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Introspect a model

daxops_introspect
Read-only

Retrieve the detected data model including tables, columns, relationships, measures, date columns, dimensions, and suggested report pages for a given source or Solution starter.

Instructions

Show the detected data model (tables, columns, relationships, measures, date column, dimensions, and suggested report pages) for an uploaded sourceId or a Solution starter. Provide exactly one of sourceId or solution. Requires the +Validation feature.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
solutionNoa Solution starter id from daxops_list_solutions
sourceIdNoa sourceId from daxops_upload_data
Behavior4/5

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

Annotations already declare readOnlyHint and openWorldHint. Description adds the requirement of +Validation feature, which is behavioral context beyond annotations. No contradictions.

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?

Two sentences, no wasted words. First sentence clearly states purpose and scope. Second sentence gives critical usage constraint and prerequisite.

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?

No output schema, but description lists the full scope of what is returned (tables, columns, relationships, measures, date column, dimensions, suggested report pages). This is sufficient for an agent to understand the tool's output.

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

Parameters4/5

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

Schema has 100% coverage with descriptions linking to sibling tool outputs. Description reinforces mutual exclusivity, adding clarity not present in individual parameter descriptions.

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 'Show' and clearly lists the resources (tables, columns, relationships, measures, etc.). It distinguishes between two input sources (sourceId and solution), which are tied to sibling tools (daxops_upload_data and daxops_list_solutions).

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

Usage Guidelines4/5

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

States to provide exactly one of sourceId or solution, giving clear usage direction. Mentions prerequisite 'Requires the +Validation feature.' Does not explicitly state when not to use or list alternatives, but the mutual exclusivity and prerequisite provide strong 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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