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content_generate_content

Destructive

Generate content by submitting a free-text message and optional JSON inputs to a domain agent. The agent executes under your authorized tenant and company scope to deliver the requested content.

Instructions

Run the content domain agent action generate_content.

Routes through the platform's domain-agent dispatcher under your JWT, tenant, and company scope.

Args: message: Free-text objective for the action. inputs: Optional JSON string of structured inputs for the action.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
inputsNo{}
messageNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv0.1.0

TDQS

D1.9/5.0
Behavior2/5

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

The description does not disclose any side effects beyond what the annotations already indicate. It mentions routing under JWT/tenant/company scope, which is an implementation detail, but does not explain what actions are performed on content or whether data is modified. Given the destructiveHint annotation, the lack of clarification is a notable gap.

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

Conciseness4/5

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

The description is brief, consisting of two sentences. It is structurally clear in stating the action and the routing mechanism, though the routing detail adds little value. Overall it is concise, but the content is thin.

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?

The description lacks essential context such as expected outputs, parameter usage, and when to invoke this tool. Although the output schema exists, the description does not reference it or explain what the agent will receive back. The tool is too vague for an agent to use effectively without further knowledge.

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?

The parameters 'message' and 'inputs' are not described at all. The schema provides no descriptions and the tool description adds no meaning. An agent has no idea what to pass for these parameters.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose2/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description merely restates the tool name and mentions it runs a domain agent action. It does not clarify what 'generate_content' actually does, such as what type of content is generated or how it differs from other content creation tools like create_document. This makes its purpose ambiguous.

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

Usage Guidelines1/5

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

There is no guidance on when to use this tool versus any alternative. The description only explains the routing mechanism, not the appropriate use case. No comparison to sibling tools is provided.

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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