---
title: "IT & Ops - Air Market"
description: "328 listings in IT & Ops on Air Market, with what each one does and who publishes it."
canonical: "https://airmarket.ai/category/ops"
---

[Air Market](/) / [Categories](/categories) / IT & Ops

Category

# IT & Ops

328 published listings in IT & Ops on Air Market.

**Published listings, with what each one does**

| Listing | Kind | Publisher | What it does |
| --- | --- | --- | --- |
| [Azure AI Services](/app/azure-ai) | Skill | Microsoft | You want search that understands meaning, or you want speech turned into text, or text pulled out of scanned documents. This covers the Azu… |
| [AppInsights Instrumentation Guide](/app/appinsights-instrumentation) | Skill | Microsoft | You want to know what your web app is doing in production but are not sure what to record or how to wire it up. This gives you guidance on… |
| [Azure AI Gateway](/app/azure-aigateway) | Skill | Microsoft | When lots of things call your AI models, you need one place to control spend, safety and traffic. This configures Azure API Management as a… |
| [Azure Messaging SDK Troubleshooting](/app/azure-messaging) | Skill | Microsoft | Your app talks to Azure Event Hubs or Service Bus, and something has gone wrong: nothing is being received, the connection keeps dropping,… |
| [Azure Compute Skill](/app/azure-compute) | Skill | Microsoft | Choosing an Azure machine means picking from a long list of sizes and prices, and then wiring it up. This routes VM and scale set work: wha… |
| [Azure Quotas](/app/azure-quotas) | Skill | Microsoft | You're about to deploy something, or a deployment just failed because you hit a limit you didn't know about. This shows what your limits an… |
| [Azure Upgrade](/app/azure-upgrade) | Skill | Microsoft | You're on an older plan, tier or library and you know you should move, but you don't know what the move involves. This assesses where you a… |
| [Deploy to Vercel](/app/deploy-to-vercel) | Skill | Vercel Labs | You've built something and now you want it on the internet where people can open it. This handles putting your app or website on Vercel and… |
| [Azure Enterprise Infra Planner](/app/azure-enterprise-infra-planner) | Skill | Microsoft | You know what the workload is, but the networking, identity and security around it still have to be designed before anything can be built.… |
| [Azure Kubernetes Service](/app/azure-kubernetes) | Skill | Microsoft | Creating a Kubernetes cluster is the easy part; making one you would trust in production is not. This covers the decisions - which SKU, how… |
| [AI Runway AKS Setup](/app/airunway-aks-setup) | Skill | Microsoft | You have an AKS cluster and you want a model actually running on it, but the path there has several steps that are easy to get out of order… |
| [Vercel CLI with Tokens](/app/vercel-cli-with-tokens) | Skill | Vercel Labs | Sometimes signing in interactively isn't an option - a script, a machine that isn't yours, an automated run. This works with the Vercel CLI… |
| [Azure Reliability Assessment & Configuration](/app/azure-reliability) | Skill | Microsoft | You have an app running on Azure Functions or App Service and no clear answer to what happens if a datacentre has a bad day. This looks at… |
| [Vercel Optimize](/app/vercel-optimize) | Skill | Vercel Labs | Your bill climbed or some pages feel slow, and you don't know which part is responsible. This gathers your actual metrics, usage, project c… |
| [CI/CD and Automation](/app/ci-cd-and-automation) | Skill | Addy Osmani | Set up build and deploy pipelines without hand-wiring them yourself |
| [Shipping and Launch](/app/shipping-and-launch) | Skill | Addy Osmani | Walk into launch day with a checklist and a way back |
| [Observability and Instrumentation](/app/observability-and-instrumentation) | Skill | Addy Osmani | You shipped something and now nobody can say what it is doing, or a bug report came in and the information on hand does not explain it. Thi… |
| [Cloudflare One](/app/cloudflare-one) | Skill | Cloudflare | You are putting together, fixing or checking a Cloudflare One setup and the details have to be right. This guides that work across the piec… |
| [Cloudflare One Migrations](/app/cloudflare-one-migrations) | Skill | Cloudflare | You are on Zscaler, Palo Alto, an old VPN or another SASE stack and you are considering moving to Cloudflare One. This plans that move: wha… |
| [Multi Stage Dockerfile](/app/multi-stage-dockerfile) | Skill | GitHub | You need to containerize a project and want the image to carry only what it needs to run, not everything used to build it. This writes a mu… |
| [events +subscribe](/app/gws-events-subscribe) | Skill | Google Workspace | You want Google Workspace activity to arrive somewhere you can work with it, not just as notifications. This subscribes to those events and… |
| [admin-reports (reportsv1)](/app/gws-admin-reports) | Skill | Google Workspace | When you administer Google Workspace and need to know what happened or how much things are being used, the answers sit in audit logs and us… |
| [IT Administrator](/app/persona-it-admin) | Skill | Google Workspace | Running IT for a company means watching for security problems while also configuring the tools everyone uses. This helps with both: monitor… |
| [GitHub Actions Templates](/app/github-actions-templates) | Skill | Seth Hobson | Right now someone runs the tests and ships the build by hand. This sets up GitHub Actions to do it instead - testing, building and deployin… |
| [Terraform Module Library](/app/terraform-module-library) | Skill | Seth Hobson | Every new project seems to start with someone rewriting the same infrastructure setup from scratch. This helps you build reusable pieces in… |
| [Cloud Run Basics](/app/cloud-run-basics) | Skill | Google | You have something you want running in the cloud, and Cloud Run offers a few different shapes for it depending on whether it answers reques… |
| [Deployment Pipeline Design](/app/deployment-pipeline-design) | Skill | Seth Hobson | You need code to get from a commit to production without breaking anything, and with the right people signing off along the way. This cover… |
| [Grafana Dashboards](/app/grafana-dashboards) | Skill | Seth Hobson | Your systems and apps produce metrics, but nobody can read them as numbers in a stream. This builds Grafana dashboards that show them live,… |
| [Onboarding to Google Cloud](/app/google-cloud-recipe-onboarding) | Skill | Google | You have never used Google Cloud and the first hour is account setup, billing, and projects before you build anything. This walks you throu… |
| [Helm Chart Scaffolding](/app/helm-chart-scaffolding) | Skill | Seth Hobson | Deploying to Kubernetes by hand means a pile of config that drifts between environments. Helm charts package it up so the same app can be d… |
| [Cloud SQL Basics](/app/cloud-sql-basics) | Skill | Google | You need a relational database - MySQL, PostgreSQL, or SQL Server - and you would rather not run the server yourself. This creates the inst… |
| [Python Observability](/app/python-observability) | Skill | Seth Hobson | Something is going wrong in production and your logs do not tell you enough. This covers logging you can actually search, metrics, and trac… |
| [Cloud Cost Optimization](/app/cost-optimization) | Skill | Seth Hobson | The cloud bill keeps growing and nobody can say exactly why. This goes through your spending across the major providers and reduces it: siz… |
| [Google Cloud Cost Optimization](/app/google-cloud-waf-cost-optimization) | Skill | Google | You are spending more on Google Cloud than you would like, or you are about to build something and want cost considered early. This evaluat… |
| [Google Cloud Reliability](/app/google-cloud-waf-reliability) | Skill | Google | You need to know what happens to your Google Cloud workload when part of it fails, or someone has asked about disaster recovery and you hav… |
| [Kubernetes Manifest Generator](/app/k8s-manifest-generator) | Skill | Seth Hobson | Kubernetes wants configuration files, and getting them right by hand is fiddly. This writes those files for you - the ones that run your ap… |
| [GKE Basics & Critical Gotchas](/app/gke-basics) | Skill | Google | You need a cluster running and something deployed on it, starting from the basics. This handles creating the cluster, getting your local to… |
| [Postmortem Writing](/app/postmortem-writing) | Skill | Seth Hobson | Something broke, it is fixed now, and someone has to write it up so the team learns from it instead of relitigating it. This helps you prod… |
| [Distributed Tracing](/app/distributed-tracing) | Skill | Seth Hobson | A request passes through several services and something in there is slow or broken, but each service only shows you its own piece. Tracing… |
| [Multi-Cloud Architecture](/app/multi-cloud-architecture) | Skill | Seth Hobson | You are building on more than one cloud, or you do not want to be stuck with the one you are on. This walks you through choosing which prov… |
| [Hybrid Cloud Networking](/app/hybrid-cloud-networking) | Skill | Seth Hobson | Part of your infrastructure sits in your own building and part sits in the cloud, and the two need to talk to each other safely. This sets… |
