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ejwhite7

@b2b-saas-inc/olli-mcp-server

create_variations

Generate multiple variations of social media posts tailored for platforms like LinkedIn, Twitter, Instagram, Facebook, or Slack.

Instructions

Generate multiple variations of a post

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
workspace_idYesWorkspace slug or UUID
contentYesSource content to create variations from
countNo
platformNo
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 does not state whether the tool is destructive, has side effects (e.g., saving variations), requires authentication, or has rate limits.

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

Conciseness3/5

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

The description is a single sentence, which is concise, but lacks substance. It is not overly verbose, but it is too brief to be considered well-structured with front-loaded key information.

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?

Given no output schema, no annotations, and only 4 parameters, the description is incomplete. It fails to explain the return value, what 'variations' entails, or if any data is persisted.

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

Parameters2/5

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

The description adds no information beyond the input schema. Schema coverage is 50% (only workspace_id and content have descriptions), and the description does not explain how 'count' or 'platform' affect the variations.

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 'Generate multiple variations of a post' clearly states the tool's purpose with a specific verb and resource. It distinguishes from siblings like 'generate_post' and 'improve_content' by implying a source-to-variations transformation.

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 provides no guidance on when to use this tool versus alternatives, such as 'improve_content' or 'generate_post'. There are no explicit conditions, prerequisites, or exclusions.

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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