registry.yaml

# opendatahub-io Skills Registry
# Source of truth for all skills and plugins across the org.
# marketplace.json is generated from this file — do not edit it directly.

name: opendatahub-skills
description: >
  Skills and plugins for AI-assisted software engineering workflows,
  developed by the opendatahub-io team.
owner:
  name: opendatahub-io

categories:
  evaluation:
    name: Evaluation & Testing
    description: Skills for evaluating and testing AI agent skills
  code-quality:
    name: Code Quality
    description: Code review, linting, and quality enforcement
  documentation:
    name: Documentation
    description: Skills for generating and maintaining documentation
  devops:
    name: DevOps & CI/CD
    description: Skills for deployment, CI/CD, and infrastructure
  security:
    name: Security Review
    description: Security analysis, threat modeling, and compliance review
  development-tools:
    name: Development Tools
    description: Developer productivity tools for packaging, CI/CD debugging, and workflow automation
  planning:
    name: Product Planning
    description: Skills for requirements, RFEs, and product strategy

plugins:

  - name: rfe-creator
    description: >
      Claude Code skills for creating, reviewing, and submitting RFEs
      to the RHAIRFE Jira project. Provides an automated pipeline from
      initial creation through review, splitting, and submission, plus
      strategy refinement skills.
    version: "0.1.0"
    category: planning
    tags: [rfe, jira, review, strategy, pipeline]
    author:
      name: jwforres
    source:
      type: github
      repo: opendatahub-io/rfe-creator
      ref: main
    strict: false
    skills_dir: .claude/skills
    homepage: https://github.com/opendatahub-io/rfe-creator
    repository: https://github.com/opendatahub-io/rfe-creator
    skills:
      - name: rfe.create
        description: Generate new RFEs from problem statements
        user-invocable: true
      - name: rfe.review
        description: Score and improve RFEs with auto-revision
        user-invocable: true
      - name: rfe.split
        description: Decompose oversized RFEs into appropriately-scoped pieces
        user-invocable: true
      - name: rfe.submit
        description: Push RFEs to Jira
        user-invocable: true
      - name: rfe.speedrun
        description: Execute the full RFE pipeline end-to-end
        user-invocable: true
      - name: rfe.auto-fix
        description: Batch review, revise, and split operations
        user-invocable: true
      - name: strat.create
        description: Create strategy documents
        user-invocable: true
      - name: strat.refine
        description: Refine strategy documents
        user-invocable: true
      - name: strat.review
        description: Review strategy documents
        user-invocable: true
      - name: strat.prioritize
        description: Prioritize strategy items
        user-invocable: true
      - name: rfe-creator.update-deps
        description: Update vendored dependencies
        user-invocable: true
      - name: architecture-review
        description: Architecture review skill
        user-invocable: true
      - name: feasibility-review
        description: Feasibility review skill
        user-invocable: true
      - name: rfe-feasibility-review
        description: RFE feasibility review
        user-invocable: true
      - name: scope-review
        description: Scope review skill
        user-invocable: true
      - name: testability-review
        description: Testability review skill
        user-invocable: true
    harnesses:
      claude-code:
        install: "/plugin install rfe-creator@opendatahub-skills"
    python:
      package: rfe-creator
      requires_python: ">=3.11"
    depends_on: [assess-rfe]

  - name: assess-rfe
    description: >
      Assess RFEs against quality criteria using a structured rubric.
    version: "1.0.0"
    category: evaluation
    tags: [rfe, rubric, quality, assessment]
    author:
      name: Jason Greene
    source:
      type: github
      repo: n1hility/assess-rfe
      ref: main
    homepage: https://github.com/n1hility/assess-rfe
    repository: https://github.com/n1hility/assess-rfe
    skills:
      - name: assess-rfe
        description: Assess RFEs against quality criteria using a structured rubric
        user-invocable: true
      - name: export-rubric
        description: Export the assessment rubric
        user-invocable: true
    harnesses:
      claude-code:
        install: "/plugin install assess-rfe@opendatahub-skills"
    depends_on: []

