AI Skills Registry

Architect and provision enterprise Azure infrastructure from workload descriptions. For cloud architects and platform engineers planning net

Comprehensive GitHub release orchestration with AI swarm coordination for automated versioning, testing, deployment, and rollback management

Serverless GPU cloud platform for running ML workloads. Use when you need on-demand GPU access without infrastructure management, deploying

Email has the highest ROI of any marketing channel. $36 for every $1 spent. Yet most startups treat it as an afterthought - bulk blasts, no

Deployment automation skill for CI/CD pipelines

Deploy production recommendation systems with feature stores, caching, A/B testing. Use for personalization APIs, low latency serving, or en

Import existing Azure resources into Terraform using Azure CLI discovery and Azure Verified Modules (AVM). Use when asked to reverse-enginee

Scan the portfolio for the highest-leverage AI opportunities and rank where to deploy operating-partner time. Ingests quarterly updates and

Setup and initialization guide for developing AWS CDK (Cloud Development Kit) applications in Python. This skill enables users to configure

Provides AWS CloudFormation patterns for CloudWatch monitoring, metrics, alarms, dashboards, logs, and observability. Use when creating Clou

Azure API Management SDK for Python. Use for managing APIM services, APIs, products, subscriptions, and policies.

Comprehensive guide for working with HashiCorp Terraform Stacks. Use when creating, modifying, or validating Terraform Stack configurations

Infrastructure reconnaissance — inventory all cloud resources, map connections, flag risks. Use when asked to "inventory our infra", "what i

Use when a user wants to deploy ClickHouse to the cloud, go to production, use ClickHouse Cloud, host a managed ClickHouse service, or migra

This skill should be used when the user asks to "analyze a Dockerfile", "optimize Docker layers", "validate docker-compose", "check containe

Go backend development best practices for microservices with clean architecture, observability, and production-ready patterns

Implement Convex deployment workflows, environments, and CI/CD configuration. Use for dev/prod/preview deployments, deploy keys, local deplo

Helps users find the right Azure RBAC role for an identity with least privilege access, then generate CLI commands and Bicep code to assign

Enables a multi-region AWS CloudTrail trail with S3 log storage, CloudWatch Logs integration, and CloudWatch Logs Insights queries for secur

Monitoring guidelines for applications and infrastructure including metrics collection, alerting strategies, and SLO-based monitoring

Generates comprehensive operational runbooks for any system or process. Reads codebase, infrastructure config, and deployment scripts to pro

You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implem