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. 79 600 files from 1 763 authors, of which 61 947 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.
Test-driven development - write failing test first, then minimal code. Use before implementing any feature or bugfix.
Build a complete product strategy from context, including objective, users, superpowers, vision, pillars, impact, and roadmap.
Review a feature or PRD for stakeholder and political risk before broad circulation.
Verify before claiming completion. No claims without fresh verification evidence. Use before marking work done.
Map end-user needs to the full value chain, identify core value generators, and highlight vulnerabilities.
Create comprehensive implementation plans with bite-sized tasks. Use when you have requirements before touching code.
Sync Jira issues with local tasks. Use during daily planning or when user asks about Jira issues.
Sync new Granola meetings to local Knowledge folder. Use during daily planning, when user asks "what should I do today", or asks to review/sync meetings.
Check Google Calendar for today's schedule. Use during daily planning or when user asks about their calendar.
Check Slack for important messages and activity. Use during daily planning or when user asks about Slack updates.
Sync Linear issues with local tasks. Use during daily planning or when user asks about Linear issues.
Build a frontend with a deliberate visual direction held through palette, typography, structure, and texture, with on-screen strings that name real information rather than fabricated demo data or filler labels. Use when building or restyling a frontend.
Structure a product decision with options, trade-offs, and a clear recommendation. Takes a decision to make and outputs a concise decision document ready for stakeholder review.
Analyze product data from a CSV file or pasted data. Finds trends, anomalies, segments, and actionable insights. Ask questions about your data in plain English.
Generate a complete go-to-market checklist from a product description. Everything you need to launch.
Quick competitive landscape scan for any product or market. Takes a product/market description and returns a competitive map with positioning, gaps, and opportunities.
TAM/SAM/SOM estimation for any product or market. Takes a product/market description and returns structured market sizing with sources, assumptions, and confidence ranges.
Generate a 1-page meeting brief with context, objectives, key questions, pre-read, expected decisions, and a parking lot. Takes a meeting topic or agenda and outputs a structured prep document.
Classify and analyze raw user feedback into themes, sentiment, and actionable insights. Takes pasted feedback text or a path to a CSV file and returns structured patterns and recommendations.
Design a complete A/B test or experiment from a hypothesis. Takes what you want to test and outputs a full experiment design with hypothesis, metrics, sample size, duration, and success criteria.
Turn business goals into structured OKRs with measurable Key Results, linked initiatives, alignment check, and anti-goals. Takes a strategic priority and outputs ready-to-use OKRs.
Generate actionable user personas from a product description, user data, or research notes. Not marketing fluff — behavioral personas that drive product decisions.
Generate a concise, structured PRD from a product idea. NOT a 20-page doc — 1-2 pages that force clarity.
Analyze any product's strategy, UX decisions, business model, and growth loops. Use when a user wants to understand how a product works and why.
Turn git commits, tickets, or raw notes into user-facing release notes. Adjustable tone (B2B formal, B2C friendly, internal).
Score and prioritize a list of features or initiatives using RICE, ICE, or custom frameworks. Takes a feature list and outputs a ranked table with rationale and a recommended cut line.
Transform a list of priorities, features, or initiatives into a structured product roadmap. Now/Next/Later format with dependencies, effort sizing, and strategic rationale.
Facilitate a team retrospective. Generate a retro board with prompts (4Ls, Start-Stop-Continue, Sailboat formats) or synthesize retro notes into grouped themes and prioritized action items.
Turn raw notes into a polished stakeholder update. Supports email, Slack message, or deck bullet points. Takes messy notes and outputs a clear, structured update with TL;DR, progress, blockers, and asks.
Translate a technical document (API spec, architecture doc, RFC, eng proposal) into PM-friendly language. What it means for the product and users.
Generate a complete user research brief with hypotheses, interview guide, and open-ended questions. Takes a research topic or hypothesis and returns a ready-to-use interview kit.
Turn a feature description into well-structured user stories with acceptance criteria, edge cases, and dependencies.
AWS Bedrock AgentCore comprehensive expert for deploying and managing all AgentCore services. Use when working with Gateway, Runtime, Memory, Identity, or any AgentCore component. Covers MCP target deployment, credential management, schema optimization, runtime configuration, memory management, and identity services.
| Builds AI agents on Cloudflare using the Agents SDK with state management, real-time WebSockets, scheduled tasks, tool integration, and chat capabilities. Generates production-ready agent code deployed to Workers. agent", mentions "Agents SDK", needs "real-time AI", "WebSocket AI", or asks about agent "state management", "scheduled tasks", or "tool calling".
