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gameforge_generate_turnaround_workflow

Builds a self-adapting 4-view orthographic character turnaround workflow and optionally dispatches it to ComfyUI, supporting split or merged checkpoints and dynamic alpha matting.

Instructions

Build (and optionally dispatch to ComfyUI) a self-adapting 4-View Orthographic Character Turnaround workflow supporting both split UNETLoader+DualCLIPLoader+FluxGuidance and merged checkpoints + dynamic BiRefNet/RMBG alpha matting.

Input Schema

NameRequiredDescriptionDefault
project_idYes
character_idYes
resolution_widthNoDefault 1536
workflow_profileNoAuto-detects from ComfyUI /object_info when 'auto'
resolution_heightNoDefault 768
submit_to_comfyuiNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv2.0.0

TDQS

B3.1/5.0
Behavior3/5

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

No annotations exist, so the description carries the whole burden. It usefully discloses the dual-mode adaptivity and, importantly, that the tool can dispatch to an external ComfyUI server — a side effect an agent must plan around. It says nothing about whether artifacts are written to disk, what happens when ComfyUI is unreachable, or whether a submitted job is awaited or fire-and-forget.

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?

A single front-loaded sentence with the action verb first and no filler. It is dense with pipeline-specific node names, which is efficient for an informed agent though mildly jargon-heavy.

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?

For a six-parameter generation tool with no annotations and no output schema, the description omits what the tool returns or produces, where assets land, and how failure of an optional ComfyUI dispatch is reported. Those gaps matter more here because nothing structured fills them.

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 50%: resolution defaults and the workflow_profile enum are already described in the schema. The description's main added value is clarifying that dispatch to ComfyUI is optional, which maps to submit_to_comfyui. project_id and character_id remain entirely undocumented in both places.

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?

States a specific verb and resource: build a 4-View Orthographic Character Turnaround workflow, with the option to dispatch it to ComfyUI. The node-level detail (UNETLoader/DualCLIPLoader/FluxGuidance vs merged checkpoints, BiRefNet/RMBG matting) makes the scope concrete. It does not differentiate itself from the close sibling gameforge_generate_consistent_sprites_workflow, so an agent must infer which generator applies.

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?

There is no statement of when to choose this over gameforge_generate_consistent_sprites_workflow or gameforge_generate_3d_from_sheet, nor prerequisites such as an initialized project, registered character, or a running ComfyUI instance. The only usage signal is implicit in the workflow_profile 'auto' option, which is documented in the schema, not the description.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.