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 — 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
把已经在 Markdown 中间层收敛的中文毕业论文内容回写到 `chapters/*.tex` 与相关交付层文件，保持结构、图表、公式、交叉引用与章节承接一致。 **Trigger**: tex 回写, thesis tex writeback, md 回 tex, 章节回写, 论文交付层同步. **Use when**: 章节主线、术语、符号和图表计划已经在 Markdown 层基本稳定，需要进入 TeX 交付层。 **Skip if**: 结构还没稳定，或者仍在章级重构阶段。 **Network**: none. **Guardrail**: 不在这里重新发明结构；优先把结构问题回到 Markdown 层处理；TeX 层负责交付而非重新思考。
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
Use when managing Alibaba Cloud ESA — 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.