| [SLO Implementation](/app/slo-implementation) | Skill | Seth Hobson | Teams argue about whether a service is reliable enough because nobody wrote down what enough means. This is about defining the measurements… |
| [On-Call Handoff Patterns](/app/on-call-handoff-patterns) | Skill | Seth Hobson | Your shift is ending and the person taking over needs to know what is on fire, what you were partway through looking at, and what changed r… |
| [Service Mesh Observability](/app/service-mesh-observability) | Skill | Seth Hobson | When services call each other through a mesh, a slow request is hard to pin on any one of them. This covers getting visibility into that tr… |
| [Istio Traffic Management](/app/istio-traffic-management) | Skill | Seth Hobson | In a service mesh you decide where requests go and what happens when something starts failing. This sets up that routing and load balancing… |
| [Gh Pr Checks Plan Fix](/app/gh-fix-ci) | Skill | OpenAI | Your pull request is red and the logs are somewhere you have to go digging for. This inspects the failing checks, reads the logs, explains… |
| [Google Cloud Networking Observability Expert](/app/google-cloud-networking-observability) | Skill | Google | Something on your network is slow or not connecting, and the logs are large and hard to read. This digs into the logs, metrics, and path te… |
| [DevOps Rollout Plan Generator](/app/devops-rollout-plan) | Skill | GitHub | You have a change to deploy and no plan beyond hope. This writes one: what to verify before you begin, the steps in order, the signals that… |
| [gcloud CLI Skill for AI Agents](/app/gcloud) | Skill | Google | You are about to run a cloud command that could do real damage if a flag is wrong, and the output is often more than you can read. This che… |
| [Azure Deployment Preflight Validation](/app/azure-deployment-preflight) | Skill | GitHub | You are about to deploy infrastructure to Azure and would rather not find out mid-deploy that something is wrong. This checks the template,… |
| [Debian Linux Triage](/app/debian-linux-triage) | Skill | GitHub | Something on your Debian machine is not working and the error is not telling you much. This helps you narrow down what went wrong and get i… |
| [Arch Linux Triage](/app/arch-linux-triage) | Skill | GitHub | Something on your Arch Linux machine stopped working, likely after an update, and you are not sure where to start. This helps you narrow do… |
| [ASP.NET Core Docker Containerization Prompt](/app/containerize-aspnetcore) | Skill | GitHub | You have an ASP.NET Core project and need it running in a container, which means writing container files that match how your project is act… |
| [Terraform AzureRM Set Diff Analyzer](/app/terraform-azurerm-set-diff-analyzer) | Skill | GitHub | You run a plan for your Azure infrastructure and it says things will change, but you did not change them. Some attributes just get listed i… |
| [Fedora Linux Triage](/app/fedora-linux-triage) | Skill | GitHub | Something on your Fedora machine is not working and the error message is not telling you much. This walks you through triaging the problem… |
| [Azure Cost Optimize](/app/az-cost-optimize) | Skill | GitHub | Your Azure spend has crept up and nobody has gone through what is actually running. This looks at your infrastructure code and the resource… |
| [CentOS Linux Triage](/app/centos-linux-triage) | Skill | GitHub | Something is wrong on a CentOS machine and you need to work out what before you start changing things. This triages and resolves CentOS iss… |
| [Azure Resource Health & Issue Diagnosis](/app/azure-resource-health-diagnose) | Skill | GitHub | Something in Azure is not healthy and the telemetry has not yet told you why. This analyzes resource health, works through the logs and tel… |
| [ASP.NET .NET Framework Containerization Prompt](/app/containerize-aspnet-framework) | Skill | GitHub | You have an ASP.NET application on .NET Framework that needs to run in a container, and the container files have to suit how that project i… |
| [Update Azure Verified Modules in Bicep Files](/app/update-avm-modules-in-bicep) | Skill | GitHub | Your Bicep files reference Azure Verified Modules, and those modules have moved on since you wrote them. This updates them to the latest ve… |
| [Skill Registry](/app/agent-platform-skill-registry) | Skill | Google | Agents are more useful when they know what is available to them. This talks to the Gemini Enterprise Agent Platform Skill Registry so you c… |
| [Entra Agent User](/app/entra-agent-user) | Skill | GitHub | You want an AI agent to operate inside your organisation's systems the way a person does, with its own identity. This creates Agent Users i… |
| [Google Cloud Operational Excellence](/app/google-cloud-waf-operational-excellence) | Skill | Google | Your workload runs on Google Cloud and the hard part is keeping it running - getting changes out, knowing when something breaks, handling i… |
| [Google Cloud Performance Optimization](/app/google-cloud-waf-performance-optimization) | Skill | Google | Something you run on Google Cloud is not performing the way you need, or you want to design for load before it arrives. This evaluates the… |
| [Google Cloud Sustainability](/app/google-cloud-waf-sustainability) | Skill | Google | You need to answer for the environmental footprint of what your team runs on Google Cloud. This evaluates the workload, works out what its… |
| [Bambu Labs](/app/bambu-labs) | Skill | earthtojake | You have gcode ready and a Bambu Lab printer on your local network, and you would rather not walk over and poke at it. This uploads the job… |
| [Agent Platform Endpoint Management](/app/agent-platform-endpoint-management) | Skill | Google | Models need somewhere to be served from, and those endpoints need looking after. This creates, lists, describes, updates, and deletes servi… |
| [Import Infrastructure As Code](/app/import-infrastructure-as-code) | Skill | GitHub | Someone set up cloud resources by hand and now none of it is in code. This discovers what is actually running in Azure and writes Terraform… |
| [GKE AI/ML Inference](/app/gke-inference) | Skill | Google | You have a model and you want it answering requests on GKE. This deploys the serving workload and tunes it for the GPUs or TPUs underneath.… |
| [Workload Manager Basics](/app/workload-manager-basics) | Skill | Google | You want to know whether your cloud workloads follow recommended practice, and which ones do not. This helps you look at the rules, run che… |
| [Agent Platform Alert Configuration](/app/agent-platform-alert-configuration) | Skill | Google | You are running an AI agent and want to hear about it when something goes wrong. This writes alerting policies for agent latency, errors, t… |
| [GKE Networking](/app/gke-networking) | Skill | Google | You are laying out how a cluster connects to everything around it, and the address planning is the part that is hard to undo later. This pl… |
| [GKE Golden Path Configuration](/app/gke-golden-path) | Skill | Google | You are designing a cluster, or checking one before it carries real traffic, and you want to know what it should look like. This gives you… |
| [GKE Reliability](/app/gke-reliability) | Skill | Google | Your workload goes down more than it should during routine changes and you want it to hold up better. This adds the settings that keep enou… |
| [GKE Storage](/app/gke-storage) | Skill | Google | Your app on Google Kubernetes Engine needs to keep files somewhere that survives a restart, and the storage setup is fiddly. This walks you… |
| [GKE App Onboarding](/app/gke-app-onboarding) | Skill | Google | You have an application and you need it running on GKE, but you have not done this before. This walks the first deployment: packaging the a… |
| [GKE Cluster Creation](/app/gke-cluster-creation) | Skill | Google | You need a new GKE cluster and you would rather not decide every setting from scratch. This plans and builds one from ready-made templates,… |
| [GKE Backup & Disaster Recovery](/app/gke-backup-dr) | Skill | Google | You need to know you could get a GKE cluster back if something went badly wrong. This sets up the backup plans and the restore path, and ha… |
| [GKE Multi-Tenancy](/app/gke-multitenancy) | Skill | Google | Several teams need to share one cluster, and you want them kept apart without giving each their own. This plans and sets up that separation… |
| [GKE Batch & HPC Workloads](/app/gke-batch-hpc) | Skill | Google | You have computing work that runs and finishes rather than staying up serving traffic, and you want it queued and running in parallel. This… |
| [Google Cloud solution-architecture workflow](/app/google-cloud-solution-architecture) | Skill | Google | You have something to build on Google Cloud that touches several products, and you are not sure how the pieces fit together. This asks you… |
| [Generate Logging Query Language queries](/app/cloud-logging-query-generation) | Skill | Google | You need to find something in your logs but the query language is not in your head. Describe what you are after in ordinary words and this… |
