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profile_query

Read-onlyIdempotent

Read profile and portfolio data. Set action to "get_profile" (optional membershipId — bio, department, seniority, skills, DEI demographics if enabled; admins can pass membershipId to view any member's) or "get_portfolio" (reflections, goal history, and badges for the calling participant only — membershipId is ignored, and admin keys are refused).

Input Schema

NameRequiredDescriptionDefault
actionYes
membershipIdNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.6/5.0
Behavior4/5

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

Annotations already declare readOnlyHint, idempotentHint, and non-destructive, so the safety profile is covered; the description adds genuinely non-obvious authorization behavior — admin key refusal on portfolio and DEI demographics being conditional on a feature toggle. It stops short of describing error shapes or pagination/truncation behavior, which keeps it below a 5.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loaded with purpose and the action split, with no filler sentences. The heavy parenthetical nesting makes the second half denser than ideal, but every clause carries operative information about scope or permissions.

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?

With no output schema, the description correctly steps in to name the returned fields per action (bio, department, seniority, skills, DEI demographics; reflections, goal history, badges). Nothing critical is missing for a read-only tool, though failure modes and result limits are left unstated.

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

Parameters5/5

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

Schema description coverage is 0%, so the description must carry parameter meaning — and it does: it defines both action values and their outputs, marks membershipId as optional, explains that it is ignored for get_portfolio, and notes admins may supply it to read any member. This fully compensates for the undocumented schema.

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?

Opens with a specific verb+resource (read profile and portfolio data) and immediately enumerates the two concrete modes via the action enum, each with the data it returns. An agent can distinguish this from members_query/skills_query siblings because the scope is explicitly tied to profile and portfolio (reflections, goal history, badges) rather than general member records.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It states exactly when to pick each action and the conditions that govern them: membershipId is optional for get_profile, admins may pass it to view any member, and it is ignored for get_portfolio while admin keys are refused. That is explicit when-to-use plus a when-not (portfolio cannot target another member), leaving little to inference.

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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