bench-answer-flatAnswer architecture question using flat file access (Read/Glob/Grep)
bench-answer-queryAnswer architecture question using arch-query CLI
bench-judgeScore a benchmark agent's answer against ground truth using a 4-dimension rubric
bug-completenessScore bug report completeness (0-100)
bug-context-mapMap bug to available architecture context
bug-fix-attemptAttempt to produce a fix for a bug
bug-test-planGenerate a comprehensive test plan for a bug
bug-write-testWrite QE tests for opendatahub-tests based on a fix attempt and test plan
doc-gapAnalyze 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.
doc-gatherGather 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.
doc-generateGenerate 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 workspace/generation-report.json.
doc-pipelineFull pipeline orchestrator. Sequences doc-gather, doc-gap, doc-validate, doc-review, and doc-generate skills based on the requested pipeline mode.
doc-planSTRAT-level documentation planning. Traverses a strategic initiative's child epics and stories to produce a systematic doc plan identifying what documentation is needed, what type, and at what priority.
doc-postPost 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.
doc-reviewAdversarial review of AsciiDoc documentation against context sources. Checks factual accuracy, completeness, consistency, and hallucination. Produces workspace/review-findings.json.
doc-validateValidate 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.
epic-createCreate RHOAIENG epics from an approved RHAISTRAT strategy. Only creates epics (not child tasks, stories, or spikes). Requires the strategy to have passed review (recommendation: approve) and security review (verdict: PASS). Use when the user says "create epics for RHAISTRAT-XXXX" or invokes /epic-cr
epic-submitCreate Jira tickets from epic-task artifact files and update frontmatter with Jira keys
explain-claimsExplain why a contradicted or insufficient-evidence claim was produced by correlating source artifacts, verification evidence, job logs, traces, and tool activity. Use after verification to route improvements to skills, context, retrieval, workflows, tools, models, policies, or human-owned sources.
extract-claimsExtract atomic, context-preserving factual claims from AI-generated pipeline artifacts, write durable claim files, and ingest them into Observatory. Use for issue-scoped or artifact-scoped claim analysis before verification.
patch-validationValidate a patch using odh-tests-context recipes
security-reviewerIndependent security reviewer for multi-reviewer consensus. Checks risk pattern catalog and performs creative exploration against a STRAT's threat surface inventory.
skill-reviewReview and validate Claude Code skills for completeness, packaging correctness, and marketplace compatibility. Use when reviewing a skill, checking skill packaging, validating SKILL.md before publishing, or running /skill-review. Checks frontmatter, file references, variable substitution, and extern
strat-security-reviewSecurity review of STRAT documents using multi-reviewer consensus. Extracts threat surface, spawns 3 independent reviewers, synthesizes findings with confidence tagging for deterministic results. Use when the user says "security review RHAISTRAT", "run security review", "strat security review", or i
strat.create.localCreate RHAISTRAT Jira tickets from approved RFEs using local MCP+REST API approach.
strat.security.reviewSecurity review of STRAT documents using multi-reviewer consensus. Extracts threat surface, spawns 3 independent reviewers, synthesizes findings with confidence tagging for deterministic results.
strat.submitPush refined strategy content back to RHAISTRAT Jira tickets. Reads local strat-task artifacts, updates the Jira ticket description with the full strategy content, and applies a label to mark submission.
verify-claimsVerify extracted claims against version-appropriate source material and architecture context, record evidence-backed verdicts, and submit them to Observatory. Use only after claim extraction; do not infer forensic root cause in this stage.
unit-convertConvert units between measurement systems (imperial mode)