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HUANGcvs
by HUANGcvs

get_inspiration

Read-only

Fetch a prompt and images from the gallery to use as inspiration for generating new images directly or applying style transfer via reference images.

Instructions

Get the full prompt and all image URLs for a gallery entry. Show the images to the user as visual examples. The prompt can be used directly with generate_image(), and image URLs can be passed as referenceImages for style transfer.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
imageIdYesImage/prompt ID from search_gallery results
Behavior4/5

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

Annotations declare readOnlyHint=true, so the tool is safe. Description adds that it returns full prompt and image URLs and suggests showing images to users, which is helpful context beyond annotations.

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?

Three concise sentences that front-load the main action and provide immediate value with downstream usage tips. No redundant or extraneous content.

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?

For a simple retrieval tool with one parameter and no output schema, the description fully explains what is returned and how to use it in conjunction with sibling tools. No gaps.

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 100% with a clear description for the single parameter imageId. The tool description does not add further detail about the parameter, so baseline of 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 retrieves the full prompt and all image URLs for a gallery entry, distinguishing it from search_gallery (which lists entries) and generate_image (which creates images).

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?

Provides direct guidance on using the prompt with generate_image() and image URLs as referenceImages for style transfer, and implies it should be used after selecting an entry from search_gallery. Lacks 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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