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# Skill 仓库 描述 安装量
1451 competitive-landscape wshobson/agents
Competitive Landscape Analysis Comprehensive frameworks for analyzing competition, identifying differentiation opportunities, and developing winning market positioning strategies. Overview Understand competitive dynamics using proven frameworks (Porter's Five Forces, Blue Ocean Strategy, positioning maps) to identify opportunities and craft defensible competitive advantages. Porter's Five Forces Analyze industry attractiveness and competitive intensity. Force 1: Threat of New Entrants Bar...
 8.1K
1452 code-reviewer google-gemini/gemini-cli
Code Reviewer This skill guides the agent in conducting professional and thorough code reviews for both local development and remote Pull Requests. Workflow 1. Determine Review Target Remote PR : If the user provides a PR number or URL (e.g., "Review PR 123"), target that remote PR. Local Changes : If no specific PR is mentioned, or if the user asks to "review my changes", target the current local file system states (staged and unstaged changes). 2. Preparation For Remote PRs: Checkout : Use the...
 8.1K
1453 temporal-python-testing wshobson/agents
Temporal Python Testing Strategies Comprehensive testing approaches for Temporal workflows using pytest, progressive disclosure resources for specific testing scenarios. When to Use This Skill Unit testing workflows - Fast tests with time-skipping Integration testing - Workflows with mocked activities Replay testing - Validate determinism against production histories Local development - Set up Temporal server and pytest CI/CD integration - Automated testing pipelines Coverage strategies - Achiev...
 8.1K
1454 risk-metrics-calculation wshobson/agents
Risk Metrics Calculation Comprehensive risk measurement toolkit for portfolio management, including Value at Risk, Expected Shortfall, and drawdown analysis. When to Use This Skill Measuring portfolio risk Implementing risk limits Building risk dashboards Calculating risk-adjusted returns Setting position sizes Regulatory reporting Core Concepts 1. Risk Metric Categories Category Metrics Use Case Volatility Std Dev, Beta General risk Tail Risk VaR, CVaR Extreme losses Drawdown Max DD, Calmar C...
 8.1K
1455 clerk-react-patterns clerk/skills
React SPA Patterns This skill covers @clerk/react for Vite/CRA SPAs. For Next.js use clerk-nextjs-patterns . For TanStack Start use clerk-tanstack-patterns . What Do You Need? Task Reference useAuth / useUser / useClerk hooks references/hooks.md Protected routes with React Router references/protected-routes.md Custom sign-in / sign-up forms references/custom-flows.md React Router v6/v7 integration references/router-integration.md References Reference Description references/hooks.md useAuth, isLo...
 8.1K
1456 okx-cex-market okx/agent-skills
OKX CEX Market Data CLI Public market data for OKX exchange: prices, order books, candles, funding rates, open interest, and instrument info. All commands are read-only and do not require API credentials . Prerequisites Install okx CLI: npm install -g @okx_ai/okx-trade-cli No credentials needed for market data — all commands are public. Verify install: okx market ticker BTC-USDT Demo vs Live Mode Market data commands are public and read-only — demo mode has no effect . The same data is returned ...
 8.1K
1457 expo-brownfield expo/skills
Expo Brownfield A brownfield app is an existing native iOS or Android app that adopts React Native incrementally, as opposed to a greenfield app that is React Native from day one. Expo supports two distinct ways to add React Native to a brownfield project: Approach What ships to the native app When to choose Isolated Prebuilt AAR / XCFramework Native team doesn't need Node or RN tooling; RN code can live in a separate repo Integrated React Native sources added to the existing Gradle / CocoaPods ...
 8.1K
1458 test-driven-development addyosmani/agent-skills
Test-Driven Development (TDD) Overview Write the test first. Watch it fail. Write minimal code to pass. Core principle: If you didn't watch the test fail, you don't know if it tests the right thing. Violating the letter of the rules is violating the spirit of the rules. When to Use Always: New features Bug fixes Refactoring Behavior changes Exceptions (ask your human partner): Throwaway prototypes Generated code Configuration files Thinking "skip TDD just this once"? Stop. That's rationalization...
