databricks-streaming-guardian
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 Loa
npx skills add jeremylongshore/claude-code-plugins-plus-skills --skill databricks-streaming-guardian --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Databricks Streaming Guardian The data-ops spine of the pack. Delta Lake, Liquid Clustering, Structured Streaming, and DLT each ship a different set of foot-guns that fire most visibly when production data flows through them at scale — and most of them are documented platform *decisions* that surprise engineers, not bugs. This skill's job is friction at trigger time (a hook that blocks the genui
What does the databricks-streaming-guardian skill do?
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 Loa
How do I install it?
Run `npx skills add jeremylongshore/claude-code-plugins-plus-skills --skill databricks-streaming-guardian --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From jeremylongshore/claude-code-plugins-plus-skills, a repository with 2,596 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.