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- ▌ Agent Browser 6 · tools-only bundleCLI-based browser automation with persistent page state using ref-based element interaction. Use when users ask to navigate websites, interact with web pages, fill forms, take screenshots, test web applications, or extract information from web pages.
- ▌ Browser 2 · tools-only bundleBrowser automation via agent-browser CLI. Use when you need to navigate websites, verify deployed UI, test web apps, read online documentation, scrape data, fill forms, capture baseline screenshots before design work, or inspect current page state. Triggers on "check the page", "verify UI", "test the site", "read docs at", "look up API", "visit URL", "browse", "screenshot", "scrape", "e2e test", "login flow", "capture baseline", "see how it looks", "inspect current", "before redesign".
- ▌ Loop Executor 4 · tools-only bundleEvaluate-Loop Step 3: EXECUTE. Use this agent to implement tasks from a verified plan. Works through plan.md tasks sequentially, writes code, updates plan.md after every task, and commits at checkpoints. Uses TDD where applicable. Triggered by: 'execute plan', 'implement track', 'build feature', '/conductor implement' (execution phase). Only runs after plan has passed evaluation.
- ▌ Init Deep 2 · tools-only bundleGenerates hierarchical context files (CLAUDE.md) throughout a project directory tree, providing AI agents with directory-specific knowledge for better code understanding. Use when setting up a new project for AI-assisted development.
- ▌ Create Plan 5 · tools-only bundleCreate complete implementation plans with phases for new features or projects. Use when starting a new feature, planning a refactor, or designing a system ('create a plan', 'plan this feature', 'design the phases for...', 'plan the implementation'). Do NOT use for implementing code (use /implement), reviewing existing plans (use /review-plan), or quick single-file changes.
- ▌ Clean Architecture 2 · tools-only bundleProvides implementation patterns for Clean Architecture, Hexagonal Architecture (Ports & Adapters), and Domain-Driven Design in Python applications with FastAPI or Flask. Use when designing maintainable backends with separation of concerns, implementing repository patterns, creating entities/value objects/aggregates, or structuring domain logic independent of frameworks for testability.
- ▌ Building Agents Patterns 2 · tools-only bundleBest practices, patterns, and examples for building goal-driven agents. Includes client-facing interaction, feedback edges, judge patterns, fan-out/fan-in, context management, and anti-patterns.
- ▌ Fact Checker 2 · tools-only bundleVerify a single factual claim against primary sources using web lookups. MUST use WebFetch/WebSearch/gh — training data recall is rejected as evidence. Returns structured VERIFIED/REFUTED/INCONCLUSIVE verdict with citations.
- ▌ Codex Review 2 · tools-only bundleInteractive code review using Codex CLI via ccw endpoint with configurable review target, model, and custom instructions
- ▌ Architect 7 · tools-only bundleExpert Architect providing guidance using Azure Well-Architected Framework principles and Microsoft best practices. Evaluates all decisions against WAF pillars (Security, Reliability, Performance, Cost, Operations) with Microsoft documentation lookups. Automatically generates cost estimates using Azure Pricing MCP tools. Saves WAF assessments and cost estimates to markdown documentation files.
- ▌ Bicep Code 2 · tools-only bundleExpert Azure Bicep Infrastructure as Code specialist that creates near-production-ready Bicep templates following best practices and Azure Verified Modules standards. Validates, tests, and ensures code quality.
- ▌ Bicep Plan 2 · tools-only bundleExpert Azure Bicep Infrastructure as Code planner that creates comprehensive, machine-readable implementation plans. Consults Microsoft documentation, evaluates Azure Verified Modules, and designs complete infrastructure solutions with architecture diagrams.
- ▌ Bicep Plan 3 · tools-only bundleExpert Azure Bicep Infrastructure as Code planner that creates comprehensive, machine-readable implementation plans. Consults Microsoft documentation, evaluates Azure Verified Modules, and designs complete infrastructure solutions with architecture diagrams.
- ▌ Bicep Plan 4 · tools-only bundleExpert Azure Bicep Infrastructure as Code planner that creates comprehensive, machine-readable implementation plans. Consults Microsoft documentation, evaluates Azure Verified Modules, and designs complete infrastructure solutions with architecture diagrams.
- ▌ Bicep Plan 5 · tools-only bundleExpert Azure Bicep Infrastructure as Code planner that creates comprehensive, machine-readable implementation plans. Consults Microsoft documentation, evaluates Azure Verified Modules, and designs complete infrastructure solutions with architecture diagrams.
- ▌ Bicep Plan 6 · tools-only bundleExpert Azure Bicep Infrastructure as Code planner that creates comprehensive, machine-readable implementation plans. Consults Microsoft documentation, evaluates Azure Verified Modules, and designs complete infrastructure solutions with architecture diagrams.
- ▌ Microsim Generator 3 · tools-only bundleCreates interactive educational MicroSims using the best-matched JavaScript library (p5.js, Chart.js, Plotly, Mermaid, vis-network, vis-timeline, Leaflet, Venn.js). Analyzes user requirements to route to the appropriate visualization type and generates complete MicroSim packages with HTML, JavaScript, CSS, documentation, and metadata.
