Crate mimirs_eval 

mimirs-eval: EvolMem-inspired memory evaluation benchmark for MimirsWell

Implements systematic evaluation of memory quality across 7 cognitive dimensions from the EvolMem framework (Shen et al., 2026, arXiv:2601.03543):

Declarative Memory:

1. Retrieval — accuracy of recalling relevant information
2. Summarization — quality of memory consolidation/abstraction
3. Isolation — prevention of cross-source memory interference
4. Inference — reasoning from stored facts
5. Reproduction — faithful reconstruction of past interactions

Non-Declarative Memory: 6. Learning — acquisition of operational rules from experience 7. Habituation — stability of automatic memory patterns across sessions

Structs

DimensionScore

Score for a single evaluation dimension (0.0 to 1.0).

EvalConfig

Configuration for memory evaluation.

EvalEngine

Main evaluation engine for memory quality assessment.

EvalReport

Complete evaluation report across all 7 dimensions.

EvalWeights

Weights for each evaluation dimension in the overall score.

Enums

EvalError

Errors that can occur during memory evaluation.