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Deterministic procedure to watch an ARM deployment, evaluate a health gate, and automatically cancel + redeploy the last-known-good template on breach.

Deterministic procedure to find tag-non-compliant Azure resources, emit a fixed-format report, and (on explicit authorisation) deploy ARM patches to apply missing tags.

Deterministic procedure to inspect an ARM template, cross-reference affected resources via ARG, categorize each change, flag policy violations and dependency fan-out, and emit a fixed-format risk report.

Deterministic procedure to surface top cost-driving resources by querying ARG for new/resized resources in a time window, joined with owner tags, and emit a fixed-format markdown report.

Deterministic procedure to provision, monitor, and cancel pre-approved ARM golden-path template deployments with naming guardrails, tag enforcement, and compliance checks.

Deterministic procedure to compare a checked-in ARM template with live Azure state and emit a property-level drift report in markdown + JSON patch (RFC 6902) format.

Deterministic procedure to answer blast-radius questions during incidents using ARG change feed, in-flight deployments, and RBAC audit — with a cancel path for running deployments.

Deterministic procedure to simulate the compliance impact of a draft Azure Policy definition by translating its if-block into ARG queries and counting would-be non-compliant resources.

Azure Cosmos DB incident response agent. Quickly identify and diagnose issues in Cosmos DB accounts including throughput, latency, partitioning, and availability.

Azure App Services incident response agent. Quickly identify and diagnose issues in Web Apps, Function Apps, and App Service Plans.

Generates strategic weekly or monthly reports for your manager by analyzing meetings, transcripts, and work activities - filtering for boss-worthy strategic impact items only. Use '/snapshot weekly' or '/snapshot monthly'.

AKS incident response agent. Quickly identify and diagnose issues in Azure Kubernetes Service clusters.

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

Scaffolds an Express.js microservice with JSON file storage, JWT auth, and audit logging. It creates data files, route handlers, server wiring, and tests following a consistent factory function pattern.

Complete end-to-end workflow for planning and generating Playwright tests. Uses specialized agents to create comprehensive test plans from requirements and generate robust test code from plans. Ideal for teams implementing systematic test automation.