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 IBM Cloud PowerVS with proper processor configuration and resource management
$ npx skills add openshift-eng/ai-helpers --skill hcp-create-powervs -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install openshift-eng/ai-helpers hcp-create-powervs --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-powervs .claude/skills/hcp-create-powervs && 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-powervs" agent skill from https://github.com/openshift-eng/ai-helpers/tree/main/plugins/hcp/skills/hcp-create-powervs into .claude/skills/hcp-create-powervs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hcp-create-powervs", 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-powervsType 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-powervs -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install openshift-eng/ai-helpers hcp-create-powervs --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-powervs .agents/skills/hcp-create-powervs && 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-powervs" agent skill from https://github.com/openshift-eng/ai-helpers/tree/main/plugins/hcp/skills/hcp-create-powervs into .agents/skills/hcp-create-powervs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hcp-create-powervs", 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-powervs -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install openshift-eng/ai-helpers hcp-create-powervs --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-powervs .cursor/skills/hcp-create-powervs && 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-powervs" agent skill from https://github.com/openshift-eng/ai-helpers/tree/main/plugins/hcp/skills/hcp-create-powervs into .cursor/skills/hcp-create-powervs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hcp-create-powervs", 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-powervs--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-powervs -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install openshift-eng/ai-helpers hcp-create-powervs --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-powervs .gemini/skills/hcp-create-powervs && 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-powervs" agent skill from https://github.com/openshift-eng/ai-helpers/tree/main/plugins/hcp/skills/hcp-create-powervs into .gemini/skills/hcp-create-powervs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hcp-create-powervs", 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-powervsInstalls 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-powervs -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-powervs .github/skills/hcp-create-powervs && 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-powervs" agent skill from https://github.com/openshift-eng/ai-helpers/tree/main/plugins/hcp/skills/hcp-create-powervs into .github/skills/hcp-create-powervs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hcp-create-powervs", 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-powervs -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-powervs --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-powervs .opencode/skills/hcp-create-powervs && 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-powervs" agent skill from https://github.com/openshift-eng/ai-helpers/tree/main/plugins/hcp/skills/hcp-create-powervs into .opencode/skills/hcp-create-powervs/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hcp-create-powervs", 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-powervsA skill your agent uses when you need to deploy HyperShift clusters on IBM Cloud PowerVS with proper processor configuration and resource management
Hcp Create Powervs is an agent skill from openshift-eng/ai-helpers. Use this skill when you need to deploy HyperShift clusters on IBM Cloud PowerVS with proper processor configuration and resource management
Its SKILL.md is about 1000 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):
cloud.ibm.comhypershift.openshift.ioFrom URLs in SKILL.md, links to its own repository left out.
Names these keys or tokens, usually read from environment variables:
IBMCLOUD_API_KEYIBMCLOUD_CREDENTIALSFrom names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Hcp Create Powervs loads about 995 tokens when it runs. Until then it costs about 40 tokens; SKILL.md has 177 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). 177 words, ~995 tokens.
.claude/skills/hcp-create-powervs/SKILL.md (or your agent's skills folder).This skill provides implementation guidance for creating HyperShift clusters on IBM Cloud PowerVS, handling PowerVS-specific requirements including IBM Cloud API keys, processor types, and resource group management.
This skill is automatically invoked by the /hcp:generate powervs command to guide the PowerVS provider cluster creation process.
Required Parameters:
IBM Cloud Authentication
🔹 **IBM Cloud API Key**: Configure IBM Cloud authentication
- Set IBMCLOUD_API_KEY environment variable, OR
- Provide IBMCLOUD_CREDENTIALS file pathResource Group
🔹 **Resource Group**: IBM Cloud resource group name?
- Must exist in your IBM Cloud account
- Example: default, hypershift-rgRegion Configuration
🔹 **Region**: IBM Cloud region?
[default: us-south]
🔹 **Zone**: Availability zone?
[default: us-south]Processor Configuration
🔹 **Memory**: Memory allocation per instance?
[default: 32GB]
🔹 **Processors**: Number of processors?
[default: 0.5]
🔹 **Processor Type**: Processor type?
- shared (default) - Shared processor pool
- dedicated - Dedicated processors
- capped - Capped shared processorsStandard Configuration:
hypershift create cluster powervs \
--name powervs-cluster \
--namespace powervs-cluster-ns \
--region us-south \
--zone us-south \
--resource-group default \
--base-domain example.com \
--pull-secret /path/to/pull-secret.json \
--release-image quay.io/openshift-release-dev/ocp-release:4.18.0-multi \
--memory 32GB \
--processors 0.5 \
--proc-type shared \
--sys-type s922 \
--vpc-region us-southHigh-Performance Configuration:
hypershift create cluster powervs \
--name powervs-prod \
--namespace powervs-prod-ns \
--region us-south \
--zone us-south \
--resource-group production-rg \
--base-domain clusters.company.com \
--pull-secret /path/to/pull-secret.json \
--release-image quay.io/openshift-release-dev/ocp-release:4.18.0-multi \
--memory 64GB \
--processors 2.0 \
--proc-type dedicated \
--sys-type s922 \
--vpc-region us-southIBM Cloud API key not configured or invalid.