| [Incident Response](/app/incident-response) | Skill | Anthropic | Something has gone wrong in production and there's no time to think about process. This runs the incident through: sizing up how severe it… |
| [Live bidirectional multimodal streaming agentic AI solution](/app/google-cloud-solution-agentic-ai-bidirectional-streaming) | Skill | Google | You want AI that reacts to live audio, video, or other continuous input as it arrives, giving guidance or watching for safety issues, and y… |
| [Deploy Checklist](/app/deploy-checklist) | Skill | Anthropic | You are about to push a change to production and want to be sure nothing obvious was missed. This walks you through the checks first: has C… |
| [Google Cloud Global Frontend Configuration](/app/google-cloud-global-frontend-configuration) | Skill | Google | You need traffic from anywhere in the world to reach your app, with caching and some protection in front, and there are a lot of choices to… |
| [Minecraft Modpack Server Setup](/app/minecraft-modpack-server) | Skill | Nous Research | You want to run a modded Minecraft server yourself. This helps you host one using modpacks from CurseForge or Modrinth. |
| [Here Now](/app/here-now) | Skill | Nous Research | You have a site you want online, or files you want to keep somewhere. This publishes the site to its own address on here.now and stores fil… |
| [Cloudflare Temporary Deploy Skill](/app/cloudflare-temporary-deploy) | Skill | Nous Research | You have a Cloudflare Worker and want to see it running live, but you have no Cloudflare account or don't want to set one up. This puts it… |
| [Docker Management](/app/docker-management) | Skill | Nous Research | If you run software in Docker, there is a lot to keep track of: containers, images, stored data and multi-container setups. This helps you… |
| [Build And Deploy Agents](/app/google-cloud-solution-build-deploy-agents) | Skill | Google | You want to build an AI agent, or a set of them working together, and run it on Google Cloud. This asks what you need, recommends an archit… |
| [Configuring Cloud Logging](/app/cloud-logging-configuration-basics) | Skill | Google | Logs pile up, some of them are sensitive, and not everyone should see everything. This configures logging inside one project: where logs ar… |
| [Google Cloud RAG Enterprise Search](/app/google-cloud-solution-rag-enterprise-search-gke-sqldb) | Skill | Google | You want search that answers questions from your organisation's own material, and you want to run it yourself with open models and containe… |
| [N Tier Serverless Web App](/app/google-cloud-solution-n-tier-serverless-web-app) | Skill | Google | You are building a web application on Google Cloud and want it split into tiers, serverless, and secure, without inventing the layout yours… |
| [Agent Platform Troubleshooting](/app/agent-platform-troubleshooting) | Skill | Google | You run agents on Google Cloud's Gemini Enterprise Agent Platform, and something has stopped working. This helps you work out what went wro… |
| [Configuring Cross-Project Logging](/app/cloud-logging-cross-project-configuration) | Skill | Google | Your logs are scattered across projects and you want them in one place. This sets up routing from projects, folders, or whole organizations… |
| [Cloud Monitoring Chart Generation](/app/cloud-monitoring-chart-generation) | Skill | Google | You already have a monitoring query that works, and now you need it to show up as a chart on a dashboard. Writing that chart definition by… |
| [Handle Disruption on GPUs and TPUs Troubleshooting](/app/gke-ai-troubleshooting-handle-disruption-gpu-tpu) | Skill | Google | Your GPU or TPU work keeps getting cut short because the machines underneath it go away for maintenance. This helps you find out what happe… |
| [GKE Manifest Generation Skill](/app/gke-manifest-generation) | Skill | Google | You need the configuration files that tell GKE how to run your app, and getting them right by hand is fiddly. This writes and updates them,… |
| [GKE Workload Troubleshooting Skill](/app/gke-workload-troubleshooting) | Skill | Google | A pod on your Kubernetes cluster will not start, or starts and dies again and again, and the error name tells you almost nothing. This read… |
| [GKE JobSet Interruption Troubleshooting](/app/gke-ai-troubleshooting-jobset-interruption) | Skill | Google | Your training run keeps stopping and starting again and you cannot tell what is triggering it. This digs into the interruptions, restarts a… |
| [AWS Serverless](/app/aws-serverless) | Skill | Amazon Web Services | Your event-driven app on AWS is misbehaving, or you are building one and want it fit for production. This covers building, deploying, confi… |
| [TPU Connection Failure and VBAR OOM Troubleshooting](/app/gke-ai-troubleshooting-tpu-vbar-oom) | Skill | Google | Your TPU nodes crash, run out of memory, or the devices never initialise, and the logs are hard to read. This narrows those failures down a… |
| [AWS Observability](/app/aws-observability) | Skill | Amazon Web Services | Something is running in production and you cannot see inside it. This covers setting up logs, metrics, alarms, dashboards and tracing on AW… |
| [GitHub Actions Build Artifacts](/app/github-actions) | Skill | Callstack Incubator | You want your React Native app built somewhere other than your laptop, and you want the result downloadable afterwards. This covers the wor… |
| [Cloud Monitoring ListTimeSeries Request Generator](/app/cloud-monitoring-list-time-series-request) | Skill | Google | You know which monitoring metric you want, but the request that fetches it has a filter expression and aggregation settings that are easy t… |
| [Google Cloud Filestore Autoscale](/app/google-cloud-filestore-autoscale) | Skill | Google | Your shared file storage is either about to fill up or much bigger than it needs to be, and watching it by hand is a chore. This inspects h… |
| [AWS Containers](/app/aws-containers) | Skill | Amazon Web Services | You have an application packaged in a container and you need it running on AWS, or it is running badly. This covers getting it deployed, st… |
| [AWS CDK](/app/aws-cdk) | Skill | Amazon Web Services | Defining cloud infrastructure in code is good until a deploy fails with a message you cannot decode. This covers writing, deploying and tro… |
| [CloudFormation](/app/aws-cloudformation) | Skill | Amazon Web Services | You describe your infrastructure in a template file, and either you are writing one or one has just failed on you. This helps you author it… |
| [Sentry (Read-only Observability)](/app/sentry) | Skill | OpenAI | Something is wrong in production and you want to know what, without leaving the terminal. This queries Sentry through its command line tool… |
| [Query Netdata Agents directly](/app/query-netdata-agents) | Skill | netdata | Sometimes you have a question about a single machine: what its logs say, how its numbers look, or what alerts it has raised. This sends you… |
| [Query Netdata Cloud via REST API](/app/query-netdata-cloud) | Skill | netdata | Something watches your machines, and all of it is recorded behind a cloud service. Instead of hunting down the right request yourself, you… |
| [Netlify Deployment Skill](/app/netlify-deploy) | Skill | OpenAI | You have a web project on your machine and you want it live on the internet. This handles the deploy for you through Netlify's own command… |
| [Risk Assessment](/app/risk-assessment) | Skill | Anthropic | You're about to commit to a project, a vendor, or a decision, and you have a nagging sense something could go wrong. This identifies the op… |
| [Teltonika RMS CLI](/app/cli-anything-rms) | Skill | ✨Data Intelligence Lab@HKU✨ | If you look after Teltonika devices with RMS, this lets you manage and monitor them from the command line. Reach for it when you want an ag… |
| [PM2 CLI](/app/cli-anything-pm2) | Skill | ✨Data Intelligence Lab@HKU✨ | If you run Node.js apps with PM2, this lets an agent look after them from the command line. It can list what is running, start, stop and re… |
| [JumpServer CLI](/app/cli-anything-jumpserver) | Skill | ✨Data Intelligence Lab@HKU✨ | You administer a JumpServer bastion host and would rather do it from a terminal than a web console. This gives you a command line for it, e… |
| [Eth2 Quickstart CLI](/app/cli-anything-eth2-quickstart) | Skill | ✨Data Intelligence Lab@HKU✨ | Running your own Ethereum node means setting up several pieces and keeping an eye on them. This walks through that setup with eth2-quicksta… |
| [Process Optimization](/app/process-optimization) | Skill | Anthropic | Something at work takes longer than it should and you can't put your finger on where it goes wrong. Describe how it currently works and thi… |
| [Runbook](/app/runbook) | Skill | Anthropic | Some jobs only run because one person remembers how. This helps you write that job down as exact steps anyone on call can follow, including… |
| [Connecting Lambda to API Gateway](/app/connecting-lambda-to-api-gateway) | Skill | Amazon Web Services | You have a function that works, and now it needs to answer web requests. This wires it up to an API, including the resources and methods, t… |
