Vector Cluster
ruvnet/ruflo
Cluster code by graph community detection via npx ruvector@0.2.25 hooks graph-cluster (spectral / Louvain)
A skill your agent uses when you need to deploy HyperShift clusters on OpenStack infrastructure with proper flavor selection and network configuration
$ npx skills add openshift-eng/ai-helpers --skill hcp-create-openstack -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install openshift-eng/ai-helpers hcp-create-openstack --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/openshift-eng/ai-helpers.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/hcp/skills/hcp-create-openstack .claude/skills/hcp-create-openstack && 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 "hcp-create-openstack" agent skill from https://github.com/openshift-eng/ai-helpers/tree/main/plugins/hcp/skills/hcp-create-openstack into .claude/skills/hcp-create-openstack/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hcp-create-openstack", 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/openshift-eng/ai-helpers/tree/main/plugins/hcp/skills/hcp-create-openstackType 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 openshift-eng/ai-helpers --skill hcp-create-openstack -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install openshift-eng/ai-helpers hcp-create-openstack --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/openshift-eng/ai-helpers.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/hcp/skills/hcp-create-openstack .agents/skills/hcp-create-openstack && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "hcp-create-openstack" agent skill from https://github.com/openshift-eng/ai-helpers/tree/main/plugins/hcp/skills/hcp-create-openstack into .agents/skills/hcp-create-openstack/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hcp-create-openstack", 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 openshift-eng/ai-helpers --skill hcp-create-openstack -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install openshift-eng/ai-helpers hcp-create-openstack --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/openshift-eng/ai-helpers.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/hcp/skills/hcp-create-openstack .cursor/skills/hcp-create-openstack && 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 "hcp-create-openstack" agent skill from https://github.com/openshift-eng/ai-helpers/tree/main/plugins/hcp/skills/hcp-create-openstack into .cursor/skills/hcp-create-openstack/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hcp-create-openstack", 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/openshift-eng/ai-helpers.git --path plugins/hcp/skills/hcp-create-openstack--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 openshift-eng/ai-helpers --skill hcp-create-openstack -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install openshift-eng/ai-helpers hcp-create-openstack --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/openshift-eng/ai-helpers.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/hcp/skills/hcp-create-openstack .gemini/skills/hcp-create-openstack && 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 "hcp-create-openstack" agent skill from https://github.com/openshift-eng/ai-helpers/tree/main/plugins/hcp/skills/hcp-create-openstack into .gemini/skills/hcp-create-openstack/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hcp-create-openstack", 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 openshift-eng/ai-helpers hcp-create-openstackInstalls 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 openshift-eng/ai-helpers --skill hcp-create-openstack -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/openshift-eng/ai-helpers.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/hcp/skills/hcp-create-openstack .github/skills/hcp-create-openstack && 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 "hcp-create-openstack" agent skill from https://github.com/openshift-eng/ai-helpers/tree/main/plugins/hcp/skills/hcp-create-openstack into .github/skills/hcp-create-openstack/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hcp-create-openstack", 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 openshift-eng/ai-helpers --skill hcp-create-openstack -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install openshift-eng/ai-helpers hcp-create-openstack --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/openshift-eng/ai-helpers.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/hcp/skills/hcp-create-openstack .opencode/skills/hcp-create-openstack && 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 "hcp-create-openstack" agent skill from https://github.com/openshift-eng/ai-helpers/tree/main/plugins/hcp/skills/hcp-create-openstack into .opencode/skills/hcp-create-openstack/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hcp-create-openstack", 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.
hcp-create-openstackA skill your agent uses when you need to deploy HyperShift clusters on OpenStack infrastructure with proper flavor selection and network configuration
Hcp Create Openstack is an agent skill from openshift-eng/ai-helpers. Use this skill when you need to deploy HyperShift clusters on OpenStack infrastructure with proper flavor selection and network configuration
Its SKILL.md is about 760 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: Developer productivity tools for Claude Code & other AI assistants. The licence is Apache-2.0.
2 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit a627176. It shows what the files ask for, not the result of running them.
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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are bash).
From the folder's file list and the shell code blocks in SKILL.md.
Links to these hosts (documentation or services it may open):
docs.openstack.orghypershift.openshift.ioFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Hcp Create Openstack loads about 760 tokens when it runs. Until then it costs about 41 tokens; SKILL.md has 162 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.
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.
The full file from openshift-eng/ai-helpers at commit a627176, republished under its Apache-2.0 licence (© openshift-eng). 162 words, ~760 tokens.
.claude/skills/hcp-create-openstack/SKILL.md (or your agent's skills folder).This skill provides implementation guidance for creating HyperShift clusters on OpenStack, handling OpenStack-specific requirements including credentials, networking, and flavor selection.
This skill is automatically invoked by the /hcp:generate openstack command to guide the OpenStack provider cluster creation process.
Required Parameters:
OpenStack Credentials
🔹 **OpenStack Credentials**: Path to OpenStack credentials file?
- Usually clouds.yaml format
- Example: /home/user/.config/openstack/clouds.yamlExternal Network
🔹 **External Network ID**: OpenStack external network UUID?