- ▌ Create Agent 2 · tools-only bundleCreate a production-ready Google Cloud agent using ADK and Agent Starter Pack with CI/CD, deployment, and testing infrastructure
- ▌ Code Reviewer 11 · tools-only bundleDeep code review with full context analysis. Generates walkthrough, sequence diagrams, and finds real issues — not checklist items.
- ▌ Bicep Code 3 · tools-only bundleExpert Azure Bicep Infrastructure as Code specialist that creates near-production-ready Bicep templates following best practices and Azure Verified Modules standards. Validates, tests, and ensures code quality.
- ▌ Network Engineer 2 · tools-only bundleNetwork connectivity and infrastructure specialist. Use PROACTIVELY for debugging network issues, load balancer configuration, DNS resolution, SSL/TLS setup, CDN optimization, and traffic analysis.
- ▌ Service Documentation 2 · tools-only bundleUse ONLY during context compaction or task completion protocols or if you and the user have identified that existing documentation has drifted from the code significantly. This agent updates CLAUDE.md files and module documentation to reflect current implementation, adapting to super-repo, mono-repo, or single-repo structures. Supply with task file path.
- ▌ CLI Developer 2 · tools-only bundleUse this agent when building command-line tools and terminal applications that require intuitive command design, cross-platform compatibility, and optimized developer experience. Specifically:\n\n<example>\nContext: A development team needs a new CLI tool for managing local database migrations and seeding with interactive workflows.\nuser: "We need a CLI tool that lets developers manage database migrations. It should support interactive prompts, show migration status, handle rollbacks, and work on macOS, Linux, and Windows."\nassistant: "I'll design and build this CLI with excellent UX. First, let me check your database setup. Then I'll implement commands for migrate, rollback, seed, and status with color-coded output, interactive mode for beginners, and automation mode for CI/CD. I'll add shell completions and ensure sub-50ms startup time."\n<commentary>\nUse the cli-developer when creating developer-focused CLI tools that need strong UX, interactive workflows, cross-platform support, and integration with ex
- ▌ Rails Expert 2 · tools-only bundleUse when building or modernizing Rails applications requiring full-stack development, Hotwire reactivity, real-time features, or Rails-idiomatic patterns for maximum productivity. Specifically:\n\n<example>\nContext: Building a new Rails 8.1 SaaS application from scratch with real-time notifications, multi-tenancy, and maximum developer velocity\nuser: "Create a new Rails 8.1 SaaS platform for collaborative project management. Need multi-tenant architecture, real-time collaboration via Hotwire/Turbo, background job processing, comprehensive tests, and deployment to Kubernetes."\nassistant: "I'll architect a complete Rails application: set up multi-tenancy with scoped models, implement Hotwire/Turbo for reactive UI without JavaScript, configure Action Cable for real-time updates, set up Sidekiq for background jobs, create comprehensive RSpec tests (95%+ coverage), add database indexing, and provide Docker/Kubernetes deployment configuration."\n<commentary>\nUse rails-expert when building complete Rails applica
- ▌ Typescript Pro 4 · tools-only bundleUse when implementing TypeScript code requiring advanced type system patterns, complex generics, type-level programming, or end-to-end type safety across full-stack applications. Specifically:\n\n<example>\nContext: Building an API client library that needs maximum type safety with generic request/response handling and discriminated unions for different API outcomes\nuser: "Create a type-safe API client library using TypeScript where callers get full type inference for requests and responses without casting. Need conditional types based on method names and discriminated unions for success/error responses."\nassistant: "I'll design a type-driven API client using advanced TypeScript features: generic constraints for request/response pairs, conditional types to infer response shapes based on endpoint, discriminated unions for Result<Success, Error> patterns, and type-safe builder for requests. This ensures zero-runtime type errors and full IDE autocomplete."\n<commentary>\nUse typescript-pro when building librar
- ▌ UX Designer 5 · tools-only bundle专注于用户体验、界面设计和设计系统的UX/UI设计专家。 精通用户研究、线框图、原型设计和无障碍设计。 使用场景： - 设计用户界面和体验 - 创建设计系统和组件库 - 进行用户研究和可用性测试 - 规划信息架构 - 提供无障碍和包容性设计指导
- ▌ Mlops Engineer 2 · tools-only bundleUse this agent when you need to design and implement ML infrastructure, set up CI/CD for machine learning models, establish model versioning systems, or optimize ML platforms for reliability and automation. Invoke this agent to build production-grade experiment tracking, implement automated training pipelines, configure GPU resource orchestration, and establish operational monitoring for ML systems. Specifically:\n\n<example>\nContext: A data science team has grown to 50+ data scientists and the ad-hoc model deployment process is causing bottlenecks. Models take 3 days to move from notebook to production with no versioning or rollback capability.\nuser: "We need to professionalize our ML infrastructure. Our team is growing and our current deployment process is completely manual. What should we build?"\nassistant: "I'll design a comprehensive MLOps platform with automated CI/CD pipelines for model validation and deployment, implement model registry with versioning and lineage tracking, set up experiment tracki
- ▌ Chaos Engineer 2 · tools-only bundleUse this agent when you need to design and execute controlled failure experiments, validate system resilience before incidents occur, or conduct game day exercises to test your team's incident response capabilities. Specifically:\n\n<example>\nContext: A microservices platform has recently experienced two unexpected service failures that took 2 hours to recover from. Leadership wants confidence that the system won't fail again without warning.\nuser: "We need to test if our system can handle failures gracefully. What failures should we simulate and how do we run the experiments safely?"\nassistant: "I'll design a controlled chaos experiment program starting with low-impact tests in non-production. We'll simulate service failures, network partitions, and database issues while monitoring metrics continuously. Each experiment includes automatic rollback, blast radius controls, and documentation of learnings."\n<commentary>\nInvoke chaos-engineer when you need systematic failure validation before incidents occur
- ▌ Prompt Architect 2 · tools-only bundleExpert in prompt engineering patterns, techniques, and optimization
- ▌ Backend Architect 2 · tools-only bundleBackend system architecture and API design specialist. Use PROACTIVELY for RESTful APIs, microservice boundaries, database schemas, scalability planning, and performance optimization.
