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tengu_v3_market_universe

Cross-process shared warm-set catalog plus the dedicated US-equity producer heartbeat, research-universe count, capacity and effective readiness. Warm means requested, not provider-confirmed.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.9/5.0
Behavior2/5

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

The description adds one behavioral disclosure: 'Warm means requested, not provider-confirmed,' implying the data may be unconfirmed. However, with no annotations, it fails to state whether the operation is read-only, cached, or has side effects, and it does not explain the nature of the 'heartbeat' or 'readiness' metrics.

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?

The description is two sentences with no filler. The first sentence is dense with domain terms but efficient, and the second sentence clarifies a key concept. It is front-loaded and appropriately sized.

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?

With no output schema and no annotations, the description is the sole guide. It lists the main data areas but leaves terms like 'capacity' and 'effective readiness' undefined, and it does not differentiate from adjacent status/universe tools. It is minimally adequate for a no-argument status tool.

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?

There are zero parameters, and the schema is empty, so the baseline is 4. The description correctly does not attempt to explain parameters that do not exist.

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

Purpose3/5

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

The description identifies the tool as providing a 'warm-set catalog' plus producer heartbeat, research-universe count, capacity, and readiness, but it lacks an explicit action verb like 'get' or 'report.' It avoids being a tautology and is richer than the name alone, yet it does not clearly distinguish itself from sibling tools such as `tengu_v3_universe_scan` or `tengu_v3_stream_universe_status`.

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?

No guidance is given on when to use this tool versus alternatives, and no use cases or exclusions are mentioned. The only additional sentence defines 'warm' but does not help with tool selection.

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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