Claude Skills
The open format is called Agent Skills and works in Claude Code, Codex, Cursor and other agents — most people know it as Claude Skills.
Every Agent Skill we could find on GitHub, deduplicated by content. 79 354 files from 1 739 authors, of which 61 713 are unique — the rest is the same skill repackaged into someone else's repository. For each one: what it weighs in tokens, whether it ships runnable scripts, and which MCP servers it needs.
Connect to and query WRDS (Wharton Research Data Services) from any research project. Use this skill whenever the user needs to download, query, or explore data from WRDS — including Compustat, CRSP, FactSet, I/B/E/S, or any other WRDS-hosted database. Also trigger when the user mentions WRDS tables, WRDS libraries, or wants to look up variable definitions or coverage in WRDS datasets. Do NOT trigger for general SQL or database questions unrelated to WRDS.
Provides the complete Swift Concurrency Migration Guide. Use when migrating to Swift 6, resolving data-race safety errors, understanding Sendable and actor isolation, or incrementally adopting async/await.
| 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。
Parse RSS 2.0/0.9x, Atom 1.0, RSS 1.0 (RDF) and podcast (itunes:*) feeds in Python into typed pydantic v2 models with the `rss-parser` package. Use this skill whenever a task involves reading, polling, validating or normalizing a feed in Python - building a feed reader or aggregator, ingesting podcast episodes, deduplicating items while polling, extracting namespaced tags like dc:creator or media:content, or converting feed XML to JSON - even when the user only says "parse this RSS", names feedparser, or hands over a feed URL without naming a library.
> Spin off parallel cloud Devin sessions. Hand off a task to a fresh cloud Devin session that runs in the background — each gets its own VM with shell, browser, and full repo access — so you can fan out several sessions at once and keep working locally while they run. Use for parallel or long-running work and CI work, browser automation, migrations, or large refactors. Also an API for reading and interacting with current sessions — given a session URL or ID, the check/poll commands return its PR, status, branch, and latest message.
Search your conversation history using ripgrep. Use when you need to find previous messages, file edits, tool calls, or decisions from earlier in the session.
> Build beautiful, editable Feishu / Lark (飞书) whiteboards with deliberate composition, not just good colour. Use whenever the user wants to create or draw a Feishu whiteboard, infographic, diagram, poster, system map, or visual explainer and wants it to actually look designed — strong visual hierarchy, intentional layout, breathing room — rather than a templated grid of boxes. The agent commits to a design brief (composition archetype + colour strategy + type roles + an anti-cliché check) BEFORE drawing, builds against a coordinate skeleton with a fixed type scale and spacing grid, then runs a design-critique pass (hierarchy / balance / density / contrast / alignment) after rendering and fixes the weakest axis until it clears. Returns the doc link and the rendered image, and offers to switch palettes. Requires lark-cli (npm @larksuite/cli) installed and authenticated, and a Feishu/Lark account.
> 把内容生成为「真正设计过」的可编辑飞书白板——强视觉层级、有意图的构图、留白，而不是 一堆等大方块。先定设计简报（构图原型 + 配色策略 + 字号角色 + 反套路检查）再画，按坐标 骨架施工，渲染后跑设计评审（层级/平衡/密度/对比/对齐）补到最弱项达标，最后写进你自己的 飞书文档成为可编辑白板。飞书走扣子「平台授权」，一键授权即用（见 CREDENTIALS.md）。
Browser automation using Playwright MCP. Navigate websites, fill forms, click elements, take screenshots, and extract data. Use for web browsing, form submission, web scraping, or UI testing. NOT for static content (use curl/wget).
| This skill conducts discovery conversations to understand user intent and agree on approach before taking action. It should be used when the user explicitly calls /interview, asks for recommendations, needs brainstorming, wants to clarify, or when the request could be misunderstood. Prevents building the wrong thing by uncovering WHY behind WHAT.
Fetches official documentation for external libraries and frameworks (React, Next.js, Prisma, FastAPI, Express, Tailwind, MongoDB, etc.) with 60-90% token savings via content-type filtering. Use this skill when implementing features using library APIs, debugging library-specific errors, troubleshooting configuration issues, installing or setting up frameworks, integrating third-party packages, upgrading between library versions, or looking up correct API patterns and best practices. Triggers automatically during coding work - fetch docs before writing library code to get correct patterns, not after guessing wrong.
