Productivity & Automation for Claude Code

Use when building or improving internal developer platforms (IDPs), designing self-service infrastructure, or optimizing developer workflows to reduce friction and accelerate delivery. The platform-engineer agent specializes in designing platform architecture, implementing golden paths, and maximizing developer self-service capabilities. Specifically:\\n\\n<example>\\nContext: A team struggles with manual environment provisioning that takes 2 weeks and bottlenecks their release cycle. They need

Podcast editing and post-production specialist. Use PROACTIVELY for audio editing guidance, show notes creation, chapter markers, timestamp management, and podcast publishing workflows.

Audio transcription specialist. Use PROACTIVELY for extracting accurate transcripts from media files with speaker identification, timestamps, and structured output.

Use when automating Windows infrastructure tasks requiring PowerShell 5.1 scripts with RSAT modules for Active Directory, DNS, DHCP, GPO management, or when building safe, enterprise-grade automation workflows in legacy .NET Framework environments. Specifically:\\n\\n<example>\\nContext: Enterprise needs to automate bulk user creation and AD group membership from a CSV file with rollback capability and comprehensive logging.\\nuser: \"I need a PowerShell script to create 500 users from a CSV, ad

Use when building cross-platform cloud automation scripts, Azure infrastructure orchestration, or CI/CD pipelines requiring PowerShell 7+ with modern .NET interop, idempotent operations, and enterprise-grade error handling. Specifically:\\n\\n<example>\\nContext: Team needs to automate Azure VM lifecycle management across multiple subscriptions with proper logging and error recovery.\\nuser: \"Create PowerShell scripts to provision, configure, and decommission Azure VMs across 5 subscriptions. N

Use this agent when architecting and refactoring PowerShell modules, designing profile systems, or creating cross-version compatible automation libraries. Invoke it for module design reviews, profile optimization, packaging reusable code, and standardizing function structure across teams. Specifically:\\n\\n<example>\\nContext: DevOps team has dozens of standalone PowerShell scripts handling AD, DNS, and DHCP tasks. Leadership wants these consolidated into a maintainable module for the infrastru

Use this agent when you need to harden PowerShell automation, secure remoting configuration, enforce least-privilege design, or align scripts with enterprise security baselines and compliance frameworks. Specifically:\\n\\n<example>\\nContext: User needs to review a PowerShell script that connects to servers using hardcoded credentials.\\nuser: \"This script uses embedded admin passwords to connect to remote servers. Can you help secure it?\"\\nassistant: \"I'll use the powershell-security-harde

Use when designing or building desktop graphical interfaces (WinForms, WPF, Metro-style dashboards) or terminal user interfaces (TUIs) for PowerShell automation tools that need clean separation between UI and business logic. Specifically:\\n\\n<example>\\nContext: IT team has a mature Active Directory automation module but users are currently running commands from plain PowerShell. They want a GUI frontend so helpdesk staff can manage common AD operations safely without script knowledge.\\nuser:

Use this agent when you need to make product strategy decisions, prioritize features, or define roadmap plans based on user needs and business goals. Specifically:\\n\\n<example>\\nContext: User is deciding whether to build feature A (high user demand, low revenue impact) or feature B (medium demand, high revenue impact).\\nuser: \"We have two features competing for Q2. How should we prioritize? Feature A is requested by many users but won't directly drive revenue. Feature B is less requested bu

Use this agent when you need to establish project plans, track execution progress, manage risks, control budget/schedule, and coordinate stakeholders across complex initiatives. Specifically:\\n\\n<example>\\nContext: A software team is starting a major product release with multiple dependencies and tight deadlines. The stakeholders need a comprehensive project plan with timeline, resource allocation, and risk mitigation strategies.\\nuser: \"We're launching a new payment processing platform in

Project workflow orchestrator. Use PROACTIVELY for managing complex multi-step workflows that coordinate multiple specialized agents in sequence with intelligent routing and payload validation.

Expert prompt engineering and validation system for creating high-quality prompts - Brought to you by microsoft/edge-ai

A specialized chat mode for analyzing and improving prompts. Every user input is treated as a prompt to be improved. It evaluates the prompt against a systematic framework of prompt engineering best practices, then generates a new improved prompt. Use this agent when you need to turn vague or incomplete instructions into precise, production-ready system prompts. <example> <context>User routes a vague instruction to this agent via an orchestrator.</context> user: summarize emails assistant: <reas

Use this agent when you need to analyze research queries for clarity and determine if user clarification is needed before proceeding with research. This agent should be invoked at the beginning of research workflows to ensure queries are specific and actionable. Examples: <example>Context: The user has created a query-clarifier agent to analyze research queries for clarity. user: "Tell me about AI" assistant: "I'll use the query-clarifier agent to analyze this query for clarity and determine if

Specialist in React performance patterns, bundle optimization, and Core Web Vitals. Use PROACTIVELY for React app performance tuning, rendering optimization, and production performance monitoring.

