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Databricks Bundle Medic

Category: Engineering  ·  Sub-category: data-engineering  ·  Last updated:
tool:terraform
Fix the deploy-time foot-guns of Databricks Asset Bundles (DAB) and the infrastructure operations around them: the bundle-bind gap for UC catalogs and external locations, the "unexpected EOF reading terraform.tfstate" redeploy failure, the schema-GRANT-ordering bug that fails the first deploy, customer-managed-key (CMK) rotation that requires draining the whole workspace, and the PrivateLink cost leak where S3/STS/Kinesis still traverse the NAT. Includes a PreToolUse hook that backs up and validates the bundle's terraform state before every deploy, and a PostToolUse hook that recognises the transient GRANT-ordering failure and recommends a single retry. Use when a databricks bundle deploy fails, before rotating a CMK, when a UC resource cannot be bound to a bundle, or when auditing PrivateLink networking cost. Trigger with "bundle deploy failed", "unexpected EOF terraform.tfstate", "bundle bind external location", "User does not have CREATE TABLE on Schema", "rotate CMK", "privatelink still using NAT".
Security AStatic scan found no risk patternsHow grading works ›

About this skill (catalog notes)

Databricks Bundle Medic includes a dedicated installation section; worked examples; pricing or quota commentary. The SKILL.md runs to about 1,380 words, in the catalog's typical mid-range.

Source
tonsofskills.com
License
MIT
Original author
Jeremy Longshore <[email protected]>
Indexed lastmod
Catalog position
Engineering · data-engineering
Indexed related skills
10

How Databricks Bundle Medic fits the catalog

Databricks Bundle Medic sits in the Engineering category under the data-engineering 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.

From the source SKILL.md

The deploy + infrastructure spine of the pack. Databricks Asset Bundles (DAB) is immature tooling — the replacement for the deprecated dbx, with a moving bug list across CLI versions — and the infrastructure operations around a deploy (encryption keys, networking, workspace config) bite production platform teams hardest. This skill turns the five worst deploy-time foot-guns into deterministic, reversible operations.

What this skill does

Databricks Bundle Medic is a community-contributed Claude Code skill in the data-engineering sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/databricks-bundle-medic/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when a databricks bundle deploy fails, before rotating a CMK, when a UC resource cannot be bound to a bundle, or when auditing PrivateLink networking cost. Trigger with "bundle deploy failed", "unexpected EOF terraform.

Who uses this skill

The Databricks Bundle Medic Claude Code skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 159,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/databricks-bundle-medic
curl -L https://claudskills.com/skills/databricks-bundle-medic/SKILL.md \
  -o ~/.claude/skills/databricks-bundle-medic/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/databricks-bundle-medic/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/databricks-bundle-medic/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\databricks-bundle-medic\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

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 →

Pro

One-click install via the desktop app

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.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Databricks Bundle Medic Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/databricks-bundle-medic/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Databricks Bundle Medic skill do?
Fix the deploy-time foot-guns of Databricks Asset Bundles (DAB) and the infrastructure operations around them: the bundle-bind gap for UC catalogs and external locations, the "unexpected EOF reading terraform.tfstate" redeploy failure, the schema-GRANT-ordering bug that fails the first deploy, customer-managed-key (CMK) rotation that requires draining the whole workspace, and the PrivateLink cost leak where S3/STS/Kinesis still traverse the NAT. Includes a PreToolUse hook that backs up and validates the bundle's terraform state before every deploy, and a PostToolUse hook that recognises the transient GRANT-ordering failure and recommends a single retry. Use when a databricks bundle deploy fails, before rotating a CMK, when a UC resource cannot be bound to a bundle, or when auditing PrivateLink networking cost. Trigger with "bundle deploy failed", "unexpected EOF terraform.tfstate", "bundle bind external location", "User does not have CREATE TABLE on Schema", "rotate CMK", "privatelink still using NAT".
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Databricks Bundle Medic skill?
Use Databricks Bundle Medic when your Claude Code task falls under the Engineering category — specifically in the data engineering area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Databricks Bundle Medic" or describe the task and let Claude pick). Browse related skills at /category/engineering/.
What is a Claude Code skill and how does the Databricks Bundle Medic skill fit in?
A Claude Code skill is a 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 Bundle Medic is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Engineering category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
Jeremy Longshore <[email protected]>. (2026). Databricks Bundle Medic [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/databricks-bundle-medic/
BibTeX
@misc{databricks-bundle-medic-2026,
  author    = {Jeremy Longshore <[email protected]>},
  title     = {Databricks Bundle Medic [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/databricks-bundle-medic/}
}

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