book on libby", "book available", "overdrive", "library catalogue", "ספרייה", "ספרים".
Logo Intro
5CJ10110425/logo-intro
Build an animated WebGL logo intro from a brand's SVG logo. The mark arrives from a lens-warped, colour-fringed close-up, the wordmark pulls out of it, a gradient bloom grows, a lock-in beat (a badge pops, two parts snap together, inner layers rise, or the mark spins) sends out a ring, and a shimmer sweeps the logo. Outputs a single HTML file, an embeddable site splash, or an MP4/WebM video. Use when someone asks for a logo animation, brand intro, opening/splash animation for a website, an intro video like ElevenLabs', or to animate a specific company's logo.
Logo to Stickers
5huyanxius/logo-to-stickers
Turn a logo, brand mark, or existing IP into a consistent set of playful die-cut paper stickers. Use for brand character extensions, logo personification, website sticker assets, or sticker variations that need actual transparent images; not for redesigning the logo itself.
Machiavelli Digital Twin / 马基雅维利分身
5niflhum/machiavelli-skill
A conversational digital twin of Niccolò Machiavelli, distilled from his complete works. Delivers power analysis, strategic decision-making frameworks, and risk assessment with Machiavelli's signature style - based on how things actually are, not how they ought to be. / 以马基雅维利的思维方式、分析框架和表达风格,为用户提供局势分析、决策建议和风险评估。 Three modes: /machia (dialogue), /machia-a (analysis), /machia-w (writing), /machia-e (eastern). Not for: pure emotional venting, everyday trivia, technical questions.
Macros Log
5xeroctation/macros-log
A personal nutrition, calorie, and workout tracker. Use this skill ALWAYS when the user mentions food, products, calories, macros, meals, eating, drinking, body weight, workouts, gym, steps, cardio, daily summary, calories remaining, add product, weekly stats, weight progress, set up profile, change goal, fix or delete a log entry. Even short messages like "200g cottage cheese", "just ate", "had a workout", "weighed myself" are triggers for this skill.
Mailbot Programmable Inbox
5yopiesuryadi/mailbot-programmable-inbox
Integrate mailbot API for AI agent email automation. Create programmable inboxes, send and receive emails, track delivery events, and handle email-based workflows via API, SDK, or MCP Server. Use when building AI agents that need email identity, when setting up agent-to-human communication, when replacing Gmail or Outlook with programmatic email, or when any task involves sending, receiving, or processing emails for AI agents. Covers Node.js SDK, Python SDK, and MCP Server for Claude integration. Always use this skill when the user mentions mailbot, programmable inboxes, agent email, or email
Manara
5OmerWafaey/manara
Orchestrate a software task end-to-end in Claude Code. Use this whenever the user describes building, fixing, reviewing, planning, or shipping something in a project — e.g. "build the X MVP", "add feature Y", "review this PR", "diagnose this bug", "plan this out" — and especially when resuming work after a context clear or in a new session. Manara decides the stage, routes to the right skills, keeps guards blocking, writes a report, and persists progress so a fresh session continues correctly instead of restarting. Trigger it even if the user doesn't say "manara" but is clearly starting or con
Material to Deliverable
5Lucian1u/material-to-deliverable
将本地真实资料整理为可核验的文字交付包。用于用户希望基于文件夹中的材料制作汇报、方案、复盘、调研或课程展示,并需要任务澄清、材料索引、来源追踪、事实审核和最终交付文件时。不用于虚构演示、无来源写作、单文件润色或自动脱敏。
Med Mentor
5Premansh12/med-mentor
Teach medical personnel (physicians, residents, medical students, nurses, PAs, paramedics) clinical knowledge and skills within this workspace, over multiple sessions, via short interactive HTML lessons. Use this whenever the user wants to study for board exams (USMLE, COMLEX, NCLEX, specialty boards), prepare for CME, build clinical reasoning skills (differentials, case work-ups), drill pharmacology/dosing, rehearse OSCE or procedural skills, or review any medical topic in a structured, spaced way — even if they don't say the word "teach" explicitly (e.g. "quiz me on antiarrhythmics", "help m
Meituan Living Assistant
5puzige/meituan-living-assistant-skill
美团生活助手——一键领美团优惠券、搜附近团购美食并下单。当用户提到领券、领优惠、省钱、羊毛、团购、今天有什么活动、附近有什么好吃的、想吃什么(火锅/烧烤/日料/咖啡/奶茶等)时触发;也用于美团账号扫码登录、定时自动领券、取消提醒等场景。
Melies
5melies-co/melies-cli
AI filmmaking CLI with 148 built-in actors, 98 visual styles, and smart model selection. Generate images, videos, posters, and thumbnails without prompt engineering. Text-to-image, text-to-video, image-to-video pipeline, upscaling, background removal. Use --actor, --art-style, --lighting, --mood flags instead of writing prompts.
