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cognitive.analogical_transfer

Transfer structural strategies across disparate domains via Structure-Mapping Engine (SME).

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
strategy_idNo
source_task_structure_idYes
target_task_structure_idYes

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Added

TDQS

C2.7/5.0
Behavior2/5

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

With no annotations provided, the description carries the full burden of behavioral disclosure, yet it only says what the tool does, not whether it mutates state, requires pre-existing task structures, records experiences, or has side effects. Mentioning the SME algorithm adds slight specificity but does not compensate for these gaps.

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 10-word sentence with no wasted words, front-loaded with the verb 'Transfer'. It is efficient, though the 'via Structure-Mapping Engine (SME)' clause is a mechanism detail that could arguably be traded for more operationally useful information.

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

Completeness2/5

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

For a tool with zero annotations and zero parameter descriptions, a single sentence is inadequate. It omits prerequisites (must source and target structures already exist?), side effects, and how this connects to sibling tools like report_transfer. The presence of an output schema covers return values, but the operational context remains thin.

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

Parameters2/5

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

Schema description coverage is 0%, so the description must compensate for undocumented parameters, but it only loosely maps 'domains' to the two structure IDs and never explains strategy_id or its null default. The parameter names are self-evident, but the description adds almost no semantic value beyond them.

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 states a specific verb and resource ('Transfer structural strategies across disparate domains') and names the mechanism (Structure-Mapping Engine), signaling a distinct operation from siblings like report_transfer or synthesize_program. However, it does not explicitly differentiate itself from the many related cognitive.* tools, and 'structural strategies' is somewhat jargon-heavy.

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

Usage Guidelines2/5

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

No guidance is given on when to use this tool versus siblings like report_transfer, compose_strategies, or synthesize_program. The only weak implication is 'across disparate domains', which hints that the tool is for cross-domain cases but provides no exclusions, prerequisites, or ordering relative to other cognitive operations.

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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