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generate_youtube_script

Generate a YouTube script for a CreatorOS project by providing a topic and project ID, with customizable tone for professional or other styles.

Instructions

Generate a YouTube script for a CreatorOS project.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
toneNoProfessional
topicYes
project_idYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

C2.2/5.0
Behavior1/5

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

With no annotations present, the description carries the full burden of disclosing side effects, persistence, permissions, or whether the generation creates a saved record. It simply says 'Generate' and offers no behavioral context beyond the bare operation, leaving the agent blind to any state-changing or long-running behavior.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness2/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is short, but it is under-specified rather than usefully concise. One generic sentence does not earn its keep because it omits critical behavioral and parameter context while offering no structural benefit.

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?

There is an output schema, so return-value details may be covered elsewhere, and the operation is conceptually simple. However, the description is incomplete for a tool with no annotations and no parameter guidance, leaving the agent without clarity on expected inputs, side effects, or how this generation relates to the CreatorOS project.

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

Parameters1/5

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

Schema description coverage is 0%, so parameter semantics must come from the description, but it adds nothing about project_id, topic, or tone. The schema only provides property names and a default for tone, and the description does not clarify how these fields should be used together.

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 states a specific action ('Generate') and resource ('a YouTube script'), and the 'CreatorOS project' context anchors it to the tool family. It is not a tautology, and the resource name distinguishes it from sibling content-generation tools like generate_linkedin_post or generate_blog, though it does not explicitly elaborate on the script format or scope.

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?

The description gives no guidance on when to use this tool versus the many sibling generation tools, nor does it mention prerequisites such as whether the project must already exist. The only implied usage is that it is for YouTube scripts, which is not sufficient guidance on its own.

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