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commitment-tracking

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JosephOIbrahim / OTTO

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Cognitive commitment engine with constitutional safety. Watches your messages for promises ('I'll send that Monday'), remembers them, and follows up without judgment. Goes quiet when you're depleted. Deterministic core (Patent P1) + optional Claude Opus 4.7 nuance.

python sqlite mcp personal-assistant mental-health nudge whatsapp-bot adhd claude self-management determinism anthropic llm-agent constitutional-ai claude-opus agent-sdk adhd-friendly adhd-tools commitment-tracking cognitive-protection
  • Updated May 15, 2026
  • Python

akira231097 / commitment-decay-engine

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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.

python markdown cli automation pytest operations developer-tools transcripts agents accountability meeting-notes dataclasses ops-tooling team-productivity commitment-tracking
  • Updated Jun 18, 2026
  • Python

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