  - name: rhoai-security-reviewer
    description: >
      Consensus-based security review for RHOAI strategy documents (STRATs).
      An orchestrator spawns three independent reviewers to identify security
      risks, then synthesizes findings with confidence tagging based on
      cross-reviewer agreement. Covers 39 catalog patterns across auth,
      data protection, cryptographic compliance, network security, supply
      chain, and infrastructure.
    version: "0.1.0"
    category: security
    tags: [security, review, strat, threat-modeling, fips, compliance, consensus]
    author:
      name: jctanner
    source:
      type: github
      repo: jctanner/ai-first-pipeline
      ref: main
    strict: false
    skills_dir: .claude/skills
    homepage: https://github.com/jctanner/ai-first-pipeline
    repository: https://github.com/jctanner/ai-first-pipeline
    skills:
      - name: strat-security-review
        description: >
          Multi-reviewer consensus orchestrator for security review of STRAT
          documents. Extracts threat surfaces, spawns three independent
          security-reviewer instances, synthesizes findings with confidence
          levels, and produces a final verdict (PASS/CONCERNS/FAIL).
        user-invocable: true
      - name: security-reviewer
        description: >
          Individual security reviewer that assesses RHOAI strategy documents
          against 39 catalog patterns covering authentication, data protection,
          cryptographic compliance, network security, supply chain, and
          infrastructure. Uses a two-phase discovery-then-filter approach with
          severity classification.
        user-invocable: true
    harnesses:
      claude-code:
        install: "/plugin install rhoai-security-reviewer@opendatahub-skills"
    depends_on: []

  - name: test-plan
    description: >
      End-to-end test planning workflow for RHOAI: generate test plans from
      strategies, create test cases, implement executable automation code, verify
      UI tests against live clusters via Playwright, publish to GitHub with PR
      creation, resolve review feedback, and score quality with automated rubrics
      using parallel sub-agent analysis.
    version: "1.0.0"
    category: evaluation
    tags: [test-plan, test-cases, quality, strategy, review, scoring, automation, playwright, ui-testing]
    author:
      name: Federico Mosca
    source:
      type: github
      repo: opendatahub-io/odh-test-gen
      ref: main
    homepage: https://github.com/opendatahub-io/odh-test-gen
    repository: https://github.com/opendatahub-io/odh-test-gen
    skills:
      - name: test-plan-create
        description: Generate a test plan from a strategy
        user-invocable: true
      - name: test-plan-create-cases
        description: Generate test case files from a test plan
        user-invocable: true
      - name: test-plan-update
        description: Update test plan with new docs (ADR, API specs), re-analyze, bump version
        user-invocable: true
      - name: test-plan-case-implement
        description: Generate executable test automation code from TC specifications with intelligent placement
        user-invocable: true
      - name: test-plan-ui-verify
        description: Verify UI test cases from a PR against a live ODH/RHOAI cluster via Playwright; supports upgrade testing workflow
        user-invocable: true
      - name: test-plan-publish
        description: Publish test plan artifacts to GitHub with PR creation
        user-invocable: true
      - name: test-plan-resolve-feedback
        description: Assess and resolve PR review comments on test plans
        user-invocable: true
      - name: test-plan-score
        description: Score test plan quality using rubric without auto-revision
        user-invocable: true
      - name: test-plan-analyze-endpoints
        description: Extract scope and API endpoints
        user-invocable: false
      - name: test-plan-analyze-risks
        description: Determine test levels, priorities, NFRs, and risks
        user-invocable: false
      - name: test-plan-analyze-infra
        description: Identify environment and infrastructure needs
        user-invocable: false
      - name: test-plan-merge
        description: Intelligently merge new analyzer findings into existing test plan
        user-invocable: false
      - name: test-plan-resolve-gaps
        description: Cross-reference gaps with new findings to determine what's resolved
        user-invocable: false
      - name: test-plan-analyze-placement
        description: Analyze test cases and recommend placement (component repo vs downstream)
        user-invocable: false
      - name: test-plan-review
        description: Review test plan with 5-criteria rubric and auto-revision
        user-invocable: false
      - name: test-plan-generate-test-file
        description: Generate complete test file with all functions, quality scoring and auto-revision
        user-invocable: false
      - name: test-plan-score-test-function
        description: Score generated test function code using 5-criteria quality rubric
        user-invocable: false
    harnesses:
      claude-code:
        install: "/plugin install test-plan@opendatahub-skills"
    python:
      package: test-plan
      requires_python: ">=3.10"
    depends_on: []

