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Build a committed Russian common-noun word list (dictprep/russian/scrabble.txt) from the RAN orthographic dictionary, for the Эрудит ruleset. - Stage 1 (Go, dictprep/ruwords): orfo_dict_2025.txt -> all.txt; extracts headwords, reconstructs "ед." singulars (suppressing plurals), pairs "и" variants. - Stage 2 (Python brain, dictprep/ru_stage2.py): OpenCorpora (mawo-pymorphy3) + libmorph + orthographic notes select common nouns (nom. sing.); --trace explains a word's fate, --dump writes the in-memory buckets. - libmorph C++ bridge (libmorph_check.cpp); manual_confirm.txt is merged in. - orfo_dict_2025.txt is the committed pdftotext source of truth. - See dictprep/README.md for methodology and reproducibility.