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rayana_ai_analyst_brief

Read-only

The portfolio-analyst brief with its per-ticker views — the broadcast opinion layer, identical for every caller.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
dateNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
briefYes
viewsYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.1/5.0
Behavior4/5

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

Annotations already declare readOnlyHint and openWorldHint, so the safety profile is covered. The description adds valuable non-obvious behavior: the content is a broadcast opinion layer and is identical for every caller, implying no personalization or caller-specific state. This justifies a score above baseline.

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?

The description is a single, front-loaded sentence with no filler. Every clause adds content: the resource, the per-ticker scope, the opinion/broadcast nature, and the invariance across callers.

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?

The tool has a simple input (one optional date) and an output schema, so the description does not need to document return values. However, it omits the date parameter's meaning and provides no explicit action statement, leaving a moderate gap for an agent deciding how to invoke it.

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

Parameters2/5

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

The input schema has one parameter, 'date', with 0% schema description coverage, yet the tool description makes no mention of date semantics (e.g., which date's brief is returned, what null means, whether historical dates are supported). The name 'date' is self-explanatory at a basic level, but the description adds no meaning beyond the schema.

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 resource as a portfolio-analyst brief and adds distinguishing attributes (per-ticker views, broadcast opinion layer, identical for every caller), but it lacks a verb such as 'retrieves' or 'returns.' This makes the purpose somewhat implied rather than explicitly stated.

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 guidance on when to use this tool versus its numerous siblings (e.g., rayana_ai_ticker_analyst, rayana_ai_consensus) and no exclusion criteria. 'Identical for every caller' hints at a non-personalized use case, but the description stops short of saying when this tool should be selected.

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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