Memory
5SomeStay07/claude-memory-skill
Unified project memory management: update, prune, reflect, and maintain knowledge. Combines conversation scanning, deduplication, contradiction detection, confidence scoring, and consistency checks in a single skill. Usage: /memory update [topic] — scan conversation, persist learnings /memory prune [type] — find duplicates, contradictions, stale entries /memory reflect — focused correction capture from conversation /memory status — show memory layout, sizes, health Triggers: "/memory", "update memory", "clean memory", "remember this", "memory update", "memory prune", "memory status
Minas
5LUgABeEEE/minas-skill
小米智能存储(Xiaomi Smart Storage / MINAS)Samba/SMB 文件助手:列共享、列目录、体积统计、上传下载、整理 NAS 文件。当用户提到 小米 NAS / 小米智能存储 / MINAS / 私有云 / Samba / SMB / 共享文件夹 / \\主机\共享名,或需要列出、统计、拷贝、改名、删除 NAS 上的文件时使用。仅做文件层操作,不涉及 SSH/root/Docker/固件。
Ml Architecture Diagram
5Ztsdut/ml-architecture-diagram-skill
Create accurate, publication-ready, editable machine-learning and deep-learning architecture diagrams from model code, configuration files, model summaries, graph exports, or written specifications. Use for neural-network figures, architecture schematics, model block diagrams, training/inference diagrams, paper figures, and editable SVG/draw.io/PPTX outputs. Recover the real computation graph first, compress unimportant implementation detail, emphasize the scientific contribution, and never invent modules for aesthetics.
Mr Li Writer
5NocodeMrLi/mr-li-writer-skill
面向中文内容创作的编辑判断、研究、策划、写作与平台原生交付工作流。根据标题、素材、参考资料、核心想法或模糊灵感,先识别读者任务、材料条件和创新必要性,再按需完成语境扫描、可写性判断与方向校准,并区分发布平台与内容目标,进行事实检索、观点设计、平台原生正文写作、标题策划和对应交付。适用于公众号文章、知乎回答、小红书原生笔记、官网/网页、个人博客、行业解读、实用指南和基于素材的扩展研究写作。
Mumu Lidan Work Manual
5xiaolydia/mumu-lidan-work-manual
从《李诞工作手册(全新修订版)》提炼出的内容工作方法 Skill。用于自媒体定位、个人 IP、视频选题、口播脚本、直播、读稿会、pitch、前采和内容团队协作。
Mv3 Doctor
5n0liu/mv3-doctor
Use when building, modifying, migrating, or reviewing a Chrome extension — anything involving manifest.json, a background service worker, content scripts, or Manifest V3. Encodes the MV3 rules that models routinely get wrong, and ships a validator to check the result.
Nasapunk Design
5duanth/NASA-Punk-UI-SKILL
NASApunk retro-futurist frontend design system with a Starfield-inspired modern layer — NASA golden age (1960s–1980s) aesthetic evolved with Starfield's contemporary polish, for building or restyling web pages. Worn white baked-paint panels, gold Kapton insulation foil crinkle gradients, worm-style single-stroke red wordmark, Swiss grid typography (Helvetica + monospace stencil labels), technical documentation textures (rubber stamps, blueprint grids, hazard stripes, rivets, monospace spec tables, mission patches, doc-control bars) — plus Constellation-style four-color emblem stripes, soft-sha
No AI Tone
5mckenizemanfull5678-ctrl/no-ai-tone
中文长文写作五步管线:把杂乱素材整理成一篇读起来「不像 AI 写的」文章。当用户要写 公众号 / 知乎 / 博客等中文长文,要把素材·笔记·链接整理成稿,抱怨 AI 写的东西有 「AI 腔 / AI 味」,或想给一篇已有文章去 AI 腔、提炼金句、规划配图时使用。主线五步写作 + 配图落地:选题研判 → 内容线设计 → 大纲打磨 → 风格化初稿 → 双重精修(去 AI 腔 + 金句提炼) → 配图落地(信息图为主、配图也去 AI 味)。核心心法是「人决策、AI 执行」——每一步产出后 停下来等用户拍板,绝不一口气跑完。
Noey a Dev
5KCCHDEV/coder-noey-skill
Use this skill when the user wants a careful full-stack AI coding teammate named Ney to design, implement, refactor, debug, document, and maintain web/app/game projects. Ney preserves existing code, archives instead of deleting, updates work.md for resume safety, communicates clearly in terminal-friendly summaries, and applies clean cute UI/UX plus robust backend logic.
