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regenerate_art

Idempotent

Make new AI art for one of your bottles from its stored photo (or a new photo), like Think harder → Only regenerate the art. Uses 1 AI art credit (free 5/day, Pro unlimited). Two steps.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
styleNoArt style. Free: Elements. Pro: Elements, Dark, Blended, Heritage, Oak, Cheers.Elements
bottle_idYes
imageDataNoBase64 JPEG/PNG photo of the bottle (or a data: URL)
confirm_tokenNoOmit first: you get a preview (and what it costs). Repeat with identical arguments plus this token after the user agrees.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.6/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=false, idempotentHint=true and destructiveHint=false. The description meaningfully adds context annotations cannot: it uses 1 AI art credit (free 5/day, Pro unlimited) and that the operation is a two-step preview-then-confirm flow. This cost/rate-limit disclosure is exactly the value-add expected beyond structured fields.

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

Conciseness3/5

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

The purpose is front-loaded, but the fragment "like Think harder →" is cryptic UI-speak that adds confusion rather than meaning, and the style enum detail is left entirely to the schema. One clause is wasted.

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?

For a credit-consuming, no-output-schema mutation tool, the description covers the essentials: what is produced, the cost, and the two-step confirmation. It does not state what happens to the bottle record itself or what the preview returns, but this is a minor gap given the annotations and schema.

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 75% and the description adds little: "from its stored photo (or a new photo)" merely restates that imageData is optional, while style, imageData and confirm_token are already documented in the schema. bottle_id remains undescribed in both places. Baseline 3 is appropriate when the schema does most of the work.

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?

Starts with a specific verb+resource: "Make new AI art for one of your bottles from its stored photo (or a new photo)." The phrase "Only regenerate the art" signals scope, distinguishing it from a fuller re-identification pipeline. However, it never names the sibling it is scoping against (e.g., reidentify_bottle), so differentiation is implied rather than explicit.

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

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

"Two steps" and the credit-cost note imply the workflow, but there is no explicit when-to-use/when-not guidance and no named alternative. The confirm_token schema field carries the actual two-step mechanics, so the description only hints at usage rather than routing the agent.

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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