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visualize_workflow

Convert ComfyUI workflow JSON into a Mermaid flowchart diagram. Nodes are grouped by category and connections labeled with data types for clear pipeline visualization.

Instructions

Convert a ComfyUI workflow JSON into a Mermaid flowchart diagram. Returns mermaid syntax showing nodes grouped by category (loading, conditioning, sampling, image, output) with connections labeled by data type.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
workflowYesComfyUI workflow JSON (as a JSON string or object)
directionNoFlowchart direction: LR (left-to-right) or TB (top-to-bottom)LR
show_valuesNoInclude widget values (seed, steps, cfg, etc.) in node labels
Behavior3/5

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

With no annotations, the description must cover behavioral details. It tells what the tool returns but does not mention error handling, validation behavior, or any side effects. For a conversion tool, this is acceptable but not thorough.

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?

The description is very concise: two sentences with no redundant information. Every sentence adds value and the purpose is immediately clear.

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

Completeness4/5

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

Given no output schema, the description explains the return format (mermaid syntax) and details grouping and labeling. It is mostly complete but could mention that output is a string or note edge cases like invalid input.

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 baseline 3. The description provides context about the output grouping but does not add meaning beyond the schema for parameters like 'show_values' and 'direction'.

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 tool converts ComfyUI workflow JSON to a Mermaid flowchart, specifying the output format and grouping/labeling details. However, it does not explicitly differentiate from the sibling 'visualize_workflow_hierarchical', which could cause confusion.

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 like 'visualize_workflow_hierarchical' or 'mermaid_to_workflow'. No prerequisites or context are 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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