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AINative-Studio

AINative PRD Generator MCP Server

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prd_load

Load a saved Product Requirement Document (PRD) by its artifact ID to resume editing. Use at session start to continue work on an existing PRD.

Instructions

Load a saved PRD by its artifact ID. Use at the start of a session to resume work on an existing PRD.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
prd_idYesArtifact ID returned by prd_save or prd_generate
Behavior3/5

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

With no annotations, the description carries the burden. It implies a read operation but does not disclose error handling, permissions, or return value. The description is minimal, which is adequate for a simple load but could be improved.

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 succinct sentences with no wasted words. The first states the action, the second provides usage context, making it easy to scan.

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

Completeness4/5

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

For a simple retrieval tool with one parameter and no output schema, the description covers its purpose and when to use it. It could hint at what the returned data contains (the full PRD) to improve completeness.

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 description coverage is 100% for the single parameter. The description only reiterates the schema's info about artifact ID origin, adding no new meaning beyond what the schema provides.

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 clearly states the tool loads a saved PRD by artifact ID, specifying the action and resource. It hints at its use for resuming work, which helps distinguish from sibling tools like prd_search, but does not explicitly differentiate from other retrieval tools.

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

Usage Guidelines4/5

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

The description explicitly says to use at the start of a session to resume work, providing clear context. However, it does not mention when not to use it or suggest alternative tools like prd_search for finding PRDs.

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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