AWS Cloud Development Kit (CDK) expert for building cloud infrastructure with TypeScript/Python. Use when creating CDK stacks, defining CDK constructs, implementing infrastructure as code, or when the user mentions CDK, CloudFormation, IaC, cdk synth, cdk deploy, or wants to define AWS infrastructure programmatically. Covers CDK app structure, construct patterns, stack composition, and deployment workflows.
AWS serverless and event-driven architecture expert based on Well-Architected Framework. Use when building serverless APIs, Lambda functions, REST APIs, microservices, or async workflows. Covers Lambda with TypeScript/Python, API Gateway (REST/HTTP), DynamoDB, Step Functions, EventBridge, SQS, SNS, and serverless patterns. Essential when user mentions serverless, Lambda, API Gateway, event-driven, async processing, queues, pub/sub, or wants to build scalable serverless applications with AWS best practices.
This skill provides AWS cost optimization, monitoring, and operational best practices with integrated MCP servers for billing analysis, cost estimation, observability, and security assessment.
| Builds remote MCP (Model Context Protocol) servers on Cloudflare Workers with tools, OAuth authentication, and production deployment. Generates server code, configures auth providers, and deploys to Workers. MCP", "deploy MCP", add "OAuth to MCP", or mentions Model Context Protocol on Cloudflare. Also triggers on "MCP authentication" or "MCP deployment".
Greet user with a specific message when they say they're new or ask for a welcome message.
> Generates or updates a README.md for an Agent 365 sample agent. Detects the agent type (interactive or autonomous), programming language (.NET, Node.js, Python), and authentication model, then produces a README following the standard template with all required sections.
Prepare a winning hackathon submission. Use when the user says "hackathon submission", "submit to hackathon", "demo script", "demo video", "which track should I enter", "Colosseum", "help me win the hackathon", or asks about hackathon grants and Superteam Earn.
Unified skill hub for Solana development. Routes to external submodule skills (solana-foundation, sendai, solana-game, trailofbits, cloudflare, qedgen, colosseum, solana-new, ghostsecurity, defending-code) and local skills. Progressive disclosure — read only what you need.
Find and validate what to build in crypto. Use when the user asks "what should I build", "validate this idea", "is this worth building", "find me a startup idea", "crypto idea", or wants blunt feedback on a project concept before writing code.
Skill hub for the solana-ai-kit Claude Code plugin. Routes the bundled go-to-market skills and the opt-in add-on catalog, and points to upstream marketplaces (and the install.sh full install) for protocol, security, and ecosystem depth. Progressive disclosure — read only what you need.
Build a pitch deck for a crypto project. Use when the user says "pitch deck", "demo day", "investor presentation", "grant application slides", "accelerator application", "help me pitch", or needs slides for a hackathon final.
钉钉 AI 表格（多维表格）操作。当用户提到"钉钉AI表格"、"AI表格"、"多维表格"、"工作表"、"字段"、"记录"、"新增记录"、"查询记录"、"更新记录"、"删除记录"、"新建字段"、"删除字段"、"dingtalk AI table"、"dingtalk notable"、"able文件"时使用此技能。支持工作表管理、字段管理、记录的增删改查等全部操作。
网页搜索与实时信息检索。需要查找最新资讯、实时数据、技术文档、热点事件，或用户说"搜一下"、"帮我查"、"查资料"、"web search"等时使用。基于小宿AI智能搜索，支持关键词搜索、时间范围过滤（一天/一周/一月/一年）、自定义结果数量、JSON 输出。
钉钉知识库和文档管理操作。当用户提到"钉钉文档"、"知识库"、"新建文档"、"查看文档目录"、"读取文档内容"、"写入文档"、"更新文档"、"文档成员"、"dingtalk doc"、"knowledge base"时使用此技能。支持：创建知识库、查询知识库列表、新建文档/文件夹、读取/写入文档正文内容、管理成员权限等全部文档类操作。