Configure authentication:
export IBMCLOUD_API_KEY="your-api-key"
Or verify existing configuration:
ibmcloud auth listResource group "hypershift-rg" not found.
List available resource groups:
ibmcloud resource groups
Create new resource group:
ibmcloud resource group-create hypershift-rgZone "us-south-3" not available for PowerVS.
Available zones in us-south:
ibmcloud pi service-list
Choose appropriate zone for your region.© 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-powervs of openshift-eng/ai-helpers.
Open the folder on GitHubat commit a627176
Hcp Create Powervs 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 Powervs this skillopenshift-eng/ai-helpers | 120 | — | ~995 | Automated safety check: Pass | Apache-2.0 | |
| Vector Clusterruvnet/ruflo | 74k | — | ~540 | Automated safety check: Notes | MIT | |
| Ibm A11y Level1 Auditlangflow-ai/langflow | 155k | — | ~2.4k | Automated safety check: Pass | MIT | |
| Exploring LLM ClustersPostHog/posthog | 40k | — | ~3.1k | Automated safety check: Pass | Custom licence | |
| Ibm A11y Testing Guidelangflow-ai/langflow | 155k | — | ~4.6k | Automated safety check: Pass | MIT | |
| Ibm A11y PR Remediationlangflow-ai/langflow | 155k | — | ~2k | Automated safety check: Pass | MIT |
ruvnet/ruflo
Cluster code by graph community detection via npx ruvector@0.2.25 hooks graph-cluster (spectral / Louvain)
langflow-ai/langflow
Perform a scoped IBM Equal Access Level 1 compliance audit of a chosen Langflow frontend surface (routes, components, or a PR) and produce a findings report mapped to WCAG/IBM Level 1 criteria.
PostHog/posthog
Investigate AI observability clusters — understand usage patterns in AI/LLM traffic, compare cluster behavior, compute cost/latency metrics, and drill into individual traces within clusters.
langflow-ai/langflow
Reference guide for writing and running Langflow frontend accessibility tests with axe (Jest) and IBM Equal Access (Playwright page.runA11yScan).
langflow-ai/langflow
Scan every frontend surface touched by the current PR/branch for IBM Equal Access Level 1 accessibility issues and fix all in-scope violations by default.
langflow-ai/langflow
Batch-scan Langflow frontend routes for accessibility issues using the Python IBM Equal Access scanner (scripts/a11y/a11yscan.py) and produce JSON/Markdown/HTML reports.
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 IBM Cloud PowerVS with proper processor configuration and resource management. Hcp Create Powervs is an agent skill from openshift-eng/ai-helpers.
Hcp Create Powervs fits situations like: you need to deploy HyperShift clusters on IBM Cloud PowerVS with proper processor configuration and resource management.
Run `npx skills add openshift-eng/ai-helpers --skill hcp-create-powervs -a claude-code`. Or copy the skill folder (plugins/hcp/skills/hcp-create-powervs in openshift-eng/ai-helpers) into .claude/skills/hcp-create-powervs in your project. Claude Code loads it when a task matches its description.
Run `npx skills add openshift-eng/ai-helpers --skill hcp-create-powervs -a codex`. Or copy the skill folder (plugins/hcp/skills/hcp-create-powervs in openshift-eng/ai-helpers) into .agents/skills/hcp-create-powervs 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-powervs -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-powervs, .gemini/skills/hcp-create-powervs, .github/skills/hcp-create-powervs and .opencode/skills/hcp-create-powervs in your project.
Going by SKILL.md and its folder, Hcp Create Powervs needs credentials named IBMCLOUD_API_KEY and IBMCLOUD_CREDENTIALS. Our summary lists: A credential in IBMCLOUD_API_KEY.
SKILL.md names 2 domains. As links in the text: cloud.ibm.com 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 Powervs 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 995 tokens (SKILL.md is roughly 4k 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 Powervs: Vector Cluster (ruvnet/ruflo, 74k stars), Ibm A11y Level1 Audit (langflow-ai/langflow, 155k stars), Exploring LLM Clusters (PostHog/posthog, 40k stars) and Ibm A11y Testing Guide (langflow-ai/langflow, 155k 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.