Receive and verify GitHub webhooks. Use when setting up GitHub webhook handlers, debugging signature verification, or handling repository events like push, pull_request, issues,…
Upload, download, and reuse artifacts across GitHub Actions jobs and workflows — coverage reports, test results, build outputs, Playwright HTML reports.
Patterns for automating GitHub workflows with AI assistance, inspired by [Gemini CLI](https://github.com/google-gemini/gemini-cli) and modern DevOps practices.
Analyze and fix GitHub Actions workflow failures. Use when workflows fail, CI/CD issues occur, or when debugging GitHub Actions runs.
Diagnose, fix, and optimize GitHub Actions workflows for Rust projects. Use when setting up CI/CD, troubleshooting workflow failures, optimizing build times with caching, or…
.gitignore-compatible pattern matching for agent file access control. Ignore rule parsing, negative patterns, per-directory scope, and building file access gates from…
Gitingest turns a Git repository into a prompt-friendly text bundle that agents and LLM workflows can inspect quickly.
Use when the user is debugging a bug, tracing an error, or asking why something fails. Examples: \"Why is X failing?\", \"Where does this error come from?\", \"Trace this — from…
Index a codebase with GitNexus and serve an interactive knowledge graph via web UI + Cloudflare tunnel.
Use when the user asks how code works, wants to understand architecture, trace execution flows, or explore unfamiliar parts of the codebase.
Use when the user wants to rename, extract, split, move, or restructure code safely. Examples: \"Rename this function\", \"Extract this into a module\", \"Refactor this c — from…
Use when adding a new service with full Deployment/Service/ConfigMap manifests, overlay coverage, and GitOps commit governance
Use when the user asks about advanced GitOps, multi-cluster GitOps, ArgoCD ApplicationSets, sync waves, sync phases, progressive delivery with GitOps, cluster bootstrapping, or…
Guide proper GitOps workflow for Kubernetes changes instead of direct kubectl mutations. Identifies resources, locates/creates manifests, commits to git, and syncs via…
Comprehensive GitOps compliance verification that detects configuration drift and policy violations through three audit types - (1) Cluster Drift (resources in cluster not tracked…
Stand up GitOps continuous delivery with Argo CD or Flux: desired-state-in-Git repo structure (app-of-apps, environment overlays), promotion-by-PR, drift detection/self-heal…
Use when deploying one or more services by updating image tags with full Kustomize validation and GitOps commit standards
Sets up GitOps delivery with ArgoCD or Flux CD — declarative app definitions, app-of-apps/Kustomize overlays, sync policies, progressive delivery (canary/blue-green), and drift…
Flux CD and Flux Operator expert — answers questions and generates schema-validated YAML for all Flux CRDs (not repo auditing or live cluster debugging).
Use when scaffolding a complete new GitOps project including namespaces, dev/hmg/stg/prod overlays, ArgoCD Applications, and AppProject
Provides GitOps best practices for ArgoCD, Flux, Argo Rollouts, and progressive delivery strategies. Use when setting up GitOps workflows, configuring continuous delivery,…
Design and implement GitOps workflows with ArgoCD and CI/CD pipelines. Use for GitHub Actions, image promotion, rollout strategies, and deployment automation.
Comprehensive GitOps methodology and principles skill for cloud-native operations. Use when (1) Designing GitOps architecture for Kubernetes deployments, (2) Implementing — from…
Comprehensive GitOps methodology and principles skill for cloud-native operations. Use when (1) Designing GitOps architecture for Kubernetes deployments, (2) Implementing — from…
Detect drift between desired Git state and the live cluster, read cluster health, and propose a Git-side remediation as a ChangeProposal.
GitOps platform review — ArgoCD / Flux / Argo Rollouts. App-of-apps, sync policy, sealed-secrets, progressive delivery (canary/blue-green), drift, RBAC.
Monitor GitOps application health, sync status, and manage ArgoCD deployments via Harness MCP. Use when user says "gitops status", "argocd status", "application sync", "gitops…
Complete guide to implementing GitOps workflows with ArgoCD and Flux for automated Kubernetes deployments.
Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation.
GitOps workflows and patterns using ArgoCD and Flux for declarative Kubernetes deployments. Use when implementing CI/CD for Kubernetes, managing multi-environment deployments, or…
Use Encore's AI integration and built-in MCP server so an agent can inspect service architecture, query local resources, call APIs, and analyze traces while iterating on…
Expose sandbox creation, command execution, and file operations to MCP-capable agents so they can run untrusted code inside disposable Docker or Kubernetes-backed runtimes.
