Supportive, CLI-first commitment tracking engine. Extracts action items from meeting transcripts and chat into a human-readable markdown ledger, reconciles them against evidence (tickets, PRs, updates), and suggests private, rate-limited nudges. Adapter-friendly core, runs offline in demo mode, no credentials needed.