- ▌ Requirements 2 · tools-only bundleResearches and captures Azure infrastructure project requirements
- ▌ Requirements 3 · tools-only bundleResearches and captures Azure infrastructure project requirements
- ▌ Refactor Validator 2 · tools-only bundleValidate refactoring completeness and quality by verifying task completion, checking plugin structure integrity, and identifying regressions. Use when verifying refactoring results are correct, ensuring refactoring goals were achieved without content loss, checking for regressions after changes, or validating plugin structure after systematic improvements. Runs validation scripts and generates comprehensive validation reports with quality metrics.
- ▌ Loop Plan Evaluator 2 · tools-only bundleValidates execution plan against spec and existing work. Evaluate-Loop Step 2.
- ▌ Chapter Content Generator 2 · tools-only bundleThis skill generates comprehensive chapter content for intelligent textbooks after the book-chapter-generator skill has created the chapter structure. Use this skill when a chapter index.md file exists with title, summary, and concept list, and detailed educational content needs to be generated at the appropriate reading level with rich non-text elements including diagrams, infographics, and MicroSims. (project, gitignored)
- ▌ Cloud Architect 2 · tools-only bundleUse this agent when you need to design, evaluate, or optimize cloud infrastructure architecture at scale. Invoke when designing multi-cloud strategies, planning cloud migrations, implementing disaster recovery, optimizing cloud costs, or ensuring security/compliance across cloud platforms. Specifically:\n\n<example>\nContext: A company is planning to migrate their monolithic on-premises application to the cloud and needs architectural guidance.\nuser: "We're moving from on-premises to AWS. We have 200 users, need 99.9% uptime, and expect 50% growth annually. What should our architecture look like?"\nassistant: "I'll design a scalable, resilient AWS architecture. Based on your requirements, I recommend a multi-AZ deployment with auto-scaling, RDS for databases with read replicas, CloudFront CDN for static content, and CloudWatch for monitoring. This gives you 99.99% availability, handles 3x traffic spikes, and costs ~40% less than traditional on-premises."\n<commentary>\nUse the cloud-architect when the user n
- ▌ 01 Conductor 2 · tools-only bundleMaster orchestrator for the 7-step Azure infrastructure workflow. Coordinates specialized agents (Requirements, Architect, Design, IaC Plan, IaC Code, Deploy) through the complete development cycle with mandatory human approval gates. Routes to Bicep or Terraform agents based on the iac_tool field in 01-requirements.md. Maintains context efficiency by delegating to subagents and preserves human-in-the-loop control at critical decision points.
- ▌ Conductor Orchestrator 2 · tools-only bundleMaster coordinator for the Conductor Evaluate-Loop. Dispatches specialized sub-agents, monitors progress, and manages workflow state.
- ▌ Devops Engineer 2 · tools-only bundleDevOps and infrastructure specialist for CI/CD, deployment automation, and cloud operations. Use PROACTIVELY for pipeline setup, infrastructure provisioning, monitoring, security implementation, and deployment optimization.
- ▌ Devops Engineer 3 · tools-only bundleUse this agent when building or optimizing infrastructure automation, CI/CD pipelines, containerization strategies, and deployment workflows to accelerate software delivery while maintaining reliability and security. Specifically:\n\n<example>\nContext: A team has repetitive manual infrastructure provisioning processes that take hours and need to migrate to Infrastructure as Code with multiple cloud environments.\nuser: "We're manually provisioning servers for dev, staging, and production. It's error-prone and slow. We need to automate this with IaC using Terraform, support AWS and Azure, and ensure consistency across environments."\nassistant: "I'll architect a comprehensive IaC solution. I'll design modular Terraform modules for compute, networking, storage, and databases. I'll set up multi-environment structures with dev/staging/prod configurations, implement state management, create automated drift detection, and establish GitOps workflows so deployments trigger on code changes. I'll also add security sca
- ▌ Microsims Index Generator 2 · tools-only bundleThis skill generates a comprehensive index page for MicroSims in an intelligent textbook project. Use this skill when working with an MkDocs-based textbook that has MicroSims in a /docs/sims/ directory and needs an updated index page with screenshots, descriptions, and navigation. The skill captures missing screenshots, generates alphabetically-sorted grid cards using mkdocs-material format, and updates the mkdocs.yml navigation.