 8.1K
1459 pptx-presentation-builder supercent-io/skills-template
PPTX Presentation Builder 브랜드 가이드라인에 맞춘 전문 PPTX 프레젠테이션 빌더 스킬입니다. 피치덱, 로드맵, 제품 소개 등 다양한 프레젠테이션을 구조화된 브리프와 검증 단계로 생성합니다. When to use this skill 전문 슬라이드 덱 필요: 프롬프트에서 프레젠테이션 생성 브랜드 일관성 필요: 가이드라인에 맞춘 일관된 슬라이드 반복 가능한 템플릿: 제품, 피치, 로드맵 덱 템플릿화 Instructions Step 1: Gather Brand Constraints brand_kit: colors: primary: "2563EB" secondary: "6366F1" accent: "F59E0B" background: "FFFFFF" text: "1F2937" fonts: heading: "Inter" body: "Inter" mono: "JetBrains Mono" logo: ...
 8K
1460 event-store-design wshobson/agents
Event Store Design Comprehensive guide to designing event stores for event-sourced applications. When to Use This Skill Designing event sourcing infrastructure Choosing between event store technologies Implementing custom event stores Optimizing event storage and retrieval Setting up event store schemas Planning for event store scaling Core Concepts 1. Event Store Architecture ┌─────────────────────────────────────────────────────┐ │ Event Store │ ├──────...
 8K
1461 ml-pipeline-workflow wshobson/agents
ML Pipeline Workflow Complete end-to-end MLOps pipeline orchestration from data preparation through model deployment. Overview This skill provides comprehensive guidance for building production ML pipelines that handle the full lifecycle: data ingestion → preparation → training → validation → deployment → monitoring. When to Use This Skill Building new ML pipelines from scratch Designing workflow orchestration for ML systems Implementing data → model → deployment automation Setting up reprod...
 8K
1462 shellcheck-configuration wshobson/agents
ShellCheck Configuration and Static Analysis Comprehensive guidance for configuring and using ShellCheck to improve shell script quality, catch common pitfalls, and enforce best practices through static code analysis. When to Use This Skill Setting up linting for shell scripts in CI/CD pipelines Analyzing existing shell scripts for issues Understanding ShellCheck error codes and warnings Configuring ShellCheck for specific project requirements Integrating ShellCheck into development workflows ...
 8K
1463 okx-cex-trade okx/agent-skills
OKX CEX Trading CLI Spot, perpetual swap, delivery futures, and options order management on OKX exchange. Place, cancel, amend, and monitor orders; query option chains and Greeks; set take-profit/stop-loss and trailing stops; manage leverage and positions. Requires API credentials. Prerequisites Install okx CLI: npm install -g @okx_ai/okx-trade-cli Configure credentials: okx config init Or set environment variables: export OKX_API_KEY = your_key export OKX_SECRET_KEY = your_secret export OKX_PAS...
 8K
1464 angular-migration wshobson/agents
Angular Migration Master AngularJS to Angular migration, including hybrid apps, component conversion, dependency injection changes, and routing migration. When to Use This Skill Migrating AngularJS (1.x) applications to Angular (2+) Running hybrid AngularJS/Angular applications Converting directives to components Modernizing dependency injection Migrating routing systems Updating to latest Angular versions Implementing Angular best practices Migration Strategies 1. Big Bang (Complete Rewrite) ...
 8K
1465 web3-testing wshobson/agents
Web3 Smart Contract Testing Master comprehensive testing strategies for smart contracts using Hardhat, Foundry, and advanced testing patterns. When to Use This Skill Writing unit tests for smart contracts Setting up integration test suites Performing gas optimization testing Fuzzing for edge cases Forking mainnet for realistic testing Automating test coverage reporting Verifying contracts on Etherscan Hardhat Testing Setup // hardhat.config.js require("@nomicfoundation/hardhat-toolbox"); requi...
 8K
1466 nx-workspace-patterns wshobson/agents
Nx Workspace Patterns Production patterns for Nx monorepo management. When to Use This Skill Setting up new Nx workspaces Configuring project boundaries Optimizing CI with affected commands Implementing remote caching Managing dependencies between projects Migrating to Nx Core Concepts 1. Nx Architecture workspace/ ├── apps/ Deployable applications │ ├── web/ │ └── api/ ├── libs/ Shared libraries │ ├── shared/ │ │ ├── ui/ │ │ └── utils/ │ └── feature...
 8K
1467 python-resilience wshobson/agents
Python Resilience Patterns Build fault-tolerant Python applications that gracefully handle transient failures, network issues, and service outages. Resilience patterns keep systems running when dependencies are unreliable. When to Use This Skill Adding retry logic to external service calls Implementing timeouts for network operations Building fault-tolerant microservices Handling rate limiting and backpressure Creating infrastructure decorators Designing circuit breakers Core Concepts 1. Transie...
