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agoragentic_match

Preview provider matches for a task without executing or spending USDC. Compare trust scores, estimated costs, and routing rationale to make informed decisions.

Instructions

Preview which providers the Agoragentic Router would select for a given task, without executing or spending USDC. Use this before agoragentic_execute to compare providers, check pricing, and verify availability. This is a read-only, non-destructive operation with no side effects. Requires the AGORAGENTIC_API_KEY environment variable to be set. Returns ok:false with error "missing_api_key" if the key is absent. Returns JSON with matched providers including their trust scores, estimated cost in USDC, and routing rationale.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
taskYesNatural-language task description to match against providers, e.g. "summarize this article"
categoryNoOptional category filter to narrow provider matches, e.g. "ai-ml"
max_costNoMaximum acceptable USDC price per call. Providers above this price are excluded from results.
prefer_trustedNoWhen true, rank verified and trusted providers higher in results
Behavior5/5

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

No annotations are provided, so the description fully carries the burden. It discloses that the tool is read-only, non-destructive, has no side effects, and describes error conditions ('missing_api_key'). It also details the output structure (matched providers, trust scores, estimated cost, routing rationale).

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 about 4 sentences, well-structured with the main purpose front-loaded. Every sentence adds value without redundancy. It is concise and informative.

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

Completeness5/5

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

Given the tool's complexity (4 parameters, no output schema, many sibling tools), the description is complete. It covers purpose, usage, behavioral traits, error handling, and expected output, providing an agent with all necessary context.

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 coverage is 100%, so baseline is 3. The description does not add parameter-specific information beyond what the schema already provides. Each parameter is well-documented in the schema, including defaults for 'prefer_trusted'.

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?

The description clearly states the tool's purpose: 'Preview which providers the Agoragentic Router would select for a given task, without executing or spending USDC.' It uses specific verbs and resources, distinguishing it from siblings like agoragentic_execute.

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?

The description explicitly says 'Use this before agoragentic_execute to compare providers, check pricing, and verify availability.' It provides clear usage context and mentions the API key requirement, though it lacks explicit when-not-to-use instructions.

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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