4-layer memory recall system. Layer 1 (identity) always loaded, Layer 2 (critical facts) per-project, Layer 3 (room recall) on-demand, Layer 4 (deep search) when needed. Progressive context loading for token efficiency.
Run the local maintainer release flow for this Changesets-based pnpm monorepo.
Configure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or implementing distributed caching.
Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, packaging Kubernetes applications, or implementing templated deployments.
Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when generating Kubernetes YAML manifests, creating K8s resources, or implementing production-grade Kubernetes configurations.
Docker containerization expert with deep knowledge of multi-stage builds, image optimization, container security, Docker Compose orchestration, and production deployment patterns. Use PROACTIVELY for Dockerfile optimization, container issues, image size problems, security hardening, networking, and orchestration challenges.
Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernetes clusters, implementing network isolation, or enforcing pod security standards.
Local text-to-speech via sherpa-onnx (offline, no cloud)
Create 3D network topology visualizations in Blender from CDP/LLDP neighbor data
VMware ESXi host operations via pyATS โ VM inventory, snapshot management, hypervisor inspection across ESXi hosts in the testbed. Use when listing VMs on ESXi, checking snapshot age, auditing VMware inventory, or verifying pre-change snapshots exist.
Build the Slurm compute node container image via CodeBuild or local Docker, generate SSH keys, and render Helm values using setup.sh
ๆๅทฒ็ปๅจ Markdown ไธญ้ดๅฑๆถๆ็ไธญๆๆฏไธ่ฎบๆๅ ๅฎนๅๅๅฐ `chapters/*.tex` ไธ็ธๅ ณไบคไปๅฑๆไปถ๏ผไฟๆ็ปๆใๅพ่กจใๅ ฌๅผใไบคๅๅผ็จไธ็ซ ่ๆฟๆฅไธ่ดใ **Trigger**: tex ๅๅ, thesis tex writeback, md ๅ tex, ็ซ ่ๅๅ, ่ฎบๆไบคไปๅฑๅๆญฅ. **Use when**: ็ซ ่ไธป็บฟใๆฏ่ฏญใ็ฌฆๅทๅๅพ่กจ่ฎกๅๅทฒ็ปๅจ Markdown ๅฑๅบๆฌ็จณๅฎ๏ผ้่ฆ่ฟๅ ฅ TeX ไบคไปๅฑใ **Skip if**: ็ปๆ่ฟๆฒก็จณๅฎ๏ผๆ่ ไปๅจ็ซ ็บง้ๆ้ถๆฎตใ **Network**: none. **Guardrail**: ไธๅจ่ฟ้้ๆฐๅๆ็ปๆ๏ผไผๅ ๆ็ปๆ้ฎ้ขๅๅฐ Markdown ๅฑๅค็๏ผTeX ๅฑ่ด่ดฃไบคไป่้้ๆฐๆ่ใ
Hedge a spot holding with a short futures position to lock in value.
Containerize NestJS apps with multi-stage Docker builds, tune Node.js memory, and implement graceful shutdown hooks. Use when writing Dockerfiles, configuring K8s deployments, or adding shutdown hooks for NestJS. (triggers: Dockerfile, k8s/**, helm/**, max-old-space-size, shutdown hooks)
Use when applying an overlay file to a spec
ๅจ TabooLib ไธญ๏ผๅฎไนๅ้ช่ฏๅคๆนๅ็ปๆ๏ผMultiblock๏ผใ (project)
Use when managing Alibaba Cloud ESA โ deploy HTML/static sites via Pages, manage Edge Routines (ER) for serverless edge functions, use Edge KV for distributed key-value storage, configure Origin Rules for CDN proxy and origin routing, handle site management, DNS records, cache rules, and query traffic analytics via OpenAPI/SDK. Use when working with ESA, edge deployment, edge functions, Pages, ER, KV storage, DNS, cache, origin rules, CDN proxy, site configuration, traffic analytics, bandwidth trends, or top-N rankings.
Configures health check endpoints for Kubernetes readiness/liveness/startup probes. Use when deploying to Kubernetes.
Guidance for developing the Ark Kubernetes operator. Use when modifying Go types, CRDs, controllers, or webhooks. Helps with CRD generation and Helm chart sync issues.
Regenerate and debug types across the ARK stack (SDK, API, Dashboard). Use when fixing TypeScript type errors in ark-dashboard, updating types after CRD changes, regenerating types.ts from OpenAPI spec, debugging "Property does not exist on type" schema errors, or adding custom SDK functionality via overlays. Covers the full type pipeline from Kubernetes CRDs to TypeScript.
Lucas runbook-driven troubleshooting for Kubernetes issues. Use when investigating pod errors, crashes, restarts, or any Kubernetes problem. Automatically search runbooks before taking action.
This skill should be used when containerizing applications with Docker, creating Dockerfiles, docker-compose configurations, or deploying containers to various platforms. Ideal for Next.js, React, Node.js applications requiring containerization for development, production, or CI/CD pipelines. Use this skill when users need Docker configurations, multi-stage builds, container orchestration, or deployment to Kubernetes, ECS, Cloud Run, etc.
Deployment patterns from Kubernetes to serverless and edge functions. Use when deploying applications, setting up CI/CD, or managing infrastructure. Covers Kubernetes (Helm, ArgoCD), serverless (Vercel, Lambda), edge (Cloudflare Workers, Deno), IaC (Pulumi, OpenTofu, SST), and GitOps patterns.