| [Application Failure Troubleshooting](/app/troubleshooting-application-failures) | Skill | Amazon Web Services | Your application is failing and the answer is somewhere in the logs, but you do not know which logs or what to look for. This goes and find… |
| [Connecting Lambda to DynamoDB](/app/connecting-lambda-to-dynamodb) | Skill | Amazon Web Services | Your function needs to work with a DynamoDB table, or run whenever rows in it change. This sets up the permissions and the role, and wires… |
| [Stripe Projects](/app/stripe-projects) | Skill | Stripe | You need a database, or caching, or an API key for some service, and the usual answer is to go sign up somewhere and copy credentials back.… |
| [Configuring VPC Endpoints](/app/configuring-vpc-endpoints-for-private-aws-service-access) | Skill | Amazon Web Services | Your workload needs to talk to AWS services, but you would rather that traffic never touch the public internet. This sets up private connec… |
| [Debugging Lambda Timeouts](/app/debugging-lambda-timeouts) | Skill | Amazon Web Services | Your function keeps hitting its time limit and you are not sure where the delay is. This works through the usual causes in order - the sett… |
| [Setting Up CloudWatch Alarm Notifications](/app/setting-up-cloudwatch-alarm-notifications) | Skill | Amazon Web Services | You have alarms configured but nothing tells you when one goes off. This sets up the delivery path - a topic, its subscribers, and the link… |
| [Launching EC2 Instances with Best Practices](/app/launching-ec2-instance-with-best-practices) | Skill | Amazon Web Services | You need a new server and you would rather not decide every setting yourself, or discover later that something was left open. This launches… |
| [Troubleshooting S3 Files](/app/troubleshooting-s3-files) | Skill | Amazon Web Services | You have an S3-backed file system and something is wrong: it will not mount, it refuses access, your changes are not making it across, or i… |
| [Creating an API Gateway Stage](/app/creating-api-gateway-stage) | Skill | Amazon Web Services | Your API needs separate places to live, so dev traffic and real traffic do not share one setup. This creates a stage for an environment and… |
| [Creating Production VPC Multi AZ](/app/creating-production-vpc-multi-az) | Skill | Amazon Web Services | You need a network in AWS that is fit for real workloads, not a quick default one. This creates it with public and private sections spread… |
| [Sign In - Get CLI/SDK Credentials](/app/signing-in-to-aws) | Skill | Amazon Web Services | You run an AWS command and it fails because you have no credentials, or the ones you had have expired. This gets you signed in again so the… |
| [Change Request](/app/change-request) | Skill | Anthropic | You want to change a system or a process and someone has to sign off. This writes the request: what it affects, what could go wrong, and ho… |
| [Connecting VPCs with Peering](/app/connecting-vpcs-with-peering) | Skill | Amazon Web Services | You have two separate networks in AWS that need to reach each other directly and privately. This sets up the connection between them, check… |
| [Enabling Lambda VPC Internet Access](/app/enabling-lambda-vpc-internet-access) | Skill | Amazon Web Services | Your function sits inside a private network and cannot reach anything on the internet, so calls out just fail. This builds the piece that l… |
| [AWS Networking](/app/aws-networking) | Skill | Amazon Web Services | AWS networking is split across a lot of separate services, and half the difficulty is knowing which one your problem actually belongs to. T… |
| [Capacity Plan](/app/capacity-plan) | Skill | Anthropic | The team feels stretched but you cannot prove it, or you are about to commit to work and are not sure it fits. This looks at workload and f… |
| [Setting Up CloudTrail Multi-Region](/app/setting-up-cloudtrail-multi-region) | Skill | Amazon Web Services | You need a record of what happened in your AWS account - who called what, and when - covering every region rather than the one you usually… |
| [AWS Deploy (CI/CD)](/app/aws-deployment) | Skill | Amazon Web Services | You want code to go from your repository to running, without someone doing it by hand. This covers setting that up with the AWS build and r… |
| [Routing Traffic with Route 53 and CloudFront](/app/routing-traffic-with-route53-and-cloudfront) | Skill | Amazon Web Services | You have content served through CloudFront but it is still on a generated address rather than your own domain. This walks through pointing… |
| [Linear Release Setup](/app/linear-release-setup) | Skill | Novu | You use Linear to track work, and you want your releases and deploys to show up there instead of being tracked by hand. This writes the CI… |
| [GitHub Actions Efficiency](/app/github-actions-efficiency) | Skill | GitHub | Your CI bill keeps climbing and you're not sure which workflow is responsible. This goes through your GitHub Actions workflows, finds where… |
| [Troubleshooting EFS](/app/troubleshooting-efs) | Skill | Amazon Web Services | You have a shared network file system on AWS and it is refusing to mount, throwing errors, or crawling. This walks through the usual causes… |
| [CopilotKit v2 - Go-Live Checklist](/app/go-to-production) | Skill | CopilotKit | You are about to put a CopilotKit v2 app in front of real users and want to know what you forgot. This is the pre-deploy checklist: the set… |
| [AWS Lambda durable functions](/app/aws-lambda-durable-functions) | Skill | Amazon Web Services | Some jobs are a sequence of steps that run for a long time, and a crash halfway through should not mean starting over. This covers building… |
| [Amazon EC2 Compute](/app/aws-compute) | Skill | Amazon Web Services | You run virtual machines on AWS and something is off: capacity errors, a surprise bill for CPU credits, an instance stuck starting, or SSH… |
| [AWS Lambda Managed Instances (LMI)](/app/aws-lambda-managed-instances) | Skill | Amazon Web Services | AWS Lambda can run your functions on instances in your own account while AWS still handles the upkeep. This helps you judge whether that fi… |
| [AWS Lambda MicroVMs](/app/aws-lambda-microvms) | Skill | Amazon Web Services | Sometimes you need to run code you do not trust, or keep a session going long after the user walked away. This covers a serverless environm… |
| [LatchBio Integration](/app/latchbio-integration) | Skill | K-Dense | You have a bioinformatics pipeline that needs to live on Latch rather than your laptop. This helps you build it, get it registered, fix it… |
| [Get Available Resources](/app/get-available-resources) | Skill | K-Dense | A machine may look bigger than what your job is actually allowed to use, especially inside a container or under a scheduler. This reports t… |
| [DNAnexus Integration](/app/dnanexus-integration) | Skill | K-Dense | Running genomics pipelines on a shared platform means learning its command line, its app definitions and its job monitoring. This covers th… |
| [ElastiCache](/app/amazon-elasticache) | Skill | Amazon Web Services | Sometimes an app is slow because it keeps asking the database the same thing. A cache in memory fixes that, and this covers choosing one, s… |
| [Amazon CloudFront](/app/cloudfront) | Skill | Amazon Web Services | You want your content served closer to the people asking for it, without leaving the source wide open. This walks through setting up delive… |
| [S3 Uploads With Step Functions](/app/processing-s3-uploads-with-step-functions) | Skill | Amazon Web Services | Files arrive in storage and something has to process them, but big ones need heavier handling than small ones. This deploys a workflow that… |
| [Release Checklist](/app/release-checklist) | Skill | Donchitos | Launch is coming and the things that need checking are spread across people's heads. This writes out the pre-release checklist: verifying t… |
| [Launch Checklist: \[Game Title\]](/app/launch-checklist) | Skill | Donchitos | You are close to launch and the risk is no longer the code - it is the thing nobody owns. This walks the whole launch readiness check acros… |
| [AWS Network Monitoring](/app/aws-network-monitoring) | Skill | Amazon Web Services | You want to see whether the network path between your instances is healthy, which means putting an agent on them. This covers installing it… |
| [Proxychains Network Proxy Skill](/app/proxychains) | Skill | 2025Emma | Sometimes nothing will connect: requests time out, names will not resolve, or access is simply blocked. This spots that kind of network tro… |
| [Release It! Framework](/app/release-it) | Skill | wondelai | Your service keeps falling over, or one slow dependency drags everything else down with it. This walks through ways to contain that: circui… |
| [Launch with AWS](/app/launch-with-aws) | Skill | Amazon Web Services | You built a web app in one of the browser-based build tools, or a front end in a common framework, and now you want it running on AWS inste… |
| [macOS Notarization](/app/asc-notarization) | Skill | Rork | You have a Mac app you want to hand out directly, not through the App Store. macOS will warn people off unless the app is signed and cleare… |
