Multi-provider AI assistant for Unity with code editing, asset generation, and agent workflows.
Tool definitions are present with schemas and descriptions, but quality is inconsistent. Most tools have basic descriptions (50-150 chars) and parameter schemas with types, but lack depth in error guidance, output documentation, and LLM-optimized phrasing. No tool annotations (readOnlyHint/destructiveHint) despite clear risk classifications. Parameter descriptions are minimal (10-30 chars). Output schemas are not documented. Error handling is absent from definitions. Naming follows verb_noun convention (asset.import, capture.scene) but some names are ambiguous (generator.quote vs generator.submit). No evidence of idempotency guarantees or recovery guidance.
Creates a new asset.
Imports an asset into the project.
Captures the Game View as an image.
Captures the Scene View as an image.
Creates a checkpoint of specified files.
Lists all available checkpoints.
Restores files from a checkpoint.
No tool annotations (readOnlyHint, destructiveHint, idempotentHint) despite clear risk classifications. LLMs cannot infer which tools are safe to retry or have side effects.
Output schemas are not documented. LLMs cannot plan downstream tool calls or extract required fields (e.g., what does asset.create return? A path? An asset ID?). Breaks tool composition.
Parameter descriptions are minimal (10-30 chars). 'Path to the source file to import' is adequate, but 'Asset type to create' lacks guidance on valid values. No enum constraints visible for asset.create 'type' parameter.
| Scored | Grade | Overall | Spec posture | Rubric |
|---|---|---|---|---|
| 2026-09-23 | D | 54 | 2026-07-28+ | v2 |
Clears the Unity console.
Gets log entries from the Unity console.
Gets a quote for AI content generation including estimated cost and time.
Gets the generated result data for a completed job.
Gets the current status of a generation job.
Submits a generation job to the provider.
No error handling guidance in tool definitions. If asset.import fails (file not found, permission denied, invalid format), LLMs have no recovery path. No recovery-guide pattern implemented.
Ambiguous tool names: 'generator.quote' and 'generator.submit' are not clearly distinguished. LLMs may confuse which to call first. 'quote' suggests a preview; 'submit' suggests execution, but descriptions don't clarify the workflow.