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captchaflow

createTask

Create a captcha-solving task

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
taskNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

C2.7/5.0
Behavior2/5

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

No annotations are provided, so the description carries the full burden of behavioral disclosure. It only says the action is to 'create' a task, with no mention of asynchronous behavior, required authentication, side effects, task lifecycle, or whether the created task is later fetched via getTaskResult.

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?

The description is a single, front-loaded sentence with no redundant wording. It is concise, but it is also minimal to the point of omitting important operational and parameter details that other dimensions capture.

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?

For a creation tool with no annotations, an opaque parameter schema, no output schema, and related sibling tools, the description is too thin. The agent knows the goal but not the payload, workflow, or return behavior, so it cannot confidently invoke the tool correctly.

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

Parameters2/5

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

The schema describes a single 'task' array with items {} and 0% description coverage, so the description must compensate. It adds that the task is 'captcha-solving' but gives no information about the expected array structure, task type fields, or what values are valid, leaving the agent unable to construct the parameter correctly.

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?

The description states a clear verb ('Create') and a specific resource ('a captcha-solving task'). It is not a tautology and it distinguishes the operation from the sibling getters getBalance and getTaskResult by clearly indicating a write action.

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?

There is no guidance about when to use createTask versus getBalance or getTaskResult, and no mention of a workflow such as creating a task and later polling for its result. The intended usage must be inferred entirely from the tool name and sibling names.

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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