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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.

71

Quality

87%

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SecuritybySnyk

Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

75%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 dense, highly actionable runbook with strong workflows and validation checkpoints for the recommended bind path. It loses points for redundant FAQ/troubleshooting content that restates inline guidance and a dangling script reference.

Suggestions

Remove the FAQ and Troubleshooting entries that merely restate inline guidance (302/PAT, root_path, run-after-deploy, inconsistent-result), keeping only genuinely new items.

Add a pre-delete verification step to Option 2 (e.g., confirm the app name and that it is not shared) before the irreversible 'databricks apps delete'.

Either include scripts/grant_lakebase_permissions.py in the bundle or rephrase the reference so it does not point to a file the skill does not ship.

DimensionReasoningScore

Conciseness

Mostly efficient operational guidance, but the FAQ and Troubleshooting table restate points already covered inline (302/PAT vs OAuth, workspace.root_path, run-after-deploy, inconsistent-result sync), adding redundant tokens.

3 / 5

Actionability

Fully executable throughout — exact databricks CLI commands with --profile flags, jq filter pipelines, curl invocation examples, and copy-paste yaml snippets covering the common cases.

5 / 5

Workflow Clarity

Clear numbered deploy sequence with pre-flight and validate checkpoints, and a Step 1–5 bind path with 'check if already bound' feedback; the destructive Option 2 carries only a warning with no pre-delete verification, a minor validation gap.

4 / 5

Progressive Disclosure

Well-organized into clear single-level sections with no nested references, but it references scripts/grant_lakebase_permissions.py which is not present in the bundle, leaving one navigation pointer dangling.

4 / 5

Total

16

/

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 exemplary: third-person voice, concrete actions, natural trigger terms, and an explicit 'Use when' clause covering both happy-path and error-driven invocations. No meaningful gaps to penalize.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — deploy via DAB, bind/unbind existing apps, debug deployed apps, and query deployed endpoints — giving comprehensive coverage rather than vague language.

5 / 5

Completeness

Explicitly answers both 'what' (deploy agent to Databricks Apps using DAB) and 'when' with a five-item 'Use when' clause of concrete triggers.

5 / 5

Trigger Term Quality

Includes natural phrases a user would actually say ('deploy', 'push to databricks', 'bundle deploy') plus a concrete error string ('App already exists'), covering common variations.

5 / 5

Distinctiveness Conflict Risk

Occupies a clear niche (Databricks App deployment via Asset Bundles) with distinct, specific triggers unlikely to fire for unrelated 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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