  - name: quality-tooling
    description: >
      Quality tooling and automation for RHOAI component development.
      Includes automated repository analysis, build validation, and test pattern extraction.
    version: "1.0.0"
    category: evaluation
    tags: [quality, testing, ci-cd, build-validation, analysis]
    author:
      name: Anthony Coughlin
    source:
      type: github
      repo: antowaddle/Red-Hat-Quality-Tiger-Team
      ref: main
    strict: false
    skills_dir: .claude/skills
    homepage: https://github.com/antowaddle/Red-Hat-Quality-Tiger-Team
    repository: https://github.com/antowaddle/Red-Hat-Quality-Tiger-Team
    skills:
      - name: quality-repo-analysis
        description: Automated analysis tool that evaluates CI/CD, testing, security, and best practices against gold standards
        user-invocable: true
      - name: konflux-build-simulator
        description: Generate GitHub Actions workflows that simulate Konflux builds at PR time to catch failures before merge
        user-invocable: true
      - name: test-rules-generator
        description: Extract test patterns from existing tests and generate .claude/rules/ documentation for consistency
        user-invocable: true
      - name: historical-bug-coverage
        description: Analyzes historical blocking and critical bugs from Jira, determines what test coverage exists today with deep test inspection and confidence scoring, and generates standalone HTML reports
        user-invocable: true
      - name: risk-assessment
        description: Analyze PR for risk, test coverage, architecture impact, and cross-repo intelligence
        user-invocable: true

  - name: odh-ai-helpers
    description: >
      Developer productivity tools for Python packaging, CI/CD debugging,
      and workflow automation. Includes skills for analyzing package build
      complexity, resolving dependencies, finding licenses, debugging
      GitLab pipelines, reviewing ADRs, and more.
    version: "0.1.0"
    category: development-tools
    tags: [python-packaging, licensing, dependencies, gitlab, jira, adr, git, automation]
    author:
      name: opendatahub-io
    license: Apache-2.0
    source:
      type: github
      repo: opendatahub-io/ai-helpers
      ref: main
    strict: false
    skills_dir: helpers/skills
    agents_dir: helpers/agents
    homepage: https://github.com/opendatahub-io/ai-helpers
    repository: https://github.com/opendatahub-io/ai-helpers
    skills:
      - name: adr-review
        description: Review an Architectural Decision Record (ADR) using a team of specialist reviewer subagents and produce a consolidated report
        user-invocable: true
      - name: gitlab-pipeline-debugger
        description: Debug and monitor GitLab CI/CD pipelines for merge requests, check pipeline status, view job logs, and troubleshoot CI failures
        user-invocable: true
      - name: git-shallow-clone
        description: Perform a shallow clone of a Git repository to a temporary location
        user-invocable: true
      - name: jira-upload-chat-log
        description: Export and upload the current chat conversation as a markdown file attachment to a Jira ticket
        user-invocable: true
      - name: python-full-deps
        description: Resolve the full install-time dependency tree for a Python package with environment markers
        user-invocable: true
      - name: python-packaging-bug-finder
        description: Find known packaging bugs, fixes, and workarounds for Python projects by searching GitHub issues
        user-invocable: true
      - name: python-packaging-complexity
        description: Analyze Python package build complexity by inspecting PyPI metadata, compilation requirements, and distribution types
        user-invocable: true
      - name: python-packaging-env-finder
        description: Investigate environment variables that can be set when building Python wheels for a given project
        user-invocable: true
      - name: python-packaging-license-checker
        description: Check whether a Python package license is compatible with redistribution in Red Hat products
        user-invocable: true
      - name: python-packaging-license-finder
        description: Deterministically find license information for Python packages by checking PyPI metadata and Git repository LICENSE files
        user-invocable: true
      - name: python-packaging-source-finder
        description: Locate source code repositories for Python packages by analyzing PyPI metadata and project URLs
        user-invocable: true
      - name: vllm-backport-fetch-prs
        description: Fetch merged bugfix PRs from upstream vLLM within a configurable date window using GitHub CLI
        user-invocable: true
      - name: vllm-backport-classify
        description: Classify PRs by backport relevance using labels, title patterns, and file-existence heuristics
        user-invocable: true
      - name: vllm-backport-check-backported
        description: Check if PRs are already cherry-picked in a downstream release branch via SHA and title matching
        user-invocable: true
      - name: vllm-backport-score-rank
        description: Score and rank backport candidates by severity, scope, and risk using a deterministic composite score
        user-invocable: true
      - name: vllm-backport-push-report
        description: Push triage report to a GitHub repository with timestamped directory structure
        user-invocable: true
      - name: vllm-backport-cherry-pick
        description: Attempt automatic cherry-pick of clean backport candidates to a downstream release branch
        user-invocable: true
      - name: vllm-compare-reqs
        description: Compare Python requirements between upstream vLLM and a downstream fork to identify version mismatches and missing packages
        user-invocable: true
      - name: vllm-slack-summary
        description: Generate a concise Slack-formatted summary of vLLM backport triage results
        user-invocable: true
    agents:
      - name: python-packaging-investigator
        description: Investigates Python package repositories to analyze build systems, dependencies, and packaging complexity
    harnesses:
      claude-code:
        install: "/plugin install odh-ai-helpers@opendatahub-skills"
    depends_on: []

