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query_iceberg

Query an Iceberg data lake table using Postgres foreign data wrapper. Filter, order, and limit results with optional WHERE, ORDER BY, and LIMIT clauses.

Instructions

SELECT from an Iceberg foreign table via Postgres FDW (e.g. 'iceberg.aud_analytics_lake')

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
tableYesFull table name including schema (e.g. 'iceberg.aud_analytics_lake')
whereNoOptional WHERE clause (uses parameterized query)
order_byNoOptional ORDER BY clause (column.direction format)
limitNo
Behavior2/5

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

No annotations are provided, so the description must disclose behavior. It indicates a read-only SELECT operation but omits side effects, authentication needs, rate limits, or response format. Basic purpose is clear but lacks depth.

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 a single, front-loaded sentence that efficiently conveys the core purpose with an example. No wasted words.

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?

For a query tool with 4 parameters and no output schema, the description is too brief. It does not explain return format, query behavior limits, or how results are structured. The sibling list_iceberg_tables may help, but standalone completeness is low.

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 75% (3 of 4 parameters described). The description adds no new information beyond the schema; it merely repeats the table example. Baseline 3 is appropriate.

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 the tool performs SELECT queries on Iceberg foreign tables via Postgres FDW, with a specific example. This distinguishes it from siblings like query_db or list_iceberg_tables.

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 reading Iceberg tables but does not explicitly state when to use this tool over alternatives like query_db or list_iceberg_tables, nor does it provide when-not-to-use guidance.

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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