Use when creating new skills, editing existing skills, or verifying skills work before deployment - applies TDD to process documentation with Shannon quantitative validation by testing with subagents before writing, iterating until bulletproof against rationalization
Design AWS/Azure/GCP infrastructure, implement Terraform IaC, and optimize cloud costs. Handles auto-scaling, multi-region deployments, and serverless architectures. Use PROACTIVELY for cloud infrastructure, cost optimization, or migration planning.
Execute implementation plans one commit at a time. Follow the order from brainstorm, implement, test REAL, commit.
Run the Ralph loop for a multi-iteration deep run in WSL (default 100) using the pt-study-sop worktree.
Use when executing implementation plans with independent tasks in the current session - dispatches fresh subagent for each task with code review between tasks, enabling fast iteration with quality gates
Use when creating new skills, editing existing skills, or verifying skills work before deployment
Vercel 배포, Preview/Production 환경 관리, Edge Functions, 환경 변수 설정, CI/CD 파이프라인 통합 전문 스킬.
Infrastructure as Code with CloudFormation templates and stacks
Harness Code repository workflows, triggers, PR pipelines, branch protection, and GitOps integration for AWS EKS deployments
Monorepo workflows - navigation, cross-package changes, tooling
Manages Agent hierarchy (PO→Manager→Developer). Required for all code modifications except minor fixes. Optimizes performance through parallel execution.
Performs release-level QA checks for JU-DO-KON!, identifying risk, regressions, and readiness gaps.
Use when deploying, managing, or troubleshooting Dokploy instances via the CLI (https://github.com/Dokploy/cli). Triggers: "dokploy deploy", "manage dokploy", "dokploy app", "dokploy database", "push to dokploy", "dokploy CI/CD", "dokploy authentication", "zero-downtime deployment", "dokploy docker-compose", "dokploy environment variables", "dokploy health checks". Provides comprehensive workflows for authentication, project/app/database management, environment variable sync, and production-ready CI/CD patterns with GitHub Actions.
Use when you have a spec or requirements for a multi-step task, before touching code
Avalia quality gates entre fases do SDLC. Verifica artefatos obrigatorios, criterios de qualidade, e aprovacoes necessarias antes de permitir transicao. Use quando: transicao entre fases, verificacao manual de gate, auditoria de qualidade.
Rollback the latest to the previous deployment. Requires authentication. Use for Agentuity cloud platform operations
Execute Phase 5 comprehensive verification before PR. Use when (1) implementation is complete, (2) before creating Pull Request, (3) user requests quality check, (4) pre-commit validation needed, (5) Constitution compliance verification required.
Guides Dockerfile creation and optimization. Use when Dockerfile or Docker Compose is detected. Supports multi-stage builds, cache optimization, security hardening, and image size minimization.
Use when working with Ansible Core 2.19 for automation, configuration management, playbooks, modules, or infrastructure as code
Complete management for Jokers Hockey website - deployment, build checks, database migrations (Drizzle ORM), and PM2 process management. Use for any Jokers site operation.
Use when creating or editing skills, before deployment, to verify they work under pressure and resist rationalization - applies RED-GREEN-REFACTOR cycle to process documentation by running baseline without skill, writing to address failures, iterating to close loopholes
