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Portfolio analyst brief

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

NameRequiredDescriptionDefault
dateNo

Output Schema

NameRequiredDescriptionDefault
briefYes
viewsYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.8/5.0
Behavior3/5

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

Annotations already declare readOnlyHint and openWorldHint, so the safety and external-data profile is covered. The description adds genuine context beyond that: the brief is a broadcast layer, identical for every caller, meaning no caller-specific personalization or auth-dependent variation. It does not add caveats about staleness, rate limits, or the per-ticker return shape, but with an output schema present that omission is tolerable.

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 tight sentence with no filler; the differentiating qualifiers ('per-ticker views', 'broadcast opinion layer') come before the aside about callers. It is concise, though thin content means brevity is partly the result of under-specification rather than editorial discipline.

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 read-only tool with an output schema and one optional parameter, the description covers the conceptual nature of the brief, and return values need not be explained since the output schema exists. However, the date parameter's semantics and any routing guidance against the many overlapping siblings are missing, leaving the definition minimally viable.

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?

There is one optional 'date' parameter with 0% schema description coverage, and the description never mentions it — no format, no default behavior, no statement of what happens when it is omitted. With low coverage the description was the only place to compensate, and it does not.

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 ('portfolio-analyst brief') and differentiates it from siblings by scope ('per-ticker views', 'broadcast opinion layer'), but it never states the verb — whether the tool fetches, generates, or returns a brief. The main clause largely restates the title, so an agent can only infer the action from convention.

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, no prerequisites, and no named alternative among the 19 siblings (e.g., rayana_ai_market_brief or rayana_ai_portfolio). 'Identical for every caller' hints at a broadcast scope but does not tell the agent when to prefer this tool over the ticker- or portfolio-specific variants.

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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