| [AWS Site-to-Site VPN](/app/sitetositevpn) | Skill | Amazon Web Services | You have a network somewhere else - a data centre, a branch office - that needs to reach machines inside AWS privately. This sets up an enc… |
| [Publish To GitHub Pages](/app/publish-to-pages) | Skill | GitHub | You have a presentation or a web page and you want to send someone a link rather than an attachment. This converts a PPTX, PDF, HTML file,… |
| [Prometheus Monitoring and Observability](/app/prometheus) | Skill | RightNow | You want to see what your systems are doing and be told when something goes wrong. This is help with Prometheus: writing the queries, setti… |
| [CI/CD Pipeline Engineering](/app/ci-cd) | Skill | RightNow | Every project ends up with a set of steps that run when you push code: build it, test it, send it out. Writing and fixing those steps is fi… |
| [Microsoft Azure Cloud Expertise](/app/azure) | Skill | RightNow | You are building on Microsoft Azure and want help with the parts you touch most. This covers the az command line, Kubernetes on AKS, App Se… |
| [AWS Cloud Services Expert](/app/aws) | Skill | RightNow | You are working in AWS and want help with the core services rather than reading docs for each one. This covers EC2, S3, Lambda and IAM, plu… |
| [Ansible Infrastructure Automation](/app/ansible) | Skill | RightNow | You manage servers or infrastructure with Ansible and want help getting the pieces right. This is expertise in playbooks, roles and invento… |
| [Terraform IaC Expert](/app/terraform) | Skill | RightNow | Terraform is how many teams describe their cloud setup as code. It is easy to get lost in providers, modules and the file that tracks what… |
| [Nginx Configuration and Performance](/app/nginx) | Skill | RightNow | Nginx configuration is unforgiving: a small mistake in a proxy or TLS block quietly changes how every request behaves. This gives Claude ex… |
| [Linux Networking Expert](/app/linux-networking) | Skill | RightNow | Network problems on Linux are hard because the failure could be a firewall rule, a route, or DNS, and each looks the same from the outside.… |
| [Kubernetes Operations Expert](/app/kubernetes) | Skill | RightNow | When something in a cluster is broken, the hard part is knowing which command will tell you why. This gives Claude working expertise in Kub… |
| [Docker Expert](/app/docker) | Skill | RightNow | Containers are simple until one refuses to start and the error tells you nothing. This brings Docker expertise: containers, Compose, Docker… |
| [Google Cloud Platform Expertise](/app/gcp) | Skill | RightNow | Google Cloud has many services and a large command-line tool, and it is easy to lose an afternoon to a flag. This brings expertise on the g… |
| [Amazon Route 53](/app/route53) | Skill | Amazon Web Services | You have a domain name and something you want it to reach, or traffic you want split between places. This covers setting up DNS records, st… |
| [Vast.ai GPU Management](/app/vast-gpu) | Skill | Yang Ruofeng | You need a GPU for a while and buying hardware makes no sense. This rents one on vast.ai, manages it while you are using it, and destroys i… |
| [Modal Cloud GPU - Training & Inference](/app/serverless-modal) | Skill | Yang Ruofeng | You need a GPU for training or inference and you do not want to set up a server to get one. This runs the workload remotely with no SSH and… |
| [Deployment and Rendering](/app/deployment) | Skill | TanStack | At some point the app has to live somewhere, and the host you pick changes the setup. This covers deploying to a handful of common hosts, p… |
| [AWS Resilience Lifecycle](/app/aws-resilience-lifecycle) | Skill | Amazon Web Services | You have run a resilience assessment and now have findings, experiments and controls that do not obviously join up. This walks the whole lo… |
| [AWS Transit Gateway](/app/transitgateway) | Skill | Amazon Web Services | When your cloud network has grown into a tangle of point-to-point links, this helps you put a single hub in the middle and route everything… |
| [Configuring OpenTelemetry in .NET](/app/configuring-opentelemetry-dotnet) | Skill | .NET Platform | You have an ASP.NET Core service and no real visibility into what it does once it is running. This walks you through wiring up OpenTelemetr… |
| [ARC Region switch Expert](/app/arc-region-switch) | Skill | Amazon Web Services | If your service needs to be able to move from one region to another, you have to understand the plan before you rely on it. This answers qu… |
| [AWS CDK Python Setup Instructions](/app/aws-cdk-python-setup) | Skill | GitHub | You want to define AWS infrastructure in Python but the first hour is all setup you have not done before. This walks you through getting th… |
| [Resilience Program Design](/app/resilience-program-design) | Skill | Amazon Web Services | Different teams are each inventing their own answer to how resilient their service should be. This helps you set that standard once - what… |
| [Getting Started with AWS Resilience Hub v2](/app/resilience-hub-getting-started) | Skill | Amazon Web Services | You want to know whether a service would survive a failure, and you have not set up the tool that tells you. This takes you from an empty s… |
| [Failure Mode Assessment](/app/resilience-hub-failure-mode-assessment) | Skill | Amazon Web Services | You have run a check on how your system holds up under failure, and now you have a list of findings you are not sure what to do with. This… |
| [Multi-Account Resilience Hub v2 Setup](/app/resilience-hub-multi-account) | Skill | Amazon Web Services | Your workloads are spread across many AWS accounts, and checking each one separately is not workable. This sets up resilience management so… |
| [Recovery Controller Setup](/app/recovery-controller-setup) | Skill | Amazon Web Services | Part of your infrastructure sits in a place that is having a bad day - a whole Region, or one zone inside it. This sets up the controls tha… |
| [Lambda Labs GPU Cloud](/app/lambda-labs-gpu-cloud) | Skill | Orchestra Research | You need GPUs for training or inference and do not have them locally. This covers reserved and on-demand GPU cloud instances you connect to… |
| [vLLM - High-Performance LLM Serving](/app/serving-llms-vllm) | Skill | Orchestra Research | You have a model and now people need to call it, all at once. This serves it with techniques that keep many requests moving through the sam… |
| [Phoenix - AI Observability Platform](/app/phoenix-observability) | Skill | Orchestra Research | Your AI app gave a strange answer and you cannot tell why. This gives you a detailed record of each step it took, so you can look back and… |
| [LangSmith - LLM Observability Platform](/app/langsmith-observability) | Skill | Orchestra Research | When an app built on a language model gives a bad answer, it is hard to see where things went wrong. This covers tracing calls, evaluating… |
| [SRE Engineer](/app/sre-engineer) | Skill | Jeffallan | You run something in production and reliability is a feeling rather than a number. This helps you set targets, write down what happens when… |
| [Monitoring Expert](/app/monitoring-expert) | Skill | Jeffallan | When something goes wrong in production, you need logs, numbers and traces that actually tell you where. This sets up that visibility: dash… |
| [Cloud Architect](/app/cloud-architect) | Skill | Jeffallan | You are putting something on the cloud, moving it there, or staring at a bill you cannot explain. This helps you plan the architecture, the… |
| [Kubernetes Specialist](/app/kubernetes-specialist) | Skill | Jeffallan | You are running software on a Kubernetes cluster and either need to get something deployed or need to find out why it is failing. This cove… |
| [Django Storages S3](/app/django-storages-s3) | Skill | Jeffallan | Your Django app is keeping uploads and static files on its own disk, and that has to stop. This sets up storage on S3 instead: the settings… |
| [DevOps Engineer](/app/devops-engineer) | Skill | Jeffallan | Your code works locally and now it has to get built, shipped, and run somewhere real. This handles that path: containers, pipelines, cluste… |
| [Chaos Engineer](/app/chaos-engineer) | Skill | Jeffallan | You run a system spread across many machines and you do not actually know how it behaves when a piece dies. This helps you find out on purp… |
| [Operating Cadence](/app/gtm-operating-cadence) | Skill | GitHub | Your company is growing, the calendar is full of leadership meetings, and decisions still take forever. This helps you redesign the meeting… |
| [Creating an EC2 Image Builder Pipeline](/app/creating-ec2-image-builder-pipeline) | Skill | Amazon Web Services | You keep installing the same software onto fresh machines by hand. This builds a custom machine image with that software already in place,… |
| [Computer Health Check](/app/computer-health-check) | Skill | Eduard Ruzga | Your computer feels sluggish, the fan is loud, or you are out of space, and you do not know where to look. This checks the machine over and… |