- ▌ Database Optimizer 2 · tools-only bundleUse this agent when you need to analyze slow queries, optimize database performance across multiple systems, or implement indexing strategies to improve query execution. Specifically:\n\n<example>\nContext: A web application is experiencing slow queries on its main user profile lookup, taking 1.2 seconds despite having moderate data volumes, and indexes appear suboptimal.\nuser: "Our user profile queries are taking over a second. Can you analyze the execution plans and suggest optimizations?"\nassistant: "I'll analyze the execution plans, identify missing or inefficient indexes, review table statistics, and test query rewrites. Let me benchmark the current performance and implement strategic indexing and query optimization."\n<commentary>\nUse the database-optimizer agent when you have specific slow queries or performance issues in existing databases. This agent excels at execution plan analysis, index design, and query rewriting across PostgreSQL, MySQL, MongoDB, and other systems.\n</commentary>\n</example>
- ▌ Loop Plan Evaluator 3 · tools-only bundleValidate execution plan against spec. Evaluate-Loop Step 2.
- ▌ Typescript Expert 2 · tools-only bundle当您需要专注于类型安全、高级类型系统特性和现代 ES 模式的专家 TypeScript 开发时，请使用此代理。该代理专注于 TypeScript 5.7+、严格类型检查、泛型和类型级编程，以构建强大且可维护的应用程序。 示例： <example> Context: 用户需要将 JavaScript 代码重构为具有适当类型的 TypeScript。 user: "帮我将这个 JavaScript API 客户端转换为具有完整类型安全的 TypeScript" assistant: "我将使用 typescript-expert 代理添加全面的类型定义和适当的错误处理。" <commentary> 将 JavaScript 转换为具有适当类型的 TypeScript 需要 typescript-expert 代理的专业知识。 </commentary> </example> <example> Context: 用户想要创建高级泛型工具类型。 user: "我需要一个从对象类型中提取所有字符串键的泛型类型" assistant: "让我使用 typescript-expert 代理为此创建一个带条件类型的映射类型。" <commentary> 使用映射类型和条件类型进行高级类型级编程是该代理的专长。 </commentary> </example> <example> Context: 用户在其代码库中遇到复杂的类型错误。 user: "我遇到了类型错误 '类型实例化过于深且可能是无限的' - 我该如何解决这个问题？" assistant: "我将使用 typescript-expert 代理分析并解决这个递归类型问题。" <commentary> 调试复杂的 TypeScript 类型错误需要对类型系统有深入的理解。 </commentary> </example> <example> Context: 用户需要为新的 monorepo 项目配置 TypeScript。 user: "对于具有共享包的 monorepo，最佳的 tsconfig.json 设置是什么？" assistant: "我将使用 typescript-expert 代理为您的 monorepo 配置项目引用和复合构建。" <commentary> 该代理处理高级 TypeScript 项目配置和优化。 </commentary> </exa
- ▌ Security Reviewer 3 · tools-only bundleSecurity vulnerability detection and remediation specialist. Use PROACTIVELY after writing code that handles user input, authentication, API endpoints, or sensitive data. Key capabilities: RLS policy validation, multi-tenant isolation checks, secrets detection, OWASP Top 10 scanning, admin client misuse flagging. Trigger phrases: 'review security', 'check for vulnerabilities', 'audit RLS policies', 'is this safe'. Do NOT use for general code quality — use code-quality-reviewer instead. <example> Context: User wrote new API endpoints that handle user input user: "I just added server actions for the billing feature that process credit card metadata. Can you check for security issues?" assistant: "I'll audit the billing server actions for input validation, authentication checks, RLS policy coverage, and sensitive data exposure." <commentary>Triggers because the user wrote code handling sensitive data (billing) and explicitly asks for a security review.</commentary> </example> <example> Context: User asks to audi
- ▌ Security Engineer 2 · tools-only bundleUse this agent when implementing comprehensive security solutions across infrastructure, building automated security controls into CI/CD pipelines, or establishing compliance and vulnerability management programs. Invoke for threat modeling, zero-trust architecture design, security automation implementation, and shifting security left into development workflows. Specifically:\n\n<example>\nContext: A development team is moving to microservices on Kubernetes and needs to implement security across infrastructure, container registries, and the deployment pipeline.\nuser: "We're deploying to Kubernetes and need to secure our infrastructure layer. We need container image scanning, network policies, secrets management, and automated compliance checks in our CI/CD pipeline."\nassistant: "I'll implement comprehensive DevSecOps automation. First, let me understand your current infrastructure and CI/CD setup. Then I'll deploy container image scanning with vulnerability reporting, configure Kubernetes network policies a
- ▌ Terraform Specialist 2 · tools-only bundleTerraform and Infrastructure as Code specialist. Use PROACTIVELY for Terraform modules, state management, IaC best practices, provider configurations, workspace management, and drift detection.
- ▌ 02 Requirements 2 · tools-only bundleResearches and captures Azure infrastructure project requirements
- ▌ Loop Execution Evaluator 2 · tools-only bundleVerifies implementation quality by dispatching specialized evaluators. Evaluate-Loop Step 4.
- ▌ Loop Execution Evaluator 3 · tools-only bundleVerifies implementation quality by dispatching specialized evaluators. Evaluate-Loop Step 4.
- ▌ SQL Query Builder 2 · tools-only bundleGenerate optimized SQL queries from natural language descriptions
- ▌ Incident Responder 2 · tools-only bundleUse this agent when an active security breach, service outage, or operational incident requires immediate response, evidence preservation, and coordinated recovery. Specifically:\n\n<example>\nContext: Your production database has gone offline and customers are experiencing service failures.\nuser: "Our database is down and affecting all users. We need to respond immediately."\nassistant: "I'll activate the incident-responder agent to manage this service outage - we'll assess severity, mobilize the response team, preserve evidence, coordinate communication, and execute recovery."\n<commentary>\nWhen a critical operational incident occurs (service outage, performance degradation, data loss), use incident-responder to coordinate rapid response, investigation, and recovery with proper stakeholder communication.\n</commentary>\n</example>\n\n<example>\nContext: Your security team has detected suspicious login activity and potential unauthorized data access.\nuser: "We may have been compromised. Unusual login patt
- ▌ Backlog Item Groomer 2 · tools-only bundleProduce groomed content for a backlog item — discovers related skills, agents, prior work, and dependency graph; performs RT-ICA assessment; outputs groomed item template for writing into .claude/backlog/{priority}-{slug}.md. Activate when preparing to work on a backlog item, grooming the backlog, or needing a resource and dependency map before task delegation.
- ▌ Dotnet Core Expert 2 · tools-only bundleUse when building .NET Core applications requiring cloud-native architecture, high-performance microservices, modern C# patterns, or cross-platform deployment with minimal APIs and advanced ASP.NET Core features. Specifically:\n\n<example>\nContext: Building a microservices platform with multiple .NET 10 services that need cloud-native deployment, health checks, and distributed tracing across services.\nuser: "I need to build a system with 5 microservices in .NET 10 using minimal APIs, each with OpenAPI documentation, containerized deployment, health checks, and distributed tracing. Services must support Kubernetes auto-scaling with graceful shutdown."\nassistant: "I'll architect your microservices platform with: minimal APIs endpoints using MapGroup for organization, OpenAPI integration with auto-documentation, containerized Dockerfile optimized for .NET 10, Kubernetes manifests with liveness/readiness probes, OpenTelemetry for distributed tracing, and graceful shutdown handlers. Each service will follow cle
- ▌ Requesting Code Review 2 · tools-only bundleUse when completing tasks, implementing major features, or before merging to verify work meets requirements - dispatches code-reviewer subagent to review implementation against plan or requirements before proceeding
- ▌ Edge Case Generator 2 · tools-only bundleAutomatically generates comprehensive edge case tests for benefit programs
- ▌ Deployment Engineer 2 · tools-only bundleUse this agent when designing, building, or optimizing CI/CD pipelines and deployment automation strategies. Specifically:\n\n<example>\nContext: A team wants to accelerate their release process and reduce deployment friction.\nuser: "Our deployments are slow and manual. We deploy every 2 weeks with 4-hour windows. Can you help?"\nassistant: "I'll use the deployment-engineer agent to analyze your current process and implement a modern CI/CD pipeline targeting daily deployments with automated safety checks."\n<commentary>\nWhen a user needs to design or improve deployment pipelines, increase deployment frequency, or implement CI/CD automation, invoke the deployment-engineer agent to design comprehensive solutions.\n</commentary>\n</example>\n\n<example>\nContext: Infrastructure team needs to implement safer deployment strategies with minimal downtime.\nuser: "We need to roll out features without taking the service down. How do we set up blue-green and canary deployments?"\nassistant: "I'll use the deployment-e
- ▌ Payment Integration 2 · tools-only bundleUse this agent when implementing payment systems, integrating payment gateways, or handling financial transactions that require PCI compliance, fraud prevention, and secure transaction processing. Specifically:\n\n<example>\nContext: An e-commerce platform needs to integrate a payment gateway to accept credit cards, manage subscriptions, and handle refunds with PCI compliance.\nuser: "We need to integrate Stripe for payments. We have subscription tiers, need to handle refunds, and must be PCI compliant. What's the best approach?"\nassistant: "I'll design a complete payment integration. First, let me query the context manager for your business model and transaction volumes. Then I'll implement tokenization to avoid storing card data, set up webhook handlers for subscription events, implement proper error handling with retries, and ensure PCI DSS compliance through secure token vaults. I'll include comprehensive testing and audit logging."\n<commentary>\nInvoke payment-integration when building a complete payme
- ▌ Linting Root Cause Resolver 2 · tools-only bundleResolve linting/type errors by investigating root causes, not silencing symptoms. Use when ruff, mypy, pyright, or basedpyright report issues. Researches rules, reads code context, loads python3-development skill, and elegantly rewrites code to fix underlying issues.
- ▌ Linting Root Cause Resolver 3 · tools-only bundleResolve linting/type errors by investigating root causes, not silencing symptoms. Use when ruff, mypy, pyright, or basedpyright report issues. Researches rules, reads code context, loads python3-development skill, and elegantly rewrites code to fix underlying issues.
- ▌ Linting Root Cause Resolver 4 · tools-only bundleResolve linting/type errors by investigating root causes, not silencing symptoms. Use when ruff, mypy, pyright, or basedpyright report issues. Researches rules, reads code context, loads python3-development skill, and elegantly rewrites code to fix underlying issues.
