Gke Batch Hpc
google/skills
Runs batch and HPC workloads on GKE, utilizing job queues and parallel processing.
Help users install and configure the mirrord Operator for team/enterprise environments.
Install Mirrord Operator
$ npx skills add aiskillstore/marketplace --skill mirrord-operator -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aiskillstore/marketplace mirrord-operator --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/aiskillstore/marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/metalbear-co/mirrord-operator .claude/skills/mirrord-operator && 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 "mirrord-operator" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/metalbear-co/mirrord-operator into .claude/skills/mirrord-operator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mirrord-operator", 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/aiskillstore/marketplace/tree/main/skills/metalbear-co/mirrord-operatorType 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 aiskillstore/marketplace --skill mirrord-operator -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aiskillstore/marketplace mirrord-operator --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/metalbear-co/mirrord-operator .agents/skills/mirrord-operator && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "mirrord-operator" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/metalbear-co/mirrord-operator into .agents/skills/mirrord-operator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mirrord-operator", 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 aiskillstore/marketplace --skill mirrord-operator -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aiskillstore/marketplace mirrord-operator --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/metalbear-co/mirrord-operator .cursor/skills/mirrord-operator && 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 "mirrord-operator" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/metalbear-co/mirrord-operator into .cursor/skills/mirrord-operator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mirrord-operator", 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/aiskillstore/marketplace.git --path skills/metalbear-co/mirrord-operator--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 aiskillstore/marketplace --skill mirrord-operator -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aiskillstore/marketplace mirrord-operator --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/metalbear-co/mirrord-operator .gemini/skills/mirrord-operator && 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 "mirrord-operator" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/metalbear-co/mirrord-operator into .gemini/skills/mirrord-operator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mirrord-operator", 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 aiskillstore/marketplace mirrord-operatorInstalls 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 aiskillstore/marketplace --skill mirrord-operator -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/metalbear-co/mirrord-operator .github/skills/mirrord-operator && 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 "mirrord-operator" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/metalbear-co/mirrord-operator into .github/skills/mirrord-operator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mirrord-operator", 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 aiskillstore/marketplace --skill mirrord-operator -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aiskillstore/marketplace mirrord-operator --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/metalbear-co/mirrord-operator .opencode/skills/mirrord-operator && 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 "mirrord-operator" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/metalbear-co/mirrord-operator into .opencode/skills/mirrord-operator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "mirrord-operator", 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
mirrord-operator- GitHub stars
- 433
- Token cost
- ~4.6k tokens
- SKILL.md length
- 1,862 words
- Files
- 6 (incl. references)
- Skills in repo
- 1,044
- Repo updated
- First seen
- Licence
- None found
At a glance
Help users install and configure the mirrord Operator for team/enterprise environments.
- Works in 4 steps: Add the Helm repo and download values → Authenticate the operator → Install → …
- Users ask about operator setup
- SKILL.md covers Purpose, Why the Operator?, When to Use This Skill and Security Boundaries, plus 13 more sections
- Calls helm, kubectl and curl; reaches raw.githubusercontent.com and mirrord-operator-license-server.mirrord.svc; needs OPERATOR_LICENSE_KEY
What it does
Mirrord Operator is an agent skill from aiskillstore/marketplace. Help users install and configure the mirrord Operator for team/enterprise environments. Use when users ask about operator setup, Helm installation, cloud API key or license configuration, air-gapped/offline licensing, enabling features (queue splitting, DB branching, preview environments, multi-cluster), internal registries, OpenShift/GKE Autopilot, RBAC, or multi-user mirrord deployments. Also use when an AI agent hits a Team or Enterprise feature on a cluster with no license and needs to offer the user a trial…
Its SKILL.md is about 4.6k tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including reference files (for example `README.md`, `references/helm-values.md` and `references/troubleshooting.md`).
It sits in DevOps & Cloud, covering Container orchestration, Authorization and RBAC and Deployment. It works with Google Kubernetes Engine and Kubernetes. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.
When your agent uses it
- Users ask about operator setup
- Helm installation
- License configuration
- Air-gapped/offline licensing
Example prompts
- “/mirrord-operator”
Requirements
- A credential in YOUR_API_KEY
- A credential in OPERATOR_LICENSE_KEY
Workflow steps
4 steps, taken from the step headings in SKILL.md.
