ops-extraction-scales-v1

This tool computes an Extraction Index defined as net_profit_margin_percent divided by real_wage_growth_percent and determines whether the audited entity is in a PREDATORY (index > 10.0) or SUSTAINABLE (index <= 10.0) regime in line with the Pruning Protocol logic. It accepts numeric inputs net_profit_margin_percent and real_wage_growth_percent, plus an optional entity_name describing the entity under audit. Using only these inputs, the worker must return a JSON object that includes the calculated index, the verdict status, and any protocol-related indicators such as whether throttling is mandated, exactly as required by the system-provided structured output schema. The output JSON must strictly validate against that auto-produced schema, including all required fields, types, and enums, with no extra keys or undocumented fields.