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longbridge

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Analyst Estimates

analyst_estimates
Read-onlyIdempotent

Retrieve analyst consensus estimates for a security, including EPS, revenue, net profit, and EBITDA. Choose the estimate item as needed.

Instructions

Get analyst consensus estimates (EPS, revenue, net profit, EBITDA) for a security. item: EPS (default), REV, NET_PROFIT, EBITDA.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
symbolYesSecurity symbol, e.g. "AAPL.US"
itemNoEstimate item: "EPS" (default), "REV", "NET_PROFIT", "EBITDA"
Behavior3/5

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

Annotations already convey read-only, idempotent, open-world behavior. The description adds that it returns consensus estimates but no additional behavioral traits (e.g., handling of invalid symbols, data freshness). Minimal value added beyond annotations.

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?

Two sentences with no wasted words. Purpose and parameter details are front-loaded. Excellent conciseness and structure.

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?

Given the tool's simplicity (2 params, no output schema) and rich annotations, the description is adequate but lacks any indication of the response format. Could be improved by stating what is returned (e.g., a number or object with estimates).

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?

Schema coverage is 100% with both parameters described. The description restates the item parameter with the default value (EPS), which is a minor addition. Baseline score of 3 applies as the schema does the heavy lifting.

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 clearly states it retrieves analyst consensus estimates for a security and lists the specific items (EPS, REV, NET_PROFIT, EBITDA). However, it does not differentiate from similar sibling tools like 'consensus' or 'forecast_eps', which weakens clarity.

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 on when to use this tool over alternatives. The description does not mention context, prerequisites, or when not to use it, leaving the agent to infer from the name and siblings.

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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