- Add the Helm repo and download values
- Authenticate the operator
- Install
- Verify
What it can do on your machine
Read from SKILL.md and the folder at commit 44923f3. 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:
helmkubectlcurljq
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
raw.githubusercontent.commirrord-operator-license-server.mirrord.svcmetalbear-co.github.io
Also links to:
metalbear.comregclient.orgdocs.cloud.google.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
OPERATOR_LICENSE_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Mirrord Operator loads about 4.6k tokens when it runs, and up to ~25k if it reads all its reference files. Until then it costs about 147 tokens; SKILL.md has 1,862 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 1,862 words (~4,568 tokens).
“Help users install and operate the mirrord Operator — the persistent Kubernetes control plane that enables all mirrord Team / Enterprise features:”
- name
- mirrord-operator
- metadata.author
- MetalBear
- metadata.version
- 2.14
Files
SKILL.md and 5 other files (references) in skills/metalbear-co/mirrord-operator of aiskillstore/marketplace.
- SKILL.md
- README.md
- references/helm-values.md
- references/troubleshooting.md
- references/values.yaml
- skill-report.json
Open the folder on GitHubat commit 44923f3
Compare with similar skills
Mirrord Operator 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 |
|---|---|---|---|---|---|---|
| Mirrord Operator this skillaiskillstore/marketplace | 433 | — | ~4.6k | Automated safety check: Pass | None | |
| Gke Batch Hpcgoogle/skills | 21k | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | |
| Defending Kubernetestrilwu/secskills | 157 | — | ~2.2k | Automated safety check: Pass | MIT | |
| KubeShark for KubernetesLukasNiessen/kubernetes-skill | 446 | — | ~1.2k | Automated safety check: Pass | MIT | |
| Kcli Cluster Deploymentkarmab/kcli | 653 | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | |
| Securing Kubernetes On Cloudmukul975/Anthropic-Cybersecurity-Skills | 34k | — | ~3.3k | Automated safety check: Pass | Apache-2.0 |
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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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Related
Works with
Categories
Questions about Mirrord Operator
What does Mirrord Operator do?
Help users install and configure the mirrord Operator for team/enterprise environments. Mirrord Operator is an agent skill from aiskillstore/marketplace. Help users install and configure the mirrord Operator for team/enterprise environments.
When should I use Mirrord Operator?
Mirrord Operator fits situations like: users ask about operator setup; helm installation; license configuration; air-gapped/offline licensing.
How do I install Mirrord Operator in Claude Code?
Run `npx skills add aiskillstore/marketplace --skill mirrord-operator -a claude-code`. Or copy the skill folder (skills/metalbear-co/mirrord-operator in aiskillstore/marketplace) into .claude/skills/mirrord-operator in your project. Claude Code loads it when a task matches its description.
How do I install Mirrord Operator in Codex?
Run `npx skills add aiskillstore/marketplace --skill mirrord-operator -a codex`. Or copy the skill folder (skills/metalbear-co/mirrord-operator in aiskillstore/marketplace) into .agents/skills/mirrord-operator in your project. Codex loads it when a task matches its description.
Can I use Mirrord Operator 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 aiskillstore/marketplace --skill mirrord-operator -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/mirrord-operator, .gemini/skills/mirrord-operator, .github/skills/mirrord-operator and .opencode/skills/mirrord-operator in your project.
What does Mirrord Operator need to run?
Going by SKILL.md and its folder, Mirrord Operator needs the command-line tools its instructions call (helm, kubectl, curl and jq) and credentials named OPERATOR_LICENSE_KEY. Our summary lists: A credential in YOUR_API_KEY; A credential in OPERATOR_LICENSE_KEY.
Does Mirrord Operator access the network?
SKILL.md names 6 domains. In commands or code: raw.githubusercontent.com, mirrord-operator-license-server.mirrord.svc and metalbear-co.github.io; the agent is likely to contact these when it follows the instructions. As links in the text: metalbear.com, regclient.org and docs.cloud.google.com. This is read from the text; nothing was executed.
Is Mirrord Operator 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 Mirrord Operator use?
No licence was found for Mirrord Operator or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Mirrord Operator use?
About 4.6k tokens (SKILL.md is roughly 18k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 21k tokens, read only when the agent opens those files.
What are the alternatives to Mirrord Operator?
Skills that share tags, products or a category with Mirrord Operator: Gke Batch Hpc (google/skills, 21k stars), Defending Kubernetes (trilwu/secskills, 157 stars), KubeShark for Kubernetes (LukasNiessen/kubernetes-skill, 446 stars) and Kcli Cluster Deployment (karmab/kcli, 653 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Mirrord Operator?
aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 433 GitHub stars. The repository holds 1,044 skills in this directory. The repository was last updated on October 10, 2026.
Source: aiskillstore/marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.