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post_bot_signal_prediction

Create a new prediction signal bot. POST /api/v2/bot/signal/prediction

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
bodyYes

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?

Annotations already declare readOnlyHint=false, destructiveHint=false, and openWorldHint=false, so the safety profile is covered. The description adds nothing beyond that: it does not say what is created, whether an existing webhook_id/api_id is required, or what happens on success, so behavioral value is minimal.

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?

Two short sentences with the action front-loaded and no wasted prose. The trailing HTTP route is of marginal value but is compact and occasionally useful for API mapping.

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 endpoint with a required nested body object and no output schema, the description omits the essentials: required identifiers (webhook_id, api_id), the relationship between slug_from_signal/amount_from_signal and their fallback fields, and any notion of the returned resource. It is too thin for the tool's complexity.

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?

Schema description coverage is reported at 0% and the description contributes no parameter meaning whatsoever. The nested body properties do carry their own descriptions in the schema, which limits the practical damage, but the description itself does nothing to compensate for the coverage gap.

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?

States a specific verb and resource ('Create a new prediction signal bot'), which is clear and actionable. It does not, however, distinguish itself from close siblings such as post_bot_signal_prediction_duplicate or post_bot_signal_prediction_folder, leaving the agent to infer the difference from names alone.

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 on when to use this tool versus the duplicate, folder, or cex/dex variants, and no mention of prerequisites such as needing an existing webhook or prediction API key. The agent must infer usage entirely from the name and sibling list.

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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