patcon

Helper for the valency-anndata Python package — an AnnData-based toolkit for analyzing Polis opinion/voting data. Use when working with Polis conversations, running the Polis analysis pipeline (recipe_polis), loading datasets, preprocessing vote matrices, clustering participants, or visualizing results. Triggers on: AnnData vote matrices, Polis data, opinion clustering, val.datasets/val.preprocessing/val.tools/val.viz usage, recipe_polis, schematic diagrams, langevitour, jupyter-scatter, or any valency-anndata API call.

Write a single haiku with an emotional bias (default: nostalgia or longing). Use when the user asks for haiku, poetry, or short evocative verse.