| [Amazon SES](/app/amazon-ses) | Skill | Amazon Web Services | Sending email from your own domain means proving the domain is yours and setting up records so mail providers trust it. This walks that set… |
| [Observability](/app/observability) | Skill | GSD | Some code runs while nobody is watching - background jobs, servers, watchers - and when it breaks at an awful hour, whoever shows up has no… |
| [Vercel Plugin](/app/vercel) | Skill | stagewise | A deploy has gone out and you want to know how it went, or a variable is wrong and you want to fix it. This gives you access to Vercel over… |
| [Canary: Post-Deploy Monitoring](/app/canary) | Skill | Florian BRUNIAUX | You have just deployed and the risky part is the hour afterwards. This watches production once your change is live and raises an alert if s… |
| [Ship Command - Pre-Deploy Checklist](/app/ship) | Skill | Florian BRUNIAUX | You are about to deploy and want to know if it is really ready. This runs a thorough set of checks beforehand so the decision to ship is ba… |
| [Land and Deploy](/app/land-and-deploy) | Skill | Florian BRUNIAUX | The pull request is approved and now there are four more steps before it is really live. This runs them: merge, wait for CI, verify the dep… |
| [Ship Web Games](/app/ship-web-games) | Skill | Meng To | Your game works on your machine and now you need it live where people can play it. This handles the release build, getting the assets out,… |
| [ip - skill0](/app/ip) | Skill | x-cmd | You have an IP address or a subnet and you want to know more about it. This covers the basics: roughly where the address is, what is on a s… |
| [Debug Pending Pods](/app/k8s-debug-pending-pod) | Skill | HAMi Project | A pod is sitting in Pending, crash-looping, or failing to pull its image, and the events are hard to read. This walks the triage for you, s… |
| [Instrument with Logfire](/app/instrumentation) | Skill | Basic Machines | When something goes wrong in a running app, you need to see inside it. This adds Pydantic Logfire so your app reports what it is doing, in… |
| [Phoenix Tracing](/app/phoenix-tracing) | Skill | GitHub | Your AI app does something and you cannot see inside it, especially once it is running for real users. This covers instrumenting it so each… |
| [Verify Before Irreversible Action](/app/verify-before-irreversible-action) | Skill | AIMING Lab | Some actions cannot be taken back - a deleted file, an overwritten record, a message already sent. This puts a pause in front of those. Bef… |
| [Structured Logging and Observability](/app/structured-logging-and-observability) | Skill | AIMING Lab | Once something is running in production, you can only understand it through what it tells you. This adds structured logs, metrics, and heal… |
| [Remote Observable Process](/app/remote-observable-process) | Skill | Mesh LLM | You ssh into a machine, start something, and then lose sight of it, or it dies because the session was not a real terminal. This handles re… |
| [Harbor CLI](/app/harbor) | Skill | Ivan Charapanau | If you run AI tools on your own computer, each one has its own setup and its own way of being started. This gives you one set of commands f… |
| [Service Connectivity Issues](/app/service-troubleshooting) | Skill | HolmesGPT | One part of your system cannot reach another, and the error tells you almost nothing about which side is at fault. This is a guide to servi… |
| [AWS Lambda High Latency Troubleshooting](/app/lambda-performance-troubleshooting) | Skill | HolmesGPT | An AWS Lambda function that used to respond quickly is now taking too long, and nothing obvious changed. This is a troubleshooting guide fo… |
| [Database Connection Troubleshooting](/app/database-troubleshooting) | Skill | HolmesGPT | Something cannot connect to the database, and the error message is not telling you much. This is a troubleshooting guide for database conne… |
| [Application Gateway Troubleshooting](/app/application-gateway-troubleshooting) | Skill | HolmesGPT | Something is going wrong at your Application Gateway and you are not sure where to look first. This is for troubleshooting those problems.… |
| [Deploy Skills](/app/deploy) | Skill | Chachamaru | Your project works locally and now it needs to be online. This handles deploying to Vercel or Netlify, and covers analytics and health chec… |
| [go2rtc Multi-Camera Streaming](/app/go2rtc-cameras) | Skill | SharpAI Dev Team | Most IP cameras speak RTSP, which browsers do not. This bridges the gap, taking your camera streams and putting them out as WebRTC so they… |
| [System Information Skill](/app/system-info) | Skill | Department of Business, Energy and Industrial Strategy | You need to know what a Linux machine actually is: which distribution, which kernel, what processor, how much memory, how long it has been… |
| [Network Information Skill](/app/network-info) | Skill | Department of Business, Energy and Industrial Strategy | Something will not connect and you need to see how the machine's networking is set up. This gathers the interfaces, addresses, routes, DNS… |
| [Disk Usage Skill](/app/disk-usage) | Skill | Department of Business, Energy and Industrial Strategy | The disk is full, or nearly, and you need to know what is taking up the room. This looks at storage on a Linux machine and points at the bi… |
| [Fabric Builder](/app/fabric-builder) | Skill | Google Cloud Platform | You need Terraform for Google Cloud and you want it written the way the Cloud Foundation Fabric project writes it. This generates that code… |
| [App Store Connect App Creation](/app/asc-app-create-ui) | Skill | blitzdotdev | You need a new app record in App Store Connect before you can do anything else with it. This creates one for you, using the web session you… |
| [deploy](/app/agents-deploy) | Skill | Amazon Web Services | You are pushing your agent out to AWS, and either it needs doing properly or it has already failed and you need to know why. This handles t… |
| [optimize](/app/agents-optimize) | Skill | Amazon Web Services | Your agent runs, but you cannot tell how good it is, why it drags, or what it costs. This helps you set up quality checks, monitor it while… |
| [Hugging Face Spaces](/app/huggingface-spaces) | Skill | Hugging Face | You want your app running on Hugging Face, or you have one there that has stopped working. This covers setting a Space up, getting it deplo… |
| [SkyPilot Multi-Cloud Orchestration](/app/skypilot-multi-cloud-orchestration) | Skill | OpenRaiser | GPU prices and availability differ between clouds, and chasing them by hand is a job in itself. This runs your training and batch jobs acro… |
| [Smart Analysis](/app/analyse) | Skill | NeoLab | You want to examine part of your work for improvement but do not know which approach fits: watching the work happen, mapping the flow, or h… |
| [Product Stack Strategy](/app/product-tool-stack) | Skill | Refound | Your product team's tools are a mess, or you are staring at a long list of options and cannot tell which ones fit. This helps you choose a… |
| [Product Operations](/app/product-operations) | Skill | Refound | The product team got bigger and the things that used to just happen now fall through the cracks between groups. This helps you build the op… |
| [Post-mortems & Retrospectives](/app/post-mortems-retrospectives) | Skill | Refound | A project just ended, well or badly, and the team is about to move on without taking anything from it. This helps you run the look-back con… |
| [Platform Infrastructure](/app/platform-infrastructure) | Skill | Refound | Your teams keep rebuilding the same plumbing, and you are weighing whether to build a platform or buy a tool. This helps you make those cal… |
| [Akka.NET Management and Service Discovery](/app/akka-net-management) | Skill | Aaron Stannard | Your cluster nodes need to find each other, and writing down fixed addresses stops working as soon as things move. This covers Akka.Managem… |
| [GKE TPU Metrics Monitoring Guide](/app/gke-tpu-metrics-monitoring) | Skill | Google | You are running TPU jobs on GKE and want to see what is actually happening: how busy the chips are, whether nodes are healthy, and what int… |
| [GKE TPU Dynamic Slices Monitoring & Management](/app/gke-tpu-dynamic-slices-monitoring) | Skill | Google | Your TPU slices on GKE are stuck, failing to come up, or behaving in a way you cannot explain. This helps you look at their lifecycle state… |
| [Python Environment Setup for SageMaker](/app/hf-cloud-python-env-setup) | Skill | Hugging Face | Python work against AWS goes wrong in boring ways: the wrong Python version, packages fighting each other, an out-of-date SDK. This sets up… |
| [AWS Context Discovery](/app/hf-cloud-aws-context-discovery) | Skill | Hugging Face | Before anything is created or deployed on AWS, it helps to know which account and region you are pointed at. This reads that from your own… |
| [SageMaker IAM Preflight](/app/hf-cloud-sagemaker-iam-preflight) | Skill | Hugging Face | SageMaker deployments often fall over on permissions rather than on the model. This checks up front that a usable execution role exists, an… |
