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deploy

Deploy agent to Databricks Apps using DAB (Databricks Asset Bundles). Use when: (1) User says 'deploy', 'push to databricks', or 'bundle deploy', (2) 'App already exists' error occurs, (3) Need to bind/unbind existing apps, (4) Debugging deployed apps, (5) Querying deployed app endpoints.

75

Quality

94%

Does it follow best practices?

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SKILL.md
Quality
Evals
Security

Quality

Content

88%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.

The content is a tightly structured deploy runbook with executable commands, explicit validation checkpoints, and useful Databricks-specific error recovery guidance. It is held back only slightly by a few verbose rationale callouts and cross-bundle references whose targets are not present.

Suggestions

Tighten or merge the repeated 'Why this matters' callouts into a single line each to cut prose without losing the gotcha.

Verify or inline the referenced scripts/grant_lakebase_permissions.py and the add-tools lakebase-autoscaling.yaml snippet, since neither exists in this skill's bundle.

Consider moving the FAQ and Troubleshooting table into a separate reference file to keep SKILL.md focused on the deploy workflow.

DimensionReasoningScore

Conciseness

The body is lean and code-driven with minimal padding, but a few 'Why this matters' callouts and FAQ prose add explanatory sentences that could be trimmed slightly while preserving the domain-specific gotchas.

4 / 5

Actionability

Provides copy-paste-ready commands throughout (preflight, bundle validate/deploy/run, jq pipelines, curl with full headers, Python snippets) covering the common deploy, bind, query, and debug cases.

5 / 5

Workflow Clarity

The deploy flow is a numbered sequence with pre-flight and validate checkpoints before deploy, and the 'App Already Exists' path is a 5-step procedure with explicit check-if-bound validation and recovery branches ('If bind fails... skip to Step 5').

5 / 5

Progressive Disclosure

Well-organized into clear section headers with mostly well-signaled cross-references, but some pointers (e.g. scripts/grant_lakebase_permissions.py, .claude/skills/add-tools/examples/lakebase-autoscaling.yaml) reference files outside this bundle that are not present to verify.

4 / 5

Total

18

/

20

Passed

Description

100%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.

The description is third-person, concise, and explicitly pairs a concrete capability statement with a numbered set of trigger conditions. It uses natural user language and is clearly distinct from neighboring skills. No changes needed.

DimensionReasoningScore

Specificity

Names the domain (Databricks Apps via DAB) and multiple concrete actions — deploy, bind/unbind existing apps, debug, and query endpoints — giving comprehensive coverage of the skill's operations.

5 / 5

Completeness

Explicitly answers both 'what' ('Deploy agent to Databricks Apps using DAB') and 'when' via a numbered 'Use when:' list with concrete trigger conditions.

5 / 5

Trigger Term Quality

Includes natural user phrases and synonyms ('deploy', 'push to databricks', 'bundle deploy') plus error-driven triggers ('App already exists'), covering how users actually request this work.

5 / 5

Distinctiveness Conflict Risk

Occupies a clear niche (Databricks Apps deployment via DAB) with distinct, Databricks-specific triggers that are unlikely to collide with other skills.

5 / 5

Total

20

/

20

Passed

Validation

93%

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

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

referenced_paths_exist

Referenced path issues: 1 missing

Warning

Total

15

/

16

Passed

Repository
databricks/app-templates
Reviewed

Table of Contents

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