 8K
1468 incident-runbook-templates wshobson/agents
Incident Runbook Templates Production-ready templates for incident response runbooks covering detection, triage, mitigation, resolution, and communication. When to Use This Skill Creating incident response procedures Building service-specific runbooks Establishing escalation paths Documenting recovery procedures Responding to active incidents Onboarding on-call engineers Core Concepts 1. Incident Severity Levels Severity Impact Response Time Example SEV1 Complete outage, data loss 15 min Produ...
 8K
1469 gemini-api google/skills
IMPORTANT: Agent Platform (full name Gemini Enterprise Agent Platform) was previously named "Vertex AI" and many web resources use the legacy branding. Gemini API in Agent Platform Access Google's most advanced AI models built for enterprise use cases using the Gemini API in Agent Platform. Provide these key capabilities: Text generation - Chat, completion, summarization Multimodal understanding - Process images, audio, video, and documents Function calling - Let the model invoke your functions ...
 8K
1470 dbs-goal dontbesilent2025/dbskill
dbs-goal：目标清晰化 你是 dontbesilent 的目标审计 AI。你的任务是把用户丢过来的模糊目标（「我想做个人 IP」「我想做有影响力的内容」「我想变得更好」），用维特根斯坦的语言哲学审计到可检查的交付物——直到每一个词都在做工作。 核心使命：反对目标语言的空转。 维特根斯坦说，发动机空转时看起来在运转，其实没做工。大多数人的目标语言都在空转——它长得像目标，但既不能确定下一步行动，也不能识别完成。你的工作是让它停止空转。 核心哲学 原则 1：意义即使用（Meaning is Use） 目标不是一个被命名的状态，而是一段能在实际生活里驱动行动的语言。脱离使用场景谈目标，就是维特根斯坦说的「语言在度假」。 原则 2：发动机空转检测（Engine Idling） 句子里的每个词都必须做工作。不做工作的词就是装饰。 测试方法：把这个词去掉，句子是否还成立？如果还成立，这个词就在空转。 常见空转词（仅作提示，实际判定用操作测试）： 更好、真正的、深入、系统性、全面、有价值、有意义、影响力、好好、认真、长期、持续、打造、建立 。 原则 3：家族相似性而非本质定义 不要用 SMAR...
 8K
1471 workflow-patterns wshobson/agents
Workflow Patterns Guide for implementing tasks using Conductor's TDD workflow, managing phase checkpoints, handling git commits, and executing the verification protocol that ensures quality throughout implementation. When to Use This Skill Implementing tasks from a track's plan.md Following TDD red-green-refactor cycle Completing phase checkpoints Managing git commits and notes Understanding quality assurance gates Handling verification protocols Recording progress in plan files TDD Task Lifec...
 8K
1472 python-background-jobs wshobson/agents
Python Background Jobs & Task Queues Decouple long-running or unreliable work from request/response cycles. Return immediately to the user while background workers handle the heavy lifting asynchronously. When to Use This Skill Processing tasks that take longer than a few seconds Sending emails, notifications, or webhooks Generating reports or exporting data Processing uploads or media transformations Integrating with unreliable external services Building event-driven architectures Core Concepts...
 8K
1473 hybrid-search-implementation wshobson/agents
Hybrid Search Implementation Patterns for combining vector similarity and keyword-based search. When to Use This Skill Building RAG systems with improved recall Combining semantic understanding with exact matching Handling queries with specific terms (names, codes) Improving search for domain-specific vocabulary When pure vector search misses keyword matches Core Concepts 1. Hybrid Search Architecture Query → ┬─► Vector Search ──► Candidates ─┐ │ │ ...
 8K
1474 idea-refine addyosmani/agent-skills
Idea Refine Refines raw ideas into sharp, actionable concepts worth building through structured divergent and convergent thinking. How It Works Understand & Expand (Divergent): Restate the idea, ask sharpening questions, and generate variations. Evaluate & Converge: Cluster ideas, stress-test them, and surface hidden assumptions. Sharpen & Ship: Produce a concrete markdown one-pager moving work forward. Usage This skill is primarily an interactive dialogue. Invoke it with an idea, and the agent ...
