DevOps

Automatically discover data pipeline and ETL skills when working with ETL. Activates for data development tasks.

Automatically discover container and Docker skills when working with Docker. Activates for containers development tasks.

Automatically discover proxy skills when working with forward/reverse proxies, nginx, traefik, envoy, caching, or NATS messaging

Automatically discover cloud computing and serverless skills when working with cloud. Activates for cloud development tasks.

Build mobile-compatible Obsidian study vaults from academic materials with checkpoint workflow and QA. Battle-tested on 800KB+ projects. Works across CS, medicine, business.

Query and summarize JIRA bugs for a specific project with counts by component

Generates and displays OVN-Kubernetes network topology diagrams showing logical switches, routers, ports with IP/MAC addresses in Mermaid format

Analyze text content using both traditional NLP and LLM-enhanced methods. Extract sentiment, topics, keywords, and insights from various content types including social media posts, articles, reviews, and video content. Use when working with text analysis, sentiment detection, topic modeling, or content optimization.

Query and return raw JIRA bug data for a specific project

Analyze incoming user requests to detect intent, request type (design/validate/debug/document), complexity level, and identify vague requirements or buzzwords that need clarification. Use when cto-orchestrator receives new requests that need classification before routing to specialist agents.

Use this skill when you need to deploy HyperShift clusters on bare metal, edge environments, or disconnected infrastructures using pre-provisioned agents

Infrastructure and development cost estimation for technical projects. Use when planning budgets, evaluating build vs buy decisions, or projecting TCO for architecture choices.

Analyze OpenShift bare metal installation failures in Prow CI jobs using dev-scripts artifacts. Use for jobs with "metal" in name, for debugging Metal3/Ironic provisioning, installation, or dev-scripts setup failures. You may also use the prow-job-analyze-install-failure skill with this one.

Analyze system and application log data from sosreport archives, extracting error patterns, kernel panics, OOM events, service failures, and application crashes from journald logs and traditional log files within the sosreport directory structure to identify root causes of system failures and issues

Recommend architecture patterns (monolith, microservices, serverless, modular monolith) based on scale, team size, and constraints. Use when cto-architect needs to select the right architectural approach for a new system or migration.

Internal skill for commit message generation. Only load when explicitly requested by name or invoked by commands.

Use this skill when you need to deploy HyperShift clusters on AWS infrastructure with proper STS credentials, IAM roles, and VPC configuration

Recommend technology stacks based on project requirements, team expertise, and constraints. Use when selecting frameworks, languages, databases, and infrastructure for new projects.

Analyze Kubernetes resource lifecycle in Prow CI job artifacts by parsing audit logs and pod logs from GCS, generating interactive HTML reports with timelines

Analyze system configuration data from sosreport archives, extracting OS details, installed packages, systemd service status, SELinux/AppArmor policies, and kernel parameters from the sosreport directory structure to diagnose configuration-related system issues