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get-opportunity-feed

Retrieves a ranked feed of symbiotic matches and product concepts to uncover waste-to-resource connections between factories.

Instructions

Retrieve a ranked feed of symbiotic matches and product concepts.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Behavior1/5

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

No annotations are provided, so the description must disclose behavioral traits. It fails to mention read-only nature, authentication needs, rate limits, or potential side effects, leaving the agent with no safety or behavioral information.

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?

The description is a single, concise sentence that conveys the core functionality without any redundant words or fluff.

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?

Given zero parameters and no output schema, the description is minimal but functional. However, it lacks explanation of what 'symbiotic matches' and 'ranking' entail, which could reduce completeness for complex use cases.

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

Parameters4/5

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

The input schema is empty with 0 parameters, so schema description coverage is 100%. The description does not need to add parameter meaning, and the baseline of 4 is appropriate as there is no gap to fill.

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 clearly states the verb (retrieve), resource (ranked feed), and content (symbiotic matches and product concepts). It distinguishes from sibling get-product-concepts by adding 'symbiotic matches' and ranking, but does not explicitly highlight the differences.

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 versus alternatives like get-product-concepts. The description does not mention prerequisites or typical use cases, leaving the agent uninformed about selection criteria.

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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