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materialize_asset

Trigger materialization of a Dagster asset by specifying its asset key, repository name, and repository location.

Instructions

Materialize a specific Dagster asset

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
asset_keyYes
repository_nameYes
repository_locationYes
Behavior1/5

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

No annotations are provided, and the description gives no information about side effects, required permissions, return values, or whether materialization triggers a background run. The single sentence offers no behavioral disclosure beyond the name, so the agent cannot anticipate the tool's impact.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single concise sentence with no filler or repetition. It is well-structured as a simple statement, though the brevity comes at the expense of necessary detail.

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

Completeness1/5

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

Given zero annotations, zero parameter descriptions, no output schema, and a non-trivial operation, the one-line description is grossly incomplete. It lacks any explanation of how parameters are used, what 'materialize' means in Dagster, or how it relates to sibling tools, making it inadequate for correct tool selection and invocation.

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

Parameters1/5

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

The input schema has no descriptions for asset_key, repository_name, or repository_location (0% coverage), and the description does not mention any parameter. The agent is left without guidance on how to populate values or what each parameter represents.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description 'Materialize a specific Dagster asset' names the action and resource but adds little beyond the tool name. It does not clarify what materialization entails or distinguish it from sibling tools like launch_run, making it only slightly more specific than a tautology.

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

Usage Guidelines2/5

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

No guidance is given for when to use this tool versus alternatives such as launch_run, list_assets, or get_asset_info. The description neither states prerequisites nor excludes other tools, leaving the agent without decision criteria.

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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