Use rails-ai-context to expose a running Rails app's schema, routes, models, controllers, conventions, and test patterns through MCP tools so coding agents verify before editing.
Review a code change (diff or PR) for ship-readiness before merge. Use when reviewing your own or someone else's changes prior to committing/merging/etc.
Audit a test suite to find tests that give false confidence — tests that encode bugs, duplicate coverage, or are so heavily mocked they can't catch real regressions.
Diagnoses, predicts, and mitigates node disruptions during Compute Engine host maintenance and hardware or software maintenance events for GPU and TPU workloads on GKE.
Diagnoses GKE JobSet interruptions, restarts, and preemptions for AI/ML training workloads autonomously.
Monitors and troubleshoots GKE TPU workloads, nodes, and node pools using GKE system metrics and PromQL.
Configures alerting policies in Terraform for Google Kubernetes Engine (GKE) clusters, workloads, and services using PromQL and Google Cloud Managed Service for Prometheus.
Runs batch and HPC workloads on GKE, utilizing job queues and parallel processing. Use when running GKE batch jobs, configuring GKE HPC, or setting up GKE job queues.
Plans and executes GKE cluster creation, provisioning, and production readiness audits. Use when creating GKE clusters, provisioning GKE environments, or auditing GKE clusters.
Guidance on managing the lifecycle and upgrades of Google Kubernetes Engine (GKE) clusters.
Configures, optimizes, and troubleshoots GKE ComputeClasses. Use when configuring Spot VMs with on-demand fallback, targeting specific accelerators (GPUs/TPUs) or machine…
GKE infrastructure patterns including Autopilot configuration, HPA custom metrics, Kubernetes manifests, Redis cluster architecture, Docker multi-stage builds, network…
Expert guidance for Google Kubernetes Engine (GKE) operations including cluster management, workload deployment, scaling, monitoring, troubleshooting, and optimization.
Deploy optimized AI/ML inference workloads on GKE using Google's Inference Quickstart (GIQ). Covers model discovery, manifest generation, and deployment using native MCP tools and…
Guidance on implementing multi-tenancy and governance in Google Kubernetes Engine (GKE) clusters.
Plans and configures multi-tenancy on GKE. Covers namespace isolation, RBAC planning for teams, resource quotas, LimitRanges, network isolation, and cost allocation.
Configures GKE autoscaling, including HPA, VPA, and Node Auto-Provisioning (NAP). Use when configuring GKE autoscaling, setting up GKE HPA, setting up GKE VPA, or configuring GKE…
Monitors and troubleshoots GKE TPU workloads, nodes, and node pools using GKE system metrics and PromQL.
Manages scaling for GKE workloads using HPA and VPA. Use when configuring Horizontal Pod Autoscaler (HPA), configuring Vertical Pod Autoscaler (VPA), or applying best practices…
Diagnoses GKE workload failures (CrashLoopBackOff, OOMKilled, ImagePullBackOff, Pending, etc.) via logs and events. Use when pods fail to start or crash repeatedly.
Semantic code analysis with GitLab Knowledge Graph. Use for go-to-definition, find-usages, impact analysis, architecture visualization.
GitLab CLI (glab) for merge requests, issues, and CI/CD pipelines. Use when working with GitLab repositories for MR creation/review, issue management, pipeline debugging, or any…
Create a dark glass design system with frosted shells, soft beam grids, circular clock-like calibration dials, and precise sci-fi instrument framing.
Use when writing or reviewing Gleam code on the Erlang target — especially Wisp + Mist HTTP services, OTP-based processes (gen_server / supervisor analogues), justfile workflows,…
Use GliderMCP for C#/.NET navigation, diagnostics, references, call graphs, impact analysis, and safe refactoring.
GlitchTip is an open-source, Sentry-compatible error tracking platform built for self-hosted exception monitoring and alerting.
One shared denylist of catastrophic shell commands (rm -rf on / or ~, dd/mkfs, sudo rm, fork bombs, curl|sh, git push --force, gh repo delete) enforced as a PreToolUse/pre-exec…
> Pattern library for cloud, infrastructure, and developer tool vendors that appear on bank statements and ledger detail worldwide.