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enhance_prompt

Read-only

Expand a short idea into a detailed, professional prompt for image or video generation. Supports custom styles and aspect ratios.

Instructions

Turn a short idea into a professional image/video prompt. Free, local, no API key required.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
ideaYesShort idea or rough prompt.
styleNorealistic, product, cinematic, anime, poster, minimal, or a custom style phrase.
mediaTypeNoimage
aspectRatioNoOptional ratio such as 1:1, 16:9, 9:16, or auto.
referenceCountNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

A3.9/5.0
Behavior4/5

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

Annotations already mark readOnlyHint=true; description adds valuable context ('Free, local, no API key required') beyond annotations, though it does not discuss output format or error behavior.

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?

Two short sentences with no wasted words. The primary action is front-loaded, and the free/local note is appended efficiently.

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

Completeness3/5

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

Missing explicit description of the return value (the enhanced prompt) and no clarification of which parameters are optional/required beyond the schema. Adequate but incomplete for a tool with 5 parameters and no output 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?

With 60% schema coverage, the description does not add meaning beyond what the schema already provides (e.g., style options are listed in schema, not description). No compensation for missing parameter descriptions like referenceCount.

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

Purpose5/5

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

The description 'Turn a short idea into a professional image/video prompt' clearly states the verb (enhance) and resource (prompt), distinguishing it from sibling tools like generate_image that create media directly.

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?

No explicit guidance on when to use this tool versus alternatives or when not to use it. The context implies use for prompt refinement before generation, but this is not stated.

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