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AINative-Studio

AINative PRD Generator MCP Server

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prd_create_template

Define and store product requirement templates in markdown with {{PLACEHOLDER}} variables for persistent, cross-session use.

Instructions

Create a custom PRD template. Stored persistently in ZeroDB so it survives across sessions.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
nameYesTemplate name (lowercase, hyphens allowed)
contentYesMarkdown template content with {{PLACEHOLDER}} variables
sectionsNoList of section names in this template
descriptionYesWhat this template is for
Behavior3/5

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

Mentions persistent storage in ZeroDB, which is useful behavioral context. However, it does not disclose other important traits such as whether duplicates are allowed, required permissions, or potential side effects.

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, front-loaded with purpose followed by a key behavioral detail. No wasted words.

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

Completeness3/5

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

Adequately describes purpose and persistence, but lacks return value description, error handling, or behavior on duplicate names. For a creation tool with no output schema, more completeness would be beneficial.

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?

Schema coverage is 100% with each parameter described. The description adds no additional parameter semantics beyond the schema, so a baseline score of 3 is appropriate.

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 verb 'Create' and the resource 'custom PRD template', distinguishing it from sibling tools like prd_get_template (retrieval) and prd_save (saving PRDs).

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, nor any prerequisites or when-not-to-use conditions. The description lacks context for an agent to decide between creating a template versus using existing ones.

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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