cartodb/agent-skills

carto-query-datawarehouse

Write spatial SQL against the connected warehouse — dialect-specific guidance, performance defaults, and CARTO's query/job execution model.

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carto-query-datawarehouse

Run SQL — spatial or otherwise — against any connection CARTO has registered. Two execution surfaces, matched across MCP and CLI:

Row-returning SELECT (1-min timeout)DDL/DML & long queries (no timeout, no rows)
MCP (primary)execute_queryexecute_async_query (submit/status/cancel)
CLI (fallback)carto sql querycarto sql job
Access-path routing. With the CARTO MCP server attached, run SQL through execute_query and execute_async_query — both available even on token-authenticated sessions. The dialect guidance and performance rules here apply identically on either path. Use the carto sql CLI when the server isn't attached or the SQL is scripted/CI. carto activity query (local DuckDB over downloaded activity data) is CLI-only — no MCP equivalent. Detection signals: `carto-basics/references/access-paths.md`.

When to use this skill

  • The user wants to count rows, run an exploratory SELECT, or build a transformation.
  • The user is debugging slow / failing SQL.
  • The agent needs to materialize an intermediate table before authoring a map.
  • The user wants an ad-hoc spatial join, buffer, or H3 aggregation.

Quick reference (CLI)

bash
# Read query (returns rows; 1-min timeout)
carto sql query <connection> "SELECT * FROM dataset.table LIMIT 10"

# Long-running job (DDL/DML; polls to completion; no rows back)
carto sql job <connection> "CREATE TABLE my_ds.out AS SELECT ..."

# From file / piped
carto sql query <connection> --file query.sql
echo "SELECT 1" | carto sql query <connection>
UsePath
Exploratory SELECT (small, fast)sync — execute_query / sql query
Cached SELECT (deterministic, 1y TTL)sql query ... --cache
CREATE TABLE AS SELECT, large UPDATE, 5+ min aggregationasync — execute_async_query / sql job

--cache (CLI) switches to a GET with a 1-year cached response; use only for deterministic, small queries.

What's in this skill

TopicReference
Sync vs async execution, caching, timeoutsreferences/sql-jobs-and-caching.md
Spatial SQL idioms — BigQuery dialectreferences/spatial-sql-bigquery.md
Spatial SQL idioms — Snowflake dialectreferences/spatial-sql-snowflake.md
Spatial SQL idioms — Postgres / PostGIS (and Redshift) dialectreferences/spatial-sql-postgres.md
Querying CARTO activity data (local DuckDB, CLI-only)references/activity-queries.md

Always-on guidance

  • Always specify a connection. The connection name comes from explore_data (list_connections) / carto connections list, not the warehouse project ID.
  • Prefer the async path for any query that might exceed 60 s. Sync reads have a hard 1-minute server-side timeout regardless of the user's patience.
  • Don't `SELECT on warehouse tables blindly.** Spatial tables can be 100M+ rows; project columns and add LIMIT` for exploration.
  • Dialect mismatch is the #1 source of confusion. ST_DWithin is ST_DWITHIN in Snowflake, ST_DWithin in BigQuery/PostGIS/Redshift. The per-dialect reference gives the canonical form.
  • For activity-data analysis (who edited what, quota usage, login patterns), use carto activity query — CLI-only, DuckDB over downloaded data. See references/activity-queries.md.
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