AI video production workflow using Remotion. Use when creating videos, short films, commercials, or motion graphics. Triggers on requests to make promotional videos, product demos, social media videos, animated explainers, or any programmatic video content. Produces polished motion graphics, not slideshows.
| Creates production-grade, reusable skills that extend Claude's capabilities. This skill should be used when users want to create a new skill, improve an existing skill, or build domain-specific intelligence. Gathers context from codebase, conversation, and authentic sources before creating adaptable skills.
| Validates skills against production-level criteria with 9-category scoring. This skill should be used when reviewing, auditing, or improving skills to ensure quality standards. Evaluates structure, content, user interaction, documentation, domain standards, technical robustness, maintainability, zero-shot implementation, and reusability. Returns actionable validation report with scores and improvement recommendations.
Generates a complete fullstack application template with Python FastAPI backend and React Vite frontend. Includes OpenAI ChatGPT integration, CORS configuration, comprehensive error handling, and a modern Tailwind CSS + shadcn/ui React UI. Use this skill when the user wants to bootstrap a new fullstack web application project with both API backend and web frontend components ready to go.
> 电商美工助手 - 做详情页、海报、Banner、社媒封面、套模版、AI生图、批量适配。支持淘宝/京东/拼多多/小红书/抖音/公众号全平台尺寸。发送"做详情页"、"做海报"、"做主图"、"做封面"开始。关键词：电商设计、产品图、详情页、海报设计、Banner、美工
店铺视觉风格拆解 - 自动分析电商店铺/竞品的配色方案、排版布局、摄影风格、设计语言。支持淘宝/天猫/京东/拼多多店铺。激活条件：需要竞品分析、风格提取、视觉对标、店铺拆解、配色分析时使用。关键词：竞品、风格分析、配色、视觉DNA、设计语言、store teardown、visual analysis
美工全流程 - 从参考店铺到成品设计，自动分析风格并生成同风格电商素材（主图、海报、Banner）。激活条件：(1) 用户需要分析店铺/竞品视觉风格 (2) 用户需要生成电商产品主图 (3) 用户需要制作活动Banner/海报 (4) 用户需要批量生成同风格产品图 (5) 用户需要从参考URL提取设计语言并复用。关键词：美工、设计、主图、海报、Banner、批量生成、风格分析、店铺拆解、电商素材、详情页、小红书、产品图、视觉风格
踩坑经验库 - 遇到问题时自动查阅 GitHub 上的历史踩坑记录(Capsule)，解决后自动提交新经验回 GitHub Issue。激活条件：(1) 遇到报错/异常/失败时 (2) 配置不生效或行为异常时 (3) 成功解决一个非显而易见的问题后 (4) 用户要求查阅或记录经验时。关键词：踩坑、经验、报错、failed、error、不生效、为什么、pitfall、experience
UI/UX 设计智能助手 - BM25 搜索引擎覆盖 8 大设计领域（风格/配色/字体/图表/Landing/产品/UX/Prompt），支持 8 种框架技术栈。当需要界面设计参考、配色方案、字体搭配、UI审查、设计规范时使用。关键词：UI设计、界面优化、配色、字体、设计规范、landing page
获取商品在淘宝(Taobao)、天猫(TMall)、京东(JD.com)、拼多多(PinDuoDuo)、抖音(Douyin)、快手(KaiShou)的最优价格、优惠券的技能，商品价格全网对比，当用户想购物或者获取优惠信息时使用。Get the best price, coupons for goods on Chinese e-commerce platforms, compare product prices, and use when users want to shop or get discount information.
| 美股/港股盘前分析框架。抓取五大观测指标（VIX/IGV/MAGS/MEME/布油）、 个股实时价格、期权隐含波动率，生成结构化盘前简报。 包含量化模块：粒子滤波概率追踪、期权蒙卡定价、Copula VaR。 支持持仓 JSON 格式管理，实时浮盈亏计算。
> Nano Banana2 多模态 AI - 支持文生图、图生图、Vision 分析。发送"生图 柴犬"生成图片，发送图片+描述做风格化重绘。底层调用 Gemini，支持 10 种宽高比。关键词：生图、画图、AI画图、文生图、图生图、generate image、Gemini、重绘
上传视频/音频/图片到即梦(Jimeng) VOD 平台并获取 Vid。支持 mp4/mp3/jpg/png 等格式，自动处理 STS 鉴权和分块上传。当需要上传媒体文件、获取视频ID、发布素材到字节跳动平台时使用。关键词：上传、即梦、VOD、视频ID、媒体文件
小红书笔记素材创作技能。当用户需要创建小红书笔记素材时使用这个技能。技能包含：根据用户的需求和提供的资料，撰写小红书笔记内容（标题+正文），生成图片卡片（封面+正文卡片），以及发布小红书笔记。
Guide for creating AL tests for Microsoft Dynamics 365 Business Central. Use this when asked to write, create, or generate AL test codeunits, test procedures, or test automation for Business Central.
