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.
Diagnoses GKE workload failures (CrashLoopBackOff, OOMKilled, ImagePullBackOff, Pending, etc.) via logs and events. Use when pods fail to start or crash repeatedly.
GlitchTip is an open-source, Sentry-compatible error tracking platform built for self-hosted exception monitoring and alerting.
Use when (1) building mobile app via EAS for distribution, (2) submitting to App Store or Google Play, (3) managing mobile release workflow.
Use when (1) deploying web application to Vercel staging or production, (2) monitoring deployment progress, (3) running post-deployment verification.
Use when (1) preparing a release for staging or production, (2) generating release notes and changelog, (3) verifying environment readiness before deployment.
Build and release Go binaries that are reproducible and verifiable: version stamping, -trimpath builds, cross-compilation, GoReleaser, checksums, SBOMs, cosign signing, build…
Go CI/CD 工具配置：Makefile、golangci-lint、GitHub Actions、Docker、測試覆蓋率、 自動化流程、Pre-commit Hook。
Use when planning, sequencing, or executing the final cutover to production for a Salesforce implementation or major release.
Use for Go process/deployment lifecycle, health, telemetry, drain, Kubernetes, and releases. Do not use for domain logic.
Set up and use Gonzo, the open-source terminal log analysis tool. Use when the user wants to tail, watch, stream, or analyze logs.
Google Agent Development Kit (ADK) for Python. Capabilities: AI agent building, multi-agent systems, workflow agents (sequential/parallel/loop), tool integration (Google Search,…
Expert knowledge of Google Cloud Build CI/CD pipelines including cloudbuild.yaml syntax, build steps, builders, substitution variables, triggers, secrets, artifact handling, and…
Configures PromQL-based Service Level Objective (SLO) alerting policies for Google Cloud resources registered in App Hub or individually specified. Generates Terraform output.
Designs, builds, and deploys AI agents or multi-agent systems on Google Cloud. Provides an interactive workflow to gather requirements, recommend a tailored architecture, and…
Guides the migration of existing AI workloads (Cloud Run, Gemini API, Gemini Enterprise Agent Platform) to self-hosted GKE inference using gcloud and kubectl.
Guides agents to interactively discover customer requirements for a Secure n-tier serverless web application and generate a tailored cloud multi-product solution that incorporates…
Post team updates to Google Chat Spaces via webhook. Deployment notifications, bug fixes, feature announcements, questions.
Post team updates to Google Chat Spaces via webhook. Deployment notifications, bug fixes, feature announcements, questions.
Automate software releases with GoReleaser — build cross-platform binaries, create Docker images, generate changelogs, and publish to GitHub/GitLab/Gitea in a single command.
Configurar, otimizar e auditar uma instância Paperclip (paperclipai) — local ou remota via SSH, native (npx/pnpm) ou Docker — com FOCO PRIMÁRIO em redução de custo de tokens…
Expert guidance for GraalVM native image development with Java frameworks, build optimization, and high-performance application deployment
Make a stateful container/agent survive SIGTERM→SIGKILL on Kubernetes without losing in-flight work or corrupting on-disk state.
Configures Gradle builds for CI/CD platforms including GitHub Actions, GitLab CI, Jenkins, and CircleCI.
Configures and builds optimized Docker images using Google's Jib plugin without Docker daemon or Dockerfile.
Deploy Grammarly integrations to Vercel, Fly.io, and Cloud Run platforms. Use when deploying Grammarly-powered applications to production, configuring platform-specific secrets,…
Production readiness checklist for Grammarly API integrations. Use when preparing a Grammarly integration for production deployment.
Deploy Granola native integrations — Slack, Notion, HubSpot, Attio, Affinity, and Zapier. Step-by-step setup for each platform with configuration, testing, and automation chains.
