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render_preview

Generate deterministic preview images of augmentation pipelines for local input images, enabling visual validation before full processing.

Instructions

Render deterministic preview artifacts for local input images.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
requestYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior3/5

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

The description adds the behavioral trait 'deterministic', which implies idempotency and predictability. However, with no annotations provided, there is no disclosure of side effects, permissions, or whether artifacts are stored/cached.

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

Conciseness2/5

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

The single sentence is concise but lacks necessary detail. It does not fully leverage the space to explain parameter structure or output, making it under-specified rather than efficiently compact.

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?

With a complex nested input schema and no explanation of the request structure, the description is incomplete. The agent cannot determine required properties or format, rendering the tool difficult to use correctly.

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?

Schema description coverage is 0%, and the description does not elaborate on the 'request' parameter. It mentions 'local input images' but does not specify how to structure the request object, leaving the agent without sufficient guidance.

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

Purpose4/5

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

The description clearly states the verb 'render' and resource 'preview artifacts', with qualifiers 'deterministic' and 'for local input images'. This distinguishes it from sibling tools like export_pipeline or explain_pipeline, but does not elaborate on what preview artifacts are.

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 on when to use this tool versus alternatives like get_preview_manifest or list_preview_runs. The description does not mention conditions or exclusions.

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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