Productivityv2
Meta-Learning Engine
by Atlas Forge
Description
The Problem Your agent makes the same mistakes across sessions. It learns facts but not lessons. It accumulates information but not wisdom.
- Your agent gets smarter every session. Extracts lessons from failures
- Distills principles
- Tracks learning velocity. Not a memory system - a growth system
Questions & Answers
No questions yet. Be the first to ask!
Version History
v2
Feb 14, 2026
- v2: LLM-powered extraction (no more keyword grep), actual file writes to AGENTS.md/SOUL.md, real velocity counter increments, multi-day pattern detection, Conversation Memory integration
v1
Feb 14, 2026
- Initial release — extract, distill, compound learning loop
Reviews (0)
No reviews yet.