Smart Word Generator

How it works

1. Phonotactic learning — scans all lemmas in your dictionary to learn onset/coda patterns, bigram frequencies, syllable shapes (CVCV, CVC…), and word lengths. New words are generated using those exact patterns.
2. Swadesh gap analysis — compares your dictionary glosses against the 100-word Swadesh list and identifies which basic concepts are missing.
3. Suggestions — each generated word comes with a suggested meaning drawn from your semantic gaps, so you're filling real holes in your vocabulary.

Modes

• Fill Swadesh gaps — prioritizes meanings your language is missing
• Random category — picks from a random semantic group (body, nature, verbs…)
• Form only — generates word shapes with no meaning attached

Features

• Generate 1, 3, 5, or 10 words at once
• Add to dictionary directly from the card (word · IPA · gloss · part of speech)
• Add all button to save every result in one click
• Re-roll individual word forms while keeping the suggested meaning
• Swadesh coverage progress bar
• Adapts to your light/dark theme

Permissions required

• read:dictionary — to learn phonotactics and check coverage
• read:phonology — to generate accurate IPA
• write:dictionary — to save generated words back to your language