  - name: agent-eval-harness
    description: >
      Generic agentic evaluation for skills and agents.
      Provides end-to-end skills to analyze, test, score, review, and
      iteratively improve agent skills with MLflow support for experiment tracking,
      tracing, and reporting. Schema-driven evaluation via eval.yaml with
      support for inline, LLM-based, and external judges.
    version: "0.1.0"
    category: evaluation
    tags: [evaluation, testing, skills, agents, mlflow, optimization, scoring]
    author:
      name: Antonin Stefanutti
    source:
      type: github
      repo: opendatahub-io/agent-eval-harness
      ref: main
    homepage: https://github.com/opendatahub-io/agent-eval-harness
    repository: https://github.com/opendatahub-io/agent-eval-harness
    skills:
      - name: eval-setup
        description: One-time environment setup for evaluation (dependencies, MLflow, API keys)
        user-invocable: true
      - name: eval-analyze
        description: Deep-read a target skill and generate eval.yaml configuration with dataset schemas and judges
        user-invocable: true
      - name: eval-dataset
        description: Generate realistic test cases from eval.yaml schema (bootstrap, expand, from-traces)
        user-invocable: true
      - name: eval-run
        description: Execute skill against test cases, collect artifacts, run judges, and detect regressions
        user-invocable: true
      - name: eval-review
        description: Human-in-the-loop review of scores and outputs with qualitative feedback collection
        user-invocable: true
      - name: eval-mlflow
        description: Bidirectional MLflow sync for results, datasets, and feedback
        user-invocable: true
      - name: eval-optimize
        description: Automated improvement loop that identifies failures, edits SKILL.md, and re-runs with regression checks
        user-invocable: true
    harnesses:
      claude-code:
        install: "/plugin install agent-eval-harness@opendatahub-skills"
    python:
      package: agent-eval-harness
      requires_python: ">=3.11"
    depends_on: []

  - name: knowledge-skills
    description: >
      Autonomous knowledge management skills for keeping AI context files
      (CLAUDE.md, AGENTS.md) up to date. Scans merged PRs, extracts relevant
      knowledge using parallel agents, and proposes updates as a git-apply-able
      patch for human review. Supports GitHub and GitLab.
    version: "0.1.0"
    category: documentation
    tags: [knowledge, context, claude-md, agents-md, pr-analysis, automation]
    author:
      name: opendatahub-io
    license: Apache-2.0
    source:
      type: github
      repo: opendatahub-io/knowledge-skills
      ref: main
    homepage: https://github.com/opendatahub-io/knowledge-skills
    repository: https://github.com/opendatahub-io/knowledge-skills
    skills:
      - name: knowledge.repo
        description: Scan merged PRs and propose updates to AI context files (CLAUDE.md, AGENTS.md) as a git-apply-able patch
        user-invocable: true
    harnesses:
      claude-code:
        install: "/plugin install knowledge-skills@opendatahub-skills"
    depends_on: []