> Лёгкий советник «раздвигающий шторки» — premortem-сессия которая находит дыры в плане с разных углов, предлагает варианты решений по каждой и помогает юзеру быстро принять осознанные решения. История запусков сохраняется в ./docs/premortem/. Use when user types «премортем», «premortem», «найди дыры в плане», «посмотри со стороны на план», «what could kill this plan». questions; creative editing of a draft; already-irreversible decisions.
> Track and analyze FII/DII daily buy/sell flows in Indian markets. Use when user asks about institutional flows, FII selling/buying trends, DII activity, or institutional impact on Nifty/market direction.
Analyze news headlines, policy announcements, or geopolitical events to build 18-month probabilistic scenarios for Indian markets. Use when the user provides a headline or asks about the market impact of RBI policy, government announcements, global events, budget, or sector-specific news on NSE/BSE stocks.
Use when user requests analysis of Indian stocks, fundamental assessment, technical review, comparisons, or investment reports for NSE/BSE listed companies.
> Options strategy analysis for Indian F&O markets (NSE). Use when user requests options strategy recommendations, P/L analysis, Greeks calculation, risk management, or F&O strategy planning for Nifty, Bank Nifty, or stock options.
Track and analyze Indian stock market news, corporate announcements, SEBI circulars, bulk/block deals, and earnings calendars. Auto-fetches headlines from MoneyControl, Economic Times, LiveMint, BSE/NSE filings. Use when the user asks about recent news, corporate actions, upcoming events, or wants a daily market news briefing for NSE/BSE.
> Expert guidance for systematic backtesting of trading strategies on Indian markets (NSE/BSE). Use when developing strategies, testing robustness, avoiding overfitting, or validating trading ideas.
Screen Nifty 500 stocks for Mark Minervini's Volatility Contraction Pattern (VCP) — identifying Stage 2 uptrends with tightening price ranges and declining volume before potential breakouts. Use this skill when the user requests VCP screening, Minervini-style setups, Stage 2 breakout candidates, or volatility contraction patterns on NSE/BSE stocks.
> Analyze Indian market breadth health using advance/decline data, stocks above moving averages, new highs/lows, and sector participation. Use when assessing rally quality, market participation width, or equity exposure levels for NSE/BSE.
This skill should be used when analyzing weekly price charts for Indian stocks (NSE/BSE), indices (Nifty 50, Bank Nifty, Sensex), or any other instrument. Use this skill when the user provides chart images and requests technical analysis, trend identification, support/resistance levels, scenario planning, or probability assessments based purely on chart data without consideration of news or fundamental factors.
> Weekly F&O trade planning skill for Indian markets. Analyzes news/macro events, identifies trending sectors and instruments, determines probable direction, suggests option strategy with entry/exit levels, and manages stop-loss and profit booking after position entry. Use when user wants a weekly trade idea, F&O direction call, or ongoing position management for Nifty, Bank Nifty, or stock options.
Transform conversations and discussions into structured Notion documentation
Parse specifications and create implementation plans with task tracking in Notion
Prepare for meetings by gathering context and creating comprehensive agendas
Research topics and document findings in Notion with organized structure and sources
Comprehensive, research-backed Hinge dating profile optimization. Use when someone wants to improve their Hinge profile, audit an existing profile, write better prompts/captions, select and order photos strategically, or understand why they're not getting quality matches. This is the thorough process (~45 mins) - discovery interview, honest market math, photo strategy, copy creation, settings cleanup, and implementation support. Grounded in peer-reviewed behavioral research, platform data, and signaling theory.
> and rendered preview PDFs. Use when the user needs a cohesive design system before building a deck, presentation, document, or any visual project. Works for consulting engagements, product pitches, personal brands, or any context requiring a unified visual language. Produces a markdown design brief, a JS config, and a preview PDF.
> Create presentation decks as high-fidelity PDF files using web technology (HTML, CSS, Tailwind, Font Awesome). Use when the user wants a polished, pixel-perfect deck with responsive layouts, rich typography, icons, and modern design. For editable PPTX output, use deck-design-ppt instead.