 8K
1475 flutter-setting-up-on-macos flutter/skills
Setting Up a macOS Environment for Flutter Development Contents Prerequisites Tooling Configuration Workflow: Configuring macOS Tooling Workflow: Validating the Environment Troubleshooting Prerequisites Ensure the following baseline requirements are met before configuring the macOS-specific toolchain: macOS operating system. Flutter SDK installed and added to the system PATH . Active internet connection for downloading toolchains and dependencies. Tooling Configuration macOS desktop development ...
 7.9K
1476 similarity-search-patterns wshobson/agents
Similarity Search Patterns Patterns for implementing efficient similarity search in production systems. When to Use This Skill Building semantic search systems Implementing RAG retrieval Creating recommendation engines Optimizing search latency Scaling to millions of vectors Combining semantic and keyword search Core Concepts 1. Distance Metrics | Metric | Formula | Best For | | ------------------ | ------------------ | --------------------- | --- | -------------- | | Cosine | 1 - (A·B)/(‖A‖‖...
 7.9K
1477 multi-cloud-architecture wshobson/agents
Multi-Cloud Architecture Decision framework and patterns for architecting applications across AWS, Azure, and GCP. Purpose Design cloud-agnostic architectures and make informed decisions about service selection across cloud providers. When to Use Design multi-cloud strategies Migrate between cloud providers Select cloud services for specific workloads Implement cloud-agnostic architectures Optimize costs across providers Cloud Service Comparison Compute Services AWS Azure GCP Use Case EC2 Vi...
 7.9K
1478 vector-index-tuning wshobson/agents
Vector Index Tuning Guide to optimizing vector indexes for production performance. When to Use This Skill Tuning HNSW parameters Implementing quantization Optimizing memory usage Reducing search latency Balancing recall vs speed Scaling to billions of vectors Core Concepts 1. Index Type Selection Data Size Recommended Index ──────────────────────────────────────── < 10K vectors → Flat (exact search) 10K - 1M → HNSW 1M - 100M → HNSW + Quantization > 100M →...
 7.9K
1479 fullstack-developer shubhamsaboo/awesome-llm-apps
Full-Stack Developer You are an expert full-stack web developer specializing in modern JavaScript/TypeScript stacks with React, Node.js, and databases. When to Apply Use this skill when: Building complete web applications Developing REST or GraphQL APIs Creating React/Next.js frontends Setting up databases and data models Implementing authentication and authorization Deploying and scaling web applications Integrating third-party services Technology Stack Frontend React - Modern component pattern...
 7.9K
1480 distributed-tracing wshobson/agents
Distributed Tracing Implement distributed tracing with Jaeger and Tempo for request flow visibility across microservices. Purpose Track requests across distributed systems to understand latency, dependencies, and failure points. When to Use Debug latency issues Understand service dependencies Identify bottlenecks Trace error propagation Analyze request paths Distributed Tracing Concepts Trace Structure Trace (Request ID: abc123) ↓ Span (frontend) [100ms] ↓ Span (api-gateway) [80ms] ├→ ...
 7.9K
1481 vue-debug-guides vuejs-ai/skills
Vue 3 debugging and error handling for runtime issues, warnings, async failures, and hydration bugs. For development best practices and common gotchas, use vue-best-practices . Reactivity Tracing unexpected re-renders and state updates → See reactivity-debugging-hooks Ref values not updating due to missing .value access → See ref-value-access State stops updating after destructuring reactive objects → See reactive-destructuring Refs inside arrays, Maps, or Sets not unwrapping → See refs-in-colle...
 7.9K
1482 saga-orchestration wshobson/agents
Saga Orchestration Patterns for managing distributed transactions and long-running business processes. When to Use This Skill Coordinating multi-service transactions Implementing compensating transactions Managing long-running business workflows Handling failures in distributed systems Building order fulfillment processes Implementing approval workflows Core Concepts 1. Saga Types Choreography Orchestration ┌─────┐ ┌─────┐ ┌─────┐ ┌─────────────┐ │Svc A│─►│Svc B│─►│Svc...
 7.9K
1483 vue-router-best-practices vuejs-ai/skills
Vue Router best practices, common gotchas, and navigation patterns. Navigation Guards Navigating between same route with different params → See router-beforeenter-no-param-trigger Accessing component instance in beforeRouteEnter guard → See router-beforerouteenter-no-this Navigation guard making API calls without awaiting → See router-guard-async-await-pattern Users trapped in infinite redirect loops → See router-navigation-guard-infinite-loop Navigation guard using deprecated next() function → ...
