Environment Deployment
microsoft/physical-ai-toolchain
Generate, transfer, and consume environment-specific Azure, AKS, OSMO, ACR, and Azure ML deployment bundles.
Deploy and operate workloads on Azure Kubernetes Service (AKS) the safe way.
Install Aks Deployment Skill
$ npx skills add timothywarner/chatgptclass --skill aks-deployment-skill -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install timothywarner/chatgptclass aks-deployment-skill --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/timothywarner/chatgptclass.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.github/skills/aks-deployment-skill .claude/skills/aks-deployment-skill && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "aks-deployment-skill" agent skill from https://github.com/timothywarner/chatgptclass/tree/main/.github/skills/aks-deployment-skill into .claude/skills/aks-deployment-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aks-deployment-skill", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/timothywarner/chatgptclass/tree/main/.github/skills/aks-deployment-skillType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add timothywarner/chatgptclass --skill aks-deployment-skill -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install timothywarner/chatgptclass aks-deployment-skill --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/timothywarner/chatgptclass.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.github/skills/aks-deployment-skill .agents/skills/aks-deployment-skill && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "aks-deployment-skill" agent skill from https://github.com/timothywarner/chatgptclass/tree/main/.github/skills/aks-deployment-skill into .agents/skills/aks-deployment-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aks-deployment-skill", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add timothywarner/chatgptclass --skill aks-deployment-skill -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install timothywarner/chatgptclass aks-deployment-skill --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/timothywarner/chatgptclass.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.github/skills/aks-deployment-skill .cursor/skills/aks-deployment-skill && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "aks-deployment-skill" agent skill from https://github.com/timothywarner/chatgptclass/tree/main/.github/skills/aks-deployment-skill into .cursor/skills/aks-deployment-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aks-deployment-skill", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/timothywarner/chatgptclass.git --path .github/skills/aks-deployment-skill--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add timothywarner/chatgptclass --skill aks-deployment-skill -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install timothywarner/chatgptclass aks-deployment-skill --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/timothywarner/chatgptclass.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.github/skills/aks-deployment-skill .gemini/skills/aks-deployment-skill && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "aks-deployment-skill" agent skill from https://github.com/timothywarner/chatgptclass/tree/main/.github/skills/aks-deployment-skill into .gemini/skills/aks-deployment-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aks-deployment-skill", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install timothywarner/chatgptclass aks-deployment-skillInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add timothywarner/chatgptclass --skill aks-deployment-skill -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/timothywarner/chatgptclass.git skills-src && mkdir -p .github/skills && cp -r skills-src/.github/skills/aks-deployment-skill .github/skills/aks-deployment-skill && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "aks-deployment-skill" agent skill from https://github.com/timothywarner/chatgptclass/tree/main/.github/skills/aks-deployment-skill into .github/skills/aks-deployment-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aks-deployment-skill", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add timothywarner/chatgptclass --skill aks-deployment-skill -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install timothywarner/chatgptclass aks-deployment-skill --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/timothywarner/chatgptclass.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.github/skills/aks-deployment-skill .opencode/skills/aks-deployment-skill && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "aks-deployment-skill" agent skill from https://github.com/timothywarner/chatgptclass/tree/main/.github/skills/aks-deployment-skill into .opencode/skills/aks-deployment-skill/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aks-deployment-skill", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
aks-deployment-skill- GitHub stars
- 143
- Token cost
- ~916 tokens
- SKILL.md length
- 326 words
- Files
- 1
- Skills in repo
- 2
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Deploy and operate workloads on Azure Kubernetes Service (AKS) the safe way.
- Works in 5 steps: Provision the cluster. Create a resource… → Get credentials. Merge the cluster… → Attach ACR (if pulling private images).… → …
- Provisioning an AKS cluster
- SKILL.md covers When to use, Prerequisites, Core workflow and Guardrails, plus 1 more section
- Calls kubectl and az
What it does
Aks Deployment Skill is an agent skill from timothywarner/chatgptclass. Deploy and operate workloads on Azure Kubernetes Service (AKS) the safe way. Use for provisioning an AKS cluster, wiring it to Azure Container Registry, applying Kubernetes manifests or Helm charts, configuring ingress and autoscaling, and troubleshooting rollouts. USE FOR: "deploy to AKS", "create an AKS cluster", "set up ingress on AKS", "scale my AKS workload", "why is my pod CrashLoopBackOff on AKS". DO NOT USE FOR: non-Kubernetes Azure compute (App Service, Container Apps, Functions) or generic kubectl…
Its SKILL.md is about 920 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in DevOps & Cloud, covering Container orchestration, Cloud networking and Deployment. It works with Azure Kubernetes Service, Kubernetes, Microsoft Azure and Helm. The repository describes itself as: ChatGPT and GitHub Copilot in Four Hours.
When your agent uses it
- Provisioning an AKS cluster
- Wiring it to Azure Container Registry
- Applying Kubernetes manifests
- Configuring ingress and autoscaling
Example prompts
- “deploy to AKS”
- “create an AKS cluster”
- “set up ingress on AKS”
- “/aks-deployment-skill”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Provision the cluster. Create a resource group, then an AKS cluster with managed identity,
- Get credentials. Merge the cluster context into your kubeconfig.
