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transform_transform_unflatten

Transform flat records with dot-notation keys into nested dictionaries. Accepts an optional separator for custom key delimiters.

Instructions

[transform] Convert dot-notation keys back into nested dict. Returns {result}.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
recordYes
sepNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior2/5

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

With no annotations, the description carries the full burden of disclosing behavior. It only states the conversion and return of '{result}', without details on recursion, collision handling, or side effects. This is insufficient for a transformation tool.

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

Conciseness2/5

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

While very short, the description omits essential information. A one-sentence description without parameter explanations or usage context is under-specified, not appropriately concise.

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 lack of annotations and zero schema description coverage, the description should provide comprehensive context. It fails to explain the input structure, the meaning of 'sep', or the output format, leaving the agent uninformed about critical details.

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?

Schema description coverage is 0%, so the description must compensate. It does not explain the 'record' or 'sep' parameters at all. The 'sep' parameter, which specifies the separator for dot notation, is completely omitted.

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 clearly states that the tool converts dot-notation keys into nested dicts. The verb 'convert' and the resource 'dot-notation keys' are specific. It implicitly distinguishes from the sibling 'transform_transform_flatten' which does the opposite, but does not explicitly mention the inverse relationship.

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 provided on when to use this tool versus alternatives. There is a sibling tool 'transform_transform_flatten' that performs the inverse operation, but the description does not mention it or provide context for appropriate usage.

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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