Operate a Kube-DC Managed Cluster: download its external kubeconfig, scale or autoscale worker pools, perform supported upgrades, and…
Generate MCP environment definition for MCPSmith with Docker and Node.js verification
Process the Refinery merge queue - collect agent work, detect and resolve conflicts, merge in dependency order, and verify integration.
Advanced GitHub Actions workflow automation with AI swarm coordination, intelligent CI/CD pipelines, and comprehensive repository management
The M365 subscription → SKU → service-plan model, seat availability versus consumption, assigning and removing licenses through Graph, the…
Look up Microsoft API references, find working code samples, and verify SDK code is correct.
Use Microsoft Fabric CLI (fab) to manage workspaces, semantic models, reports, notebooks, lakehouses, and other Fabric resources via…
Meta-skill for querying Microsoft Learn MCP server to resolve Azure architecture questions and validate configurations against official…
Expert knowledge for Azure Virtual Desktop development including troubleshooting, best practices, decision making, architecture & design…
Optimize Vast.ai costs through tier selection, sampling, and usage monitoring.
Migration workflow - research → analyze → plan → implement → review
Migrate Terraform/OpenTofu projects to Pulumi, including translating HCL source code and/or importing Terraform state into a Pulumi stack.
Structured workflow for infrastructure migration planning including cloud migrations, technology upgrades, and data center transitions.
Supabase specialist covering PostgreSQL 16, pgvector, RLS, real-time subscriptions, and Edge Functions.
Organizes and automates complex polyglot build pipelines using a standardized, modular Taskfile architecture.
Use when authoring or modifying MPS Build Language scripts (`BuildProject` roots) — the declarative DSL that generates Ant `build.xml` to…
Multi-language Workers development with Rust, Python, and WebAssembly.
Assess and improve cloud portability — identify lock-in, prioritize abstraction, and design migration paths.
Survey existing cloud architecture for lock-in depth and portability gaps.
Web app MVP launch checklist knowledge. Auto-triggered when conversation involves "launch readiness", "MVP checklist", "production ready"…
Migrate a .NET 8 project to .NET 9 and resolve all breaking changes.