Skill rating

Analyzes Kubernetes cluster resource allocation versus actual usage to find waste and generate right-sizing recommendations. Use when someone asks about Kubernetes costs, overprovisioned pods, resourc

Assists with managing secrets, encryption keys, and dynamic credentials using HashiCorp Vault. Use when configuring secret engines, setting up dynamic database credentials, implementing access policie

Manages Kubernetes clusters and Helm charts. Use when the user wants to write Kubernetes manifests, create Helm charts, deploy applications, debug pods, configure networking (services, ingress), set u

Optimize your resume for specific job applications by matching keywords and highlighting relevant experience. Use when a user asks to tailor a resume, optimize a CV for a job, match a resume to a job

Apache Spark is a distributed engine for batch, SQL and streaming data processing, used from Python through PySpark. Use when a user asks to process big data, run distributed computations, build ETL p

Analyzes application logs, server logs, and error traces to identify root causes, patterns, and anomalies. Use when debugging production incidents, investigating error spikes, parsing crash reports, o

Crossplane for infrastructure as code using Kubernetes CRDs. Use when the user needs to provision and manage cloud resources declaratively through Kubernetes APIs, compose custom infrastructure abstra

Northflank is a cloud platform that deploys containers from Git or a registry with managed databases, cron jobs and preview environments, on its own Kubernetes-based infrastructure or in your own clou

Configure authentication and authorization for Google Cloud — Application Default Credentials (ADC), service account impersonation, Workload Identity Federation for GKE and external clouds, and OIDC I

Configure Fluentd for unified log collection, routing, filtering, and forwarding across distributed systems. Use when a user needs to aggregate logs from multiple sources, transform log data with filt

Kyverno is a Kubernetes-native policy engine that validates, mutates, and generates resources and verifies image signatures using YAML policies (no Rego required). Use when a user asks to enforce Pod

Linkerd is a lightweight service mesh for Kubernetes that adds automatic mTLS, retries, timeouts, traffic splitting, authorization policy and golden-metric observability without changing application c

Argo CD is a declarative GitOps continuous delivery tool that keeps Kubernetes clusters in sync with manifests stored in Git. Use when a user asks to install Argo CD, define Application or Application

Sign, verify and attest container images and other OCI artifacts with Cosign, the Sigstore tool. Use when a user asks to sign an image in CI, verify a signature before deploying, do keyless signing wi

Porter is a platform as a service that gives a Heroku-style deploy experience on your own AWS, GCP or Azure account, running apps on a managed Kubernetes cluster it provisions for you. Use when someon

Assists with defining and managing cloud infrastructure using Pulumi with TypeScript, Python, Go, or C#. Use when provisioning AWS, GCP, Azure, or Kubernetes resources with real programming languages

Velero is an open-source tool that backs up and restores Kubernetes cluster resources and persistent volumes to object storage. Use this skill when a user needs to install Velero, back up namespaces o

Builds command-line tools in Go with Cobra, the library behind kubectl, Hugo and the GitHub CLI: subcommands, flags, argument validation, generated help and shell completions. Use when a user asks to

Istio is an open-source service mesh that adds traffic management, mTLS security and observability to Kubernetes workloads through sidecar proxies or ambient mode. Use when the user needs to install I

Trivy is an open-source scanner from Aqua Security that finds vulnerabilities, exposed secrets, misconfigurations and license problems in container images, filesystems, git repos and IaC files. Use wh

Snyk is a developer security scanner that finds known vulnerabilities in open-source dependencies, container images, infrastructure-as-code files and source code. Use when a user asks to scan for vuln

Generate comprehensive C4 architecture documentation for an existing repository/codebase using a bottom-up analysis approach.

Manage GitLab Kubernetes clusters and agent integrations. Use when connecting clusters, managing cluster agents, or working with Kubernetes integration. Triggers on cluster, Kubernetes, k8s, cluster a

Transcribe audio via the self-hosted Whisper ASR instance running on Kubernetes. Use this skill whenever the user wants to transcribe audio files, convert speech to text, generate subtitles, or transl

Create structured incident response runbooks with step-by-step procedures, escalation paths, and recovery actions. Use when building runbooks, responding to incidents, or establishing incident respons

Master on-call shift handoffs with context transfer, escalation procedures, and documentation. Use when transitioning on-call responsibilities, documenting shift summaries, or improving on-call proces

Expert hybrid cloud architect specializing in complex multi-cloud solutions across AWS/Azure/GCP and private clouds (OpenStack/VMware). Masters hybrid connectivity, workload placement optimization, ed

Control a remote Chrome browser in Kubernetes via HTTP API. Use for web automation, scraping, form filling, navigation, and page inspection. Exposes accessibility tree, text extraction, screenshots, a

Configure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing zero-trust networking, certificate management, or securing internal service communication.

Cross-cloud GPU provisioning with NUMA-aligned topology optimization, K8s cluster creation, and inference overflow. Get real-time pricing across 11+ cloud providers, provision the cheapest GPUs in sec

Find and rank GitHub developers by location, technology, and role. Search for candidates, get scored profiles with tech stack matches, activity, and contact info.

Comprehensive Kubernetes and OpenShift cluster management skill covering operations, troubleshooting, manifest generation, security, and GitOps. Use this skill when: (1) Cluster operations: upgrades,

Optimize cloud infrastructure costs through resource rightsizing, reserved instances, spot instances, and waste reduction strategies.

Generate a live Single Step Instrumentation (SSI) onboarding confirmation report — verifies APM instrumentation is working end-to-end with deep links into the Datadog UI. Only use after agent-install

Diagnose and fix Single Step Instrumentation (SSI) issues on Kubernetes — SSI automatically instruments applications for APM without code changes. Only use if the agent and SSI are already configured

Expert Kubernetes architect specializing in cloud-native infrastructure, advanced GitOps workflows (ArgoCD/Flux), and enterprise container orchestration.

Install the Datadog Agent on Kubernetes using the Datadog Operator — required before enabling Single Step Instrumentation (SSI), which automatically instruments applications for APM without code chang

Expert deployment engineer specializing in modern CI/CD pipelines, GitOps workflows, and advanced deployment automation.

Configure network security groups and firewall rules to control inbound/outbound traffic and implement network segmentation.

Enable Single Step Instrumentation (SSI) on Kubernetes — automatically instruments applications for APM without code changes. Only use if the Datadog Agent is already running on the cluster — if not,

Implement comprehensive health check endpoints for liveness, readiness, and dependency monitoring. Use when deploying to Kubernetes, implementing load balancer health checks, or monitoring service ava

Deploy, manage, and scale containerized applications on Kubernetes clusters with best practices for production workloads, resource management, and rolling updates.

Optimize resumes for software engineering, PM, and technical roles

Build comprehensive ML pipelines, experiment tracking, and model registries with MLflow, Kubeflow, and modern MLOps tools.

Design and implement multi-cloud strategies spanning AWS, Azure, and GCP with vendor lock-in avoidance, hybrid deployments, and federation.

Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and Pydantic V2. Master microservices, WebSockets, and modern Python async patterns.

Implement canary deployment strategies to gradually roll out new versions to subset of users with automatic rollback based on metrics.

Implement graceful shutdown procedures to handle SIGTERM signals, drain connections, complete in-flight requests, and clean up resources properly. Use when deploying containerized applications, handli

Implement uptime monitoring and status page systems for tracking service availability. Use when monitoring application uptime, creating status pages, or implementing health checks.

Implement automated secrets rotation for API keys, credentials, certificates, and encryption keys. Use when managing secrets lifecycle, compliance requirements, or security hardening.