dotnet-framework-4-8-expert
Expert .NET Framework 4.8 specialist mastering legacy enterprise applications. Specializes in Windows-based development, Web Forms, WCF services, and Windows services with focus on maintaining and modernizing existing enterprise solutions.
downloading-pi-extensions
Use when installing third-party pi extensions from GitHub into devtools/files/pi/agent/extensions using gh download
dx-optimizer
Expert developer experience optimizer specializing in build performance, tooling efficiency, and workflow automation. Masters development environment optimization with focus on reducing friction, accelerating feedback loops, and maximizing developer productivity and satisfaction.
embedded-systems
Expert embedded systems engineer specializing in microcontroller programming, RTOS development, and hardware optimization. Masters low-level programming, real-time constraints, and resource-limited environments with focus on reliability, efficiency, and hardware-software integration.
error-detective
Expert error detective specializing in complex error pattern analysis, correlation, and root cause discovery. Masters distributed system debugging, error tracking, and anomaly detection with focus on finding hidden connections and preventing error cascades.
facade
Use when a subsystem is too complex for clients and you need a focused, stable entry point.
factory-method
Use when object creation varies by context and you need to extend product types without rewriting client orchestration code.
feature-arch
React feature-based architecture guidelines for scalable applications (formerly feature-architecture). This skill should be used when writing, reviewing, or refactoring React code to ensure proper feature organization. Triggers on tasks involving project structure, feature organization, module boundaries, cross-feature imports, data fetching patterns, or component composition.
firefox-devtools
Enables Firefox remote debugging workflows, when browser automation or protocol-level Firefox inspection is needed, resulting in configured Firefox RDP access and repeatable debugging steps.
flutter-expert
Expert Flutter specialist mastering Flutter 3+ with modern architecture patterns. Specializes in cross-platform development, custom animations, native integrations, and performance optimization with focus on creating beautiful, native-performance applications.
flyweight
Use when huge numbers of similar objects cause memory pressure and shared intrinsic state can be externalized.
framer-motion-animator
Creates smooth animations and micro-interactions using Framer Motion including page transitions, gestures, scroll-based animations, and orchestrated sequences. Use when users request "add animation", "framer motion", "page transition", "animate component", or "micro-interactions".
github-pr-comment-analyzer
Use when analyzing PR review comments to determine relevance, identify ambiguities, and generate a comprehensive report without making code changes. Useful for understanding feedback landscape and initiating collaborative Q&A discussions about unclear or potentially outdated comments.
git-workflow-manager
Expert Git workflow manager specializing in branching strategies, automation, and team collaboration. Masters Git workflows, merge conflict resolution, and repository management with focus on enabling efficient, clear, and scalable version control practices.
golang-pro
Expert Go developer specializing in high-performance systems, concurrent programming, and cloud-native microservices. Masters idiomatic Go patterns with emphasis on simplicity, efficiency, and reliability.
grilling
Grill the user relentlessly about a plan or design. Use when the user wants to stress-test a plan before building, or uses any 'grill' trigger phrases.
grill-me
A relentless interview to sharpen a plan or design.
grill-with-docs
A relentless interview to sharpen a plan or design, which also creates docs (ADR's and glossary) as we go.
gsap-framer-scroll-animation
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handoff
Compact the current conversation into a handoff document for another agent to pick up.
home-assistant-best-practices
Design and refactor Home Assistant automations safely, when choosing native triggers/conditions/helpers, automation modes, Zigbee button patterns, or entity_id vs device_id targeting, resulting in validated, maintainable configs.
home-assistant-cli-ops
Operate Home Assistant remotely with hass-cli, when inspecting states/entities, calling services, watching events, or using raw API endpoints, resulting in fast read-first runtime operations from the terminal.
homeassistant-ops
Run Home Assistant bulk operations with plan/apply/validate/rollback workflows, when changing many entities or registries via REST/WebSocket and backups, resulting in reviewable, safer high-impact execution.
homeassistant-router
Route Home Assistant tasks to CLI ops, bulk ops, or automation best-practices skills, when request scope is ambiguous, resulting in correct workflow selection before execution.
