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pricing_series

Retrieve daily price points for an AI model over a custom date range, including min, max, and delta summary. Defaults to last 30 days, maximum 90 days.

Instructions

Daily price points for one AI model with min/max/delta summary. Default range = last 30 days, max 90 days. Costs 1 credit.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
modelYesModel id or display name (e.g. "Claude Opus 4.7" or "claude-opus-4-7")
fromNoStart date YYYY-MM-DD UTC (default: 30 days ago)
toNoEnd date YYYY-MM-DD UTC (default: today)
Behavior3/5

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

With no annotations, the description carries full behavioral disclosure. It mentions cost (1 credit) and range limits, which is helpful but lacks details on idempotency, error handling, or rate limits. Moderate transparency.

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?

The description is two sentences with no wasted words. The key purpose and constraints are front-loaded.

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

Completeness2/5

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

Without an output schema, the description only vaguely indicates output ('min/max/delta summary'). It does not describe the actual time series structure, error behavior (e.g., unknown model), or pagination. This is insufficient for a data retrieval tool with 3 parameters.

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?

All 3 parameters have schema descriptions (100% coverage). The description adds that the default range is 30 days and max is 90 days, and mentions 'min/max/delta summary' which explains the output structure. This adds value beyond the schema.

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 clearly states 'Daily price points for one AI model with min/max/delta summary', specifying the verb (retrieve), resource (AI model), and scope (single model with summary). This distinguishes it from siblings like 'get_model_pricing' and 'compare_models'.

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?

The description provides context (default range, max days, cost) but does not explicitly advise when to use this tool versus alternatives. No mentions of when not to use or specific conditions.

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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