liauw-media
@liauw-media
Public Skills
Autonomous Development
by liauw-media
/mentor - Architecture review gate
ansible-automation
by liauw-media
"Configuration management with Ansible. Use when automating server setup, application deployment, orchestrating multi-server tasks, or managing infrastructure configuration."
gitops-workflows
by liauw-media
"GitOps deployment patterns with ArgoCD and Flux. Use when implementing Git-based infrastructure management, continuous deployment, or declarative operations."
policy-as-code
by liauw-media
"Policy as Code with OPA, Kyverno, and Checkov. Use when implementing governance, compliance automation, or security policies for infrastructure and Kubernetes."
kubernetes-orchestration
by liauw-media
"Kubernetes container orchestration. Use when deploying to Kubernetes, writing manifests, configuring Helm charts, or troubleshooting cluster issues."
cloud-monitoring
by liauw-media
"Cloud monitoring with Prometheus, Grafana, and cloud-native tools. Use when setting up metrics, alerts, dashboards, or troubleshooting performance issues."
cost-optimization
by liauw-media
"Cloud cost optimization and FinOps practices. Use when analyzing cloud costs, implementing savings strategies, or optimizing resource usage."
aws-architecture
by liauw-media
"AWS cloud architecture patterns and best practices. Use when designing, deploying, or reviewing AWS infrastructure including EC2, ECS, EKS, Lambda, RDS, S3, IAM, and VPC."
docker-containers
by liauw-media
"Docker containerization best practices. Use when building Docker images, writing Dockerfiles, configuring Docker Compose, or troubleshooting container issues."
gcp-architecture
by liauw-media
"Google Cloud Platform architecture patterns and best practices. Use when designing, deploying, or reviewing GCP infrastructure including GKE, Cloud Run, Cloud Functions, BigQuery, and IAM."
terraform-iac
by liauw-media
"Infrastructure as Code with Terraform. Use when provisioning cloud resources, managing state, creating modules, or reviewing Terraform configurations."
azure-architecture
by liauw-media
"Microsoft Azure architecture patterns and best practices. Use when designing, deploying, or reviewing Azure infrastructure including AKS, App Service, Functions, CosmosDB, and Entra ID."
alibaba-cloud-architecture
by liauw-media
"Alibaba Cloud architecture patterns and best practices. Use when designing, deploying, or reviewing infrastructure on Alibaba Cloud including ECS, ACK, Function Compute, and OSS."
vercel-deployment
by liauw-media
"Vercel deployment patterns and best practices. Use when deploying frontend applications, configuring edge functions, setting up preview deployments, or optimizing Next.js applications."
llm-integration
by liauw-media
"Use when integrating LLM APIs into applications. Covers API patterns, prompt templates, streaming, error handling, cost optimization, and provider abstraction. Apply when building chat interfaces, completion endpoints, or AI-powered features."
agentic-design
by liauw-media
"Use when building AI agent systems. Covers agent loops, tool calling, planning patterns, memory systems, multi-agent coordination, and safety guardrails. Apply when creating autonomous AI workflows, coding assistants, or task automation systems."
persistent-memory
by liauw-media
"Use when working on long-running projects or needing context across sessions. Covers memory architecture, privacy controls, efficient retrieval, and integration with claude-mem plugin. Apply when building features that span multiple sessions or need historical context."
rag-architecture
by liauw-media
"Use when building retrieval-augmented generation systems. Covers chunking strategies, embedding models, vector databases, retrieval patterns, and hybrid search. Apply when adding knowledge bases, document Q&A, or semantic search to applications."
branch-discipline
by liauw-media
"Enforce one branch per issue, small focused commits, and clean git history. Use with /branch command."
system-architect
by liauw-media
"Use when performing security audits or system hardening. Teaches security assessment principles and prioritization."
ci-templates
by liauw-media
"Use when setting up CI/CD pipelines. Teaches pipeline design principles and references platform-specific templates."
Resource Limiting Skill
by liauw-media
defense-in-depth - Multiple safety layers
using-skills
by liauw-media
"Check for relevant skills before starting any task"
database-backup
by liauw-media
"Backup database before tests, migrations, or other database operations"