AI Skills Registry

Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring

Generate onboarding documentation — what this project does, how to set up locally, where things live, key decisions, how to deploy. Written

Azure Identity SDK for .NET. Authentication library for Azure SDK clients using Microsoft Entra ID. Use for DefaultAzureCredential, managed

Publish oh-my-opencode to npm via GitHub Actions workflow. Argument: <patch|minor|major>. Triggers: publish, release, deploy, npm publish.

Deploy CCA (Continuous Clearing Auction) smart contracts using the Factory pattern. Use when user says "deploy auction", "deploy cca", "fact

Expert blueprint for Battle Royale games including shrinking zone/storm mechanics (phase-based, damage scaling), large-scale networking (rel

Provides comprehensive guidance for Ansible automation including playbooks, roles, inventory, and module usage. Use when the user asks about

Systematic debugging methodology with 4-phase process, root cause tracing, and elite observability standards. No fixes without investigation

Build production-grade Azure Cosmos DB NoSQL services following clean code, security best practices, and TDD principles.

Expert MLOps engineering covering model deployment, ML pipelines, model monitoring, feature stores, and infrastructure automation. Use when

Azure AI Transcription SDK for Python. Use for real-time and batch speech-to-text transcription with timestamps and diarization.

Assess and migrate cross-cloud workloads to Azure with reports and code conversion. Supports Lambda→Functions, Beanstalk/Heroku/App Engine→A

Implement distributed tracing with correlation IDs, trace propagation, and span tracking across microservices. Use when debugging distribute

Azure Verified Modules (AVM) requirements and best practices for developing certified Azure Terraform modules. Use when creating or reviewin

Build production-ready systems with stability patterns: circuit breakers, bulkheads, timeouts, and retry logic. Use when the user mentions "

Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when de

Helps create, configure, and deploy Azure Static Web Apps using the SWA CLI. Use when deploying static sites to Azure, setting up SWA local

Review Docker and container security audit patterns. Use for auditing secrets in layers, port exposure, and non-root users. Use proactively

Observability guidelines for distributed systems using OpenTelemetry, tracing, metrics, and structured logging

Investigate a Datadog product usage or cost spike by correlating Usage Metering data (when/what spiked) with Audit Trail config changes (who

Google Cloud Platform (GCP) development best practices for Cloud Functions, Cloud Run, Firestore, BigQuery, and Infrastructure as Code.

Azure AI Document Intelligence SDK for .NET. Extract text, tables, and structured data from documents using prebuilt and custom models.