Name: deploy
Rating: 72.8 (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

90%

Does it follow best practices?

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Securityby

Passed

No findings from the security scan

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.

A highly actionable, well-sequenced operational skill with strong validation checkpoints and feedback loops. The main weakness is duplication between the inline guidance and the trailing troubleshooting table, plus a dangling reference to a missing script.

Suggestions

Remove or de-duplicate the troubleshooting table entries that restate guidance already covered in the body (e.g. 302/PAT, 'app running old code after deploy', 'Provider produced inconsistent result'), keeping only genuinely new rows.

Resolve the 'scripts/grant_lakebase_permissions.py' reference — either add the script to a scripts/ bundle or reword to point at the owning skill so the link is not dangling.

Consider moving the FAQ and detailed 5-step bind flow into a reference file to keep SKILL.md a lean overview, since the skill already exceeds 200 lines.

Dimension	Reasoning	Score
Conciseness	Mostly efficient with concrete commands and assumes Claude's competence, but the trailing troubleshooting table duplicates several points already covered inline (302/PAT, 'app running old code', 'Provider produced inconsistent result', 'workspace.root_path').	4 / 5
Actionability	Fully executable, copy-paste ready bash, jq, and curl examples cover the common cases (deploy, bind, query with OAuth, debug, grant permissions) with specific flags and filters.	5 / 5
Workflow Clarity	Clear numbered deploy sequence with a pre-flight validation step, and the bind flow includes explicit checkpoints (check bundle summary before binding, handle 'already managed' fallback) with feedback loops for error recovery.	5 / 5
Progressive Disclosure	Well-organized into clearly headed sections in a single file with no bundle files present, but one inline reference (scripts/grant_lakebase_permissions.py) points to a non-existent local file, and the FAQ/troubleshooting content could be split out.	4 / 5
	Total	18 / 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, third-person description that clearly states what the skill does and gives five explicit trigger conditions. Trigger-term coverage is good but could add a few more natural synonyms.

Dimension	Reasoning	Score
Specificity	Lists multiple concrete actions — 'Deploy agent to Databricks Apps', bind/unbind existing apps, debugging, and querying deployed app endpoints — giving comprehensive coverage of the skill's capabilities.	5 / 5
Completeness	Explicitly answers both 'what' (deploy agent to Databricks Apps using DAB) and 'when' via a numbered 'Use when' clause with five concrete trigger conditions.	5 / 5
Trigger Term Quality	Includes natural phrases users would say ('deploy', 'push to databricks', 'bundle deploy') plus error-driven triggers, but is missing some common synonyms and shorthand variations.	4 / 5
Distinctiveness Conflict Risk	Targets a clear niche (Databricks Apps via DAB) with distinct, specific triggers that are unlikely to fire for unrelated skills.	5 / 5
	Total	19 / 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-langgraph-advanced/.claude/skills/deploy/SKILL.md
Commit: fdc1b49

Reviewed: 1 day ago

Table of Contents

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