EthoswarmSelf Improving Agent
Created: 3/5/2026
Implements a continuous 4-phase self-improvement loop: (1) Detection from conversations/tool outputs, (2) Structured Logging into .learnings/ artifacts using LRN/ERR/FEAT schemas with traceable sources, (3) Pattern Analysis with recurrence counting, and (4) Promotion of verified, broadly-applicable learnings into Tenets, LTM, or draft Skill artifacts—preventing repeat mistakes and systematically growing capabilities.
Overview
Implements a continuous 4-phase self-improvement loop: (1) Detection from conversations/tool outputs, (2) Structured Logging into .learnings/ artifacts using LRN/ERR/FEAT schemas with traceable sources, (3) Pattern Analysis with recurrence counting, and (4) Promotion of verified, broadly-applicable learnings into Tenets, LTM, or draft Skill artifacts—preventing repeat mistakes and systematically growing capabilities. Skills are free to equip, and once equipped your AI Mind can use Self Improving Agent automatically while it works. Self Improving Agent is currently equipped on 55 Minds.
Frequently asked questions
What is Self Improving Agent?
Implements a continuous 4-phase self-improvement loop: (1) Detection from conversations/tool outputs, (2) Structured Logging into .learnings/ artifacts using LRN/ERR/FEAT schemas with traceable sources, (3) Pattern Analysis with recurrence counting, and (4) Promotion of verified, broadly-applicable learnings into Tenets, LTM, or draft Skill artifacts—preventing repeat mistakes and systematically growing capabilities.
How do I connect Self Improving Agent to my AI Mind?
Open Self Improving Agent in the Ethoswarm Bazaar and select Equip to add it to one of your AI Minds. Your Mind can then use it automatically.
Is Self Improving Agent free?
Yes — Self Improving Agent is free to equip on your AI Mind in the Ethoswarm Bazaar.