| [RunPod Cloud GPU](/app/runpod) | Skill | Digital Samba | The work you want to run needs a GPU you do not own. This walks you through standing up serverless GPU endpoints on RunPod, getting your im… |
| [Composer Troubleshooting Expert Skill](/app/gcp-composer-troubleshooting) | Skill | Gemini CLI Extensions | A pipeline in Cloud Composer has failed and you need to know why, and often to write it up afterwards. This gives guidance for troubleshoot… |
| [Handling Authentication Issues](/app/gcloud-auth-verification) | Skill | Gemini CLI Extensions | A Google Cloud command has come back with an authentication error and you are not sure what is missing. This walks through identifying and… |
| [Cloudflare Troubleshooting](/app/cloudflare-troubleshooting) | Skill | daymade | Your site is throwing a redirect loop, an SSL error, or a DNS problem and you are not sure why. This investigates by reading your actual Cl… |
| [Datadog Docs](/app/dd-docs) | Skill | Datadog Labs | You have a Datadog question and would rather not go hunting through the documentation site yourself. This looks the answer up in the Datado… |
| [Windows Remote Desktop Connection Doctor](/app/windows-remote-desktop-connection-doctor) | Skill | daymade | Your remote Windows desktop on a Mac is crawling, refusing to connect, or frozen on a progress dialog. This works out why: the wrong connec… |
| [Tunnel Doctor](/app/tunnel-doctor) | Skill | daymade | Your VPN says it is connected, but SSH hangs, git push fails, or the browser errors while curl works. Usually another proxy or VPN tool on… |
| [Debugging Network Issues](/app/debugging-network-issues) | Skill | daymade | Something on the network keeps breaking and the obvious explanation turns out to be wrong: the connection dies after a while, a stream stop… |
| [GitHub Actions Runtime Upgrade Conventions](/app/github-actions-runtime-upgrade-conventions) | Skill | GitHub | An action you depend on is running on a runtime that's no longer supported, and upgrading it risks breaking a pipeline that currently works… |
| [Domain/DNS Ops (Peter)](/app/domain-dns-ops) | Skill | Peter Steinberger | A domain is not pointing where you expected and you need to fix it and be sure the fix took. This covers registrars, zones, redirects, veri… |
| [SSH Doctor](/app/ssh-doctor) | Skill | Peter Steinberger | You try to connect to a Mac remotely and it will not let you in, or the connection drops before you can type a password. This walks through… |
| [AWS Well-Architected Review](/app/aws-well-architected-review) | Skill | GitHub | You have a workload running on AWS and want to know how it measures up against AWS's own guidance. This reviews your architecture and infra… |
| [Azure Smart City IoT Solution Builder](/app/azure-smart-city-iot-solution-builder) | Skill | GitHub | You have been asked to build something city-scale on Azure with connected devices, and the ask is still just an idea. This takes it through… |
| [AWS Cost Optimize](/app/aws-cost-optimize) | Skill | GitHub | The AWS bill is higher than it should be and nobody has time to comb through what is running. This looks at your infrastructure code and th… |
| [Electronics Sourcing Skill](/app/electronics-sourcing) | Skill | Andrew Ng | You need to find electronic components and you are not sure where to start looking or in what order. This guides an agent through sourcing… |
| [DeepEval Tracing](/app/deepeval-tracing) | Skill | Confident AI | When an LLM app misbehaves, you usually cannot see what happened inside it. This adds tracing so each step shows up where you can look at i… |
| [Impediment Prioritization Skill](/app/impediment-prioritization) | Skill | GitHub | You have a pile of problems and suggested fixes, and no agreed order to tackle them in. This scores each one on return, cost to implement,… |
| [Qdrant Deployment Options](/app/qdrant-deployment-options) | Skill | GitHub | You are about to run Qdrant somewhere and the choices all look plausible. This walks you through which deployment fits what you are actuall… |
| [Qdrant Version Upgrade](/app/qdrant-version-upgrade) | Skill | GitHub | You need a newer Qdrant version but the application cannot go offline for it. This walks through upgrading without interrupting availabilit… |
| [Qdrant Monitoring](/app/qdrant-monitoring) | Skill | GitHub | You are running Qdrant and have no real view into how it is doing. This helps you set up monitoring and decide what to watch, and then use… |
| [Mac Maintenance](/app/mac-maintenance) | Skill | Peter Steinberger | There is a set of small tidy-up jobs on a Mac that you keep meaning to do and keep not doing. This runs them: bringing Homebrew packages up… |
| [Cloudflare Registrar](/app/cloudflare-registrar) | Skill | Peter Steinberger | You have a domain name in mind and want to know if you can have it and what it costs. This checks availability and prices with Cloudflare R… |
| [Teleport Auto-Discovery](/app/teleport-discovery) | Skill | Teleport | You want cloud machines to show up in Teleport by themselves, or some of them are not showing up. This covers setting up and extending Tele… |
| [Azure Well-Architected Review](/app/azure-well-architected-review) | Skill | GitHub | You have a workload running on Azure and a nagging feeling something in the setup is not right, but no time to comb through it. This walks… |
| [AWS Resource Query](/app/aws-resource-query) | Skill | GitHub | You need to know what is running in AWS but do not want to remember the exact command or click through the console. Ask in plain language a… |
| [RunPod Compute](/app/runpod-compute) | Skill | Companion | You have an experiment that runs for a long time or chews through a lot of data, and you need a GPU that stays up while it does. This provi… |
| [AWS CloudWatch Investigation Skill](/app/aws-cloudwatch-investigation) | Skill | GitHub | An alarm has gone off and you are staring at logs wondering what to ask first. This gives you ready-made investigation patterns for CloudWa… |
| [AWS Resource Health & Issue Diagnosis](/app/aws-resource-health-diagnose) | Skill | GitHub | Something in your AWS setup is unhealthy and the logs and metrics have not told you why yet. This examines resource health, works through C… |
| [Namecheap DNS Management](/app/namecheap) | Skill | GitHub | You need to change where a domain points, or add a record something is asking you to add, and your domains are with Namecheap. This lists y… |
| [AWS Step Functions](/app/step-functions) | Skill | Mostafa | You have a job on AWS made of several steps, and you need them to run in the right order, hand off to each other, and cope when one fails.… |
| [Optimize Simplicite Logs](/app/optimize-simplicite-logs) | Skill | GitHub | A raw log file is thousands of lines of text and most of it is not what you are looking for. This reads a Simplicité log, drops the fields… |
| [Compute Environment Setup](/app/compute-env-setup) | Skill | Companion | You have research to run and the environment is not ready: missing packages, GPU libraries that do not line up, caches and access still uns… |
| [Remote Compute: SSH](/app/remote-compute-ssh) | Skill | Companion | Your experiment needs to run on a machine you reach over SSH, or on a cluster queue, or on lab hardware. This sets the host up, submits the… |
| [AgentCore Runtime Session Investigation](/app/agentcore-investigation) | Skill | Amazon Web Services - Labs | An agent session went wrong or ran slow, and the logs are a wall of noise. This finds the right session and trace, pulls the relevant spans… |
| [Atmos Design Patterns](/app/atmos-design-patterns) | Skill | Cloud Posse | Your configuration grew by accretion and now nobody is sure where a new thing should go. This is about the shapes that hold up: how to orga… |
| [Atmos Root Configuration](/app/atmos-config) | Skill | Cloud Posse | Your settings live in more than one file and it is unclear which one is winning. This covers how the root config file is found, how setting… |
| [Atmos Stack Configuration](/app/atmos-stacks) | Skill | Cloud Posse | The same configuration is repeated across environments, and every change means editing it in several places. This covers stack configuratio… |
| [Atmos Helmfile Orchestration](/app/atmos-helmfile) | Skill | Cloud Posse | You deploy to Kubernetes with Helmfile and want Atmos to drive it. This runs sync, apply, destroy and diff for you, generates the varfiles… |
| [Atmos External Stores](/app/atmos-stores) | Skill | Cloud Posse | One component produces a value another one needs, and copying it across by hand does not hold up. This wires up a store both can reach - AW… |
| [Atmos Terraform and OpenTofu Orchestration](/app/atmos-terraform) | Skill | Cloud Posse | Running Terraform across many environments means juggling workspaces, varfiles and backend settings yourself. This drives Terraform or Open… |
| [Atmos Component Architecture](/app/atmos-components) | Skill | Cloud Posse | The same infrastructure gets copied for every environment and then the copies drift apart. This is about structuring your Terraform root mo… |
| [Atmos YAML Functions](/app/atmos-yaml-functions) | Skill | Cloud Posse | Config files fill up with values copied from somewhere else, and they go stale. These YAML functions let a config fetch the real value wher… |