- Required for floating IP allocation
- Find with: openstack network list --externalFlavor Selection
🔹 **Node Flavor**: Choose instance flavor:
- m1.large (4 vCPU, 8GB RAM) - Standard workloads
- m1.xlarge (8 vCPU, 16GB RAM) - Performance workloads
- [default: m1.large]Standard Configuration:
hypershift create cluster openstack \
--name openstack-cluster \
--namespace openstack-cluster-ns \
--openstack-credentials-file /path/to/clouds.yaml \
--openstack-external-network-id <external-network-uuid> \
--openstack-node-flavor m1.large \
--base-domain example.com \
--pull-secret /path/to/pull-secret.json \
--release-image quay.io/openshift-release-dev/ocp-release:4.18.0-multiExternal network with ID "<uuid>" not found.
List available external networks:
openstack network list --external
Ensure network has proper routing configuration.Flavor "m1.large" not available in this OpenStack deployment.
List available flavors:
openstack flavor list
Choose appropriate flavor for your workload requirements.© openshift-eng, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in plugins/hcp/skills/hcp-create-openstack of openshift-eng/ai-helpers.
Open the folder on GitHubat commit a627176
Hcp Create Openstack 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 |
|---|---|---|---|---|---|---|
| Hcp Create Openstack this skillopenshift-eng/ai-helpers | 120 | — | ~760 | Automated safety check: Pass | Apache-2.0 | |
| Vector Clusterruvnet/ruflo | 74k | — | ~540 | Automated safety check: Notes | MIT | |
| SEO Keyword ClusteringAgriciDaniel/claude-seo | 18k | 2 repos | ~3.3k | Automated safety check: Pass | MIT | |
| GPU Cluster Evaluationstas00/ml-engineering | 19k | — | ~25k | Automated safety check: Notes | CC-BY-SA-4.0 | |
| Gke Cluster Autoscalergoogle/skills | 21k | — | ~3k | Automated safety check: Pass | Apache-2.0 | |
| Gke Cluster Creationgoogle/skills | 21k | — | ~3.1k | Automated safety check: Pass | Apache-2.0 |
ruvnet/ruflo
Cluster code by graph community detection via npx ruvector@0.2.25 hooks graph-cluster (spectral / Louvain)
AgriciDaniel/claude-seo
Clusters keywords by how much their search results overlap and designs a hub-and-spoke content plan with an internal link matrix and an interactive cluster map.
stas00/ml-engineering
Runs an acceptance-style evaluation of an ML GPU cluster: environment dump, matmul FLOPS, all-reduce, disk benchmarks and a dated markdown report.
google/skills
Trigger on mention of GKE cluster autoscaler, node autoscaling, node pool auto-creation / node auto-provisioning.
google/skills
Plans and executes GKE cluster creation, provisioning, and production readiness audits using pre-defined templates (Autopilot, Standard Regional, GPU/AI Inference, AI Hypercompute).
AgriciDaniel/claude-blog
Semantic topic cluster planning and automated execution engine for claude-blog.
openshift-eng/ai-helpers
Find and independently validate actionable reliability defects across OpenShift release jobs and presubmits, then export portable issue handoffs.
openshift-eng/ai-helpers
Fetch and address all PR review comments — categorize by priority, make code changes, post replies, and push.
openshift-eng/ai-helpers
Categorize Jira issues into Red Hat Sankey Activity Type categories using MCP Jira tools.
openshift-eng/ai-helpers
Decide whether a GitHub PR has unanswered authorized review comments or new required CI failures worth a follow-up agent.
openshift-eng/ai-helpers
Analyze OpenShift must-gather diagnostic data including cluster operators, pods, nodes, and network components.
openshift-eng/ai-helpers
Schema for the autodl JSON data file produced by payload-analysis for database ingestion — you must use this skill whenever generating the autodl JSON file
A skill your agent uses when you need to deploy HyperShift clusters on OpenStack infrastructure with proper flavor selection and network configuration. Hcp Create Openstack is an agent skill from openshift-eng/ai-helpers.
Hcp Create Openstack fits situations like: you need to deploy HyperShift clusters on OpenStack infrastructure with proper flavor selection and network configuration.
Run `npx skills add openshift-eng/ai-helpers --skill hcp-create-openstack -a claude-code`. Or copy the skill folder (plugins/hcp/skills/hcp-create-openstack in openshift-eng/ai-helpers) into .claude/skills/hcp-create-openstack in your project. Claude Code loads it when a task matches its description.
Run `npx skills add openshift-eng/ai-helpers --skill hcp-create-openstack -a codex`. Or copy the skill folder (plugins/hcp/skills/hcp-create-openstack in openshift-eng/ai-helpers) into .agents/skills/hcp-create-openstack in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add openshift-eng/ai-helpers --skill hcp-create-openstack -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/hcp-create-openstack, .gemini/skills/hcp-create-openstack, .github/skills/hcp-create-openstack and .opencode/skills/hcp-create-openstack in your project.
SKILL.md names no scripts, command-line tools or credentials: Hcp Create Openstack is instructions for the agent only.
SKILL.md names 2 domains. As links in the text: docs.openstack.org and hypershift.openshift.io. This is read from the text; nothing was executed.
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.
Hcp Create Openstack is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 760 tokens (SKILL.md is roughly 3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Hcp Create Openstack: Vector Cluster (ruvnet/ruflo, 74k stars), SEO Keyword Clustering (AgriciDaniel/claude-seo, 18k stars), GPU Cluster Evaluation (stas00/ml-engineering, 19k stars) and Gke Cluster Autoscaler (google/skills, 21k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
openshift-eng (a GitHub organization) maintains it in openshift-eng/ai-helpers, which has 120 GitHub stars. The repository holds 118 skills in this directory. The repository was last updated on October 6, 2026.
Source: openshift-eng/ai-helpers on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.