We present Hyalinos, a transparent type discovery framework for Pharo that combines HYPHE for multi-source type inference with Mycelium as an open type knowledge storage. HYPHE integrates several existing tools for type inference, type heuristics, results from offline test profiling, and then merges them using one of avail- able reconciliation strategies. Mycelium stores collected types in a GitHub repository, enabling community-wide type knowledge sharing and synchronises with a local type storage. The bundle integrates seamlessly into Pharo IDE, providing existing type infor- mation during coding and methods investigation. Hyalinos is an open-source tool available on https://github.com/hyalinos.
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Jie (Sophia) Gao The Johns Hopkins University, Yue Xue MetaTrust Labs, Xiaofei Xie Singapore Management University, Junming Cao Fudan University, SoeMin THANT Singapore-MIT Alliance for Research and Technology, Erika Lee University of California San Diego, Bowen Xu North Carolina State University