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replicate_cancel_prediction

Cancel a running Replicate prediction to abort its execution and free resources.

Instructions

Cancel a running Replicate prediction.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
api_tokenYes
prediction_idYes
Behavior2/5

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

No annotations provided; the description only says 'Cancel' with no details on side effects (e.g., if cancellation is immediate, if results are lost, or billing impact). Minimal behavioral disclosure.

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

Conciseness4/5

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

Single sentence, no fluff or repetition. However, it is overly concise, omitting critical parameter and behavioral information, so it does not earn the top score.

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?

Simple tool with 2 required parameters and no output schema. The description lacks parameter details and return value expectations, making it incomplete for reliable use.

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

Parameters1/5

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

Schema description coverage is 0% (api_token, prediction_id have no descriptions). The description adds no meaning to the parameters, failing to explain their purpose or format.

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 the action 'Cancel' and the resource 'running Replicate prediction,' distinguishing it from siblings like create_prediction, get_prediction, or list_predictions.

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

Usage Guidelines2/5

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

No guidance on when to use this tool versus alternatives (e.g., letting a prediction finish). The description does not mention prerequisites or when not to use it.

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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