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json_create_mapping

Generate a JSON transformation mapping from a project directory, enabling data structure conversion for integration or processing tasks.

Instructions

Generate JSON transformation mapping

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
api_keyNoAPI key for Pro/Enterprise
directoryYesProject directory
Behavior2/5

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

No annotations are provided, so the description carries the full burden. It only says 'Generate' without disclosing where the mapping is created, whether files are written, whether the operation is idempotent, what the output looks like, or when the optional api_key is actually required. This is a significant transparency gap for a tool that creates something.

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?

The description is a single terse sentence with no wasted words, but it is under-specified rather than appropriately concise. It lacks the operational detail needed for an agent to confidently invoke the tool, so brevity hurts more than it helps.

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?

With no annotations and no output schema, the description must explain the generated mapping, where it goes, and what inputs influence it. It does none of that. The agent cannot tell what artifact will be produced or how to verify success, making the description incomplete for a generation tool.

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?

Schema description coverage is 100%, so the schema already documents both parameters. The description adds only the general context of JSON transformation mapping but does not explain how directory or api_key relate to the mapping generation beyond what the schema already states. Baseline 3 is appropriate.

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: it generates a mapping for JSON transformations. This is understandable and not tautological, but it does not distinguish the tool from overlapping siblings like json_transform_pipeline, mapper_generate_transforms, or jtt_from_json.

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?

There is no guidance about when to use this tool instead of alternatives. The description does not mention any conditions, exclusions, or related tools, leaving the agent to guess which of the many generate/transform siblings is appropriate.

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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