创建新的钉钉技能（dingtalk skill）。当用户提到"创建新技能"、"新建技能"、"开发钉钉技能"、"新增钉钉功能"、"添加钉钉接口支持"、"我需要一个钉钉 xxx 技能"、"钉钉待办"、"钉钉签到"、"钉钉考勤"、"钉钉审批"、"钉钉日程"等希望将某个钉钉 API 领域封装成可复用 skill 时，必须使用此技能。此技能包含完整的技能创建流程：SDK 探索 → SDK Python 测试 → 纯 HTTP Python 测试（两步全通过）→ SKILL.md 编写。测试未全部通过不得创建 skill。
钉钉通讯录与联系人查询。当用户提到"钉钉通讯录"、"查找员工"、"搜索用户"、"查用户信息"、"获取用户详情"、"用户手机号"、"员工姓名"、"员工工号"、"查部门"、"搜索部门"、"部门成员"、"部门列表"、"部门详情"、"子部门"、"父部门"、"部门路径"、"员工总数"、"通讯录搜索"、"userId 转 unionId"、"unionId 转 userId"、"dingtalk contact"、"dingtalk directory"、"find user"、"get user info"、"department members"时使用此技能。支持：按关键词搜索用户/部门、获取用户完整信息（姓名/手机/工号/部门/职位/unionId）、获取部门成员列表、获取部门树结构、查询用户所在部门路径、员工总人数统计等全部通讯录操作。
钉钉消息发送。当用户提到"钉钉消息"、"发消息"、"发通知"、"群通知"、"群消息"、"Webhook"、"机器人消息"、"机器人发消息"、"工作通知"、"单聊消息"、"群聊消息"、"撤回消息"、"消息已读"、"发送Markdown"、"发卡片消息"、"ActionCard"、"@某人"、"@员工"、"at某人"、"提醒某人"、"dingtalk message"、"send message"、"robot message"、"work notification"时使用此技能。支持：群自定义 Webhook 机器人（文本/Markdown/ActionCard/Link/FeedCard + 加签 + @某人）、企业内部应用机器人单聊和群聊发送、消息撤回、已读查询、工作通知等全部消息类操作。
钉钉知识库搜索与读取。用于在钉钉沉淀知识里快速查资料、理解项目背景、梳理团队/部门信息、回答制度问题、整理新人入门材料、读取文档正文、导出 Markdown、下载文件，并可带图片和 diagram。
钉钉日程与日历。当用户提到"钉钉日程"、"日历"、"创建日程"、"新建会议"、"视频会议"、"钉钉会议"、"会议室"、"约会议室"、"会议室忙闲"、"空闲会议室"、"签到"、"签退"、"签到链接"、"签退链接"、"循环日程"、"重复日程"、"recurrence"、"查日程"、"日程列表"、"修改日程"、"删除日程"、"闲忙"、"忙闲"、"querySchedule"、"calendar"、"dingtalk schedule"、"日程提醒"时使用此技能。支持：主日历下日程 CRUD、用户闲忙、视频会议、会议室忙闲与绑定日程、签到/签退与链接、循环规则（recurrence）；订阅公共日历等需 Calendar.Calendar.Write 的能力见 api.md。
钉钉待办管理。当用户提到"钉钉待办"、"待办任务"、"创建待办"、"新增待办"、"查看待办"、"完成待办"、"标记完成"、"删除待办"、"待办列表"、"我的待办"、"设置截止时间"、"指派待办"、"dingtalk todo"、"todo task"、"task management"时使用此技能。支持：创建待办（含描述/截止时间/优先级/参与者）、获取详情、查询列表（按完成状态过滤）、更新待办、标记完成、删除待办等全部待办类操作。
Comprehensive project planning and documentation generator for software projects. Creates structured requirements documents, system design documents, and task breakdown plans with implementation tracking. Use when starting a new project, defining specifications, creating technical designs, or breaking down complex systems into implementable tasks. Supports user story format, acceptance criteria, component design, API specifications, and hierarchical task decomposition with requirement traceability.
Provides assistance with planning family history and genealogy research projects.
Use this skill when reviewing Swift code for runtime-level performance costs, including heap allocation, ARC traffic, stack vs heap storage, closure capture contexts, method dispatch, protocol witness dispatch, existentials vs generics, opaque types, copy-on-write, SIL optimizer output, unsafe memory boundaries, or module-boundary optimizer visibility. Do not use it for Swift Concurrency scheduling, SwiftUI rendering, app launch, or profiling workflows unless the question is specifically about Swift runtime costs.
Use this skill when reviewing Swift Concurrency performance and responsiveness, including task explosions, actor hopping, MainActor bottlenecks, cancellation, AsyncSequence cleanup, continuations, reentrancy, executor behavior, blocking async work, or async work that affects UI latency. Do not use it for general async/await syntax questions unless performance, responsiveness, cancellation, or lifetime is part of the task.
Use this skill when diagnosing iOS app launch performance, startup regressions, first-frame readiness, or early responsiveness. Covers pre-main/dyld work, AppDelegate/SceneDelegate, SwiftUI App startup, launch orchestration, SDK initialization, and launch measurement. Do not use for general performance unless the code runs on the launch path.
Claude Skills — questions
Answers built from the skills we actually parsed.