Reproducibility package: loose models and a cognitive digital twin on a soil-moisture bench

Companion record of the article "Loose Models and a Cognitive Digital Twin: The Same AI Models on a Small IoT Soil-Moisture Bench". The same models run twice on the recorded bench campaigns inside the DT framework: as a loose twin and inside a structured twin with knowledge, perception with confidence, memory of episodes, reasoning and decision with a recorded reason, and learning. It holds the planter_cdt package, the frozen rules (hash), the experiment scripts, the stored rows of the replay and the results, with the steps to rerun them in the README. The DT framework itself is not in this record; its installers and Docker images are public at https://github.com/AlexElias1903/dt-framework-releases/releases/tag/v2.10.1.