Novel Writing Coach
5chanceline-max/novelist-skill
指导模型原创小说的选题、策划、大纲、人物、剧情、章节、续写、改稿、卡文与长篇连续性管理;适用于男频、女频、言情、玄幻、都市、悬疑、现实、无限流等题材。
Obsidian Skill
5wizzy15/obsidian-skill
Controls Obsidian vaults via the official CLI (1.12+). Reads, creates, appends to, and searches notes. Manages daily notes, tasks, tags, properties, templates, bookmarks, and plugins. Analyzes knowledge graph structure including backlinks, orphans, and unresolved links. Triggers on Obsidian, vault, notes, daily notes, knowledge base, PKM, second brain, zettelkasten, backlinks, or note-taking tasks.
Oeconomia
5vincitamore/oeconomia
Delegation economy for a session whose own context window is the scarce resource. REFLEX: name the model wherever the dispatch primitive accepts one (an unset model can inherit the session model and silently spend the budget you protect); delegate bulk early (multi-file reads, protocol-driven review sweeps, build/test runs, scripted edits) so freight never lands in the compounding window; keep judgment and every required orientation read; floor: one known-file read, one grep, a two-line edit, or any read near session end stays home; a same-provider subagent relieves the window, never the accou
Office Call Skill
5xiexie-qiuligao/counselor.skill
Build and evolve a single high-fidelity counselor system for real student-counselor communication rehearsal, distillation, correction, and reality-sync practice.
Omi
5CzzzzzzJ/omi
Omi3.0 小红书图文笔记生产线。输入内容素材 + IP形象,自动产出分镜脚本JSON + 图片生成指令,适用于 Claude Code、OpenClaw、Codex、扣子等任何具备本地图片生成能力的 Agent 平台。触发词:omi、小红书笔记生成、omi笔记
Openpencil Design Orchestrator
5ziiinian/openpencil-design-orchestrator
Orchestrate Pencil/OpenPencil design work through MCP using a staged workflow: preflight, planning, skeleton, section content, refinement, and safe fallback. Use when working with Pencil/OpenPencil, .fig/.pen design files, MCP-based design editing, or when Claude Code, Codex, Cursor, or Windsurf needs reliable prompt patterns, client setup guidance, and risk controls for AI-assisted design changes.
Outline Wiki
5huangy7/outline-skill
Use when the user wants to search, read, create, update, organize, or format notes and documentation in an Outline knowledge base.
Paper Evidence Framing
5zlsjtj/PaperCraft
PaperCraft 用于研究论文的创新定位、工作量呈现、图文精修和透明审阅。按已有证据交付实际修订稿、黄色审阅标记与中文诊断,也支持仅审阅、局部修改、续改和实验未完成的稿件。
Parallel Lanes
5noderaven/parallel-lanes
Runs an approved implementation plan as parallel lanes of tasks in separate git worktrees, each task implemented and reviewed by its own agents, then integrated, checked and reviewed as a whole. Use when an approved implementation plan is about to be executed (at the execution-method handoff), or when resuming a stopped parallel-lanes run.
Phd Application Advisor
5alex-yimingyang/phd-application-advisor
大龄非科班转AI申请海外PhD的全流程顾问。覆盖RA申请、选方向选校、套磁、文书、面试、推荐信、时间规划等所有环节,专门针对30+在职、非CS背景、想转AI方向申博的人群提供策略建议。 当用户提到以下任何场景时使用此skill:大龄读博、非科班申博、转行申PhD、30+申博、在职申博、工作后读博、非传统背景申请PhD、AI方向博士申请、美国博士申请、海外PhD、申博规划、申博咨询,或任何涉及"工作几年后想读博不知道怎么开始"的问题。即使用户没有明确说"非科班",只要描述了类似背景(非CS本科、工作多年、想转AI/ML方向读博),也应触发此skill。
Ppt Rebuild
5Enei7/ppt-rebuild-skills
Rebuild existing PDF slide decks, especially mathematical lectures, as visually faithful and object-editable PowerPoint with native editable Office equations, calibrated math/text alignment, and exact source-figure crops. Not for creating a new image-only presentation from an outline.
