Boost efficiency with task automation and organizers.
Analyzes CI/CD pipelines to identify common antipatterns (like slow feedback loops or sequential steps) and recommends best practice patterns (like build images, parallelization, and build-once-deploy-anywhere). Use when designing, auditing, or troubleshooting CI/CD workflows to improve speed and reliability.
Design and build professional APIs with REST, GraphQL, and gRPC. Master authentication, documentation, testing, and operational concerns.
Validation patterns and compliance checking for Kailash SDK including parameter validation, DataFlow pattern validation, connection validation, absolute import validation, workflow structure validation, and security validation. Use when asking about 'validation', 'validate', 'check compliance', 'verify', 'lint', 'code review', 'parameter validation', 'connection validation', 'import validation', 'security validation', or 'workflow validation'.
Compound Engineering workflow for AI-assisted development. Use when planning features, executing work, reviewing code, or codifying learnings. Follows the Plan -> Work -> Review -> Compound loop where each unit of engineering makes subsequent work easier. Triggers on: plan this feature, implement this, review this code, compound learnings, create implementation plan, systematic development.
Ecommerce integration patterns and decomposer/composer
Software architecture research and design toolkit. Research technology stacks, design patterns, system architectures, and create Architecture Decision Records (ADRs) for informed technology choices.
GitHub Actions, GitLab CI, Jenkins, and automated deployment pipelines
Event-driven workflow automation in Flow Nexus cloud. Use for creating, executing, and managing complex automated workflows with message queue processing and intelligent agent coordination.
HarmonyOS application development expert. Use when building HarmonyOS apps with ArkTS, ArkUI, Stage model, and distributed capabilities. Covers HarmonyOS NEXT (API 12+) best practices.
Master cloud architecture with AWS, Azure, GCP, cloud-native patterns, migration strategies, and cost optimization.
Expert-level CI/CD with GitHub Actions, Jenkins, deployment pipelines, and automation
Master architecture documentation with C4 model, ADRs, diagrams, and technical documentation for clear architecture communication.
Provides API design guidelines for REST, GraphQL, versioning, logging, observability, and architecture patterns. Use when designing APIs, reviewing architecture, implementing microservices, or setting up monitoring.
Production-ready code templates for Kailash SDK including basic workflows, cyclic workflows, custom nodes, MCP servers, and all three test tiers (unit, integration, end-to-end). Use when asking about 'template', 'example code', 'starter code', 'boilerplate', 'scaffold', 'workflow template', 'custom node template', 'MCP server template', 'test template', 'unit test template', 'integration test template', or 'E2E test template'.
Generate comprehensive project structure documentation with intelligent tree representation, meaningful comments, and utility dependency analysis. Use when user asks to document project structure or create architecture overview.
Deployment and Git workflow guides for Kailash applications including Docker deployment, Kubernetes orchestration, and Git workflows. Use when asking about 'deployment', 'Docker deployment', 'Kubernetes deployment', 'containerization', 'K8s', 'Git workflow', 'Git branching', 'CI/CD', 'production deployment', 'Docker compose', or 'container orchestration'.
Provides workflow guidelines for problem-solving, git commits, GitHub issues, PRs, build management, and testing. Use when planning tasks, creating issues, submitting PRs, managing builds, or writing tests.
Inline orchestration workflow for code duplication detection and consolidation with Beads integration. Provides step-by-step phases for reuse-hunter detection, priority-based consolidation with reuse-fixer, and verification cycles.
Analyzes and maps frontend API calls to backend endpoints. Detects missing endpoints, unused endpoints, and integration gaps. Optional: trace complete data flows to database and design tokens. Related: api-contract-validator for detailed type analysis.
Runs Breakdown CLI examples for user-perspective verification. Use when testing Breakdown as a real user would, verifying use cases work correctly, checking environment-related issues, running example scripts (03-22), setting up examples environment, or cleaning up after examples. Keywords: examples, run examples, user test, use case test, setup examples, clean examples, verify breakdown.
Component specification toolkit for breaking software projects into discrete, buildable blocks. Create detailed specifications with interfaces, dependencies, test criteria, and effort estimates for Claude Code to build incrementally.
