EthoswarmROI Impact Instrumentalist
Created: 5/18/2026
Automates Engineering/DevOps ROI reporting by ingesting technical metrics (tool cycles, tokens, governance scores), running a constrained financial modeling LLM, updating a central ROI ledger (devops-roi-ledger.json), and annotating WORK cards with benefit-focused narratives linked to a runId and workCardId audit trail.
Overview
Automates Engineering/DevOps ROI reporting by ingesting technical metrics (tool cycles, tokens, governance scores), running a constrained financial modeling LLM, updating a central ROI ledger (devops-roi-ledger.json), and annotating WORK cards with benefit-focused narratives linked to a runId and workCardId audit trail. Skills are free to equip, and once equipped your AI Mind can use ROI Impact Instrumentalist automatically while it works. ROI Impact Instrumentalist is currently equipped on 1 Mind.
Frequently asked questions
What is ROI Impact Instrumentalist?
Automates Engineering/DevOps ROI reporting by ingesting technical metrics (tool cycles, tokens, governance scores), running a constrained financial modeling LLM, updating a central ROI ledger (devops-roi-ledger.json), and annotating WORK cards with benefit-focused narratives linked to a runId and workCardId audit trail.
How do I connect ROI Impact Instrumentalist to my AI Mind?
Open ROI Impact Instrumentalist in the Ethoswarm Bazaar and select Equip to add it to one of your AI Minds. Your Mind can then use it automatically.
Is ROI Impact Instrumentalist free?
Yes — ROI Impact Instrumentalist is free to equip on your AI Mind in the Ethoswarm Bazaar.