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DatingProfile: AI dating photos

About DatingProfile

about_datingprofile
Read-onlyIdempotent

What DatingProfile is and how making photos from this chat works, step by step. Call this first if you are unsure how to help someone get dating photos.

Input Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.8/5.0
Behavior3/5

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

Annotations already declare this is a safe, idempotent, non-destructive read with no external side effects, so the description carries less burden. It adds that the content is procedural orientation rather than user data, but says nothing about what the answer actually returns or whether it reflects live account state.

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 sentences, no filler, with the what-is-it framing first and the call condition second. Every clause earns its place.

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 zero-parameter, read-only orientation tool with no output schema, the definition covers purpose and invocation timing adequately. The only real gap is not indicating whether the guidance is static documentation or account-specific.

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?

There are zero parameters, so there is nothing for the description to disambiguate and the baseline applies. It correctly implies no input is needed to get the explanation.

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 what the tool offers: an explanation of what DatingProfile is plus a step-by-step of how photos get made from this chat. That clearly distinguishes it from action siblings like create_photos or get_photos, though 'what DatingProfile is' is the vaguer half of the sentence.

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?

'Call this first if you are unsure how to help someone get dating photos' gives a concrete trigger condition tied to agent uncertainty. It stops short of naming alternative tools to consult when the agent is already confident, but the selection condition is clear.

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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