Databricks Streaming Guardian includes a dedicated installation section; worked examples; pricing or quota commentary. At roughly 1,536 words the SKILL.md is on the longer end of the catalog distribution.
Databricks Streaming Guardian sits in the General category under the automation sub-topic in the ClaudSkills catalog. There are 10 related skills indexed alongside it; comparing a few before installing usually reveals which fits your workflow best.
These notes are auto-generated from features detected in the SKILL.md file and from this catalog's structure — they aren't part of the source repository.
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 genuinely-irreversible op) plus deterministic recovery when something already broke.
Databricks Streaming Guardian is a community-contributed Claude Code skill in the automation sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/databricks-streaming-guardian/ and loads when your prompt matches the skill's trigger.
When to invoke it: 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".
The Databricks Streaming Guardian Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 151,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).
mkdir -p ~/.claude/skills/databricks-streaming-guardian curl -L https://claudskills.com/skills/databricks-streaming-guardian/SKILL.md \ -o ~/.claude/skills/databricks-streaming-guardian/SKILL.md
Or just download SKILL.md directly and drop it into ~/.claude/skills/databricks-streaming-guardian/. Claude Code auto-discovers it on next session.
Skills live at ~/.claude/skills/databricks-streaming-guardian/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\databricks-streaming-guardian\SKILL.md on Windows. See the full install guide for step-by-step instructions.
Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →
The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.
For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.
SKILL.md from the source repository to ~/.claude/skills/databricks-streaming-guardian/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Databricks Streaming Guardian is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.If you reference this skill in a blog post, paper, or documentation, you can cite it as:
@misc{databricks-streaming-guardian-2026,
author = {Jeremy Longshore <[email protected]>},
title = {Databricks Streaming Guardian [Claude Code skill]},
year = {2026},
publisher = {ClaudSkills},
url = {https://claudskills.com/skills/databricks-streaming-guardian/}
}Grade A · scanned 2026-07-15 — free static scan against the OWASP Agentic Skills Top 10.
No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›
Browse all General skills in the ClaudSkills registry, or explore these other picks from the same category:
Part of Acreator Store — Adam Lankamer's AI tools: PerfectStudio · Ucaption · UTagger · AutoXPoster · TestYourSkills · AutomationFlows · Au Naturel · Telegram @acreatorstore
SKILL.md files, not affiliated with, endorsed by, or sponsored by Anthropic.