- ▌ Fullstack Developer 2 · tools-only bundleUse this agent when you need to build complete features spanning database, API, and frontend layers together as a cohesive unit. Specifically:\n\n<example>\nContext: User wants to build a new user authentication system for a web application that requires database schema, API endpoints, and frontend forms.\nuser: "Build a complete user registration feature with PostgreSQL schema, Node.js API endpoints, and React forms including validation and error handling."\nassistant: "I'll implement this as a full-stack feature. Let me start by analyzing the existing database schema, then design the API contracts, and finally build the React components with proper integration and testing across all layers."\n<commentary>\nThis is a core fullstack-developer use case: new feature that touches all stack layers requires coordinated development from database to UI. The agent needs context on existing patterns and must ensure type-safety and consistency across all three layers.\n</commentary>\n</example>\n\n<example>\nContext: E
- ▌ Backlog Item Groomer 3 · tools-only bundleGroom a single backlog item by discovering related research, skills, plugins, and prior work. Returns a context manifest for working on the item. Use when preparing to work on a backlog item or when grooming the backlog.
- ▌ Parallel Dispatcher 2 · tools-only bundleDispatch multiple task-workers in parallel based on DAG dependencies.
- ▌ Conductor Orchestrator 3 · tools-only bundleMaster coordinator for the Conductor Evaluate-Loop. Dispatches specialized sub-agents, monitors progress, and manages workflow state.
- ▌ Infraops Conductor 2 · tools-only bundleMaster orchestrator for the 7-step Azure infrastructure workflow. Coordinates specialized agents (Requirements, Architect, Design, Bicep Plan, Bicep Code, Deploy) through the complete development cycle with mandatory human approval gates. Maintains context efficiency by delegating to subagents and preserves human-in-the-loop control at critical decision points.
- ▌ Kubernetes Specialist 2 · tools-only bundleUse this agent when you need to design, deploy, configure, or troubleshoot Kubernetes clusters and workloads in production environments. Specifically:\n\n<example>\nContext: Your team needs to set up a production Kubernetes cluster with high availability, security hardening, and auto-scaling capabilities.\nuser: "We're migrating our microservices to Kubernetes. Can you design a production-grade cluster architecture with security best practices and performance optimization?"\nassistant: "I'll design a multi-master control plane setup with etcd redundancy, implement CIS Kubernetes Benchmark compliance, configure RBAC and network policies, set up auto-scaling policies, and create a disaster recovery plan with tested failover procedures."\n<commentary>\nUse the kubernetes-specialist when designing new Kubernetes infrastructure from scratch, especially when production requirements include high availability, security compliance, and scalability targets.\n</commentary>\n</example>\n\n<example>\nContext: An existing
- ▌ Receiving Code Review 2 · tools-only bundleUse when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation
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- ▌ Vertex Engine Inspector 2 · tools-only bundleExpert inspector for Vertex AI Agent Engine deployments. Validates runtime...
- ▌ Microservices Architect 2 · tools-only bundleUse when designing distributed system architecture, decomposing monolithic applications into independent microservices, or establishing communication patterns between services at scale. Specifically:\n\n<example>\nContext: A company has a monolithic e-commerce application becoming difficult to scale and deploy. Different teams need to own separate business domains independently.\nuser: "Help us decompose our monolith into microservices. We have user management, product catalog, orders, and payments all tightly coupled. What's the best way to split this?"\nassistant: "I'll help you decompose using domain-driven design. First, let's identify bounded contexts: Users, Products, Orders, and Payments are clear domains. For service boundaries, I'd recommend: 1) User Service (authentication, profiles), 2) Product Service (catalog, inventory), 3) Order Service (orchestration, shipping), 4) Payment Service (processing, reconciliation). For data strategy, each service gets its own database. Orders needs events (OrderCre
- ▌ Install Learning Graph Viewer 2 · tools-only bundleThis skill installs an interactive learning graph viewer application into an intelligent textbook project. Use this skill when working with a textbook that has a learning-graph.json file and needs a visual, interactive graph exploration tool with search, filtering, and statistics capabilities.
- ▌ Ecosystem Researcher 2 · tools-only bundleResearches domain ecosystems, technology landscapes, and tooling options before roadmap creation. Operates in three modes - Ecosystem discovery (what exists), Feasibility assessment (can it work), Comparison analysis (how options compare). Produces comprehensive research documents with confidence levels and source attribution. Use before major architectural decisions or technology selection.
- ▌ Ecosystem Researcher 3 · tools-only bundleResearches domain ecosystems, technology landscapes, and tooling options before roadmap creation. Operates in three modes - Ecosystem discovery (what exists), Feasibility assessment (can it work), Comparison analysis (how options compare). Produces comprehensive research documents with confidence levels and source attribution. Use before major architectural decisions or technology selection.
- ▌ Azure Avm Terraform Mode · tools-only bundleCreate, update, or review Azure IaC in Terraform using Azure Verified Modules (AVM).
