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AINative-Studio

AINative PRD Generator MCP Server

Official

prd_list_templates

Retrieve all built-in and custom PRD templates, each structured for specific product types to streamline document creation.

Instructions

List all available PRD templates (built-in and custom). Each template has a specific structure optimized for different types of products and features.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
include_customNoInclude custom templates stored in ZeroDB (default: true)
Behavior3/5

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

Describes it as a listing operation but lacks explicit behavioral traits like read-only nature, authentication needs, or performance impact; no annotations provided to supplement.

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 concise sentences with no redundant information; efficient communication.

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?

No output schema and description does not explain return format, error conditions, or usage context; incomplete for a listing tool.

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

Parameters3/5

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

Parameter description already covers semantics; tool description adds no additional meaning beyond what schema provides.

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?

Clearly states listing all PRD templates (built-in and custom) with a specific verb and resource, differentiating from siblings like prd_get_template.

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; no when-to-use or when-not-to-use information.

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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