- Attach ACR (if pulling private images). Grant the cluster's managed identity pull rights so
- Deploy the workload. Apply manifests or a Helm chart. Always confirm the rollout before
- Expose and scale. Add an ingress controller (NGINX or the AKS-managed application routing
What it can do on your machine
Read from SKILL.md and the folder at commit edcb19e. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
kubectlaz
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use kubectl and az, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Aks Deployment Skill loads about 916 tokens when it runs. Until then it costs about 142 tokens; SKILL.md has 326 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 326 words (~916 tokens).
“Provision, deploy, and operate workloads on Azure Kubernetes Service. This skill favors repeatable, idempotent steps over one-off portal clicks, so the same commands run in a demo and in a pipeline.”
- name
- aks-deployment-skill
Files
Just SKILL.md in .github/skills/aks-deployment-skill of timothywarner/chatgptclass.
Open the folder on GitHubat commit edcb19e
Compare with similar skills
Aks Deployment Skill next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Aks Deployment Skill this skilltimothywarner/chatgptclass | 143 | — | ~916 | Automated safety check: Pass | Custom licence | |
| Environment Deploymentmicrosoft/physical-ai-toolchain | 123 | — | ~5.8k | Automated safety check: Pass | MIT | |
| KubeSphere Gateway Managementkubesphere/kubesphere | 17k | — | ~2.9k | Automated safety check: Pass | Custom licence | |
| NGINX Ingress Controller Feature Checklistsnginx/kubernetes-ingress | 5.1k | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | |
| KubeShark for KubernetesLukasNiessen/kubernetes-skill | 444 | — | ~1.2k | Automated safety check: Pass | MIT | |
| Aspire MonitoringCommunityToolkit/Aspire | 629 | — | ~3.5k | Automated safety check: Pass | MIT |
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NGINX Ingress Controller Feature Checklists
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Gives step-by-step checklists for adding Ingress annotations, VirtualServer fields and Helm values to the NGINX Kubernetes Ingress Controller, with common gotchas.
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Keeps Kubernetes manifests, Helm charts and policies grounded by diagnosing six failure modes, such as insecure defaults and API drift, and loading only matching references.
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ANALYSIS SKILL - Observe Aspire apps: logs, traces, metrics, resource state, telemetry export, browser telemetry, and the standalone dashboard.
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Cut and publish a new release of the Zabbix Helm chart in this repository, following the versioning rules and maintainer release process documented in CONTRIBUTING.md and CLAUDE.md (bump…
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Questions about Aks Deployment Skill
What does Aks Deployment Skill do?
Deploy and operate workloads on Azure Kubernetes Service (AKS) the safe way. Aks Deployment Skill is an agent skill from timothywarner/chatgptclass. Deploy and operate workloads on Azure Kubernetes Service (AKS) the safe way.
When should I use Aks Deployment Skill?
Aks Deployment Skill fits situations like: provisioning an AKS cluster; wiring it to Azure Container Registry; applying Kubernetes manifests; configuring ingress and autoscaling.
How do I install Aks Deployment Skill in Claude Code?
Run `npx skills add timothywarner/chatgptclass --skill aks-deployment-skill -a claude-code`. Or copy the skill folder (.github/skills/aks-deployment-skill in timothywarner/chatgptclass) into .claude/skills/aks-deployment-skill in your project. Claude Code loads it when a task matches its description.
How do I install Aks Deployment Skill in Codex?
Run `npx skills add timothywarner/chatgptclass --skill aks-deployment-skill -a codex`. Or copy the skill folder (.github/skills/aks-deployment-skill in timothywarner/chatgptclass) into .agents/skills/aks-deployment-skill in your project. Codex loads it when a task matches its description.
Can I use Aks Deployment Skill in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add timothywarner/chatgptclass --skill aks-deployment-skill -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/aks-deployment-skill, .gemini/skills/aks-deployment-skill, .github/skills/aks-deployment-skill and .opencode/skills/aks-deployment-skill in your project.
What does Aks Deployment Skill need to run?
Going by SKILL.md and its folder, Aks Deployment Skill needs the command-line tools its instructions call (kubectl and az).
Does Aks Deployment Skill access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Aks Deployment Skill safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Aks Deployment Skill use?
Aks Deployment Skill has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Aks Deployment Skill use?
About 916 tokens (SKILL.md is roughly 3.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Aks Deployment Skill?
Skills that share tags, products or a category with Aks Deployment Skill: Environment Deployment (microsoft/physical-ai-toolchain, 123 stars), KubeSphere Gateway Management (kubesphere/kubesphere, 17k stars), NGINX Ingress Controller Feature Checklists (nginx/kubernetes-ingress, 5.1k stars) and KubeShark for Kubernetes (LukasNiessen/kubernetes-skill, 444 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Aks Deployment Skill?
timothywarner (a GitHub user) maintains it in timothywarner/chatgptclass, which has 143 GitHub stars. The repository holds 2 skills in this directory. The repository was last updated on September 19, 2026.
Source: timothywarner/chatgptclass on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.