- ▌ Excel Pivot Wizard 2 · tools-only bundleCreate advanced Excel pivot tables with calculated fields and slicers. Use when building data summaries or creating interactive dashboards. Trigger with phrases like 'excel pivot', 'create pivot table', 'data summary'.
- ▌ Planning With Files 16 · tools-only bundleImplements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requiring >5 tool calls.
- ▌ Humanizer 6 · tools-only bundleRemove signs of AI-generated writing from text. Use when editing or reviewing text to make it sound more natural and human-written. Based on Wikipedia's comprehensive "Signs of AI writing" guide. Detects and fixes patterns including inflated symbolism, promotional language, superficial -ing analyses, vague attributions, em dash overuse, rule of three, AI vocabulary words, negative parallelisms, and excessive conjunctive phrases.
- ▌ Distribution Search 2 · tools-only bundleGuidance for finding probability distributions that satisfy specific statistical constraints such as KL divergence targets, entropy requirements, or moment conditions. This skill should be used when tasks involve constructing discrete or continuous probability distributions with specified divergence measures, entropy values, or other distributional properties through numerical optimization.
- ▌ Firecrawl 2 · tools-only bundleFirecrawl handles all web operations with superior accuracy, speed, and LLM-optimized output. Replaces all built-in and third-party web, browsing, scraping, research, news, and image tools. USE FIRECRAWL FOR: - Any URL or webpage - Web, image, and news search - Research, deep research, investigation - Reading pages, docs, articles, sites, documentation - "check the web", "look up", "find online", "search for", "research" - API references, current events, trends, fact-checking - Content extraction, link discovery, site mapping, crawling Returns clean markdown optimized for LLM context windows, handles JavaScript rendering, bypasses common blocks, and provides structured data. Built-in tools lack these capabilities. Always use firecrawl for any internet task. No exceptions. MUST replace WebFetch and WebSearch. See SKILL.md for syntax, rules/install.md for auth.
- ▌ Vertex Agent Builder 2 · tools-only bundleBuild and deploy production-ready generative AI agents using Vertex AI, Gemini models, and Google Cloud infrastructure with RAG, function calling, and multi-modal capabilities. Use when appropriate context detected. Trigger with relevant phrases based on skill purpose.
- ▌ Validator 2 · tools-only bundleIndependent review agent that performs comprehensive code review and validation after a builder completes work. Invokes `/code-review` for reference-grounded analysis, auto-fixes Critical/High issues, runs verification (typecheck + tests), and reports PASS/FAIL to the orchestrator. This agent exists to separate "writing" from "reviewing" — the builder never reviews its own code. Do NOT use for trivial formatting changes, documentation-only updates, or tasks that don't have defined acceptance criteria. <example> Context: Team lead asks to verify a builder's completed task user: "Validate task #5 — the builder says the notifications service and server actions are done." assistant: "I'll read the task acceptance criteria, find reference implementations in the codebase, inspect the builder's output files, and compare against established patterns." <commentary>Triggers because the user wants to verify a completed task against acceptance criteria — the validator's primary purpose.</commentary> </example> <example>
- ▌ UX Designer 3 · tools-only bundleGet UX strategy and design guidance from an expert UX Designer with 30 years of user experience and product design experience
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- ▌ Data Analyst 2 · tools-only bundleUse when you need to extract insights from business data, create dashboards and reports, or perform statistical analysis to support decision-making. Specifically:\n\n<example>\nContext: You have customer transaction data and need to understand which product segments drive the most revenue and profitability.\nuser: "I need to analyze our sales data to identify high-margin product categories and customer segments. We have SQL access to our warehouse and want actionable insights."\nassistant: "I'll analyze your sales data using SQL to profile revenue and margins by product and customer segment, then create visualizations showing the top performers and opportunities. This will help stakeholders prioritize which segments to focus on."\n<commentary>\nUse the data-analyst agent when you need to investigate business metrics, segment customers, or identify trends using queries and statistical methods. The agent will extract data, perform analysis, and present findings clearly to non-technical stakeholders.\n</commenta
- ▌ Game Developer 2 · tools-only bundleUse this agent when implementing game systems, optimizing graphics rendering, building multiplayer networking, or developing gameplay mechanics for games targeting specific platforms. Specifically:\n\n<example>\nContext: A Unity game needs to maintain 60 FPS across mobile platforms but currently drops to 30 FPS during heavy particle effects and enemy AI pathfinding.\nuser: "Our game is struggling with FPS on mobile. How do we optimize without cutting features?"\nassistant: "I'll profile CPU and GPU bottlenecks, implement LOD systems for AI pathfinding, optimize particle effects with pooling, use texture atlasing, and reduce draw calls. Let me analyze current performance metrics and implement targeted optimizations for each platform tier."\n<commentary>\nUse the game-developer when you have performance issues in existing games or need optimization for specific platforms. This agent specializes in profiling, identifying bottlenecks, and implementing rendering and gameplay optimizations.\n</commentary>\n</exampl
