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adithya-1010010

COS-MCP

find_domain_experts

Read-only

Find domain experts by searching employee skills, system ownership, and project involvement. Get ranked results to identify the right consultants for specific technical or business areas.

Instructions

Search through employee skills, system ownership, and project involvement to find domain experts. Scores and ranks employees by relevance to a given domain (e.g. "payments", "kubernetes", "react"). Use this when you need to identify who to consult for a specific technical or business domain.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
domainYesThe domain to search for experts in (e.g. "payments", "kubernetes", "react", "fraud")
Behavior4/5

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

Annotations already declare readOnlyHint=true, which the description aligns with. The description adds behavioral context by stating it scores and ranks employees, and mentions the data sources searched. This goes beyond the annotation without contradicting it.

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 with no filler. The first sentence states the action and data sources, the second gives usage context and examples. Highly efficient and front-loaded.

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?

With a single well-documented parameter, read-only annotation, and no output schema, the description fully covers what the tool does, when to use it, and what to expect (ranked experts). No significant gaps remain.

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 description coverage is 100% for the single 'domain' parameter. The description provides examples and clarifies the meaning of 'domain', but this is incremental value; the schema already fully documents the parameter, so baseline 3 is appropriate.

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 searches through skills, ownership, and involvement to find and rank domain experts. The verb 'search' and outcome 'find domain experts' is specific and distinguishes it from sibling tools that analyze ownership, dependencies, or knowledge risk.

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?

Provides explicit use case: 'Use this when you need to identify who to consult for a specific technical or business domain.' This gives clear context but does not explicitly mention alternatives or when not to use it, so it misses the top score.

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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