  - name: autofix-skills
    description: >
      Claude Code plugin for the Jira autofix pipeline. Provides orchestrator
      skills, agent prompt files, and deterministic Python scripts for automated
      bug fixing, CVE remediation, and ticket triage. Designed to run inside
      a Claude Code container as part of a CI pipeline.
    version: "0.1.0"
    category: development-tools
    tags: [autofix, jira, cve, bug-fixing, triage, pipeline, ci-cd]
    author:
      name: opendatahub-io
    license: Apache-2.0
    source:
      type: github
      repo: opendatahub-io/autofix-skills
      ref: main
    homepage: https://github.com/opendatahub-io/autofix-skills
    repository: https://github.com/opendatahub-io/autofix-skills
    skills:
      - name: autofix-resolve
        description: Orchestrate end-to-end bug fixing via implement and review agent loop (max 3 iterations)
        user-invocable: true
      - name: autofix-cve-resolve
        description: CVE remediation across multiple repos with state-machine dispatch
        user-invocable: true
      - name: autofix-triage
        description: Assess bug tickets for AI autofix readiness (ready/needs_info/not_fixable)
        user-invocable: true
      - name: autofix-research
        description: Investigate spike tickets with no associated repository
        user-invocable: true
    harnesses:
      claude-code:
        install: "/plugin install autofix-skills@opendatahub-skills"
    depends_on: []

  - name: meeting-quality-skills
    description: >
      Pre-meeting skills for improving meeting quality by checking shared update docs,
      identifying missing async updates, and helping organizers focus meetings on items
      that actually need discussion.
    version: "0.1.0"
    category: planning
    tags: [meeting, google-workspace, agenda, async-updates, productivity]
    author:
      name: Arjay Hinek
    license: Apache-2.0
    source:
      type: github
      repo: ahinek/meeting-quality-skills
      ref: f39c944a31cad1ec6d57360f56ef28f04dd0ad78
    homepage: https://github.com/ahinek/meeting-quality-skills
    repository: https://github.com/ahinek/meeting-quality-skills
    skills:
      - name: meeting-async-update-check
        description: Check a shared update doc and identify attendees missing async updates before a status meeting
        user-invocable: true
      - name: meeting-risk-agenda
        description: Analyze pre-meeting updates and generate a risk-focused agenda by identifying blocked and at-risk items
        user-invocable: true
    harnesses:
      claude-code:
        install: "/plugin install meeting-quality-skills@opendatahub-skills"
      generic:
        skill_format: markdown
        skill_dir: skills/
        entry_point: "skills/{skill_name}/SKILL.md"
    depends_on: []

  - name: disconnected-readiness-scorer
    description: >
      Score a repository's readiness for disconnected / air-gapped OpenShift
      deployments. Scans for image manifest completeness, digest enforcement,
      runtime egress, and Python dependency validation. Supports automatic
      detection of image management patterns (env var vs static CSV) and
      cross-references against the opendatahub-operator manifest.
    version: "0.1.0"
    category: devops
    tags: [disconnected, air-gap, openshift, image-mirroring, readiness, scoring]
    author:
      name: asanzgom
    license: Apache-2.0
    source:
      type: github
      repo: opendatahub-io/disconnected-readiness-scorer
      ref: f8fbba8c8400caeaa1dd9c7455478aad2bf05b4d
    strict: false
    skills_dir: skills
    homepage: https://github.com/opendatahub-io/disconnected-readiness-scorer
    repository: https://github.com/opendatahub-io/disconnected-readiness-scorer
    skills:
      - name: disconnected-score
        description: Score a repository's readiness for disconnected / air-gapped OpenShift deployments
        user-invocable: true
    harnesses:
      claude-code:
        install: "/plugin install disconnected-readiness-scorer@opendatahub-skills"
    depends_on: []