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Update to TextQL
Snapshot Nov 7, 2026 · 00:09 UTC · version 1.4.0
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{
"description": "Answer a question from your company's data with TextQL: run SQL or a governed TQL query into a Python sandbox, then aggregate, analyze or chart the result there. Use for numbers, trends, comparisons and charts.",
"included_files": [],
"name": "query-data",
"skill_md_contents": "---\nname: query-data\ndescription: >-\n Answer a question from your company's data with TextQL: run SQL or a\n governed TQL query into a Python sandbox, then aggregate, analyze or chart\n the result there. Use for numbers, trends, comparisons and charts.\n---\n\n# Query and analyze data\n\nFollow the `refinery` skill for tool details and limits.\n\n1. `refinery_workspace_context`. Use an existing definition or governed\n model before writing raw SQL.\n2. If the table is unknown, find it first with the `explore-data` steps.\n3. `refinery_query` with `connector`, `sql` (one SELECT, in the\n connector's dialect) or `tql`, and a `dataframe` name. Do the heavy\n aggregation in SQL. `LIMIT` (sql) and `max_rows` (tql) bound the loaded\n dataframe, not just the inline preview — use them for samples and\n previews, and keep every row the analysis needs. Writes are refused\n unless the connector allows write operations; send only SELECT statements unless\n the user asked for a change.\n4. Keep the returned `sandbox_id` and pass it to every later call.\n5. `refinery_sandbox_python` with `code` and that `sandbox_id` for anything\n SQL cannot do cleanly: joins across queries, statistics, charts. Print\n only the summary, and set `max_output_chars` when output could be large.\n\nReport the answer first, then the query you ran and any caveat (filters,\ndate range, rows excluded). If a query fails or a table is refused, show the\nerror. Never fill gaps with invented numbers.\n"
}SHA-256 of public snapshot: 99a244cb6bd4e4dbcef148bdd70b1247c8b130602c3b8f10bd3ce2925e87cf2d