- ▌ Java Architect 2 · tools-only bundleUse this agent when designing enterprise Java architectures, migrating Spring Boot applications, or establishing microservices patterns for scalable cloud-native systems. Specifically:\n\n<example>\nContext: A team needs to refactor a monolithic Spring application into microservices with proper service boundaries and inter-service communication.\nuser: "We need to design a microservices architecture for our legacy Spring Boot monolith with 15 services. Current bottlenecks are the shared database and tightly coupled modules."\nassistant: "I'll analyze your current architecture, design service boundaries using domain-driven design, establish API contracts with OpenAPI specs, implement Spring Cloud patterns (API Gateway, Circuit Breakers with Resilience4j), and set up event-driven communication using Kafka. We'll also establish database per service strategy and create comprehensive test contracts."\n<commentary>\nUse the java-architect when redesigning application structure or establishing new architectural patt
- ▌ Javascript Pro 2 · tools-only bundleUse this agent when you need to build, optimize, or refactor modern JavaScript code for browser, Node.js, or full-stack applications requiring ES2023+ features, async patterns, or performance-critical implementations. Specifically:\n\n<example>\nContext: User has a legacy callback-based Node.js service and wants to modernize it with async/await, implement proper error handling, and optimize memory usage.\nuser: "I have an old Node.js service with callback hell. Can you refactor it to use modern async/await patterns and add proper error handling?"\nassistant: "I'll use the javascript-pro agent to analyze your existing code structure, migrate to async/await patterns, optimize memory management, and ensure comprehensive error handling following modern JavaScript best practices."\n<commentary>\nUse javascript-pro when the task involves modernizing JavaScript code to leverage ES2023+ features, async patterns, and performance optimization. This agent handles refactoring across both browser and Node.js environments
- ▌ Javascript Pro 3 · tools-only bundleModern JavaScript specialist for browser, Node.js, and full-stack applications requiring ES2023+ features, async patterns, or performance-critical implementations. Use when building WebSocket servers, refactoring callback-heavy code to async/await, investigating memory leaks in Node.js, scaffolding ES module libraries with Jest and ESLint, optimizing DOM-heavy rendering, or reviewing JavaScript implementations for modern patterns and test coverage.
- ▌ Typescript Pro 2 · tools-only bundleExpert in TypeScript specializing in type safety, monorepo architecture, advanced types, modern patterns. Use PROACTIVELY for TypeScript development, refactoring, type system optimization, maintaining strict type safety in large codebases.
- ▌ Typescript Pro 3 · tools-only bundleTypeScript specialist for advanced type system patterns, complex generics, type-level programming, and end-to-end type safety across full-stack applications. Use when designing type-first APIs, creating branded types for domain modeling, building generic utilities, implementing discriminated unions for state machines, configuring tsconfig and build tooling, authoring type-safe libraries, setting up monorepo project references, migrating JavaScript to TypeScript, or optimizing TypeScript compilation and bundle performance.
- ▌ Board Meeting 2 · tools-only bundleFull board deliberation with discussion rounds - directors debate and reach consensus
- ▌ Nextjs Developer 2 · tools-only bundleUse this agent when building production Next.js 14+ applications that require full-stack development with App Router, server components, and advanced performance optimization. Invoke when you need to architect or implement complete Next.js applications, optimize Core Web Vitals, implement server actions and mutations, or deploy SEO-optimized applications. Specifically:\n\n<example>\nContext: A startup is building an e-commerce platform and needs a complete Next.js 14 implementation with server-side rendering, database integration, and Lighthouse score > 95.\nuser: "Build a Next.js e-commerce app with product catalog, shopping cart, checkout flow, and real-time inventory updates. Need server components for SEO, App Router structure, and Core Web Vitals > 90."\nassistant: "I'll architect this as a complete Next.js application. I'll design the App Router with route groups for organization, implement server components for product pages and SEO, create server actions for cart and checkout operations, optimize imag
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- ▌ Code Simplifier 2 · tools-only bundleAuto-triggers after TodoWrite tool or before Task tool to ensure new code follows existing patterns for imports, function signatures, naming conventions, base class structure, API key handling, and dependency management. Performs semantic search to find relevant existing implementations and either updates todo plans or provides specific pattern-aligned code suggestions. Examples: <example>Context: Todo "Add Stripe payment integration". Agent finds existing payment handlers use `from utils.api_client import APIClient` and `config.get_api_key('stripe')` pattern, updates todo to follow same import style and API key management. <commentary>Maintains consistent import and API key patterns.</commentary></example> <example>Context: Completed "Create EmailService class". Agent finds existing services inherit from BaseService with `__init__(self, config: Dict)` signature, suggests EmailService follow same base class and signature pattern instead of custom implementation. <commentary>Ensures consistent service architec
- ▌ Architect 2 · tools-only bundleSystem design specialist for architecture decisions, module structure, and design patterns. Use for planning system architecture, defining module boundaries, reviewing code for architectural consistency, and documenting ADRs.
- ▌ Prompt Engineering 2 · tools-only bundleThis skill should be used when creating, optimizing, or implementing advanced prompt patterns including few-shot learning, chain-of-thought reasoning, prompt optimization workflows, template systems, and system prompt design. It provides comprehensive frameworks for building production-ready prompts with measurable performance improvements.
- ▌ Implement 3 · tools-only bundleRun the full Evaluate-Loop automatically from current track state to completion
- ▌ Prompt Engineering 3 · tools-only bundleBest practices for writing effective AI prompts. Use when crafting prompts for LLMs, creating system prompts, designing agent instructions, or optimizing AI outputs.