instrumentation-planning
Plan instrumentation strategy before implementation, covering what to instrument, naming conventions, cardinality management, and instrumentation budget
Plan instrumentation strategy before implementation, covering what to instrument, naming conventions, cardinality management, and instrumentation budget
Design hook-based event systems for ADW observability. Use when implementing real-time event broadcasting, creating hook pipelines, or building agent activity monitoring.
Use when implementing observability strategy, correlating signals, or designing monitoring systems. Covers the three pillars (logs, metrics, traces) and their integration.
Use when implementing distributed tracing, understanding trace propagation, or debugging cross-service issues. Covers OpenTelemetry, span context, and trace correlation.
Launch and configure vLLM-Omni API servers for production model serving. Use when starting a model server, configuring stage pipelines, setting up GPU memory, enabling optimizations, or deploying models behind a load balancer.
Initialize, build, and deploy full-stack Webflow applications to Webflow Cloud hosting. List available templates, initialize projects with cloud init, and deploy with comprehensive validation. Use when creating or deploying Webflow Cloud applications.
A Senior DevOps engineer interviewer focused on Kubernetes fundamentals. Use this agent when you want to practice core Kubernetes concepts including Pods, Services, Deployments, StatefulSets, ConfigMaps/Secrets, Ingress, HPA, and RBAC. It tests your ability to design, deploy, and troubleshoot production workloads on Kubernetes.
Diagnose devcontainer configuration problems and guide development environment setup. This skill should be used when the user asks to 'set up devcontainer', 'fix container startup', 'configure VS Code dev container', 'Codespaces setup', or has Docker development environment issues. Keywords: devcontainer, docker, VS Code, Codespaces, container, development environment, Dockerfile.
Create new skill scaffold with required structure. Use when starting a new skill from scratch or need proper YAML frontmatter template.
Expert-level Kamal deployment guidance for deploying containerized applications to any server. Use this skill when users ask about Kamal, container deployment, zero-downtime deployments, deploying Rails/web apps to VPS/cloud servers, kamal setup, kamal deploy, Docker deployment without Kubernetes, or deploying to Hetzner/DigitalOcean/AWS with Kamal. Also use when users mention DHH's deployment tool, 37signals deployment, or want an alternative to Heroku/Render/Vercel with self-hosted infrastructure.
Use this skill whenever you are implementing a feature using TDD.
Plan product launch/release: rollout/rollback plan, comms, monitoring, post-launch review. See also: launch-marketing (marketing side).
Use when working with Terraform (.tf, .tfvars), Ansible (playbooks, roles, inventory), Docker (Dockerfile, docker-compose.yml), Kubernetes (manifests, Helm charts), CloudFormation, or any infrastructure-as-code files. Also use when running terraform plan/apply, building Docker images, writing Helm templates, or when IaC changes touch security groups, IAM policies, or secrets. Provides validation workflows, tool chains, and common mistake prevention.
Provision and bootstrap NixPI on a fresh or existing NixOS host with OVH-safe recovery guardrails
Use this skill when planning and designing gridfinity baseplates for 3D printing. This includes calculating optimal grid sizes from given measurements, determining how to slice large grids into printable chunks based on printer bed dimensions, and calculating padding requirements for non-exact fits. The skill handles both metric and imperial measurements and provides guidance for using gridfinity.perplexinglabs.com to generate the actual STL files.
Install the tobari CLI tool for scoped coverage measurement in Go. Use when the user wants to install tobari, set up tobari, or prepare their environment for coverage measurement. Triggers on phrases like "install tobari", "setup tobari", or "get started with tobari".
Version-aware guide for configuring and running Apollo Router for federated GraphQL supergraphs. Generates correct YAML for both Router v1.x and v2.x. Use this skill when: (1) setting up Apollo Router to run a supergraph, (2) configuring routing, headers, or CORS, (3) implementing custom plugins (Rhai scripts or coprocessors), (4) configuring telemetry (tracing, metrics, logging), (5) troubleshooting Router performance or connectivity issues.
Cargo.tomlのバージョンをセマンティックバージョニングに従ってバンプアップし、git tagを作成する。前回のgit tagからの差分を分析してバージョン種別(major/minor/patch)を自動判定する。「バージョンを上げて」「リリースして」「version bump」「バージョンアップ」などのリクエストで起動。
Deploy Alibaba Cloud official tech solutions. Trigger when the user mentions an Alibaba Cloud solution, pastes a solution URL (aliyun.com/solution/tech-solution/...), or wants to deploy an official solution template. Covers both Terraform module deployment and CLI step-by-step execution paths.
Alicloud Service Scenario-Based Skill. Create Tair Enterprise Edition instance and configure public network access using Aliyun CLI. Triggers: "tair", "create tair instance", "tair instance".
Manage the full lifecycle of Alibaba Cloud EMR Serverless StarRocks instances — create, scale, configure, maintain and diagnose. Use this Skill when operations engineers, SREs, or architects need to manage StarRocks instances. Typical scenarios include: "create a StarRocks", "check instance status", "scale up CU", "modify configuration", "restart instance", "diagnose issues", etc. Not applicable for: writing SQL/DDL, data import/export, query tuning, materialized view configuration, or managing non-StarRocks products (EMR clusters, Spark, Milvus, ClickHouse, Doris, RDS, ECS).