Name: deploy
Rating: 70.39999999999999 (1 reviews)
Author: databricks

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.

Quality

86%

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Securityby

High

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Quality

Content

85%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 highly actionable, well-sequenced deploy runbook with strong validation checkpoints and error-recovery feedback loops. Its main weakness is progressive disclosure: content is dense and inline, and the referenced bundle files cannot be verified as real within the skill.

Suggestions

Move large detail blocks (e.g., the full 'App already exists' bind workflow or the OBO/Lakebase sections) into reference files under references/ and link to them from SKILL.md so the overview stays lean.

Verify the referenced paths actually exist in the bundle (scripts/grant_lakebase_permissions.py and .claude/skills/add-tools/examples/lakebase-autoscaling.yaml) and convert them into clearly signaled, one-level-deep links.

Consolidate the duplicated app-naming guidance (appears in 'App Naming Convention', 'Important Notes', and the warning) into a single authoritative section to reduce token weight.

Dimension	Reasoning	Score
Conciseness	Mostly efficient with executable commands and tight sections; a few 'Why this matters' callouts and repeated naming-convention notes could be trimmed, but each is tied to a real failure mode.	4 / 5
Actionability	Fully executable, copy-paste-ready commands including --profile flags, jq filters, and curl invocation examples covering the common deploy/query/debug cases.	5 / 5
Workflow Clarity	Clear numbered deploy sequence with pre-flight and validate checkpoints, plus a 5-step error-recovery branch with explicit validation (check bundle summary before binding) and feedback loops for destructive operations.	5 / 5
Progressive Disclosure	Section structure is good, but most detail is inlined monolithically and external references (scripts/grant_lakebase_permissions.py, .claude/skills/add-tools/examples/...) are not present in the skill bundle to verify and are not clearly signaled as one-level-deep navigation.	3 / 5
	Total	17 / 20 Passed

Description

87%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, well-scoped description that clearly states the capability and provides explicit, natural trigger phrases covering both routine and error-driven invocations. It is concise, third-person, and highly distinct.

Dimension	Reasoning	Score
Specificity	Names the domain and concrete action ('Deploy agent to Databricks Apps using DAB') plus several specific scenarios (bind/unbind, debugging, querying endpoints), with only minor gaps in coverage.	4 / 5
Completeness	Explicitly answers both 'what' (deploy agent to Databricks Apps via DAB) and 'when' with five concrete enumerated trigger phrases.	5 / 5
Trigger Term Quality	Includes natural user phrases like 'deploy', 'push to databricks', 'bundle deploy', and the 'App already exists' error; good coverage though a few synonyms are missing.	4 / 5
Distinctiveness Conflict Risk	Occupies a clear Databricks-Apps-via-DAB niche with distinctive triggers like the 'App already exists' error and bind/unbind, minimizing conflict risk.	5 / 5
	Total	18 / 20 Passed

Validation

93%

Warnings & errors only

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

Validation — 15 / 16 Passed

Validation for skill structure

Criteria	Description	Result
referenced_paths_exist	Referenced path issues: 1 missing	Warning

	Total	15 / 16 Passed

Repository: databricks/app-templates
Path: agent-openai-agents-sdk/.claude/skills/deploy/SKILL.md
Commit: fdc1b49

Reviewed: 1 day ago

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