opendatahub-io/ai-helpers

coderabbit-review

Use when you need to evaluate CodeRabbit PR comments and fix or reply

원문 언어: 영어

unit-test-project-conformant

Use this skill to write unit tests that strictly conform to the project's existing testing structure, patterns, and style by learning from similar tests before writing anything new.

원문 언어: 영어

adr-review

Review an Architectural Decision Record (ADR) using a team of six specialist reviewer subagents and produce a consolidated report as both PDF and PPTX slide deck. Use this skill whenever the user asks to review, critique, audit, or get feedback on an ADR,…

원문 언어: 영어

doc-gap

Use this skill to analyze context sufficiency for documentation generation. Reads workspace/context-package.json and produces workspace/gap-report.json with severity-rated gaps and a proceed/gather-more/stop recommendation.

원문 언어: 영어

doc-gather

Use when you need to gather context for a Jira ticket or PR. Resolves ticket metadata, clones relevant repos, collects candidate files, runs filtering pipeline, and produces workspace/context-package.json.

원문 언어: 영어

doc-generate

Use when you need to generate AsciiDoc documentation modules from gathered context. Reads context package and gap report, generates content, then self-validates with iterative correction (up to 3 retries). Produces generated files and…

원문 언어: 영어

doc-pipeline

Use this skill to orchestrate the full documentation pipeline. Sequences doc-gather, doc-gap, doc-validate, doc-review, and doc-generate skills based on the requested pipeline mode.

원문 언어: 영어

doc-plan

Use this skill to produce a STRAT-level documentation plan. Traverses a strategic initiative's child epics and stories to identify what documentation is needed, what type, and at what priority.

원문 언어: 영어

doc-post

Use this skill to post validation and review findings as comments on a GitHub PR or GitLab MR. Reads workspace findings files and formats them as inline or summary comments.

원문 언어: 영어

doc-review

Use this skill to perform adversarial review of AsciiDoc documentation against context sources. Checks factual accuracy, completeness, consistency, and hallucination. Produces workspace/review-findings.json.

원문 언어: 영어

doc-validate

Use when you need to validate AsciiDoc documentation for technical accuracy using Extract-Identify-Validate pattern. Runs Vale, asciidoctor, lychee, YAML syntax checks, and LLM-powered cross-reference validation. Produces workspace/validation-findings.json.

원문 언어: 영어

learning-mode

Hands-on mentoring: the agent scaffolds work, then pauses so the engineer writes small, meaningful code (roughly 5–15 lines) for practice. Use when the user enables learning mode, asks for guided mentoring, hands-on practice, collaborative coding, or teaching…

원문 언어: 영어

aipcc-commit-suggest

Generate AIPCC Commits style commit messages or summarize existing commits

원문 언어: 영어

gist-upload

Use this skill to upload a summary or plan from the current conversation as a GitHub Gist using the `gh` CLI.

원문 언어: 영어

git-shallow-clone

Use this skill to perform a shallow clone of a Git repository to a temporary location.

원문 언어: 영어

github-actions-debugger

Debug and monitor GitHub Actions workflow runs. Check run status, view failed job logs, and troubleshoot CI failures. Use this when the user needs to investigate GitHub Actions failures, inspect job output, or identify the root cause of a broken workflow run.

원문 언어: 영어

github-sync-upstream

Sync code from an upstream GitHub repository into a target fork (e.g., opendatahub-io midstream). Detects remotes from the current repo, or clones fresh if run from outside. Fetches upstream, merges into a sync branch, restores protected files, resolves…

원문 언어: 영어

gitlab-pipeline-debugger

Debug and monitor GitLab CI/CD pipelines for merge requests. Check pipeline status, view job logs, and troubleshoot CI failures. Use this when the user needs to investigate GitLab CI pipeline issues, check job statuses, or view specific job logs.

원문 언어: 영어

email-meeting-summary

Use when the user wants to summarize a Google Meet meeting and send the summary by email. Reviews a Google Meet transcript for a specific meeting topic, then composes a Gmail draft summarizing decisions and action items for that topic. Prompts for meeting…

원문 언어: 영어

gmail-draft

Use this skill to compose a Gmail draft from text content in the conversation. Accepts a body, recipient list, and subject — either from the user or from context — and creates a draft in the user's Gmail Drafts folder via gws.

