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".
80
100%
Does it follow best practices?
Impact
—
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 an excellent skill description that clearly articulates specific capabilities, provides explicit trigger guidance with a 'Use when' clause, and uses domain-specific terms that make it highly distinguishable. It follows the third-person voice convention and is concise without being vague.
| 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 Databricks workspace connections with four specific actions) and 'when' (explicit 'Use when' clause with six specific trigger phrases). | 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'. Good coverage of common variations. | 3 / 3 |
Distinctiveness Conflict Risk | Highly distinctive with a clear niche around Databricks workspace management. Terms like 'databrickscfg', 'databricks auth', and 'switch workspace' are very specific and unlikely to conflict with other 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 efficiently maps user intents to specific MCP tool actions. It avoids unnecessary explanation, provides concrete parameter values, and includes a clear workflow with an appropriate prerequisite step for the switch action. The session-scoping note adds genuinely useful context without bloating the skill.
| 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 concrete action names, parameter mappings, and exact tool invocation patterns. The intent-to-action mapping is specific and copy-paste ready, with clear parameter names like `action="status"`, `profile="<name>"`, `host="<url>"`. | 3 / 3 |
Workflow Clarity | Clear 4-step sequence covering tool loading, intent mapping, invocation, and result presentation. The switch action includes a prerequisite step (call list first), which is an important validation checkpoint. For this non-destructive operation set, the workflow is appropriately detailed. | 3 / 3 |
Progressive Disclosure | This is a simple, single-purpose skill under 50 lines with no need for external references. The content is well-organized with a clear constraint statement, numbered steps, and a contextual note — appropriate structure for its 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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