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Estimate a clone

estimate_clone
Read-only

Paste a TikTok or Instagram link (photo carousel or wall-of-text video). Prolifik rebuilds it as variations in the brand's voice: paraphrased copy, subtly changed visuals, the brand's logos. Variations stay on the cloning job until saved to the Library or scheduled. This quotes what one clone would cost in AI credits, spending nothing. Before the post is downloaded the slide count is unknown, so a photo link is quoted at six slides and says so.

Input Schema

NameRequiredDescriptionDefault
urlYes
variationsNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.3/5.0
Behavior4/5

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

Annotations already cover the safety profile (readOnlyHint=true, destructiveHint=false), so the bar is lower. The description still adds real behavioral context: no credits are spent, variations persist on the cloning job until saved or scheduled, and slide count is unknown pre-download so photo links are assumed at six slides. It stops short of stating auth/brand requirements.

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 lead sentence correctly front-loads the action, and the pricing behavior is stated plainly. However, the elaboration on Prolifik's brand-voice reproduction ('paraphrased copy, subtly changed visuals, the brand's logos') is product marketing that does not help an agent decide or invoke the tool, so not every sentence 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?

With no output schema and no annotations describing the response, the description should clarify what the quote actually returns (credit amount, structure), which it only gestures at. It is reasonably complete on the input side for `url` but omits the `variations` parameter and the return shape.

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?

Schema description coverage is 0%, so the description carries the full burden. It does characterize the `url` parameter well (TikTok or Instagram, photo carousel or wall-of-text video), but the `variations` parameter (1-8) is never mentioned, so its effect on the quote is left completely unexplained.

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?

States a specific verb (quote/estimate) and resource (a clone) and makes the key distinction from the actual cloning flow explicit: 'This quotes what one clone would cost in AI credits, spending nothing.' It does not name the sibling tool (clone_post) that performs the real operation, but the read-only framing makes the difference inferable.

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

Usage Guidelines3/5

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

Usage is implied rather than stated: the estimate is meant to precede the actual clone. There is no explicit 'use this before X / use clone_post to actually create' routing, and no mention of prerequisites such as whether a brand must exist. Adequate but clearly leaves the when-to-use to inference.

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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