> Create new presentation decks as native editable PPTX files with consulting-quality design. Use when the user wants to build a new slide deck, presentation, or pitch deck from a brief or topic. For editing existing .pptx files, use the pptx skill instead.
> Think and deliver like a management consultant from McKinsey, BCG, or Bain. hypothesis-driven decomposition, (2) Run strategy analysis with professional McKinsey verdict-first, BCG framework-first, or Bain decision-first, board presentations, conference talks. Produces structured analysis and deliverable CONTENT. For visual production, hand off to a delivery skill for slides, documents, or spreadsheets.
Use at the start of any multi-step task and during exploration — before reading files, searching, or re-checking completed work, especially when tempted to read whole files, re-verify known facts, or run independent lookups one at a time.
Use before claiming anything works, is fixed, is done, or passes; before status updates on changes you haven't run; before agreeing with someone else's claim about your work; and before state-changing commands like restarts, deletes, or config edits.
Use when writing or editing code in an existing codebase — before adding comments, docstrings, try/catch blocks, validation, logging, or TODOs the surrounding file doesn't have, and before explaining your style choices in the reply.
Use before ending any turn that used tools or produced a deliverable — when tempted to ask "Want me to…?", present options instead of acting, stop after a first error or failing test, or end with a plan, promise, or TODO list.
Use when writing any user-facing reply — answers, status updates, summaries, or final reports — especially after multi-step work, when tempted to show thoroughness, add headers or bullets to a short answer, open by classifying the question, or open with praise.
Use when implementing any change in existing code — when tempted to clean up nearby code, add unrequested validation or options, fix something "arguably in scope", or when the diff is growing past what was asked.
| Use this skill for ANY financial market, investment, or macro-economic analysis. 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 + System Thinking) combined with SMC Layer analysis to produce structured insights with explicit scenarios, entry/exit zones, and uncertainty. For non-market strategic thinking, use genesis-mind-strategic-intelligence instead.
Automated QA testing using playwright-cli (CLI tool, NOT MCP tools). Provisions a test user, opens a headless browser, logs in, navigates to target pages, takes screenshots, and generates a REPORT.md. Two modes: VERIFY (reproduce a bug before fixing) and CHECK (confirm a fix works). Use this skill whenever the user says 'QA this', 'test this fix', 'verify this bug', 'smoke test', 'check if this works', 'reproduce this issue', 'run playwright QA', or 'playwright-qa-cli'. Also triggered from /fix-ticket at pre-fix and post-fix stages. Works for any page or user flow — not limited to specific features.
Agent Teams PR review with Devil's Advocate. Spawns 5 team members — 4 specialist reviewers + 1 adversarial challenger — to produce confidence-rated findings. Only findings that survive cross-examination make the final report.
> Create KPI docs, compensation structures, screening questions, and hiring templates for any contractor role. Use this skill whenever the user wants to hire someone, set KPIs, define compensation, create a job post, write screening questions, or build a hiring doc — for ANY role including community managers, YouTube managers, producers, marketers, developers, VAs, or any contractor. Also trigger when the user says "set KPI", "hiring doc", "job post", "comp structure", "screening questions", or "Fiverr post".
Automated review-fix loop that spawns 8 reviewers in parallel, fixes quick-fix items automatically, and accumulates strategic items for user decision. Iterates until no issues remain or max iterations reached.
Automate the full Jira bug-fix pipeline end-to-end. Use when the user says 'fix ticket', 'fix PROJ-123', 'fix this bug', 'resolve PROJ-XXX', 'fix and ship this ticket', or passes a Jira ticket ID for autonomous bug resolution. Reads the Jira ticket, implements the fix, reviews it, commits, moves the ticket to QA, assigns to QA engineer, and comments with a summary. Also use when the user wants to automate the fix-review-commit-handoff cycle for any Jira bug ticket.
This skill should be used when the user asks to "develop a feature", "implement a ticket", "build PROJ-123", "run the development pipeline", "develop this ticket end to end", or wants fully autonomous feature implementation with parallel research agents, planning, phased implementation, review, and PR creation. Zero checkpoints; pauses only on blockers.
Scan all unresolved Sentry errors, group by root cause, fix in batch with TDD, and resolve in Sentry after deploy. Use when the user says 'fix sentry errors', 'scan sentry', 'resolve sentry issues', 'fix all errors', 'sentry cleanup', or wants to proactively fix production errors from Sentry monitoring.
Claude Skills — questions
Answers built from the skills we actually parsed.