Repository
openshift-eng/ai-helpers agent skills
- skills
- 118
- GitHub stars
- 120
GitHub description: “Developer productivity tools for Claude Code & other AI assistants”
- Stars
- 120 (319 forks)
- Licence
- Apache-2.0
- Last push
- Oct 2026
- Created
- Oct 2025
Install all skills
npx skills add openshift-eng/ai-helpersAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in openshift-eng/ai-helpers, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Find and independently validate actionable reliability defects across OpenShift release jobs and presubmits, then export portable issue handoffs. | openshift-eng/ | 120 | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 2 | Fetch and address all PR review comments — categorize by priority, make code changes, post replies, and push. | openshift-eng/ | 120 | — | ~2.9k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 3 | Categorize Jira issues into Red Hat Sankey Activity Type categories using MCP Jira tools. | openshift-eng/ | 120 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 4 | Decide whether a GitHub PR has unanswered authorized review comments or new required CI failures worth a follow-up agent. | openshift-eng/ | 120 | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 5 | Analyze OpenShift must-gather diagnostic data including cluster operators, pods, nodes, and network components. | openshift-eng/ | 120 | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 6 | 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 | openshift-eng/ | 120 | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 7 | State management for agentic payload triage actions — you must use this skill whenever reading or writing the payload results YAML file | openshift-eng/ | 120 | — | ~3.7k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 8 | Capture before/after screenshots of OpenShift Console PRs running against a live cluster using Puppeteer, generate visual diff comparisons, and post evidence to the PR. | openshift-eng/ | 120 | — | ~3.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 9 | Full Go CVE analysis workflow. An agent skill from openshift-eng/ai-helpers. | openshift-eng/ | 120 | — | ~2k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 10 | 10.Deep Review A skill your agent uses when a deeper level of code review is requested. | openshift-eng/ | 120 | — | ~3.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 11 | Generate a comprehensive manual testing guide from a Jira issue, GitHub PR URLs, or both. | openshift-eng/ | 120 | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 12 | 12.Review Docs Review agentic documentation by verifying local claims against source code and cross-repository claims against available authoritative resources. | openshift-eng/ | 120 | — | ~6.6k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 13 | Triage and fix PR CI failures caused by the PR's own changes. | openshift-eng/ | 120 | — | ~3.1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 14 | A skill your agent uses when analyzing BigQuery usage patterns, costs, and query performance for a GCP project | openshift-eng/ | 120 | — | ~2.7k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 15 | 15.Autodl A skill your agent uses when querying auto-collected CI data from test runs in BigQuery (cidataautodl dataset) including risk analysis, disruption, CPU metrics, audit logs, operator state, and retry… | openshift-eng/ | 120 | — | ~2.9k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 16 | 16.Backport A skill your agent uses when someone asks to backport or cherry-pick a PR to release branches of an openshift/ repository. | openshift-eng/ | 120 | — | ~819 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 17 | A skill your agent uses for Component Readiness triage duty - holistically analyze and triage all untriaged regressions for a set of components in a view, clustering them into root-cause buckets | openshift-eng/ | 120 | — | ~17k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 18 | A skill your agent uses when monitoring CHAI presubmit agent decisions in BigQuery to analyze the breakdown of override, retest, and report-only actions on PR presubmit failures and estimate CI cost… | openshift-eng/ | 120 | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 19 | 19.Check Gates Repeatedly validate and fix a Jira implementation until tests, lint, builds, requirements, production readiness, and repository cleanliness all pass. | openshift-eng/ | 120 | — | ~818 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 20 | Check CI status on a GitHub PR and detect new failures. An agent skill from openshift-eng/ai-helpers. | openshift-eng/ | 120 | — | ~885 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 21 | 21.Cherry Pick A skill your agent uses when the coordinator dispatches a BACKPORT BRIEF for a single branch. | openshift-eng/ | 120 | — | ~579 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 22 | Classify GitHub PR review comments by severity and topic. An agent skill from openshift-eng/ai-helpers. | openshift-eng/ | 120 | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 23 | A skill your agent uses when checking a repository's .coderabbit.yaml (or .coderabbit.yml) to determine whether inheritance: true is set | openshift-eng/ | 120 | — | ~499 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 24 | 24.Create PR Push a completed clean feature branch and create a pull request for a Jira issue. | openshift-eng/ | 120 | — | ~949 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 25 | Fetch new review comments from a GitHub PR, filtered to trusted users (org members + allowed bots). | openshift-eng/ | 120 | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 26 | A skill your agent uses when checking what's blocking a PR from merging in OpenShift CI — evaluates Tide merge requirements, required/forbidden labels, and required job statuses. | openshift-eng/ | 120 | — | ~626 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 27 | 27.Fix Cve Patch a Go dependency to fix a CVE using the appropriate strategy based on Go version compatibility. | openshift-eng/ | 120 | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 28 | 28.Foundations A skill your agent uses when executing any BigQuery CI data query — provides the shared safety protocol, cost controls, bq CLI patterns, and caching workflow | openshift-eng/ | 120 | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 29 | A skill your agent uses when you need to generate OKD/SCOS ci-operator configuration YAML files from ART ocp-build-data. | openshift-eng/ | 120 | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 30 | Generate an AI SBOM declaration for a PR description. An agent skill from openshift-eng/ai-helpers. | openshift-eng/ | 120 | — | ~874 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 31 | Apply conventional commit formatting rules. An agent skill from openshift-eng/ai-helpers. | openshift-eng/ | 120 | — | ~915 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 32 | A skill your agent uses when you need to deploy HyperShift clusters on bare metal, edge environments, or disconnected infrastructures using pre-provisioned agents | openshift-eng/ | 120 | — | ~3.7k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 33 | A skill your agent uses when you need to deploy HyperShift clusters on AWS infrastructure with proper STS credentials, IAM roles, and VPC configuration | openshift-eng/ | 120 | — | ~4.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 34 | A skill your agent uses when you need to deploy HyperShift clusters on Microsoft Azure with proper identity configuration and resource management | openshift-eng/ | 120 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 35 | A skill your agent uses when you need to deploy HyperShift clusters on existing Kubernetes clusters using KubeVirt virtualization | openshift-eng/ | 120 | — | ~4.4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 36 | A skill your agent uses when you need to deploy HyperShift clusters on OpenStack infrastructure with proper flavor selection and network configuration | openshift-eng/ | 120 | — | ~760 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 37 | A skill your agent uses when you need to deploy HyperShift clusters on IBM Cloud PowerVS with proper processor configuration and resource management | openshift-eng/ | 120 | — | ~995 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 38 | A skill your agent uses when resolving which GitHub repository to clone for CVE analysis from a container image name in a Jira ticket summary, pscomponent label, or Downstream Component Name field. | openshift-eng/ | 120 | — | ~4.5k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 39 | 39.Implement Implement a scoped Jira requirement or apply local pre-commit review findings. | openshift-eng/ | 120 | — | ~746 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 40 | A skill your agent uses when /compliance:analyze-cve is invoked with --jira= or --jql= and needs the CVE ID, image name, branch, and enriched ticket context from a Jira issue. | openshift-eng/ | 120 | — | ~3.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 41 | 41.Jira Solve Orchestrate the appropriate implementation, review, validation, and PR-building skills for a Jira issue. | openshift-eng/ | 120 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 42 | A skill your agent uses when querying OpenShift CI prow job runs and junit test results in BigQuery (cianalysisus dataset) with deduplication, variant joins, and infrastructure failure filtering | openshift-eng/ | 120 | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 43 | A skill your agent uses when the user asks about or needs help with Kubernetes (k8s), OpenShift (OCP), or Operator Lifecycle Manager (OLM) v0 or v1, including debugging resources, developing or… | openshift-eng/ | 120 | — | ~4.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 44 | 44.Native Fips Configure Go projects to use Go's native FIPS 140 module instead of openssl-based FIPS. | openshift-eng/ | 120 | — | ~2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 45 | Analyze Open vSwitch data from sosreport. An agent skill from openshift-eng/ai-helpers. | openshift-eng/ | 120 | — | ~2.8k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 46 | Review staged and unstaged changes before committing. An agent skill from openshift-eng/ai-helpers. | openshift-eng/ | 120 | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 47 | Check whether a Jira issue is well-groomed and ready for /jira:solve | openshift-eng/ | 120 | — | ~3.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 48 | A skill your agent uses when posting a completed CVE analysis report or PR follow-up as a Jira comment on the source ticket from /compliance:analyze-cve. | openshift-eng/ | 120 | — | ~4.1k | Automated safety check: Pass | Apache-2.0 | yesterday |
Questions, answered from the data.
What is the best skill in openshift-eng/ai-helpers?
Investigate CI Reliability from openshift-eng/ai-helpers ranks first of the 118 skills in openshift-eng/ai-helpers listed here, with the highest score: its repository has 120 GitHub stars, its SKILL.md loads about 1.9k tokens and it passes the automated safety check with no findings. Next come Address Review PR and Categorize Activity Types.
Are the skills in openshift-eng/ai-helpers official?
None yet. All 118 skills in openshift-eng/ai-helpers listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from openshift-eng/ai-helpers?
Run npx skills add openshift-eng/ai-helpers in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.