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GA4 Realtime Users

ga4_realtime
Read-onlyIdempotent

GA4 REALTIME: the number of users currently active on the site + a country breakdown (last ~30 min). property = from ga4_list_properties (name or number also works).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
propertyYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

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TDQS

A4.1/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnly/idempotent/non-destructive/openWorld=false, so safety is covered. The description adds genuinely non-structured context: the returned content (active user count + country breakdown) and the ~30-min freshness window. No auth or rate-limit notes, but the additions exceed the annotation baseline.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

A single dense sentence front-loads the tool's identity and output shape, followed by the parameter sourcing hint. Slightly run-on with stacked parentheticals, but nothing is wasted.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return-value detail is optional (the description's mention of users + country breakdown is a bonus). With only one required parameter and rich annotations, the description is nearly sufficient; a brief ordering of self vs. ga4_overview/ga4_report would complete it.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

With one required parameter and 0% schema description coverage, the description must carry the load, and it does: it tells the agent where to obtain the property (ga4_list_properties) and that a name or number is accepted. It does not name the parameter explicitly, but the syntax clarity is a real improvement over the bare schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb+resource and result ('number of users currently active on the site + a country breakdown'), with an explicit freshness window (last ~30 min). The 'realtime' scoping cleanly separates it from historical GA4 siblings like ga4_overview and ga4_report.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Usage is implied by the 'realtime' framing and the ~30-min window, but there is no explicit when-to-use / when-not guidance versus ga4_overview, ga4_report, or other GA4 tools. The pointer to ga4_list_properties is a sourcing hint rather than a selection rule.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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