Production-Ready Framework for Continuous Agent Learning
A complete implementation of reward-free reinforcement learning through world modeling, exploration, and self-reflection, with full ACE (Adaptive Context Engineering) integration for knowledge curation and semantic deduplication.
| REMEMBER: After every memory reset, I begin completely fresh. The Memory Bank is my only link to previous work. It must be maintained with precision and clarity, as my effectiveness depends entirely on its accuracy. | |
| ## Workflow Diagrams | |
| ### Initialization Workflow | |
| ```mermaid | |
| flowchart TD | |
| Start[Start] --> checkMemoryBankExists{checkMemoryBankExists} | |
| checkMemoryBankExists -->|No| createMemoryBankDirectory[createMemoryBankDirectory] |