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.

1.80x

Quality

100%

Does it follow best practices?

Impact

99%

1.80x

Average score across 3 eval scenarios

Securityby

Passed

No known issues

Quality

Content

100%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The body is a lean, highly actionable reference: executable commands, compact metric/dimension lists, and a clear setup sequence with no wasted tokens. Structure is well-organized and bundle references resolve to real files.

Dimension	Reasoning	Score
Conciseness	The body is lean and assumes competence: setup env vars, executable query commands, and compact metric/dimension lists with no padding or concept explanations.	3 / 3
Actionability	Common Queries are fully executable, copy-paste-ready commands (e.g. 'python3 scripts/ga4_query.py --metric screenPageViews --dimension pagePath --limit 30') with concrete flags and examples.	3 / 3
Workflow Clarity	A simple read-only query skill with a clearly sequenced one-time setup and unambiguous single-action queries; no destructive or batch operations require validation checkpoints.	3 / 3
Progressive Disclosure	Well-organized sections (Setup, Common Queries, Metrics, Dimensions, Output Formats) with scripts bundled and referenced in-context (scripts/ga4_query.py exists), one level deep.	3 / 3
	Total	12 / 12 Passed

Description

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.

The description is third-person, concise, and clearly states both capability and trigger conditions with natural user-facing terms. It is a strong example with no notable weaknesses.

Dimension	Reasoning	Score
Specificity	Lists multiple concrete actions — 'top pages, traffic sources, user counts, sessions, conversions' plus 'custom date ranges and filtering' — matching the multiple-specific-actions anchor.	3 / 3
Completeness	Explicitly states what ('Query Google Analytics 4 (GA4) data via the Analytics Data API') and when ('Use when you need to pull website analytics like...'), satisfying both halves with an explicit trigger.	3 / 3
Trigger Term Quality	Uses natural terms a user would say ('top pages', 'traffic sources', 'user counts', 'sessions', 'conversions', 'GA4'), giving good coverage rather than jargon.	3 / 3
Distinctiveness Conflict Risk	GA4/Google Analytics is a clear niche with distinct, domain-specific triggers unlikely to collide with other skills.	3 / 3
	Total	12 / 12 Passed

Validation

87%

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 — 14 / 16 Passed

Validation for skill structure

Criteria	Description	Result
metadata_version	'metadata.version' is missing	Warning
metadata_field	'metadata' should map string keys to string values	Warning

	Total	14 / 16 Passed

Repository: jdrhyne/agent-skills
Commit: a4d31ad

Reviewed: 11 days ago

Table of Contents

Discovery Implementation Validation

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