Configure Granola across multiple workspaces and teams with SSO/SCIM provisioning. Use when setting up department-level workspaces, configuring user provisioning, or managing…
Production readiness checklist for Granola team and enterprise deployment. Use when rolling out Granola to a team, planning enterprise deployment, or verifying all configuration…
Generate documentation sites for Python packages with Great Docs. Covers init, build, preview, configuration (great-docs.yml), API reference, CLI docs, user guides, theming,…
Use when the user wants a repo's dependencies updated in one verified batch instead of Dependabot's per-package PR flood - "run greenbatch", "run the dependency update", "update…
Grist is an open-source modern relational spreadsheet that combines the flexibility of a spreadsheet with the robustness of a database.
Deploy Groq integrations to Vercel, Cloud Run, and containerized platforms. Use when deploying Groq-powered applications to production, configuring platform-specific secrets, or…
Execute Groq production deployment checklist and go-live procedures. Use when deploying Groq integrations to production, preparing for launch, or implementing go-live procedures.
Execute Groq production deployment checklist and rollback procedures. Use when deploying Groq integrations to production, preparing for launch, or implementing go-live procedures.
Fast headless browser for QA testing and site dogfooding. Navigate any URL, interact with elements, verify page state, diff before/after actions, take annotated screensho — from…
Use when you need to visually interact with a GUI — test buttons, fill forms, verify visual layouts, fuzz web pages, automate user flows, take screenshots, or perform end-to-end…
Ship Gosu code and configuration changes through Guidewire Cloud Console deployment slots without breaking running policies — Gosu compile + GUnit + lint gates per PR,…
Configure CI/CD pipelines for Guidewire with Gosu compilation, GUnit tests, and configuration deployment. Trigger: "guidewire ci integration", "ci-integration".
Deploy Guidewire integrations to Cloud Platform with configuration packages and release management. Trigger: "guidewire deploy integration", "deploy-integration".
Move a Guidewire deployment to a new platform or release without breaking running policies and claims — on-prem→cloud cutover (config reconciliation, data migration, parallel-run…
Production deployment readiness for Guidewire Cloud including configuration promotion and testing. Trigger: "guidewire prod checklist", "prod-checklist".
Use when the user wants to create, containerize, or test a sample application that runs under gVisor (runsc).
AI coding assistant skill สำหรับโปรเจกต์ Gymyamjamsai — ระบบติดตามพัฒนาการการออกกำลังกายออนไลน์ (React 18 + Vite 5 + Node.js 20 + Express 4 + MySQL 8 + Docker Compose + Railway)
Develop Home Assistant add-ons with Docker, Supervisor API, and multi-arch builds. Use when creating add-ons, configuring Dockerfiles, setting up ingress, or publishing to…
AWS hosting handler - centralized AWS operations including authentication, resource deployment, verification, and querying.
Terraform IaC handler - centralized Terraform operations including init, validate, plan, apply, and destroy.
Deployment protocols for Vercel/Appwrite. Use for managing production builds and environment variables.
Pakai saat men-deploy atau mengoperasikan aplikasi hanoman di server: instalasi paket npm global (`npm i -g hanoman`) + systemd, VPS single-host di belakang reverse proxy TLS,…
Automate HappyCapy skill creation by finding and adapting existing skills from anthropics/skills repository. Handles environment constraints (Python 3.11, Node.js 24, no Docker).
Defensive methodology for CI/CD pipeline compromise: expression and workflow injection that turns attacker-controlled PR titles, branch names, and issue bodies into runner command…
Hardening Docker containers for production involves applying security best practices aligned with CIS Docker
Harden the Docker daemon by configuring daemon.json with user namespace remapping, TLS authentication, rootless
Expert usage of Hardhat for smart contract development, testing, and deployment. Includes TypeChain generation, plugin ecosystem, network forking, and deployment management.
Expert-level Harness template types, runtime inputs, expression language, pipeline patterns (CI/CD, GitOps, Canary, Blue-Green), versioning, and step configurations
Plan and run a controlled, COMMUNITY-edition Harvester HCI upgrade off an EOL line up to latest stable — the no-skip minor ladder (1.5→1.6→1.7→1.8; embedded…