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get_indicator_data_raw

Run custom OData queries on WHO GHO data to filter by specific disaggregations such as wealth quintile, education level, or indicator-specific dimensions not available in simpler tools.

Instructions

Expert tool: pass-through OData query for advanced GHO use cases.

Use only when get_indicator_data and compare_countries can't express your query — for example, filtering by wealth quintile, education level, residence area, indicator-specific Dim2 values, or any unusual disaggregation we don't model with friendly parameters. The filter is passed verbatim, so you must format the OData syntax yourself.

Args: indicator_code: e.g. "WHOSIS_000001". filter: Raw OData $filter expression, e.g. "SpatialDim eq 'COL' and Dim1 eq 'AGEGROUP_YEARS15-49'". Single quotes inside string literals must be doubled (''). top: Max rows returned, default 100, capped at 5000. orderby: Raw OData $orderby, e.g. "TimeDim desc,SpatialDim". Defaults to "TimeDim desc". select: Raw OData $select listing fields to keep, e.g. "SpatialDim,TimeDim,NumericValue".

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
indicator_codeYes
filterNo
topNo
orderbyNo
selectNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior4/5

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

No annotations exist, so the description carries the full burden. It discloses that the filter is passed verbatim and requires proper OData syntax, but does not mention rate limits or potential side effects. However, given the expert nature, this is largely sufficient.

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 well-structured with a summary sentence, usage guidance, and a clear parameter list. Every sentence adds value, and there is no extraneous content.

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

Completeness5/5

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

Given the complexity (5 parameters, output schema present), the description covers usage context, parameter details, and sibling relationships comprehensively. No gaps are apparent.

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

Parameters5/5

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

Schema coverage is 0%, so the description must add meaning. It thoroughly describes each parameter: indicator_code with example, filter with escaping syntax, top with default and cap, orderby with example and default, and select with example, providing significant value beyond the schema.

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 clearly states it is a pass-through OData query for advanced GHO use cases, using specific verbs and resources, and explicitly distinguishes from sibling tools get_indicator_data and compare_countries.

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

Usage Guidelines5/5

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

The description explicitly says 'Use only when get_indicator_data and compare_countries can't express your query' and provides examples of when to use it, giving clear guidance on when to use this tool versus alternatives.

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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