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chimera_transfer_learn

Map concepts from a source domain to a target domain using analogies. Supports adding, querying, and listing mappings.

Instructions

Domain analogy mapper. Actions: add_mapping, query, list. Maps concepts from source_domain to target_domain.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
actionNolist
source_domainNo
target_domainNo
conceptNo
analogyNo
confidenceNo
Behavior2/5

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

No annotations provided, so description must disclose behavior. It mentions mapping and actions, but does not indicate whether add_mapping mutates state, requires permissions, or has side effects. Lack of behavioral details limits safe usage.

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

Conciseness3/5

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

Very short and front-loaded with the core purpose, but the description omits essential details. While concise, it sacrifices informativeness for brevity.

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

Completeness1/5

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

Given the tool has 6 parameters, no output schema, and no annotations, the description is severely incomplete. It does not explain return values, required permissions, or how to construct valid analogies.

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

Parameters1/5

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

Input schema has 0% parameter description coverage. The description only tangentially references source_domain, target_domain, and concept/analogy, but does not explain the purpose or constraints of any parameter, including confidence, which is ambiguous without context.

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 maps concepts between domains and lists three actions. It distinguishes itself from sibling tools like chimera_translate or chimera_knowledge by focusing on domain analogy mapping.

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 on when to use this tool vs alternatives. Does not explain under what circumstances to use each action (add_mapping, query, list) or when to use this tool over other chimera tools.

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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