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visual_loop.create

blender_visual_loop_create

Create an iterative visual feedback loop in Blender that refines a scene to match a target image through scored rounds of adjustments.

Instructions

PartMe Blender Harness command visual_loop.create. Risk: standard; maturity: L1. Requirements: Per-request argument checks and session policy still apply; Approved output root; export additionally requires a committed snapshot

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
loopIdNo
maxRoundsNo
_requestIdNoStable request id for replay safety
targetDataNoBounded Base64 PNG or JPEG
targetPathNo
stallWindowNo
minimumScoreNo
_authorizationNoAction-bound Harness authorization claim
_transactionIdYesHarness milestone transaction id
minimumImprovementNo
_expectedSceneRevisionNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Addedv0.5.3

TDQS

D1.1/5.0
Behavior1/5

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

Annotations are all false, providing no behavioral hints. The description only cites risk and maturity levels and output requirements, but fails to disclose what the tool actually does or its side effects. It does not explain what a 'visual loop' is or what 'create' entails.

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

Conciseness2/5

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

The description is short but under-specified, providing almost no useful content. It is not an example of efficient communication; it is a nearly empty placeholder that repeats the name and adds only vague metadata.

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

Completeness1/5

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

With 11 parameters and a complex workflow signaled by the input schema, the description is grossly insufficient. It does not explain the tool's purpose, when to use it, how to interpret parameters, or what the output represents. An agent cannot safely invoke this tool based on this definition.

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

Parameters1/5

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

Schema description coverage is only 36%, and the description adds no parameter explanations. Parameters like loopId, maxRounds, targetPath, stallWindow, minimumScore, minimumImprovement, and _expectedSceneRevision remain undocumented in both the schema and description, leaving the agent unable to fill them correctly.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose1/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description is essentially a tautology, restating the command name 'visual_loop.create' without explaining what it does. It adds risk/maturity notes and requirements but never states the tool's actual function, making it indistinguishable from siblings like blender_visual_loop_record_capture or blender_visual_loop_status.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines1/5

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. There is no mention of scenarios, prerequisites, or exclusions. An agent has no basis to decide between visual_loop.create and other visual_loop tools.

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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