Use this agent when you need to transform synthesized research findings into a comprehensive, well-structured final report. This agent excels at creating readable narratives from complex research data, organizing content logically, and ensuring proper citation formatting. It should be used after research has been completed and findings have been synthesized, as the final step in the research process. Examples: <example>Context: The user has completed research on climate change impacts and needs

Use this agent when you need to consolidate and synthesize findings from multiple research sources or specialist researchers into a unified, comprehensive analysis. This agent excels at merging diverse perspectives, identifying patterns across sources, highlighting contradictions, and creating structured insights that preserve the complexity and nuance of the original research while making it more accessible and actionable. <example>Context: The research-orchestrator has completed Phase 4 parall

Use when building Rust systems where memory safety, ownership patterns, zero-cost abstractions, and performance optimization are critical for systems programming, embedded development, async applications, or high-performance services. Specifically:\\n\\n<example>\\nContext: Designing a high-throughput async network service that must handle thousands of concurrent connections with minimal memory overhead and strict latency requirements\\nuser: \"Create a tokio-based async service that processes 5

Rust GPT-4.1 Coding Beast Mode for VS Code

Sales automation and outreach specialist. Use PROACTIVELY for cold email campaigns, follow-up sequences, proposal templates, case studies, sales scripts, and conversion optimization.

Extracts business logic, functional modules, and data entities from UI screenshots

Synthesizes analysis results from multiple agents into a unified feature list and task breakdown

Use when teams need facilitation, process optimization, velocity improvement, or agile ceremony management—especially for sprint planning, retrospectives, impediment removal, and scaling agile practices across multiple teams. Specifically:\\n\\n<example>\\nContext: A team is struggling with sprint planning, taking 4+ hours with unclear goals and inconsistent velocity estimates\\nuser: \"Our 8-person team wastes too much time in sprint planning. Stories are poorly sized, we never agree on the goa

SEO analysis and optimization specialist. Use PROACTIVELY for technical SEO audits, meta tag optimization, performance analysis, and search engine optimization recommendations.

Write robust shell scripts with proper error handling, POSIX compliance, and automation patterns. Masters bash/zsh features, process management, and system integration. Use PROACTIVELY for automation, deployment scripts, or system administration tasks.

Brainstorm and develop new application ideas through fun, interactive questioning until ready for specification creation.

Social media video clip optimization specialist. Use PROACTIVELY for creating platform-specific clips with proper aspect ratios, subtitles, thumbnails, and encoding optimization.

Social media content creation specialist. Use PROACTIVELY for creating Twitter threads, LinkedIn posts, and Instagram captions from podcast episode information for maximum engagement.

Use this agent when you need to establish or improve system reliability through SLO definition, error budget management, and automation. Invoke when implementing SLI/SLO frameworks, reducing operational toil, designing fault-tolerant systems, conducting chaos engineering, or optimizing incident response processes. Specifically:\\n\\n<example>\\nContext: A rapidly growing SaaS platform is experiencing frequent outages and lacks formal reliability targets. The team is spending 60% of their time on

Supabase realtime performance specialist. Use PROACTIVELY to optimize realtime subscriptions, debug connection issues, and improve realtime application performance.

Expert assistance for building Model Context Protocol servers in Swift using modern concurrency features and the official MCP Swift SDK.

Obsidian tag taxonomy specialist. Use PROACTIVELY for normalizing and hierarchically organizing tag taxonomy, consolidating duplicates, and maintaining consistent tagging.

Use this agent when you need to break down a complex, multi-step goal into an actionable work breakdown structure with dependencies, parallelism opportunities, effort estimates, and a clear handoff plan to specialist agents. Specifically:\n\n<example>\nContext: A team wants to migrate a monolithic Rails app to a microservices architecture but the scope feels overwhelming and they don't know where to start.\nuser: \"We need to migrate our Rails monolith to microservices. It has 12 bounded context

Use when distributing tasks across multiple agents or workers, managing queues, and balancing workloads to maximize throughput while respecting priorities and deadlines. Specifically:\\n\\n<example>\\nContext: A code review system needs to distribute 500 pull requests across 8 specialist agents (code-reviewer, security-auditor, performance-engineer, accessibility-tester, documentation-engineer, test-automator, and 2 general-purpose reviewers). Each agent has different expertise areas, varying ca

Task planner for creating actionable implementation plans - Brought to you by microsoft/edge-ai

Use this agent when you need to create, improve, or maintain technical documentation including API references, user guides, SDK documentation, and getting-started guides. Specifically:\\n\\n<example>\\nContext: A development team has completed a new REST API but lacks documentation. The API includes 12 endpoints with varying authentication methods and rate limits.\\nuser: \"We need comprehensive documentation for our new payment API. It has 12 endpoints and needs guides for different user types.

Text comparison and validation specialist. Use PROACTIVELY for comparing extracted text with existing files, detecting discrepancies, and ensuring accuracy between two text sources.

Use this agent for long-running, autonomous multi-step engineering tasks that must be driven to full completion without handing control back early — e.g., "fix this failing test suite and don't stop until every test passes," "implement this feature end-to-end including tests," or "track down this intermittent bug." The agent plans, investigates the codebase (and the web when needed), implements, and rigorously verifies before ending its turn, checking off a visible todo list as it goes. <example

Frame-accurate timestamp extraction specialist. Use PROACTIVELY for precise cut points, speech boundary detection, silence analysis, and professional podcast editing timestamps.