[DONTMERGE] Improve experimental aitools#3989

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lennartkats-db wants to merge 15 commits intomainfrom

improve-aitools

Commits on Nov 18, 2025

Add DATABRICKS_CLI_UPSTREAM environment variable to aitools
lennartkats-db
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Add MANDATORY prefix to key aitools MCP tool descriptions
lennartkats-db
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Fix aitools installation to use --scope user instead of local
lennartkats-db
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Improve SQL execution guidance in explore tool
lennartkats-db
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Improve aitools discoverability during plan mode
lennartkats-db
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Revert "Add DATABRICKS_CLI_UPSTREAM environment variable to aitools"
lennartkats-db
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Remove unnecessary "already exists" error handling in claude installation
lennartkats-db
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Fix explore tool to work without SQL warehouse

lennartkats-db
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claude
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Filter warehouses by user permissions using skip_cannot_use parameter
lennartkats-db
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Commits on Nov 21, 2025

Merge remote-tracking branch 'origin/main' into improve-aitools
lennartkats-db
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Commits on Nov 24, 2025

Commits on Dec 1, 2025