grafana-tempo-query
Query and explore distributed traces in Grafana Tempo. Use when a user asks to pull tracing data for analysis.
Query and explore distributed traces in Grafana Tempo. Use when a user asks to pull tracing data for analysis.
Production log analysis and diagnostics skill. Use this skill when asked to: - Fetch logs from a monitoring API - Analyze log patterns and errors - Diagnose production issues - Generate log summaries and statistics
Expert skill for debugging Keboola Python components. Use when a component is failing, a job returned an error, or behavior is unexpected. Uses whatever tools are available — Keboola MCP for job/config inspection, Datadog for logs, Linear/Jira for issue context, Slack for incident history, and local Bash for reproducing issues. Invoke for "failing job", "exit code 2", "component throwing an error", "why is my component not working".
Provides comprehensive DevOps guidance including CI/CD pipeline design, infrastructure as code (Terraform, CloudFormation, Bicep), container orchestration (Docker, Kubernetes), deployment strategies (blue-green, canary, rolling), monitoring and observability, configuration management (Ansible, Chef, Puppet), and cloud platform automation (AWS, GCP, Azure). Produces deployment scripts, pipeline configurations, infrastructure code, and operational procedures. Use when designing CI/CD pipelines, automating infrastructure, containerizing applications, setting up monitoring, implementing deployment strategies, managing configurations, or when users mention DevOps, CI/CD, infrastructure automation, Kubernetes, Docker, Terraform, deployment, monitoring, or cloud operations.
Infrastructure as Code best practices for Terraform, Docker, Ansible, and CloudFormation. Covers secure-by-default configurations, multi-stage builds, state management, and modular patterns. Use when working with .tf, Dockerfile, docker-compose.yml, .yaml/.yml Ansible files, CloudFormation templates, or when asking about IaC, containers, or infrastructure automation.
Implements tasks from .plans/ directories by following implementation guidance, writing code and tests, and updating task status. Use when task file is in implementation/ directory and requires code implementation with comprehensive testing. Launches research agents when stuck.
Use when completing tasks, implementing major features, or before merging to verify work meets requirements - dispatches superpowers:code-reviewer subagent to review implementation against plan or requirements before proceeding
Execute an implementation plan with verification and review checkpoints
Reviews implemented code for security, quality, performance, and test coverage using specialized review agents with clear accountability. Use when task file is in review/ directory. Launches Security Gatekeeper, Quality Guardian, and Test Auditor in parallel.
Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evidence before assertions always
Comprehensive Docker and Docker Compose validation following best practices and security standards. Use this skill when users ask to validate Dockerfiles, review Docker configurations, check Docker Compose files, verify multi-stage builds, audit Docker security, or ensure compliance with Docker best practices. Validates syntax, security, multi-stage builds, and modern Docker Compose requirements.
Guide and tooling for Ralph Driven Development (RDD), a spec runner that repeatedly invokes Codex (or other agents) over ordered specs until a magic phrase signals completion. Use when setting up or operating an RDD workflow with plan.md, specs/, done.md, agent-run.log, and a ralph.py runner, or when customizing the runner CLI and prompt contract.
Generates service-specific configuration files for GitLab stack projects in ./config directory, using .env as the primary configuration source. Creates nginx, PostgreSQL, Redis, and custom service configs with strict validation for secrets, paths, and Docker best practices. Use when setting up service configurations, creating config templates, or ensuring configs follow stack patterns.
Comprehensive E2E testing for looplia CLI. Tests Docker deployments, published CLI versions, and local development. Verifies workflow execution, skill architecture (v0.6.9+), and command initialization (v0.6.10+). Use when testing looplia releases, CI validation, or verifying Docker builds.
Kubernetes and Helm best practices for container orchestration. Covers deployments, services, RBAC, resource management, Helm charts, and production patterns. Use when working with Kubernetes manifests, Helm charts, kubectl commands, or when asking about container orchestration, pod configuration, or cluster management.
Prepares IaC project deployment by analyzing the current project and generating K8s manifests, Dockerfiles, CI/CD workflows in standardized structure. Use for "배포 준비", "IaC 설정", "k8s 매니페스트", "deploy prep" requests.
Guides infrastructure and platform migration including cloud-to-cloud migration (AWS to GCP, Azure to AWS), Kubernetes cluster migration, CI/CD platform changes, monitoring stack migration, identity provider migration, and network infrastructure transformation. Covers IaC migration, container orchestration, service mesh, observability tools, and multi-cloud strategies. Use when migrating infrastructure, changing cloud providers, moving Kubernetes clusters, or when users mention "cloud migration", "platform switch", "infrastructure migration", "K8s migration", "multi-cloud", or "cloud provider change".
Manage the Matrix/Virgo-Core Proxmox VE cluster (nodes Foxtrot, Golf, Hotel - MINISFORUM MS-A2 with AMD Ryzen 9 9955HX). Covers VM provisioning, VLAN networking, CEPH storage, and automation via Python (proxmoxer), Ansible (community.general.proxmox), and Terraform (Telmate/proxmox).
Manages Kubernetes clusters via kubectl. Supports pod/deployment/service management, log viewing, port-forwarding, and debugging. Use for "k8s", "kubectl", "파드", cluster management tasks.
This skill should be used when reviewing code or preparing code for review. It provides guidelines for what to look for in reviews, how to write constructive feedback, and standards for review comments.
Generate commit messages following conventional commit format. Use when the user asks for help with git commits.
Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verification
Stage, commit, and push git changes with conventional commit messages. Use when user wants to commit and push changes, mentions pushing to remote, or asks to save and push their work. Also activates when user says "push changes", "commit and push", or similar git workflow requests.