Press chat into action.
Extract only what people actually committed to. Keep questions open, preserve the source line, and review every NLP tag before the ledger travels.
Local text analysis only. No Telegram, Mira, voice transcription, remote model, or conversation-memory integration.
Awaiting transcript
Maya 2 · Ari 1
Speaker prefixes establish ownership. The engine does not infer a different owner from a name mentioned inside a message.
Promise versus request
“I will send” is explicit future language. “Can you confirm?” remains an open question, even with a Thursday date.
Tags are not intent
Dates and verbs help structure the line; human review remains necessary for implicit promises, pronouns, sarcasm, and relative dates.
Rule-guided local NLP. It may miss implicit commitments or ambiguous language. Confirm source lines, owners, and relative dates before sharing or importing elsewhere.