CtrlK
BlogDocsLog inGet started
Tessl Logo
SkillPublic

databricks-dabs

Create, configure, validate, deploy, run, and manage Declarative Automation Bundles (DABs, formerly Databricks Asset Bundles). Use when working with Databricks resources via DABs including dashboards, jobs, pipelines, alerts, volumes, and apps.

79

1.03x
Quality

84%

Does it follow best practices?

Impact

96%

1.03x

2 of 3 eval scenarios. Add 1 more for a full score.

SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

67%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

A well-structured overview body with genuinely actionable commands and an exemplary validation checklist for Apps, supported by a clean one-level-deep reference set. Its main weaknesses are redundancy: the App naming rule is written twice in overlapping detail, one guideline is an unreadable run-on sentence, and version-dependent guidance is duplicated instead of isolated.

Suggestions

Merge General Guideline 7 into the Required App Completion Contract (or replace it with a one-line pointer) to eliminate the duplicated App-naming guidance.

Split Guideline 7's run-on sentence into short bullet points, e.g. one bullet per rule: default naming for CLI >= 0.270.0, production override, explicit value on older CLIs.

Consolidate the CLI 0.270.0 version-dependent behavior into a single 'Version-dependent behavior' or legacy subsection so time-sensitive version numbers appear once instead of twice.

DimensionReasoningScore

Conciseness

The body is mostly efficient pointers and commands, but the App naming rule is stated twice in near-identical detail (General Guideline 7 and the Required App Completion Contract bullets), Guideline 7 is a single 60+ word run-on sentence, and version numbers ("Databricks CLI 0.270.0 or later", appearing twice) are scattered rather than isolated in a versioned/legacy section, which the judging guidance explicitly penalizes. This fits 'mostly efficient but could be tightened' better than the minor-trim bar of 4.

3 / 5

Actionability

Concrete, executable guidance throughout: "bundle validate --strict --target <target>", "databricks bundle validate --strict --target <target> --output json", the ".databricks/bundle/<target>/variable-overrides.json" path, and concrete patterns like "name: ${var.app_name}" and "<name>.<resource_type>.yml". Minor gaps remain because full YAML examples are deferred to reference files rather than shown inline.

4 / 5

Workflow Clarity

The Required App Completion Contract sequences re-read → structural checklist → validate --output json → inspect names → persist overrides and re-validate, an explicit feedback loop, and Guideline 1 mandates validation after every change. A 5 would require the main create→configure→validate→deploy workflow itself to be explicitly sequenced in the body rather than implied through sections and the reference-file ordering.

4 / 5

Progressive Disclosure

The body is a clear overview with five one-line-described references that all exist as real files one level deep (verified: no nested .md references inside them), plus external docs. Minor organization gaps hold it below 5: Guideline 7 duplicates the App contract content inline, and the "When to Use This Skill" section largely repeats the frontmatter description.

4 / 5

Total

15

/

20

Passed

Description

92%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A strong description in third-person voice that pairs a comprehensive action list with an explicit 'Use when' clause and useful synonyms (DABs, formerly Databricks Asset Bundles). The only gap is the absence of the databricks.yml filename users commonly mention when asking for help.

Suggestions

Add "databricks.yml" to the 'Use when' clause, since users frequently ask for help by naming the bundle config file directly.

DimensionReasoningScore

Specificity

"Create, configure, validate, deploy, run, and manage" lists six concrete lifecycle actions covering the domain comprehensively, with no vague filler. This matches the anchor for multiple specific concrete actions with comprehensive coverage; a 4 would require noticeable gaps in action coverage, which are absent.

5 / 5

Completeness

Explicitly answers what ("Create, configure, validate, deploy, run, and manage Declarative Automation Bundles") and when ("Use when working with Databricks resources via DABs including dashboards, jobs, pipelines, alerts, volumes, and apps") with concrete trigger phrases. This mirrors the top anchor exactly.

5 / 5

Trigger Term Quality

Good keyword coverage including synonyms users naturally say: "DABs", "Declarative Automation Bundles", "Databricks Asset Bundles", plus resource types (dashboards, jobs, pipelines, alerts, volumes, apps). A 5 requires synonyms and file extensions, but the common trigger "databricks.yml" is missing.

4 / 5

Distinctiveness Conflict Risk

Clear niche (Databricks resources via DABs) with distinct triggers; the "via DABs" scoping prevents overlap with generic Databricks or dashboard/job skills. Minimal conflict risk, matching the clear-niche anchor.

5 / 5

Total

19

/

20

Passed

Validation

100%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository

databricks/databricks-agent-skills

Path

skills/databricks-dabs/SKILL.md

Reviewed

Table of Contents

Is this your skill?

If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.