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suggest_generator

Analyzes creative concepts and budgets to rank AI generators with rationale and cost estimates, helping select the optimal model for your project.

Instructions

Pick the best generation model for a creative concept + budget.

Analyzes the concept (motion, style, realism requirements) and returns a ranked list of generators with rationale and estimated cost per generation.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
conceptYesWhat you want to create (plain language or a prompt)
budget_usd_maxNoMax spend per generation in USD (default $1.00)

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior4/5

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

No annotations provided, but the description discloses key behaviors: analyzes concept for motion, style, realism and returns a ranked list with rationale and cost. This is adequate for a non-destructive recommendation tool.

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 sentences, no filler, front-loaded with the core action. Every word adds information.

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?

Description covers input (concept, budget) and output (ranked list, rationale, cost), and output schema exists. It lacks differentiation from siblings but is sufficient given the tool's simplicity.

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

Parameters4/5

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

Schema covers both parameters fully. Description adds value by specifying that concept should include motion, style, and realism requirements, which goes beyond the schema's generic description.

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 uses specific verbs ('Pick', 'Analyzes', 'returns') and clearly indicates the tool recommends a generation model for a creative concept and budget, distinguishing it from siblings like list_models which likely only list models.

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

Usage Guidelines4/5

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

The description clearly implies use for recommending a model given concept and budget, but does not explicitly state when not to use it or provide alternatives among siblings.

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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