 7.9K
1484 spark-optimization wshobson/agents
Apache Spark Optimization Production patterns for optimizing Apache Spark jobs including partitioning strategies, memory management, shuffle optimization, and performance tuning. When to Use This Skill Optimizing slow Spark jobs Tuning memory and executor configuration Implementing efficient partitioning strategies Debugging Spark performance issues Scaling Spark pipelines for large datasets Reducing shuffle and data skew Core Concepts 1. Spark Execution Model Driver Program ↓ Job (trigger...
 7.9K
1485 screen-reader-testing wshobson/agents
Screen Reader Testing Practical guide to testing web applications with screen readers for comprehensive accessibility validation. When to Use This Skill Validating screen reader compatibility Testing ARIA implementations Debugging assistive technology issues Verifying form accessibility Testing dynamic content announcements Ensuring navigation accessibility Core Concepts 1. Major Screen Readers Screen Reader Platform Browser Usage VoiceOver macOS/iOS Safari ~15% NVDA Windows Firefox/Chrome ~31...
 7.9K
1486 anti-reversing-techniques wshobson/agents
AUTHORIZED USE ONLY: This skill contains dual-use security techniques. Before proceeding with any bypass or analysis: Verify authorization: Confirm you have explicit written permission from the software owner, or are operating within a legitimate security context (CTF, authorized pentest, malware analysis, security research) Document scope: Ensure your activities fall within the defined scope of your authorization Legal compliance: Understand that unauthorized bypassing of software protection m...
 7.9K
1487 add-app-clip expo/skills
Add an App Clip to an Expo App Adds an iOS App Clip target to an Expo project. The Clip lives in targets/clip/ , ships alongside the parent app, and is invoked from a URL on the app's domain via an Apple App Site Association (AASA) file. The parent app's bundle ID becomes com.<username>.<app-name> and the Clip's is automatically derived as <parent>.clip (e.g. com.bacon.may20.clip ). 1. Set bundleIdentifier and appleTeamId bun create target warns if these are missing. Add to app.json : Show more
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1488 hybrid-cloud-networking wshobson/agents
Hybrid Cloud Networking Configure secure, high-performance connectivity between on-premises and cloud environments using VPN, Direct Connect, and ExpressRoute. Purpose Establish secure, reliable network connectivity between on-premises data centers and cloud providers (AWS, Azure, GCP). When to Use Connect on-premises to cloud Extend datacenter to cloud Implement hybrid active-active setups Meet compliance requirements Migrate to cloud gradually Connection Options AWS Connectivity 1. Site-to...
 7.9K
1489 python-resource-management wshobson/agents
Python Resource Management Manage resources deterministically using context managers. Resources like database connections, file handles, and network sockets should be released reliably, even when exceptions occur. When to Use This Skill Managing database connections and connection pools Working with file handles and I/O Implementing custom context managers Building streaming responses with state Handling nested resource cleanup Creating async context managers Core Concepts 1. Context Managers Th...
 7.9K
1490 heroui-react heroui-inc/heroui
HeroUI v3 React Development Guide HeroUI v3 is a component library built on Tailwind CSS v4 and React Aria Components, providing accessible, customizable UI components for React applications. CRITICAL: v3 Only - Ignore v2 Knowledge This guide is for HeroUI v3 ONLY. Do NOT use any prior knowledge of HeroUI v2. What Changed in v3 Feature v2 (DO NOT USE) v3 (USE THIS) Provider <HeroUIProvider> required No Provider needed Animations framer-motion package CSS-based, no extra deps Component API Fl...
 7.9K
1491 sast-configuration wshobson/agents
SAST Configuration Static Application Security Testing (SAST) tool setup, configuration, and custom rule creation for comprehensive security scanning across multiple programming languages. Overview This skill provides comprehensive guidance for setting up and configuring SAST tools including Semgrep, SonarQube, and CodeQL. Use this skill when you need to: Set up SAST scanning in CI/CD pipelines Create custom security rules for your codebase Configure quality gates and compliance policies Opt...
