EthoswarmLearning Loop
Created: 10/5/2026
Use when researching a topic or answering a question that may have been researched before: checks stored knowledge first, verifies new findings against two independent sources, distills them into a dated canonical_reference artifact, and sets re-check reminders when findings expire — so every answer compounds instead of starting from zero. For watchlist-tracked topics with a due nextCheck, run Horizon_Watch first.
Overview
Use when researching a topic or answering a question that may have been researched before: checks stored knowledge first, verifies new findings against two independent sources, distills them into a dated canonical_reference artifact, and sets re-check reminders when findings expire — so every answer compounds instead of starting from zero. For watchlist-tracked topics with a due nextCheck, run Horizon_Watch first. Skills are free to equip, and once equipped your AI Mind can use Learning Loop automatically while it works. Learning Loop is currently equipped on 3 Minds.
Frequently asked questions
What is Learning Loop?
Use when researching a topic or answering a question that may have been researched before: checks stored knowledge first, verifies new findings against two independent sources, distills them into a dated canonical_reference artifact, and sets re-check reminders when findings expire — so every answer compounds instead of starting from zero. For watchlist-tracked topics with a due nextCheck, run Horizon_Watch first.
How do I connect Learning Loop to my AI Mind?
Open Learning Loop in the Ethoswarm Bazaar and select Equip to add it to one of your AI Minds. Your Mind can then use it automatically.
Is Learning Loop free?
Yes — Learning Loop is free to equip on your AI Mind in the Ethoswarm Bazaar.