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analyze_medical_image

Send a medical scan to a Diagnostic Vision AI model to detect anomalies in patient images.

Instructions

Send a medical scan (X-Ray, MRI) to a specialized Diagnostic Vision AI model for anomaly detection.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
scanTypeYes
patientIdYes
clinicalNotesYes
Behavior2/5

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

Without annotations, description must disclose behavior. It mentions 'Diagnostic Vision AI model' implying external call, but no info on asynchronicity, errors, permissions, or data handling.

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

Conciseness3/5

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

Single sentence is concise but omits essential details. Front-loading is good but content is too sparse for a tool with 3 required params and no annotations.

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

Completeness2/5

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

No output schema, no annotations, and description lacks return value info, prerequisites (e.g., patient registration), and handling of results. Incomplete for a medical analysis tool.

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

Parameters1/5

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

Schema description coverage is 0%, and description provides no explanation of patientId, scanType, or clinicalNotes. Only hints at scan types via examples but doesn't map to parameters.

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

Purpose5/5

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

Description uses specific verb 'send' with resource 'medical scan' and goal 'anomaly detection'. Clearly distinguishes from sibling tools like register_patient or order_lab_test.

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 vs alternatives, no prerequisites or exclusions. Sibling tools suggest patient must be registered first, but description doesn't mention this.

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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