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stability_text_to_image

Convert text prompts into images with Stability AI. Specify parameters like size, steps, and style for custom results.

Instructions

Generate images from a text prompt using Stability AI.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
api_keyYes
promptYes
engine_idNoStability engine ID (default: stable-diffusion-xl-1024-v1-0)
negative_promptNo
widthNo
heightNo
stepsNoDiffusion steps 10-150 (default: 30)
cfg_scaleNoGuidance scale 0-35 (default: 7)
samplesNoNumber of images (max 10, default: 1)
style_presetNo
seedNo
Behavior2/5

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

No annotations are provided. Description only states the basic action without disclosing behavioral traits such as cost implications, rate limits, authentication requirements, or what happens with generation failures.

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

Conciseness3/5

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

The description is a single sentence, which is concise and front-loaded. However, given the tool's complexity (11 parameters), it is too minimal and could benefit from more structured information.

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

Completeness2/5

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

With 11 parameters, no output schema, and no annotations, the description is insufficient. Important details about defaults, constraints, and parameter interactions are absent.

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

Parameters2/5

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

Schema description coverage is only 36% (4 of 11 parameters have descriptions). The description adds no additional explanation for parameters, failing to compensate for the low coverage.

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 clearly states 'Generate images from a text prompt using Stability AI', specifying verb (generate) and resource (images from text). It distinguishes from sibling tools like stability_image_to_image and stability_upscale which handle different modalities.

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 provided on when to use this tool versus alternatives. With siblings like stability_image_to_image and stability_upscale, the description should indicate appropriate use cases 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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