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Publish wrapper for Data Visualization Kit. Use when the user types `$dv-publish` or needs to make a project git-ready, deployment-ready, and aligned with the kit's publish rules.
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Based on SOC occupation classification
End-to-end project execution wrapper for Data Visualization Kit. Use when the user types `$dv-cook` or wants to continue a project after `$dv-plan` with the context, dataset, and goals already locked.
Build and refresh visualization layers for Data Visualization Kit projects. Use when the task is dashboard construction, chart refresh, visualization-path selection, dashboard QA, or project-scoped visualization delivery that must follow the kit visualization workflow and resolve to one selected tool path.
Start a new Data Visualization Kit project with structured intake and planning. Use when the user types `$dv-plan`, starts a new project, has a dataset but unclear scope, needs framework mapping, or needs one canonical project plan file before any downstream `$dv-*` workflow runs.
Use when working with Power BI Project files, PBIP structure, PBIR report JSON, TMDL semantic model files, definition.pbir bindings, report folders, model folders, or validation after Power BI file edits.
Use when a Data Visualization Kit project chooses Power BI as the visualization path, or when the user asks to build, review, publish, or operate Power BI reports, dashboards, semantic models, PBIP/PBIR assets, DAX, Power BI Desktop, or Microsoft Fabric-backed report workflows.
Maintain and evolve existing Apache Superset analytics stacks (v6.x). Use for SQL Lab, datasets, charts, dashboards, RBAC, RLS, embedding via guest token API, REST API integration, Celery async, caching, Docker/Helm deployment, and migration planning toward Metabase or Grafana. Prefer only for legacy projects that already selected Superset. Requires 4GB+ RAM.
| name | dv-publish |
| description | Publish wrapper for Data Visualization Kit. Use when the user types `$dv-publish` or needs to make a project git-ready, deployment-ready, and aligned with the kit's publish rules. |
Treat $dv-publish as the canonical publish wrapper.
./.codex/workflows/publish-workflow.md as the source of truth.Metabase for default general BI, Power BI for Microsoft BI/PBIP handoff, and Grafana for operational dashboards.