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edit_image

Modify an existing image by providing a text description of the desired changes. Supports customization of output format, creativity level, and model selection.

Instructions

Edit an existing image using a text prompt.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
modelNoModel override. "gemini-3-pro-image-preview" best for complex multi-turn edits.
promptYesDescription of the desired changes
temperatureNoCreativity level 0.0-2.0
output_formatNoFile format: "png", "jpeg", or "webp"png
output_filenameNoCustom filename for edited image (optional)
input_image_pathYesPath to the image to edit

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior2/5

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

No annotations provided, and the description fails to disclose behavioral traits such as whether edits are destructive, file handling details, or permission requirements. Only a basic purpose is given, leaving significant gaps for safe invocation.

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 sentence with no wasted words. However, given the tool's complexity (6 parameters), slightly more structure or additional context could be beneficial while remaining concise.

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?

Despite having an output schema and well-documented parameters, the description is too sparse for a 6-param tool. It lacks context on typical usage, error handling, or relationship to other tools, leaving the agent without sufficient guidance for correct invocation.

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%, so all parameters are documented. The description adds no extra meaning beyond the schema; it only restates the overall purpose. Baseline of 3 is appropriate as the schema carries the weight.

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 (edit) and resource (existing image) using a text prompt. While it is specific, it does not explicitly distinguish from siblings like 'generate_image' or 'advanced_edit', but the naming and context imply the distinction.

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 like 'advanced_edit' or 'transform_image'. No when-not-to-use or prerequisites mentioned.

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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