Guard production Databricks data pipelines — Delta Lake, Liquid Clustering, Structured Streaming, Auto Loader, and DLT — against the twelve foot-guns that fire at scale: OPTIMIZE/auto-compaction conflicts, Liquid-Clustering merge conflicts, VACUUM breaking a streaming checkpoint, RocksDB OOM, Auto Loader schema-evolution stops, and DLT refresh data loss. Includes a PreToolUse hook that blocks DROP/CREATE-OR-REPLACE/VACUUM on a table with active streaming consumers. Use when a Delta MERGE/OPTIMIZE fails with a concurrency exception, a stream breaks after VACUUM or a table replace, an Auto Loader stream stops on a new column, a DLT refresh drops data, or before running a destructive op on a streamed-from table. Trigger with "ConcurrentAppendException", "ConcurrentDeleteDeleteException", "DELTAFILENOTFOUND", "streaming checkpoint broke", "vacuum broke my stream", "autoloader UnknownFieldException", "dlt full refresh".
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryGeneralStars0
About this skill
Guard production Databricks data pipelines — Delta Lake, Liquid Clustering, Structured Streaming, Auto Loader, and DLT — against the twelve foot-guns that fire at scale: OPTIMIZE/auto-compaction conflicts, Liquid-Clustering merge conflicts, VACUUM breaking a streaming checkpoint, RocksDB OOM, Auto Loader schema-evolution stops, and DLT refresh data loss. Includes a PreToolUse hook that blocks DROP/CREATE-OR-REPLACE/VACUUM on a table with active streaming consumers. Use when a Delta MERGE/OPTIMIZE fails with a concurrency exception, a stream breaks after VACUUM or a table replace, an Auto Loader stream stops on a new column, a DLT refresh drops data, or before running a destructive op on a streamed-from table. Trigger with "ConcurrentAppendException", "ConcurrentDeleteDeleteException", "DELTAFILENOTFOUND", "streaming checkpoint broke", "vacuum broke my stream", "autoloader UnknownFieldException", "dlt full refresh".
Quick start
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Guard production Databricks data pipelines — Delta Lake, Liquid Clustering, Structured Streaming, Auto Loader, and DLT — against the twelve foot-guns that fire at scale: OPTIMIZE/auto-compaction conflicts, Liquid-Clustering merge conflicts, VACUUM breaking a streaming checkpoint, RocksDB OOM, Auto Loader schema-evolution stops, and DLT refresh data loss. Includes a PreToolUse hook that blocks DROP/CREATE-OR-REPLACE/VACUUM on a table with active streaming consumers. Use when a Delta MERGE/OPTIMIZE fails with a concurrency exception, a stream breaks after VACUUM or a table replace, an Auto Loader stream stops on a new column, a DLT refresh drops data, or before running a destructive op on a streamed-from table. Trigger with "ConcurrentAppendException", "ConcurrentDeleteDeleteException", "DELTA_FILE_NOT_FOUND", "streaming checkpoint broke", "vacuum broke my stream", "autoloader UnknownFieldException", "dlt full refresh".
About this listing
Category
General
Reported license
MIT
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLI