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Refresh a stable BigQuery-backed Parquet snapshot in the workspace and regenerate recurring dashboard or report artifacts from DuckDB.
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Based on SOC occupation classification
Plan, review, and then assemble a stakeholder-ready dashboard package from the current analysis run, with a native interactive canvas experience.
Data analysis skill hub. Routes to the right specialist subskill depending on the request — exploration, query writing, end-to-end analysis, visualization, validation, dashboard planning plus assembly, or recurring snapshot refresh.
End-to-end data analysis — from a quick metric lookup to a formal stakeholder report. Combines schema discovery, SQL execution, optional visualization, and an evidence-based summary. Use for general "analyze / what's happening with…" requests.
Create, edit, redline, comment on, and visually verify `.docx`, Word, and Google Docs-targeted document artifacts. Use for Word documents, `.docx` files, document creation, document edits, tracked changes, comments, render QA, and Google Docs-ready local DOCX generation.
Create stunning, animation-rich browser-native HTML presentations. Use only when the user explicitly wants an HTML/web presentation or animated interactive browser deck. Do not use for `.ppt`, `.pptx`, PowerPoint, Google Slides, native deck creation, native deck editing, deck templates, or PPTX conversion/export requests; use the `pptx` skill for those.
Work with PDF documents safely, including querying existing PDFs and creating simple image-based PDFs from workspace images.
| name | data/refresh |
| description | Refresh a stable BigQuery-backed Parquet snapshot in the workspace and regenerate recurring dashboard or report artifacts from DuckDB. |
| plugin | data-analytics |
| inherits_plugin_defaults | true |
| tools | ["export_bigquery_query"] |
Use this skill when the user wants a repeatable snapshot job rather than a one-off answer.
Refresh or create the warehouse slice.
datasets/<slug>/latest.parquet as the stable target path.data_workspace for local checks.Validate the refreshed snapshot locally.
data_workspace schema for the refreshed table/file.data_workspace query checks for freshness and row sanity.Regenerate the recurring artifact.
build_native_dashboard_package for the native DashboardCanvas package.build_report_payload plus data-artifacts for report payloads.Close with the refresh contract.