NLP pipeline for detecting and measuring surprise intensity in Russian user reviews. Processes geo-reviews-dataset-2023 with lemmatisation, semantic weighting, and rule-based labeling. Supports emoji categorisation, CAPS recognition, and three-level intensity scoring.

Recursive research intelligence that gets smarter every time you use it. MCP server + CLI + REST API. Prediction-error learning, surprise detection, persistent brain.