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BIS — Butkeraites Intelligent Solutions

assess_fit

Given a description of an operational problem, assess whether BIS is a fit and map it to the most relevant BIS capabilities, with the next step to engage.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
problem_descriptionYesThe operational problem: domain, decision, data, outcome.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A3.5/5.0
Behavior3/5

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

With no annotations, the description carries the full behavioral burden, and it does convey the shape of the output: a fit verdict, a capability mapping, and a suggested next step. However it says nothing about whether the assessment is authoritative, whether it requires configuration/context beyond the problem text, or any limitations or caveats. Adequate but with clear gaps for a zero-annotation tool.

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?

A single front-loaded sentence that leads with the input condition and then states the two outputs and the follow-on action. It is efficient and free of padding, though the trailing 'with the next step to engage' clause is slightly awkward and could be tightened.

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?

For a one-parameter, no-output-schema tool, the description usefully summarizes what comes back (fit assessment, capability mapping, next step), so the agent knows the return shape without an output schema. It is nearly complete, with only behavioral caveats for a no-annotation tool left unaddressed.

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?

There is a single parameter and schema description coverage is 100%; the schema already documents the parameter as 'domain, decision, data, outcome'. The description merely restates 'a description of an operational problem' and adds no format, length, or content guidance beyond the schema, so the baseline 3 applies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description names a specific verb and resource: assess fit of BIS to an operational problem and map it to BIS capabilities, plus the engagement next step. This clearly separates it from sibling list/search tools like list_services or get_bis_overview. It stops short of explicitly differentiating from compare_bis_vs_alternatives or get_next_step, whose territory it partially overlaps.

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 phrase 'Given a description of an operational problem' implies the triggering condition, but there is no explicit when-to-use versus when-not guidance and no named alternative such as compare_bis_vs_alternatives. Usage is inferable but left to the agent.

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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