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product_profitability__unit_economics

Compute unit economics to assess product profitability by analyzing ARPU, variable cost per user, and customer acquisition cost.

Instructions

[product-profitability] unit_economics

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
cacYes
arpuYes
variable_cost_per_userYes
Behavior1/5

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

No annotations provided, so the description carries full burden. The description is completely silent on behavioral traits such as what the tool returns, side effects, or computational nature.

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 extremely short but at the cost of being uninformative. It is under-specification, not conciseness. One sentence that adds no value.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness1/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given three required parameters and sibling tools for cost allocation and product P&L, the description does not explain how unit economics fits in. No output schema or return value hints. Completely inadequate.

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% and the description adds no meaning to parameters (arpu, cac, variable_cost_per_user). The agent receives no hints about what these numbers represent.

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

Purpose1/5

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

Description is a tautology: '[product-profitability] unit_economics' merely restates the tool name with brackets. It gives no indication of what the tool does or what it computes.

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?

No guidance on when to use this tool versus sibling tools like product_profitability__allocate_costs or product_profitability__product_pnl. No context for appropriate invocation.

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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