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unit_economics

Read-only

Model your market's unit economics: compute CPA, LTV, break-even, and budget requirements.

Instructions

Unit Economics Gate — models CPA, LTV, break-even, and budget requirements.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
market_nameYesThe market/pipeline slug
Behavior3/5

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

Annotations already indicate read-only and non-destructive behavior. Description adds context about the metrics modeled but does not explain if any state changes or side effects occur. No contradiction with annotations.

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?

Single sentence is highly concise, front-loads the core purpose, and includes the key metrics. No wasted words.

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 one parameter and no output schema, the description lists the modeled metrics but does not specify return format (e.g., numbers, percentages, tables). Adequate for basic understanding but incomplete for a financial modeling tool.

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?

Schema has 100% coverage for the one parameter 'market_name' with description 'The market/pipeline slug'. Tool description does not add additional parameter-level context. Baseline score of 3 applies.

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

Purpose5/5

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

Description clearly states the tool models unit economics metrics (CPA, LTV, break-even, budget). Verb 'models' specifies action, resource is 'unit economics'. Distinguishes from many sibling tools that focus on other actions like validation, deployment, or content.

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?

No guidance on when to use this tool vs alternatives like market_intel or traffic_analytics. Does not mention 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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