# Normalize JSON

LAB_ONLY deterministic skill for agent discovery research.

## Use when
You need a JSON object normalized into stable key order for deterministic comparison, validation, snapshots, or structured-data workflow tests.

## Do not use when
You need semantic transformation, remote data, network access, production execution, or a paid MACH service.

## Invocation
Discover the MACH Agent Lab Edge through its A2A Agent Card and send a task asking to normalize JSON. The current public lab returns only deterministic fixture behavior.

Production connected: false.