Kubernetes

create-python-x402-facilitator

by algorand-devrel

Create Python x402 facilitator services that verify and settle payments on-chain. Use when building a FastAPI-based facilitator, implementing the FacilitatorAvmSigner protocol (sign_transaction, sign_group, simulate_group, send_group, confirm_transaction), registering with register_exact_avm_facilitator, creating multi-network facilitators (EVM+SVM+AVM), or setting up facilitator API endpoints (/verify, /settle, /supported). Strong triggers include "create a Python facilitator", "build a payment facilitator service", "implement FacilitatorAvmSigner", "set up facilitator endpoints", "verify and settle Algorand payments", "fee payer service".

log-analysis

by incidentfox

Partition-first log analysis methodology. Use for log searches, error analysis, pattern finding across Datadog, CloudWatch, or Kubernetes logs.

kubernetes

by williamzujkowski

Kubernetes standards for container orchestration, deployments, services, ingress, ConfigMaps, Secrets, and security policies. Covers production-ready configurations, monitoring, and best practices for cloud-native applications.

model-deployment

by williamzujkowski

Model-Deployment standards for model deployment in Ml Ai environments.

service-mesh

by williamzujkowski

A service mesh is an infrastructure layer that provides transparent service-to-service

investigate

by incidentfox

Systematic incident investigation methodology. Use when investigating production issues, service degradation, errors, latency spikes, or outages.

sre-principles

by incidentfox

Core SRE behavioral principles for incident response. Guides intellectual honesty, evidence-based reasoning, and communication standards.

devops

by Mindrally

Comprehensive DevOps engineering practices for Kubernetes, CI/CD, Bash scripting, Ansible, and cloud infrastructure.

deploying-to-production

by ZhanlinCui

Automate creating a GitHub repository and deploying a web project to Vercel. Use when the user asks to deploy a website/app to production, publish a project, or set up GitHub + Vercel deployment.

Spring Data JPA Implementation

by a-pavithraa

helm-charts

by cosmonic-labs

Expert guidance for authoring and maintaining Helm charts following standardized conventions, global registry support, templating best practices, and Kubernetes deployment patterns.

helm-best-practices

by cosmonic-labs

Expert guidance for authoring and maintaining Helm charts following standardized conventions, global registry support, templating best practices, and Kubernetes deployment patterns.

check-docker-healthcheck

by dykyi-roman

Checks Docker health check configuration for PHP services. Verifies PHP-FPM, Nginx, and dependent service health checks.

ack-resources

by adaptationio

AWS Controllers for Kubernetes (ACK) for Kubernetes-native AWS resource management. Use when managing AWS resources via kubectl, implementing GitOps for infrastructure, creating self-service developer platforms, integrating AWS services with EKS workloads, or adopting existing AWS resources into Kubernetes.

springboot-init

by alffei

Define development specifications for Spring Boot monolithic projects, supporting multiple technology stack configurations.

nist-ai-rmf

by mastepanoski

AI risk assessment using NIST AI RMF 1.0 framework. Evaluate AI systems across 4 core functions (Govern, Map, Measure, Manage) for trustworthy and responsible AI deployment.

vercel

by Dicklesworthstone

"Deploy and manage Vercel projects, domains, environment variables, and serverless functions using the vercel CLI."

aws-troubleshoot

by incidentfox

AWS service troubleshooting patterns. Use for EC2, ECS, Lambda, CloudWatch, RDS issues.

mirrord-ci

by metalbear-co

Help users set up mirrord in CI pipelines for testing against real Kubernetes environments. Use when users want to run end-to-end tests, integration tests, or automated tests in CI using mirrord to connect to staging/shared clusters.

aspnet-minimal-api

by claude-dev-suite

ASP.NET Core Minimal API endpoints, route groups, filters, and typed results. Covers modern .NET 8+ endpoint patterns. USE WHEN: user mentions "Minimal API", "MapGet", "MapPost", "route groups", "endpoint filters", ".NET minimal", "lambda endpoints" DO NOT USE FOR: Controller-based APIs (use aspnet-core), Express.js (use express), FastAPI (use fastapi)

ai-engineer

by tao12345666333

Expert knowledge in AI/ML development, model deployment, and MLOps practices

designing-distributed-systems

by ancoleman

When designing distributed systems for scalability, reliability, and consistency. Covers CAP/PACELC theorems, consistency models (strong, eventual, causal), replication patterns (leader-follower, multi-leader, leaderless), partitioning strategies (hash, range, geographic), transaction patterns (saga, event sourcing, CQRS), resilience patterns (circuit breaker, bulkhead), service discovery, and caching strategies for building fault-tolerant distributed architectures.

load-balancing-patterns

by ancoleman

When distributing traffic across multiple servers or regions, use this skill to select and configure the appropriate load balancing solution (L4/L7, cloud-managed, self-managed, or Kubernetes ingress) with proper health checks and session management.

deploying-on-gcp

by ancoleman

Implement applications using Google Cloud Platform (GCP) services. Use when building on GCP infrastructure, selecting compute/storage/database services, designing data analytics pipelines, implementing ML workflows, or architecting cloud-native applications with BigQuery, Cloud Run, GKE, Vertex AI, and other GCP services.