Manage Databricks workspace connections: check current workspace, switch profiles, list available workspaces, or authenticate to a new workspace. Use when the user mentions "switch workspace", "which workspace", "current profile", "databrickscfg", "connect to workspace", or "databricks auth".
100
100%
Does it follow best practices?
Impact
Pending
No eval scenarios have been run
Passed
No known issues
Quality
Discovery
100%Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.
This is a strong skill description that clearly communicates specific capabilities (checking, switching, listing, and authenticating workspaces) and provides explicit trigger guidance with natural user phrases. The Databricks-specific terminology makes it highly distinctive and unlikely to conflict with other skills. It follows the recommended pattern closely and uses appropriate third-person voice.
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | Lists multiple specific concrete actions: check current workspace, switch profiles, list available workspaces, and authenticate to a new workspace. These are clear, actionable capabilities. | 3 / 3 |
Completeness | Clearly answers both 'what' (manage workspace connections with four specific actions) and 'when' (explicit 'Use when...' clause with six specific trigger phrases). Both halves are well-developed. | 3 / 3 |
Trigger Term Quality | Includes excellent natural trigger terms that users would actually say: 'switch workspace', 'which workspace', 'current profile', 'databrickscfg', 'connect to workspace', 'databricks auth'. These cover multiple natural phrasings and variations. | 3 / 3 |
Distinctiveness Conflict Risk | Highly distinctive with Databricks-specific terminology ('databrickscfg', 'databricks auth', 'workspace') that clearly carves out a niche. Unlikely to conflict with other skills unless there are multiple Databricks-related skills. | 3 / 3 |
Total | 12 / 12 Passed |
Implementation
100%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This is a well-crafted, concise skill that maps user intents to specific tool actions with clear parameters. The workflow is logically sequenced with appropriate constraints (no direct config editing, tool-only approach). The note about session-scoping adds genuinely useful context without bloating the content.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Every line serves a purpose. No unnecessary explanations of what Databricks is or how MCP tools work. The note at the end is justified as it clarifies session-scoping behavior that Claude wouldn't inherently know. | 3 / 3 |
Actionability | Provides specific tool names, exact parameter values, and a clear intent-to-action mapping. Claude knows exactly which action string and parameters to use for each user request. | 3 / 3 |
Workflow Clarity | Clear 4-step sequence covering tool loading, intent mapping, execution, and result presentation. The switch action includes a prerequisite step (call list first), and the constraint about not editing config files directly provides a safety boundary. | 3 / 3 |
Progressive Disclosure | This is a simple, single-purpose skill under 50 lines. Content is well-organized with a constraint header, numbered steps, and a clearly separated note. No need for external file references given the scope. | 3 / 3 |
Total | 12 / 12 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 — 11 / 11 Passed
Validation for skill structure
No warnings or errors.
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Table of Contents
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