Debug performance issues and understand code flow using AILANG telemetry traces. Use when user asks to debug slow compilation, analyze benchmarks, find bottlenecks, investigate hangs, or understand system behavior.
KISS operations skill for Outline VPN on VPS (install, key lifecycle, status, limits).
Initialize Remember Second Brain structure and configuration
Secret management patterns for the Kubernetes homelab platform. Covers secret-generator, ExternalSecret, app-secrets Terragrunt module, and cross-namespace replication via kubernetes-replicator. Use when: (1) Adding secrets for a new application, (2) Deciding between secret-generator and ExternalSecret, (3) Configuring cross-namespace secret replication, (4) Creating persistent secrets via the app-secrets Terragrunt module, (5) Debugging secret sync failures. Triggers: "secret", "ExternalSecret", "secret-generator", "aws ssm", "parameter store", "kubernetes-replicator", "replicate secret", "app-secrets", "persistent secret", "cross-namespace secret", "secret not syncing", "ClusterSecretStore"
Query Loki API for cluster logs and debugging. Use when searching logs for errors or patterns, investigating pod or service issues, querying Kubernetes events, debugging Flux reconciliation, or running LogQL queries. Triggers: "check logs", "search logs", "query loki", "logql", "tail logs", "kubernetes events", "log errors", "find in logs", "debug logs"
Upload images to img402.dev and get a public URL. Free tier: 1MB max, 7-day retention, no auth. Use when the agent needs a hosted image URL — for sharing in messages, embedding in documents, posting to social platforms, or any context that requires a public link to an image file.
Open-world and environment specialist - Masters UE5 World Partition, Landscape, procedural foliage, HLOD, and large-scale level streaming for seamless open-world experiences
Production-grade Kubernetes manifests and debugging for containerized applications. This skill should be used when users ask to deploy to Kubernetes, create K8s manifests, containerize for K8s, set up Deployments/Services/Jobs/StatefulSets/CronJobs, create namespaces with resource quotas, set up multi-team isolation, configure ResourceQuota/ LimitRange, secure with RBAC (ServiceAccount, Role, RoleBinding), configure init containers (model download, db wait, migrations), set up sidecars (logging, metrics), or debug pods (CrashLoopBackOff, logs, exec, describe, events). Auto-detects from Dockerfile/code, generates hardened manifests with educational comments. CKAD-aligned.
Merge two workspace.json commits, resolving merge conflicts while preserving element coordinates
Production-grade Helm 4 chart development, release management, and debugging. This skill should be used when users ask to create Helm charts, deploy with Helm, manage releases (install/upgrade/rollback), push charts to OCI registries, debug failed deployments, configure chart dependencies, create umbrella charts, set up GitOps with ArgoCD/Flux, or troubleshoot Helm issues. Auto-detects from Dockerfile/code, generates production-hardened charts with library patterns. Complements kubernetes skill.
End-to-end application deployment orchestration for the Kubernetes homelab. Covers research, worktree setup, Flux ResourceSet configuration, dev cluster testing, monitoring integration, and PR creation. Use when: (1) Deploying a new application to the cluster, (2) Adding a new Helm release to the platform, (3) Setting up monitoring, alerting, and health checks for a new service, (4) Testing deployment on dev cluster before GitOps promotion. Triggers: "deploy app", "add new application", "deploy to kubernetes", "install helm chart", "/deploy-app", "set up new service", "add monitoring for", "deploy with monitoring"
Apache Kafka on Kubernetes with Strimzi (KRaft mode, no ZooKeeper). This skill should be used when users ask to deploy Kafka clusters, build producers/consumers, implement event-driven patterns, or debug Kafka issues. Includes tested manifests and Makefile for one-command deployment.
Kubernetes operational knowledge for accessing clusters, running kubectl, understanding Flux status, and navigating the homelab Kubernetes environment. Use when: (1) Accessing a cluster or checking connectivity, (2) Running kubectl commands or checking resource status, (3) Checking Flux reconciliation status or triggering reconciliation, (4) Finding internal service URLs, (5) Understanding cluster layout or resource types, (6) Researching unfamiliar Helm charts or services. Triggers: "kubectl", "kubeconfig", "flux get", "flux reconcile", "flux status", "cluster access", "internal URL", "service URL", "prometheus URL", "grafana URL", "helm release status", "check flux", "which cluster", "how to access", "port-forward"
MLX Swift LM - Run LLMs and VLMs on Apple Silicon using MLX. Covers local inference, streaming, wired memory coordination, tool calling, LoRA fine-tuning, embeddings, and model porting.
Author Grafana dashboards with MCP-driven metric discovery, visual iteration via the image renderer, and consistent layout conventions extracted from existing dashboards. Use when: (1) Creating new Grafana dashboards, (2) Modifying existing dashboard JSON, (3) Adding panels or sections to dashboards, (4) Choosing metrics and PromQL for panels, (5) Debugging blank or broken dashboard panels, (6) Laying out dashboard grids. Triggers: "grafana dashboard", "create dashboard", "add panel", "dashboard layout", "grafana json", "dashboard ConfigMap", "new dashboard", "visualize metrics"
Install the Copilot CLI Telegram Bridge extension. Copies extension.mjs into the Copilot extensions directory.
Generate exhaustively complete and accurate Datadog Software Catalog entity YAML files (v3 schema) by examining project source code and interviewing engineers. Use when engineers need to create or update entity.datadog.yaml files for services, datastores, queues, APIs, or systems. Triggers include: "create entity yaml", "generate service catalog entry", "document this project in datadog", "create service definition", "add to software catalog", or any request involving Datadog entity/service documentation. Supports all v3 entity kinds: service, datastore, queue, api, system. Fetches existing Datadog data via API. Validates against official JSON schema. Merges with existing definitions. Outputs to .datadog/ directory.
Use for Docker with Bun, Dockerfiles, oven/bun image, containerization, and deployments.
Automated security scanning for dependencies, code, containers with Trivy, Snyk, npm audit. Use for CI/CD security gates, pre-deployment audits, compliance requirements, or encountering CVE detection, outdated packages, license compliance, SBOM generation errors.
Configures GenericHost and Dependency Injection in AvaloniaUI applications. Use when setting up DI container, registering services, or implementing IoC patterns in AvaloniaUI projects.
Finds the true merge-base/fork-point of a git branch, detecting history rewrites from rebases and squashes. Handles unknown parent branches. Triggers on keywords: find fork, merge-base, branch fork point, where did branch start, git fork, branch origin
Manages GitHub assets branch for persistent image hosting in PRs. Creates orphan branch, uploads files, generates raw URLs. Bypasses transient CDN tokens. Triggers on keywords: assets branch, upload screenshots, pr images, persistent images, github assets
Rewrites git history safely with dry-run-first workflow. Supports commit amending, squashing, rewording, tag updates, and force pushing. Always proposes plan before execution. Triggers on keywords: rewrite history, squash commits, amend commit, fix commit, update tags, rebase history, clean history, fix tag
