evo-memory

What problem does it solve?

Keeps persistent research memory across ideation and experimentation cycles, enabling knowledge continuity, faster cycle starts, and better decision-making by recalling past directions, experiments, and outcomes.

Core Features & Use Cases

• Two memory stores: Ideation Memory (M_I) for feasible and unsuccessful directions, and Experimentation Memory (M_E) for data-processing and model-training strategies.
• Three evolution mechanisms: IDE (Idea Direction Evolution) after ideation, IVE (Idea Validation Evolution) after experiments, and ESE (Experiment Strategy Evolution) after successful pipelines.
• Reading memory at cycle start to seed ideation and guide experiments; pruning and version tracking to maintain memory hygiene; generation of evolution reports to justify memory updates.
• Memory integration points with other skills to improve search, planning, and execution across cycles.

Quick Start

Load M_I and M_E from the memory directory and initialize IDE, IVE, and ESE triggers for a new research cycle.