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Find Repurposing Candidates

find_repurposing_candidates
Read-onlyIdempotent

Identifies approved drugs with activity against a specified disease or gene target for repurposing.

Instructions

Drug repurposing engine: surface approved drugs with activity against a target/disease.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
diseaseYesTarget disease.
gene_targetNoPrimary gene target. Optional.
max_candidatesNoMaximum repurposing candidates Default 15.
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, and other traits. The description adds minimal behavioral context beyond 'surface approved drugs,' but does not contradict annotations. More detail on algorithm or data source would improve transparency.

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 two sentences long with no extraneous information. It is front-loaded and efficiently conveys the tool's purpose.

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?

Despite good annotations, the description lacks details on output format, scoring or prioritization of candidates, and limitations. For a discovery tool with no output schema, more context is needed to fully inform an agent.

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 description coverage is 100%, so the schema already documents all parameters. The description does not add new meaning beyond the schema, resulting in a baseline score of 3.

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?

The description uses a specific verb 'surface' and resource 'approved drugs' with a clear context of activity against a target/disease. It effectively distinguishes from sibling tools like drug_interaction_checker and get_drug_targets.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies usage for drug repurposing but does not provide explicit guidance on when to use this tool versus alternatives. No exclusions or when-not scenarios are mentioned.

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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