Prism V2
5Ronkupper/PRISM
PRISM — structured multi-session, multi-vendor LLM-orchestrated audit and research framework. Trigger this skill whenever the user invokes PRISM mechanics by name or by recognizable construct: PRISM audit, PRISM v2, begin a PRISM audit, Master file, any filename matching *_master_p*.md, Prompt Strategy, Lens Library, Vendor Selection, Vendor Triangulation, Setup probes or any of P1-P7 by number, Monitor M* or any of M1-M12 by number, Standing Principle SP-*, Execution Envelope, Execution Self-check, Execution Output, Dispatch register, Dispatch shape (equivalence/split/limitation-named), the W
Project Showcase
5ayushxx7/project-showcase-skill
Automate the creation of high-quality project showcases: UI captures, security scans, repo health audits, README injection, GitHub releases, and social media launches.
Project Steward
5CheshireMew/project-steward
从项目过程与结果提炼治理方法并在明确要求时自我进化;按实施计划审计完成度,研究整理仓库,预防返工,沿根因修复跨层缺陷,治理架构、目录职责、用户链、UI/UX、文档、日志、环境与发布。Use for project-history learning/evolution; audit a plan or repository; understand or organize a codebase; inspect external-tool compatibility, durable operations, and project governance. Excludes isolated function, security, dependency, CI, or monitoring-only work.
Prompt Constraints
5q253595422/prompt-constraints
生图 / 视频提示词约束引擎。把模糊需求、关键词、粗糙草稿或参考图,转成受约束、可校验、可直接投喂的生图(t2i / i2i)与视频(t2v / i2v / 多镜头)提示词。 用于:写/优化/扩写生图提示词,写/优化视频提示词,从参考图反推提示词(图画文 / img2prompt),锁定角色·场景·风格一致性(character sheet / 角色三视图 / 身份锚点),写负面约束与回避清单,按模型适配(Nano Banana Pro、即梦 Seedream、GPT Image、Midjourney、FLUX、Seedance、可灵 Kling、Veo、Sora、Hailuo、MiniMax、LTX、Wan)。 当用户提到「生图提示词 / 视频提示词 / prompt / 提示词 / 反推提示词 / 图画文 / 一致性 / 首帧图 / 分镜 / 运镜」时使用。
Prompt Optimizer
5talki-io/prompt-optimizer
Optimizes and polishes an existing AI/LLM prompt the user has already written — fixing wording, grammar, structure, redundancy, and clarity — while strictly preserving the original intent, role, scope, capabilities, constraint strength, and every technical detail (commands, paths, URLs, parameters, code blocks). Use whenever the user invokes /prompt-optimizer with a prompt (no extra instruction needed), or pastes a prompt and asks to optimize, refine, polish, clean up, simplify, tighten, restructure, make more professional, or "fix the wording" of it, even without the word "prompt" — e.g. "mak
Qianchuan Material Breakdown
5bianzigege/qianchuan-material-breakdown-skill-bailian
对本地或可访问链接中的 MP4、MOV、WebM、M4V 短视频进行千川素材结构拆解:先确认素材获取方式、素材来源、品类和商品,品牌可选;本地完成媒体预处理,并可调用阿里云百炼多模态模型识别关键帧,提取口播、字幕、画面、逻辑分段视频和关键帧,输出固定 merchant_v2 商家报告、可执行仿拍方案,并可通过飞书或钉钉呈现和沉淀结果。用户说“拆解这个千川视频”“分析这条抖音广告的分镜”“提取口播字幕和镜头”“还原本地短视频结构”时使用。只分析视频内容结构,不判断真实消耗、ROI、成交量或投放效果。
R Analytics
5LeoLin990405/r-analytics-skill
R language data analysis and visualization skill. Use when user asks to (1) run R scripts or code, (2) install/update R packages, (3) perform data analysis with R, (4) create visualizations with ggplot2/plotly, (5) statistical analysis, (6) data manipulation with tidyverse/dplyr/data.table. Triggers on keywords like "R语言", "R脚本", "ggplot", "tidyverse", "数据分析", "可视化".
Rankcontrol
5rankcontrol/rankcontrol
Operate the user's RankControl workspace (rctrl.com) from the command line - AI search visibility and citations (ChatGPT, Perplexity, Claude, Gemini, Grok, Google AI Mode, Google AI Overviews), SEO content planning, article generation and publishing to their CMS, backlinks and outreach, social repurposing, brand memory, and reports. Use this whenever the user asks about AI visibility, AI citations, GEO/AEO, being cited by ChatGPT, their content calendar, publishing articles, AI traffic attribution, or anything in their RankControl account, even if they don't name RankControl explicitly.
