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Headdao
by Headdao

export_project

Export project data and retrieve download URLs for all generated assets: slides, audio, and video.

Instructions

Export project data and download URLs for all generated assets (slides, audio, video).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
project_idYesProject ID to export

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv1.1.2

TDQS

B3.3/5.0
Behavior2/5

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

With no annotations provided, the description carries the full burden for behavioral disclosure. It indicates the tool returns download URLs, but it does not explain whether the export operation is synchronous or asynchronous, whether it triggers generation, or whether the URLs are temporary. This leaves important behavioral ambiguities.

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?

The description is a single sentence with no filler. It front-loads the action and resource, then specifies the asset types. Every phrase earns its place.

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?

The tool is low complexity with one parameter and no output schema, so the description need not be extensive. However, it omits the return format, sync/async behavior, and prerequisites such as generated assets existing. These gaps prevent it from being fully complete.

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%: project_id is documented as 'Project ID to export'. The description adds no further parameter-level meaning beyond the schema, so the 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 action ('Export') and the resource ('project data and download URLs for all generated assets'), with specific asset types (slides, audio, video). This distinguishes it from siblings like get_project or check_status, which focus on retrieving project details or checking status rather than exporting assets.

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 explicit guidance is given about when to use this tool versus alternatives. It does not mention that assets must already be generated, whether export is asynchronous, or that check_status might be needed to monitor progress. Usage is only implied, not stated.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.