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analytics-automation

Read-only

Get the automation breakdown

Get how flagged content was handled in a time window: settled by rules or the casebook, or sent to human review, and what the reviewers decided.

Input Schema

NameRequiredDescriptionDefault
requestNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.5/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, destructiveHint=false, openWorldHint=false, so the safety profile is covered. The description contributes the semantic scope of the result (rules/casebook/human review split), but says nothing about permissions, project/organization key requirements, or bucket granularity, which the schema carries instead.

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?

Two short sentences, front-loaded with the identifier and then the payload contents. No filler, though the heading sentence merely restates the title rather than adding information.

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?

No output schema exists, so the description does its job of explaining what the returned breakdown represents. For a single nested request object with read-only annotations, that is nearly sufficient; the remaining gap is the undocumented 'channel' parameter.

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

Parameters3/5

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

Reported schema coverage is low, so the description should compensate, yet it only obliquely gestures at the time window and says nothing about the 'channel' filter or the project scoping rules. The range and projectId semantics live entirely in the schema text; 'channel' is undocumented in both places.

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

Purpose4/5

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

The description names a specific verb+resource ('Get the automation breakdown') and enumerates what the breakdown contains: settled by rules or casebook, sent to human review, and reviewer decisions. That is clearly distinguishable from analytics-summary/analytics-policies/analytics-authors, though those siblings are never named, which keeps it just under a 5.

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 domain it describes (analytics over automated handling) rather than stated. There is no explicit 'use this when...', no exclusion against analytics-summary or queue-get-stats, and no mention that this is read-only reporting rather than a resolution action.

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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