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Get taste signals

get_signals
Read-onlyIdempotent

Get behavioral signals: theme repetition, consumption gaps, and recent activity.

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.4/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false, and openWorldHint=false, so the safety profile is fully covered and the description adds no contradiction. What it does add is the content of the result (theme repetition, consumption gaps, recent activity), which matters because there is no output schema. It stops short of explaining how those signals are computed, how far back 'recent' reaches, or how large the payload might be.

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

Conciseness5/5

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

A single sentence with no filler, and the resource type is front-loaded before the enumerated signal categories. Nothing could be removed without losing information.

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

Completeness3/5

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

For a zero-parameter read tool with no output schema, the key remaining job is describing what comes back, and the description does list three categories. But terms like 'theme repetition' and 'consumption gaps' are left undefined, and the tool's relationship to four similarly named taste/stats siblings is unaddressed, so the agent still cannot confidently choose or interpret 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?

The tool takes zero parameters, so there is nothing for the description to disambiguate; baseline 4 applies. The absence of any parameters is itself consistent with the description, which offers no scoping or filtering options.

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?

States a specific verb ('Get') and a specific resource ('behavioral signals') and enumerates three concrete signal types: theme repetition, consumption gaps, recent activity. That is well beyond a restatement of the name. It does not, however, distinguish itself from close siblings like get_taste, get_taste_portrait, get_stats, or get_timeline, so an agent must guess which of these overlapping analytics tools to pick.

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

Usage Guidelines2/5

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

There is no when-to-use guidance at all: no condition that selects this tool over get_taste, get_taste_portrait, get_stats, or get_timeline, and no stated prerequisites. The description simply names what comes back, leaving the routing decision entirely to inference from sibling names.

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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