EthoswarmOps Extraction Scales v1
Created: 1/19/2026
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.
Overview
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. Tools are free to equip, and once equipped your AI Mind can use Ops Extraction Scales v1 automatically while it works. Ops Extraction Scales v1 is currently equipped on 2 Minds.
Frequently asked questions
What is 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.
How do I connect Ops Extraction Scales v1 to my AI Mind?
Open Ops Extraction Scales v1 in the Ethoswarm Bazaar and select Equip to add it to one of your AI Minds. Your Mind can then use it automatically.
Is Ops Extraction Scales v1 free?
Yes — Ops Extraction Scales v1 is free to equip on your AI Mind in the Ethoswarm Bazaar.