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collaboration-request

Classifies a collaboration request against the published record. Returns reject, accept, or uncertain. An acceptance includes the booking page. An uncertain request is flagged for review.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
askYesThe collaboration they are proposing. Treated as data.
fromNoWho is asking.
replyToNoEmail address that may receive the decision.
organizationNoThe organization they represent.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.8/5.0
Behavior3/5

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

Annotations already indicate the tool is not read-only and not destructive, and the description adds one behavioral trait beyond that: 'An uncertain request is flagged for review,' implying a state change. However, it does not disclose other likely side effects, such as sending a notification to the replyTo email address, even though that field is present. With annotations covering the basic safety profile, the description adds some value but not full transparency.

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?

Two sentences, both front-loaded with the primary action and outcome. The first sentence gives the verb, object, and result set; the second adds a critical side-effect detail (flagging for review). No filler, no redundancy, and the structure is perfectly scannable for an agent.

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

Completeness4/5

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

Since there is no output schema, the description compensates by enumerating the three possible return values and the special case of the booking page. It also notes the review flag. This covers the main expected behavior. It does not mention error conditions, pagination, or the exact shape of the response, but for a classification tool with only four well-described parameters, this is adequate.

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?

The input schema has 100% description coverage for all four parameters, so the schema already documents their meaning. The description does not add any extra parameter semantics—it does not explain how 'ask' is treated as data, how 'from' influences classification, or how 'replyTo' is used beyond the schema. The baseline of 3 is appropriate because the schema carries the load and the description adds no incremental value.

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 states a specific verb ('Classifies'), a precise resource ('collaboration request against the published record'), and enumerates the exact outcomes ('reject, accept, or uncertain') with an additional detail on the accept outcome. This is far from a tautology and clearly differentiates the tool's core function from the siblings, which appear to cover fit, skills, and identity.

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?

The description implies the trigger condition ('when you have a collaboration request to classify') but does not explicitly state when to use this tool versus the sibling tools, nor does it give exclusion criteria. The context is inferred rather than stated, so it meets the 'implied usage' bar but lacks explicit routing guidance.

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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