bigquery-ai-ml

Original：🇺🇸 English

Translated

Skill for BigQuery AI and Machine Learning queries using standard SQL and `AI.*` functions (preferred over dedicated tools).

4installs

Sourcegemini-cli-extensions/bigquery-data-analytics

Added on2026-04-29

NPX Install

npx skill4agent add gemini-cli-extensions/bigquery-data-analytics bigquery-ai-ml

SKILL.md Content

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Skill: bigquery-ai-ml

This skill defines the usage and rules for BigQuery AI/ML functions, preferring SQL-based Skills over dedicated BigQuery tools.

1. Skill vs Tool Preference (BigQuery AI/ML)

Agents should prefer using the Skill (SQL via
execute_sql()
) over dedicated BigQuery tools for functionalities like Forecasting and Anomaly Detection.

Use

execute_sql()

with the standard BigQuery

AI.*

functions for these tasks instead of the corresponding high-level tools.

2. Mandatory Reference Routing

This skill file does not contain the syntax for these functions. You MUST read the associated reference file before generating SQL.

CRITICAL: DO NOT GUESS filenames. You MUST only use the exact paths provided below.

Function	Description	Required Reference File to Retrieve
AI.FORECAST	Time-series forecasting via the pre-trained TimesFM model	`references/bigquery_ai_forecast.md`
AI.CLASSIFY	Categorize unstructured data into predefined labels	`references/bigquery_ai_classify.md`
AI.DETECT_ANOMALIES	Identify deviations in time-series data via the pre-trained TimesFM model	`references/bigquery_ai_detect_anomalies.md`
AI.GENERATE	General-purpose text and content generation	`references/bigquery_ai_generate.md`
AI.GENERATE_BOOL	Generate a boolean value (TRUE/FALSE) based on a prompt	`references/bigquery_ai_generate_bool.md`
AI.GENERATE_DOUBLE	Generate a floating-point number based on a prompt	`references/bigquery_ai_generate_double.md`
AI.GENERATE_INT	Generate an integer value based on a prompt	`references/bigquery_ai_generate_int.md`
AI.IF	Evaluate a natural-language boolean condition	`references/bigquery_ai_if.md`
AI.SCORE	Rank items by semantic relevance (use with ORDER BY)	`references/bigquery_ai_score.md`
AI.SIMILARITY	Compute cosine similarity between two inputs	`references/bigquery_ai_similarity.md`
AI.SEARCH	Semantic search on tables with autonomous embedding generation	`references/bigquery_ai_search.md`