원문 언어: 영어

google-workspace

Fetch and query data from Google Workspace using the gws CLI — Gmail, Calendar, Docs, Sheets, Slides, and Drive. Use this skill whenever the user mentions email, inbox, messages, calendar, meetings, schedule, agenda, Google Docs, spreadsheets, presentations,…

원문 언어: 영어

acli-setup-check

Verify acli installation and authentication. Checks if acli is installed, authenticated to Jira, and can query projects. Use when troubleshooting acli issues or setting up acli for the first time.

원문 언어: 영어

ai-bug-fix-triage

Triage JIRA bugs against repository code to classify AI fixability. Use when reviewing a backlog of bugs to determine which ones an AI agent can fix.

원문 언어: 영어

jira-activity

Summarize Jira ticket activity, including child tickets, to detect stale tickets in the backlog. Use when user asks to review one or more Jira tickets to determine if they are being worked on.

원문 언어: 영어

jira-aipcc-create

Create Jira issues in the AIPCC project. Infers summary, description, type, and component from conversation context, confirms with the user before creating. Use when the user wants to file a new AIPCC Jira issue.

원문 언어: 영어

jira-sprint-summary

Generate comprehensive sprint summaries by analyzing JIRA sprint data, including issue breakdown, progress metrics, and team performance insights.

원문 언어: 영어

jira-status-summary

Update the Status Summary and Color Status fields on AIPCC Feature and Initiative tickets. Fetches child ticket activity via the jira-activity skill, generates a brief summary and sets the red/yellow/green color status. Use when asked to update the status…

원문 언어: 영어

jira-upload-chat-log

Use this skill to export and upload the current chat conversation as a markdown file attachment to a JIRA ticket for later review and documentation.

원문 언어: 영어

jira-workitem-attach

Upload file attachments to Jira tickets. Verifies file exists and uploads via Jira API. Use when user wants to attach files to tickets.

원문 언어: 영어

jira-workitem-comment

Add comments to Jira tickets using simple text or Jira markup (ADF JSON). Supports rich formatting with code blocks, lists, mentions, and links. Use when user wants to comment on a ticket.

원문 언어: 영어

jira-workitem-search

Search Jira tickets using JQL queries. Provides common query templates and flexible output formats. Use when user needs to find or filter tickets.

원문 언어: 영어

jira-workitem-view

Retrieve and display full details of a Jira ticket. Fetches all fields and formats them for conversation context. Use when user needs ticket information or wants to examine a ticket.

원문 언어: 영어

pr-jira-linker

Find and link Jira issues to PRs/MRs that are missing Jira references. Supports single PR/MR linking and batch audit of configured repos. Use when the user mentions "link PR to Jira", "scan PRs", "PR audit", "MR missing Jira", "link merge request", or wants…

원문 언어: 영어

triage-bug-readiness

Use when assessing a Jira bug ticket for AI autofix readiness. Produces a structured JSON verdict (ready/needs_info/not_fixable) based on a three-gate rubric. Designed for CI pipeline use with the jira-triage orchestrator.

원문 언어: 영어

konflux-application

Manage Konflux application

원문 언어: 영어

konflux-component

Manage Konflux component

원문 언어: 영어

odh-llm-d-release

Orchestrate the opendatahub-io release for all llm-d components in one cycle. Collects upstream(llm-d) versions, auto-discovers the release tracker issue, then spawns parallel sub-agents — one per component (release branch, Konflux onboarder workflow, PR…

원문 언어: 영어

maas-nightly-qe-impact

Assess whether a Models-as-a-Service autofix change requires follow-up in opendatahub-tests or ods-ci nightly QE pipelines. Runs as a Jira autofix post_review extension for the Model as a Service component. Appends a Nightly QE Impact section to the PR…

원문 언어: 영어

module-compliance

Check an ODH module operator repository for contract violations against the platform onboarding guide. Validates PlatformObject status, CRD structure, Helm chart content, webhook ownership, metadata conventions, and reconciler chain ordering. Use during code…

원문 언어: 영어

module-migrate

Read existing in-tree ODH operator component code and produce a step-by-step extraction checklist for migrating it to a standalone module. Analyzes controller logic, webhooks, RBAC, embedded manifests, and DSC field mappings. Use when extracting a component…

원문 언어: 영어