| [Atmos Go Templates](/app/atmos-templates) | Skill | Cloud Posse | Some config values are derived from others, and writing them all out by hand invites mistakes. This covers Go templating in Atmos config: t… |
| [Atmos Custom Commands](/app/atmos-custom-commands) | Skill | Cloud Posse | There is a sequence your team runs constantly and it lives in someone's shell history or a wiki page. This lets you define it as a real com… |
| [Atmos JSON Schema System](/app/atmos-schemas) | Skill | Cloud Posse | Config files are easy to get subtly wrong, and the mistake usually surfaces much later. This covers the schemas that describe stack manifes… |
| [Atmos Ansible Orchestration](/app/atmos-ansible) | Skill | Cloud Posse | You keep your infrastructure settings in stacks, but your Ansible runs live somewhere else and get their own separate setup. This wires the… |
| [Atmos Introspection](/app/atmos-introspection) | Skill | Cloud Posse | You are not sure what your configuration resolves to, or how pieces connect. The describe and list commands answer that: they show what is… |
| [Atmos Authentication and Identity Management](/app/atmos-auth) | Skill | Cloud Posse | Getting into the right account is usually the first fight of the day, and private repos are a second one. This handles logging in through y… |
| [Atmos Packer Orchestration](/app/atmos-packer) | Skill | Cloud Posse | You build machine images with Packer and want Atmos to drive it. This runs the init, build, validate, inspect and output steps, and handles… |
| [Atmos CI](/app/atmos-ci) | Skill | Cloud Posse | Pipelines grow into something nobody wants to touch: every run does everything, logs are unreadable, and approvals are informal. This cover… |
| [Atmos Settings](/app/atmos-settings) | Skill | Cloud Posse | Some settings belong to no particular feature: how loud the logs are, how errors are shown, what the terminal looks like. This is the refer… |
| [Atmos Profiles](/app/atmos-profiles) | Skill | Cloud Posse | You run the same setup against more than one environment, and each needs different credentials and settings. This covers profiles: named bu… |
| [Atmos Imports](/app/atmos-imports) | Skill | Cloud Posse | The same stack configuration keeps getting copied between files. Imports let you pull it in from a local path or a remote source instead, w… |
| [Atmos Emulators](/app/atmos-emulator) | Skill | Cloud Posse | You want to work against a cloud service, a secrets store, or a registry without touching a real one. This sets up local stand-ins for them… |
| [Atmos Diagnostics](/app/atmos-diagnostics) | Skill | Cloud Posse | An Atmos run did something you did not expect and the console output does not tell you why. This turns on a record of what happened - which… |
| [Atmos Compositions](/app/atmos-compositions) | Skill | Cloud Posse | Several services really work as one unit, but nothing in your config says so. This lets you name that grouping, attach containers to it, an… |
| [Atmos Container Components](/app/atmos-container) | Skill | Cloud Posse | Your containers are managed by one tool and your infrastructure by another, so they never quite line up. This makes containers a component… |
| [Atmos Terraform State Migrations](/app/atmos-terraform-state-migrations) | Skill | Cloud Posse | You are moving or renaming resources, and the state has to be reshaped to match. This covers writing migrations, planning them before you a… |
| [Atmos Project Layout](/app/atmos-project-layout) | Skill | Cloud Posse | You have opened a repository and cannot tell which folder holds what, or a path in your config is not resolving where you expected. This co… |
| [Atmos Linting](/app/atmos-lint) | Skill | Cloud Posse | You want your Terraform or OpenTofu checked for problems before it runs. This lints it with TFLint from Atmos, finding the config and toolc… |
| [Atmos Native Kubernetes Components](/app/atmos-kubernetes) | Skill | Cloud Posse | Your Kubernetes manifests live apart from the rest of your Atmos setup and you apply them separately. This makes them components you can re… |
| [Atmos Hooks](/app/atmos-hooks) | Skill | Cloud Posse | You want something to happen every time at a certain point in an Atmos run, without remembering to do it. Hooks attach to lifecycle events… |
| [Atmos Native Helm Components](/app/atmos-helm) | Skill | Cloud Posse | You deploy with Helm charts and want them declared as Atmos components instead of going through Helmfile. This renders, applies and deletes… |
| [Atmos Git](/app/atmos-git) | Skill | Cloud Posse | You need Atmos to work with Git repositories rather than doing it by hand alongside it. This covers the usual operations - clone, pull, sta… |
| [Atmos Cache](/app/atmos-cache) | Skill | Cloud Posse | CI keeps downloading the same dependencies over and over, and your cache config was written a while ago. This covers configuring the cache,… |
| [Atmos AI and MCP](/app/atmos-ai) | Skill | Cloud Posse | You either want an AI assistant that can see your Atmos setup, or you want to ask AI things without leaving Atmos. This covers both directi… |
| [Atmos Cast](/app/atmos-cast) | Skill | Cloud Posse | You want to show what a command actually does, and pasted terminal text does not carry it. This records your session and renders it as a vi… |
| [Migrating to Atmos](/app/atmos-migration) | Skill | Cloud Posse | You already run Terraform, maybe with workspaces, and want to move to Atmos without breaking what works. This lays out the techniques and p… |
| [Atmos Modernization](/app/atmos-modernization) | Skill | Cloud Posse | Your Atmos configuration was written a while ago and uses names and patterns that have since changed. This walks the old parts over to the… |
| [Network Root Cause Analysis with Kubeshark MCP](/app/network-rca) | Skill | Kubeshark | Something broke in your Kubernetes cluster and the moment has passed. This lets you go back to captured traffic from before, look at what w… |
| [Atmos Pro](/app/atmos-pro) | Skill | Cloud Posse | You want Atmos Pro driving your pipeline rather than running things by hand. This covers the setup, including GitHub OIDC for access, uploa… |
| [Plano Observability and Debugging](/app/plano-observability-debugging) | Skill | Katanemo | Something in Plano is going wrong and the traces are not telling you why. This covers what to sample, what to put on spans, and how to quer… |
| [Atmos AWS EKS](/app/atmos-aws-eks) | Skill | Cloud Posse | You want to run kubectl against a Kubernetes cluster, but first your local config has to know the cluster exists and how to prove who you a… |
| [Atmos AWS ECR](/app/atmos-aws-ecr) | Skill | Cloud Posse | Docker will not talk to your private image registry until it has credentials, and fetching those by hand gets old fast. This logs you in an… |
| [PromQL Generation Expert](/app/promql-generator) | Skill | CCF Open Source | You know what you want to see from your metrics but not how to write it as a PromQL query. Say it in ordinary words and get the query back.… |
| [What to Do When Scaling Multi-Tenant Qdrant](/app/qdrant-tenant-scaling) | Skill | GitHub | You are running many customers on one Qdrant setup and it is starting to strain. This helps with multi-tenant scaling decisions: one collec… |
| [Scaling for Query Throughput (QPS)](/app/qdrant-scaling-qps) | Skill | GitHub | Your search service is getting more traffic than it can answer, and you are not sure what to change. This walks through ways to raise how m… |
| [Scaling Data Volume](/app/qdrant-scaling-data-volume) | Skill | GitHub | You have more data in Qdrant than your current setup comfortably holds, and it is still growing. This guides the decision about how to scal… |
| [How to Debug Qdrant with Metrics](/app/qdrant-monitoring-debugging) | Skill | GitHub | Something in your Qdrant setup has gone wrong in production and the config has not changed. This uses metrics and observability tools to fi… |
| [Understanding memory usage](/app/qdrant-memory-usage-optimization) | Skill | GitHub | Qdrant is using more memory than you expected, or a node has run out and crashed. This helps you find where the memory is going and reduce… |
| [Qdrant Horizontal Scaling](/app/qdrant-horizontal-scaling) | Skill | GitHub | Your data has grown past what your current setup holds, and you are not sure whether the answer is a bigger machine or more machines. This… |
| [Durable Streams - Server Deployment](/app/server-deployment) | Skill | Durable Streams | You need somewhere for your streams to actually live, first on your own machine and later in production. This covers both: a test server me… |
| [asc team key create](/app/asc-team-key-create) | Skill | blitzdotdev | Something outside App Store Connect, like your build pipeline or a command line tool, needs its own way to sign in. This creates a team API… |
| [asc iap attach](/app/asc-iap-attach) | Skill | blitzdotdev | You have in-app purchases or subscriptions sitting in "Ready to Submit" and they need to go to Apple along with your app version. This atta… |

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