clean-test-workspace/ga4
Query Google Analytics 4 (GA4) data via the Analytics Data API. Use when you need to pull website analytics like top pages, traffic sources, user counts, sessions, conversions, or any GA4 metrics/dimensions. Supports custom date ranges and filtering.
99
99%
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 well-crafted skill description that excels across all dimensions. It provides specific capabilities, includes natural trigger terms users would actually say, explicitly states both what the skill does and when to use it, and has a clear distinctive niche around GA4 analytics. The description follows best practices with third-person voice and appropriate length.
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | Lists multiple specific concrete actions: 'pull website analytics like top pages, traffic sources, user counts, sessions, conversions' and mentions 'custom date ranges and filtering' as capabilities. | 3 / 3 |
Completeness | Clearly answers both what ('Query GA4 data via Analytics Data API, supports custom date ranges and filtering') and when ('Use when you need to pull website analytics like top pages, traffic sources...') with explicit trigger guidance. | 3 / 3 |
Trigger Term Quality | Excellent coverage of natural terms users would say: 'Google Analytics', 'GA4', 'website analytics', 'top pages', 'traffic sources', 'user counts', 'sessions', 'conversions', 'metrics', 'dimensions' - all terms users naturally use when requesting analytics data. | 3 / 3 |
Distinctiveness Conflict Risk | Highly distinctive with clear niche - specifically targets Google Analytics 4 and the Analytics Data API, with domain-specific triggers like 'GA4', 'traffic sources', 'conversions' that are 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 an excellent skill file that demonstrates best practices: it's concise, immediately actionable with executable commands, has clear setup validation, and is well-organized. The troubleshooting section addresses common failure modes, and external references are appropriately linked rather than duplicated.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The content is lean and efficient, providing only necessary information. No unnecessary explanations of what GA4 is or how APIs work - it assumes Claude's competence and jumps straight to actionable setup and commands. | 3 / 3 |
Actionability | Every section provides copy-paste ready bash commands with concrete examples. The queries cover common use cases with specific metrics, dimensions, and flags that can be executed immediately. | 3 / 3 |
Workflow Clarity | The setup section has a clear 4-step sequence with an explicit validation step (step 4) that includes success/failure criteria and points to troubleshooting. For a query-based skill, this is appropriate - each query is a single operation, not a multi-step destructive process. | 3 / 3 |
Progressive Disclosure | Well-organized with clear sections (Setup, Common Queries, Metrics, Dimensions, Output, Troubleshooting). External references to Google's API schema documentation are one level deep and clearly signaled. Content is appropriately sized for inline presentation. | 3 / 3 |
Total | 12 / 12 Passed |
Validation
90%Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.
Validation — 10 / 11 Passed
Validation for skill structure
| Criteria | Description | Result |
|---|---|---|
metadata_version | 'metadata.version' is missing | Warning |
Total | 10 / 11 Passed | |
Reviewed
Table of Contents