Skip to main content
Glama

InfoAddict Public Site

Explore Dan Crane public professional evidence

assess_dan_role_fit
Read-onlyIdempotent

Return a zero-input public evidence bundle for established role-fit clients to use with their own local context. It does not state that Dan is seeking roles.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
titleYes
promptYes
journeyYes
audienceYes
readOnlyYes
lastReviewedYes
contentStatusYes
profileVersionYes
draftPreparedAtYes
canonicalBriefUrlYes

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4.5/5.0
Behavior4/5

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

The annotations already declare readOnly, idempotent, and non-destructive behavior. The description adds meaningful context beyond that: it returns a zero-input public bundle and explicitly warns that the content does not state Dan is seeking roles. This non-obvious behavioral constraint is valuable.

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 short sentences deliver the purpose, audience, input requirement, and an important limitation without any filler. Nothing is redundant with the schema or annotations.

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?

For a zero-input tool with a rich output schema and strong annotations, the description is complete. It states what is returned, for whom, and a key semantic boundary. There are no hidden parameters or behavioral surprises left undocumented.

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 tool has zero parameters, so the description's statement that it is zero-input covers the full parameter surface. The schema already documents an empty object, and describing parameters further would be redundant.

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 names a specific verb ('Return') and a specific resource ('public evidence bundle'), and clarifies the intended audience and the important boundary that it does not claim Dan is seeking roles. This distinguishes it from sibling tools like get_services and assess_infoaddict_engagement_fit by focusing on role-fit evidence.

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 gives clear context for when to use the tool: for established role-fit clients needing public evidence to apply locally. It does not explicitly name alternatives or exclusions, but the role-fit phrasing and sibling names make the intended use reasonably discernible.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.

Resources