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smaniches
by smaniches

Find Drug Repurposing Candidates

find_drug_repurposing_candidates
Read-onlyIdempotent

Identify drugs already in clinical trials that may treat a new disease by analyzing top disease-associated targets and filtering by clinical development phase.

Instructions

Find clinical-stage drugs that may be repurposed for a disease.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
paramsYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior3/5

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

Annotations already provide readOnlyHint, idempotentHint, openWorldHint. The description adds 'clinical-stage' scope but doesn't elaborate on behavior beyond annotations. No contradiction.

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?

Single sentence, front-loaded with the key purpose. No unnecessary words. Adequately concise.

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?

Output schema exists, reducing need for return value explanation. Description mentions clinical-stage constraint, but lacks context on expected results or edge cases. Adequate but not rich.

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?

Input schema descriptions are detailed for all parameters (e.g., MONDO ID format, target_limit range, min_phase mapping). Description adds no parameter information, so baseline 3 applies.

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 specifies the action ('find') and resource ('clinical-stage drugs that may be repurposed for a disease'). The purpose is clear and distinct from most siblings, though not explicitly differentiated.

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 versus alternatives (e.g., find_drug_gene_network, map_disease_drug_landscape). Lacks prerequisites or constraints beyond the required parameter.

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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