api-design
Guides REST and GraphQL API design, including endpoints, error handling, versioning, and documentation. Use when designing APIs, creating endpoints, or when asked about API patterns.
Essential command-line tools and system utilities.
Guides REST and GraphQL API design, including endpoints, error handling, versioning, and documentation. Use when designing APIs, creating endpoints, or when asked about API patterns.
Methodical problem-solving workflow for debugging issues. Use when facing bugs, errors, or unexpected behavior that isn't immediately obvious.
Use this skill when architecting new features within the RBAC modular permissions system. Guides architects through workspace design, feature definition, permission mapping, and role hierarchy. Critical for understanding Owner/Super Admin special roles, feature independence, and multi-tenant context isolation. Invoke when creating PRDs that involve permissions, workspaces, features, or role-based access control.
Giant Swarm platform knowledge for SRE operations
Apply YAML-driven architecture-as-code patterns for system definition, configuration management, and automated generation. Use when designing configuration schemas, building code generators, or implementing declarative architecture definitions.
Manage Architecture Decision Records and ADR-aligned development. Use when user says "we should use", "let's go with", asks "why did we choose X?", implements a feature that may have an ADR, updates ADR status, or needs to check alignment with existing decisions.
Incident response playbook templates for Kubernetes. Detection, containment, remediation, and post-incident procedures with decision trees and validation steps.
AI-supervised development workflow. Use when running /line-work, /line-prep, /line-cook, /line-serve, /line-tidy commands, managing beads issues during sessions, or following prep→cook→serve→tidy cycle. Covers workflow orchestration, guardrails, and session management.
Modernize legacy code safely in ANY project without breaking existing functionality. Use when working with old code that needs updating while maintaining stability.
Systematic technical debt reduction and code optimization agent. Use when refactoring code, reducing complexity, eliminating code smells, improving performance, cleaning up unused code, or modernizing legacy patterns. Handles dependency updates, architecture improvements, and codebase health metrics.
Modernize legacy code safely in ANY project without breaking existing functionality
Observability patterns including logging, metrics, tracing, and alerting. Auto-triggers when implementing monitoring, debugging production issues, or setting up alerts.
Provides expert observability analysis, logging review, and monitoring assessment. Use this skill when the user needs logging audit, error tracking evaluation, APM review, or monitoring strategy assessment. Triggers include requests for observability audit, logging patterns review, or when asked to evaluate system visibility and debugging capabilities. Produces detailed consultant-style reports with findings and prioritized recommendations — does NOT write implementation code.
Orchestrate complete or partial feature implementation workflow with configurable phases. This skill should be used to run the full workflow (specification → research → plan → implement → test → fix) or specific phases, coordinating between all feature-implementation skills automatically.
Code review agent based on Sandi Metz's object-oriented design principles from "Practical Object-Oriented Design in Ruby" and "99 Bottles of OOP". Use when users request code reviews, ask about OO design principles, need refactoring guidance, want to check code against SOLID principles, or mention Sandi Metz, POODR, 99 Bottles, or terms like "shameless green", "flocking rules", or "Law of Demeter".
Use when asking about "Workflows", "durable workflows", "multi-step processing", "WorkflowEntrypoint", "WorkflowStep", "data pipelines", "background jobs", "ingestion pipeline", or orchestrating multiple operations that need durability and error recovery.
Comprehensive unified BaaS (Backend-as-a-Service) integration hub for 9 major providers: Auth0, Clerk, Firebase Auth, Supabase, Neon, Convex, Firebase Firestore, Vercel, and Railway with AI-powered provider selection, cross-provider patterns, and migration guides.
Core development standards, patterns, and best practices for React and React Native projects. Use this when users need guidance on code quality (Biome, TypeScript), testing (Jest), project structure (Domain-Driven Design), React best practices (useEffect guidelines), or React Native development with Expo.
Guide deployment strategies, CI/CD setup, and organization rollout for AROG framework. Use when users ask about deployment, GitHub Actions, or organization-wide setup.
Plan and implement microservices for Optima platform. Use when building new services, features, or integrations. Generates phased implementation roadmaps following Optima patterns - Database Gateway, append-only contracts, RabbitMQ messaging, DigitalOcean deployment. Start with data model, then contracts, then services.
Infrastructure standards for Docker, scripts, middleware, and authentication in multi-tenant deployments.
Specialized agent for determining the optimal placement of components and logic in a Next.js project based on the "Scope Scope Rule". It prevents tech debt by strictly enforcing modularity: local by default, shared only when necessary. Trigger: "Where to put component", "Structure components", "Scope rule", "Shared vs Local", "Move component".