Expert cloud architect specializing in AWS/Azure/GCP multi-cloud infrastructure design, advanced IaC (Terraform/OpenTofu/CDK), FinOps cost optimization, and modern architectural patterns. Masters serverless, microservices, security, compliance, and disaster recovery. Use PROACTIVELY for cloud architecture, cost optimization, migration planning, or multi-cloud strategies.

Mandatory skills, conventions, and behavioral rules for Avalonia UI development using the Zafiro toolkit.

Optimize end-to-end application performance with profiling, observability, and backend/frontend tuning. Use when coordinating performance optimization across the stack.

Main application building orchestrator.

Comprehensive GitHub code review with AI-powered swarm coordination

Master modern business analysis with AI-powered analytics, real-time dashboards, and data-driven insights. Build comprehensive KPI frameworks, predictive models, and strategic recommendations.

Agent skill for v3-integration-architect - invoke with $agent-v3-integration-architect

Agent skill for agent - invoke with $agent-agent

Agent skill for agent - invoke with $agent-agent

Agent skill for v3-integration-architect - invoke with $agent-v3-integration-architect

Automatically organizes invoices and receipts for tax preparation by reading messy files, extracting key information, renaming them consistently, and sorting them into logical folders. Turns hours of manual bookkeeping into minutes of automated organization.

Multi-AI research using available external providers (Double Diamond Discover phase)

Create beautiful data visualizations with mathematical elegance, color theory, and narrative design - the "Data is Beautiful" aesthetic.

Rule-based compliance checking — find problems, ensure minimum quality. Pair with `x rule` for the shell workflow; see rule-vs-score.md for when to use rule vs score.

A sample skill for demonstration

MCP-owned Ralph loop around background evolve_step jobs

extensions — 5 abstractions.