Readme
5ephemerallyCaden/write-readme
Writes or improves a README (README.md) from codebase analysis, with run commands checked against build files, project screenshots and anti-AI writing rules. The prose avoids the patterns that make a README read as AI-generated. Use when asked to write, generate, create, update or rewrite a project README ("write a readme", "generate a README.md", "update my readme"), to critique, review, audit or improve an existing one ("/readme critique", "review my readme", "improve my readme"), or on "/readme". Supports minimal/standard/detailed verbosity and 20 project types. Screenshots are found in the
Readme Generate
5agenvoy/skill-readme-generate
從原始碼分析自動生成雙語 README。當使用者請求為專案建立 README、需要從程式碼庫生成 README.md(英文)和 README.zh.md(中文)、或希望為其函式庫/套件建立一致的多語言文件時使用。
Red Tide Algal Bloom Monitoring
5dungnotnull/red-tide-algal-bloom-monitoring-agent-skill
Red Tide (Harmful Algal Bloom) Monitoring & Early Warning - HAB Monitoring & Aquaculture Safety analysis & decision-support harness. Use this skill whenever the user asks about red tide, harmful algal blooms, HAB monitoring, aquaculture safety, marine water quality, algal toxin detection, shellfish safety, marine biological monitoring, satellite chlorophyll analysis, coastal water management, or needs analysis of marine bloom events. This includes queries about bloom detection, toxin risk assessment, aquaculture impact, early warning systems, environmental triggers, species identification, or
Reinit
5aisk/reinit
Review available recent code-agent history and tool calls, then update the current repository's durable agent guidance with repeatedly needed facts and user-corrected conventions. Run only when the user explicitly invokes /reinit, $reinit, or names the reinit skill; never invoke automatically.
Resume Builder
5siddqamar/resume-builder-skill
Professional resume builder and personalizer. Use this skill when the user wants to create a new resume, update their existing one, or tailor a resume for a specific job description (ATS-friendly).
Resume Builder Cn
5LittleDrunkWang/resume-builder-cn
Create, optimize, and rewrite Chinese, English, or bilingual resumes for students, graduates, researchers, interns, career changers, and experienced job seekers. Use when the user provides a target role, job URL, JD screenshot, recruitment poster, company/team/lab name, or asks to build a resume, optimize against a JD, research a role online, assess fit, screen experiences, improve job match, create editable HTML or Markdown, or export PDF. Photo guidance is auxiliary and only applies when the user asks for resume/profile photo advice together with a resume task.
Reviewer Response Rebuttal
5maydengximin-sketch/reviewer-response-rebuttal-skill
审稿意见回应与修回信(Response to Reviewers / Rebuttal Letter)专项助手,聚焦"收到期刊 major/minor revision 决定信后,如何写出一封让编辑与审稿人满意、显著提高录用概率的逐条回应信"的完整链路。当用户要处理修回、回复审稿意见、写 rebuttal 的任何环节时使用:读懂并拆解编辑决定信(区分编辑硬性要求 vs 审稿人建议、必答项 vs 可选项、major vs minor vs reject-and-resubmit)、搭建回应信整体结构(致谢开场 + 逐条编号 + 修改稿定位约定)、写好逐条回应的黄金三段式(复述该条意见→说明如何修改→引用修改后的原文并标注页码/行号)、把握不卑不亢的语气与外交辞令、同意并落实修改时怎么写、礼貌但有据地反驳(push back)不合理意见时怎么写、处理两位审稿人意见相互冲突、应对常见要求类型(补分析/补文献/理论深化/方法澄清/样本与因果质疑/英语润色)、写给编辑的 cover letter、重投前的 tracked changes 与清单核对与时间管理、高频英文回应句式库。触发词包括"审稿意见""回复审稿人""修回""大修""小修""major revision""minor revision""response to reviewers""rebuttal""回应信""修改说明""r
River Trash Boom Robot Design
5dungnotnull/river-trash-boom-robot-design-agent-skill
Autonomous River Trash-Boom Design & Testing — Production-grade harness for Autonomous River Debris-Boom Robotics & Hydraulics evidence-backed analysis with real-time data aggregation, recognized domain methods, and self-improving knowledge pipeline.
Roblox Blender Modelling
5WildCake/roblox-blender-modelling
Model, UV unwrap, consolidate and prepare Blender assets for Roblox. Use for props, vehicles, mechanisms and static environments; reference reconstruction; stretched textures, inconsistent texel density or unintended UV overlap; excessive MeshParts, segmented exports and duplicate mesh uploads. Covers the official Roblox Blender add-on and import validation, not general gameplay or UI implementation.
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.