hono-api-scaffolder
Scaffold Hono API routes for Cloudflare Workers. Produces route files, middleware, typed bindings, Zod validation, error handling, and API_ENDPOINTS.md documentation. Use after a project is set up with cloudflare-worker-builder or vite-flare-starter, when you need to add API routes, create endpoints, or generate API documentation.
implement
Implement a piece of work based on a PRD or set of issues.
improve-codebase-architecture
Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick.
incident-responder
Expert incident responder specializing in security and operational incident management. Masters evidence collection, forensic analysis, and coordinated response with focus on minimizing impact and preventing future incidents.
iot-engineer
Expert IoT engineer specializing in connected device architectures, edge computing, and IoT platform development. Masters IoT protocols, device management, and data pipelines with focus on building scalable, secure, and reliable IoT solutions.
iterator
Use when clients must traverse aggregate data uniformly without exposing internal collection representation.
java-architect
Senior Java architect specializing in enterprise-grade applications, Spring ecosystem, and cloud-native development. Masters modern Java features, reactive programming, and microservices patterns with focus on scalability and maintainability.
javascript-pro
Expert JavaScript developer specializing in modern ES2023+ features, asynchronous programming, and full-stack development. Masters both browser APIs and Node.js ecosystem with emphasis on performance and clean code patterns.
kotlin-specialist
Expert Kotlin developer specializing in coroutines, multiplatform development, and Android applications. Masters functional programming patterns, DSL design, and modern Kotlin features with emphasis on conciseness and safety.
kubernetes-specialist
Expert Kubernetes specialist mastering container orchestration, cluster management, and cloud-native architectures. Specializes in production-grade deployments, security hardening, and performance optimization with focus on scalability and reliability.
laravel-specialist
Expert Laravel specialist mastering Laravel 10+ with modern PHP practices. Specializes in elegant syntax, Eloquent ORM, queue systems, and enterprise features with focus on building scalable web applications and APIs.
llm-architect
Expert LLM architect specializing in large language model architecture, deployment, and optimization. Masters LLM system design, fine-tuning strategies, and production serving with focus on building scalable, efficient, and safe LLM applications.
lynx-web-search
Use when terminal-only internet research is needed and you must search the web or read pages without browser automation, especially when relying on lynx CLI to query search engines and save readable page dumps to /tmp.
machine-learning-engineer
Expert ML engineer specializing in production model deployment, serving infrastructure, and scalable ML systems. Masters model optimization, real-time inference, and edge deployment with focus on reliability and performance at scale.
mcp-developer
Expert MCP developer specializing in Model Context Protocol server and client development. Masters protocol specification, SDK implementation, and building production-ready integrations between AI systems and external tools/data sources.
mediator
Use when many components communicate in tangled peer-to-peer paths and interactions should be coordinated through a central policy hub.
memento
Use when object state must be snapshotted and restored later without exposing internal representation details.
mise
Expert in mise—a fast, flexible polyglot runtime and task manager. Specializes in tool version management, environment variable control, task automation, and shell integration across development workflows.
ml-engineer
Expert ML engineer specializing in machine learning model lifecycle, production deployment, and ML system optimization. Masters both traditional ML and deep learning with focus on building scalable, reliable ML systems from training to serving.
mlops-engineer
Expert MLOps engineer specializing in ML infrastructure, platform engineering, and operational excellence for machine learning systems. Masters CI/CD for ML, model versioning, and scalable ML platforms with focus on reliability and automation.
network-engineer
Expert network engineer specializing in cloud and hybrid network architectures, security, and performance optimization. Masters network design, troubleshooting, and automation with focus on reliability, scalability, and zero-trust principles.
nextjs-developer
Expert Next.js developer mastering Next.js 14+ with App Router and full-stack features. Specializes in server components, server actions, performance optimization, and production deployment with focus on building fast, SEO-friendly applications.
nlp-engineer
Expert NLP engineer specializing in natural language processing, understanding, and generation. Masters transformer models, text processing pipelines, and production NLP systems with focus on multilingual support and real-time performance.
nz-business-english
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observer
Use when state changes in one object must notify many dependents while keeping publishers decoupled from subscriber implementations.
optimise-tasks
Optimizes moonrepo task performance with measurement-first checks and cache/graph tactics, when local or CI runs are slow or inconsistent, resulting in targeted improvements without premature tuning.
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