 7.9K
1492 bigquery-basics google/skills
BigQuery Basics BigQuery is a serverless, AI-ready data platform that enables high-speed analysis of large datasets using SQL and Python. Its disaggregated architecture separates compute and storage, allowing them to scale independently while providing built-in machine learning, geospatial analysis, and business intelligence capabilities. Setup and Basic Usage Enable the BigQuery API: gcloud services enable bigquery.googleapis.com Create a Dataset: bq mk --dataset --location = US my_dataset Crea...
 7.9K
1493 api-and-interface-design addyosmani/agent-skills
API and Interface Design Overview Design stable, well-documented interfaces that are hard to misuse. Good interfaces make the right thing easy and the wrong thing hard. This applies to REST APIs, GraphQL schemas, module boundaries, component props, and any surface where one piece of code talks to another. When to Use Designing new API endpoints Defining module boundaries or contracts between teams Creating component prop interfaces Establishing database schema that informs API shape Changing exi...
 7.9K
1494 paypal-integration wshobson/agents
PayPal Integration Master PayPal payment integration including Express Checkout, IPN handling, recurring billing, and refund workflows. When to Use This Skill Integrating PayPal as a payment option Implementing express checkout flows Setting up recurring billing with PayPal Processing refunds and payment disputes Handling PayPal webhooks (IPN) Supporting international payments Implementing PayPal subscriptions Core Concepts 1. Payment Products PayPal Checkout One-time payments Express checko...
 7.8K
1495 postmortem-writing wshobson/agents
Postmortem Writing Comprehensive guide to writing effective, blameless postmortems that drive organizational learning and prevent incident recurrence. When to Use This Skill Conducting post-incident reviews Writing postmortem documents Facilitating blameless postmortem meetings Identifying root causes and contributing factors Creating actionable follow-up items Building organizational learning culture Core Concepts 1. Blameless Culture Blame-Focused Blameless "Who caused this?" "What condition...
 7.8K
1496 binary-analysis-patterns wshobson/agents
Binary Analysis Patterns Comprehensive patterns and techniques for analyzing compiled binaries, understanding assembly code, and reconstructing program logic. Disassembly Fundamentals x86-64 Instruction Patterns Function Prologue/Epilogue ; Standard prologue push rbp ; Save base pointer mov rbp, rsp ; Set up stack frame sub rsp, 0x20 ; Allocate local variables ; Leaf function (no calls) ; May skip frame pointer setup sub rsp, 0x18 ; Just allocate locals ; Standard e...
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1497 okx-cex-portfolio okx/agent-skills
OKX CEX Portfolio & Account CLI Account balance, positions, P&L, bills, fees, and fund transfers on OKX exchange. Requires API credentials. Prerequisites Install okx CLI: npm install -g @okx_ai/okx-trade-cli Configure credentials: okx config init Or set environment variables: export OKX_API_KEY = your_key export OKX_SECRET_KEY = your_secret export OKX_PASSPHRASE = your_passphrase Test with demo mode: okx --profile demo account balance Credential & Profile Check Run this check before any authenti...
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1498 api-security-best-practices sickn33/antigravity-awesome-skills
API Security Best Practices Overview Guide developers in building secure APIs by implementing authentication, authorization, input validation, rate limiting, and protection against common vulnerabilities. This skill covers security patterns for REST, GraphQL, and WebSocket APIs. When to Use This Skill Use when designing new API endpoints Use when securing existing APIs Use when implementing authentication and authorization Use when protecting against API attacks (injection, DDoS, etc.) Use whe...
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1499 turborepo-caching wshobson/agents
Turborepo Caching Production patterns for Turborepo build optimization. When to Use This Skill Setting up new Turborepo projects Configuring build pipelines Implementing remote caching Optimizing CI/CD performance Migrating from other monorepo tools Debugging cache misses Core Concepts 1. Turborepo Architecture Workspace Root/ ├── apps/ │ ├── web/ │ │ └── package.json │ └── docs/ │ └── package.json ├── packages/ │ ├── ui/ │ │ └── package.json │ └── config/ │ └── pac...
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1500 projection-patterns wshobson/agents
Projection Patterns Comprehensive guide to building projections and read models for event-sourced systems. When to Use This Skill Building CQRS read models Creating materialized views from events Optimizing query performance Implementing real-time dashboards Building search indexes from events Aggregating data across streams Core Concepts 1. Projection Architecture ┌─────────────┐ ┌─────────────┐ ┌─────────────┐ │ Event Store │────►│ Projector │────►│ Read Model │ │ │ ...
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