taiwan-md-knowledge-base
AI-native open knowledge base about Taiwan built with Astro v5, featuring bilingual content (zh-TW/en), D3.js knowledge graph, and structured Markdown SSOT architecture.
AI-native open knowledge base about Taiwan built with Astro v5, featuring bilingual content (zh-TW/en), D3.js knowledge graph, and structured Markdown SSOT architecture.
C++ library for reducing tail latency in RAM reads by hedging across multiple DRAM channels with uncorrelated refresh schedules
Ordo server deployment and configuration guide. Includes HTTP/gRPC configuration, environment variables, Nomad deployment, Docker, monitoring metrics, audit logging, multi-tenancy configuration. Use for production deployment, operations management, monitoring and alerting.
Show MemPalace memory system status — drawer counts, wings, rooms, knowledge graph stats, and embedding model state.
Instructions for modifying the Room caching database in MemosM.
Kubernetes orchestration for container deployment and scaling. Keywords: kubernetes, k8s, deployment, service, pod, 编排
Kubernetes Deployment Creator - Auto-activating skill for DevOps Advanced. Triggers on: kubernetes deployment creator, kubernetes deployment creator Part of the DevOps Advanced skill category.
Kubernetes Ingress Config - Auto-activating skill for DevOps Advanced. Triggers on: kubernetes ingress config, kubernetes ingress config Part of the DevOps Advanced skill category.
Execute use when generating Helm charts for Kubernetes applications. Trigger with phrases like "create Helm chart", "generate chart for app", "package Kubernetes deployment", or "helm template". Produces production-ready charts with Chart.yaml, values.yaml, templates, and best practices for multi-environment deployments.
Kubernetes Secrets Manager - Auto-activating skill for DevOps Advanced. Triggers on: kubernetes secrets manager, kubernetes secrets manager Part of the DevOps Advanced skill category.
Kubernetes Configmap Handler - Auto-activating skill for DevOps Advanced. Triggers on: kubernetes configmap handler, kubernetes configmap handler Part of the DevOps Advanced skill category.
Execute use when managing Kubernetes network policies and firewall rules. Trigger with phrases like "create network policy", "configure firewall rules", "restrict pod communication", or "setup ingress/egress rules". Generates Kubernetes NetworkPolicy manifests following least privilege and zero-trust principles.
Set up a local Kubernetes development loop with CAST AI cost monitoring. Use when building cost-aware deployments, testing autoscaler policies, or iterating on Terraform CAST AI configurations locally. Trigger with phrases like "cast ai dev setup", "cast ai local testing", "develop with cast ai", "cast ai terraform dev".
Maximize Kubernetes cost savings with CAST AI spot strategies and right-sizing. Use when analyzing cloud spend, optimizing spot-to-on-demand ratios, or configuring CAST AI for maximum savings. Trigger with phrases like "cast ai cost", "cast ai savings", "cast ai spot strategy", "reduce kubernetes cost", "cast ai budget".
Docker and Kubernetes patterns. Triggers on: Dockerfile, docker-compose, kubernetes, k8s, helm, pod, deployment, service, ingress, container, image.
RouterOS /container subsystem for running OCI containers on MikroTik devices. Use when: enabling containers on RouterOS, setting up VETH/bridge networking for containers, managing container lifecycle via CLI or REST API, building OCI images for RouterOS, configuring container environment variables, troubleshooting container issues, or when the user mentions RouterOS container, /container, VETH, device-mode container, or MikroTik Docker.
Docker builds, Memory tuning, and Graceful shutdown. Use when containerizing NestJS apps, tuning memory, or implementing graceful shutdown. (triggers: Dockerfile, k8s/**, helm/**, Dockerfile, max-old-space-size, shutdown hooks)
Create, configure, and manage VM templates in Proxmox. Build reusable VM images for rapid deployment of standardized environments, including Kubernetes clusters and managed applications.
Deploy a GPU workload on CoreWeave with kubectl. Use when running your first GPU job, testing inference, or verifying CoreWeave cluster access. Trigger with phrases like "coreweave hello world", "coreweave first deploy", "coreweave gpu test", "run on coreweave".