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by ProSuite

load_spec

Load a .qa.xml quality spec file at runtime to define the active specification for data quality checks. Replaces any prior spec for current queries.

Instructions

Load a .qa.xml spec file at runtime.

Replaces any previously loaded spec so that subsequent search_spec calls use the new file. Use this when the spec path is only known at conversation time (e.g. a file on OneDrive or a network share) instead of pre-configuring PROSUITE_SPEC_PATH.

Args: path: Absolute path to the .qa.xml spec file on the local machine.

Returns a dict with 'conditions_loaded' on success, or 'error' on failure.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
pathYes
Behavior4/5

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

No annotations are provided, so the description carries the full burden. It discloses that the tool replaces any previously loaded spec and affects subsequent search_spec calls, and mentions return values (success/error). This sufficiently covers behavioral traits.

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 concise and front-loaded with the main action. Every sentence adds value; no redundant information.

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 tool's simplicity (one param, no output schema), the description fully covers input semantics and expected return format. No gaps.

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 coverage is 0%, so the description must compensate. It explains the 'path' parameter is an absolute path to a .qa.xml file, adding necessary semantics beyond the schema's type definition.

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 loads a .qa.xml spec file at runtime, with a specific verb ('load') and resource ('spec file'). It distinguishes itself from sibling tools like search_spec by specifying it is for runtime loading.

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?

The description provides explicit guidance on when to use ('path known at conversation time') and contrasts with pre-configuration. It does not provide explicit 'when not to use' but context is clear.

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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