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generate_image

Generate an image from a text prompt with specified theme, size, and optional negative prompt for document creation projects.

Instructions

Generate a single image via the ComfyUI MCP server and return its local path.

Args: prompt: Base image description. theme: Theme whose image_style is appended for consistency. size: Output size, e.g. "1024x1024". negative_prompt: Optional negative prompt. target: "content" or "background".

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
sizeNo1024x1024
themeNodark_tech
promptYes
targetNocontent
negative_promptNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior2/5

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

Annotations are absent, so the description bears full burden. It reveals generation and local path return but omits side effects, permissions, resource consumption, or failure behavior. For a generation tool, more transparency is needed.

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?

Description is relatively concise but includes a bullet-like arg list that largely repeats schema information. Front-loaded with main purpose, but some redundancy could be trimmed.

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

Completeness3/5

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

Despite having an output schema, the description does not explain how the output local path is structured or any server prerequisites. The 'theme' and 'target' parameters lack full context. For a 5-parameter tool, completeness is average.

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%, but the description explains all five parameters: prompt, theme, size, negative_prompt, target. It adds meaning beyond bare schema by clarifying 'theme' appends image_style and 'target' distinguishes content vs background. Minor lack of format constraints.

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 a single image' and specifies the server (ComfyUI MCP) and output (local path). It distinguishes from sibling tools like create_presentation and list_comfy_models, which serve different purposes.

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 vs alternatives. The description does not mention prerequisites, context for selection, or exclusions. It only lists parameters without usage recommendations.

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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