Azure Data Explorer data can be hard to inspect without the right KQL structure and schema context. This skill helps Claude, Codex, and Claude Code build focused KQL queries, explore schemas, and troubleshoot ADX results.

AKS planning requires early decisions that are difficult and costly to change. This skill structures those decisions and assesses workloads for secure, reliable migration.

Teams need repeatable guidance for hosting Copilot SDK apps on Azure. This skill routes greenfield, existing app, and Azure model workflows.

Complex Azure environments require coordinated decisions across networking, identity, security, reliability, and cost. This skill creates an approved plan and validated infrastructure code.

Azure production incidents can span services, logs, metrics, credentials, and network paths. This skill guides structured triage with Azure Monitor, AppLens, KQL, CLI, and service-specific checks.

Azure deployments can fail when prerequisites, identities, or environment settings are incomplete. This skill executes validated deployments with checks, recovery guidance, and verification.

Azure cost reviews often miss orphaned resources and real utilization data. This skill guides Claude, Codex, or Claude Code through cost queries, metrics, pricing checks, and reports.

Azure spending can be difficult to explain and control. This skill queries costs, forecasts spending, and produces evidence-based optimization recommendations.

Azure compute decisions and deployment workflows can be complex and risky. This skill guides VM selection, validation, provisioning, capacity reservations, management enrollment, and connectivity troubleshooting.

Azure teams need a consistent way to identify compliance gaps and expiring Key Vault assets. This skill runs scoped assessments and produces prioritized remediation guidance.

Cloud migrations require careful service mapping, code changes, and deployment planning. This skill guides assessment and migration work for Azure Functions, App Service, and Container Apps.

AI teams need consistent controls for models, tools, and agents. This skill guides Azure API Management configuration for security, cost control, routing, and diagnostics.

Azure AI developers must choose services, authentication methods, and SDK patterns across a broad platform. This skill provides concise guidance for secure implementation and common workflows.

Application teams need consistent telemetry setup across languages and Azure hosting services. This skill provides targeted SDK, infrastructure, environment, and query guidance for Application Insights.

AI Runway setup requires coordinated cluster, GPU, provider, and model checks. This skill guides each AKS stage with confirmation before installation or deployment.

Teams need repeatable patterns for building Agent Framework apps without missing server and debug setup. This skill guides Claude Code, Codex, and Claude through scaffolding agents, workflows, dependencies, and VS Code launch files.

Teams need a direct way to share AI coding updates in DingTalk. This skill sends messages, listens for group mentions, and returns AI responses to the same chat.

TypeScript changes can lose safety when teams use broad types, casts, or unclear models. This skill guides Claude, Codex, and Claude Code toward Metabase-specific typing patterns and verification steps.

TypeScript reviews can miss project rules, accessibility issues, and performance regressions. This skill applies Metabase standards and prioritizes actionable findings.

Technical documentation often becomes formal, vague, or difficult to scan. This skill helps Claude, Codex, and Claude Code write clear Metabase documentation with focused steps.