AI Commitment OS (AutoToDo)

AI Commitment OS is a Commitment Intelligence Platform that captures commitments from conversations and turns them into trackable execution workflows.

Product Thesis

Work is created conversationally but tracked manually. This project closes that gap.

Current Stack

• Next.js 14 (App Router)
• TypeScript (strict)
• Supabase (PostgreSQL + Auth + Realtime + pgvector)
• Tailwind CSS + shadcn/ui
• Zustand + TanStack Query
• Anthropic + OpenAI (for full AI pipeline, when keys are available)

Project Phases

Phase 1 (Completed)

• Project setup
• Auth + onboarding
• Supabase schema + RLS

Phase 2 (Completed)

• Dashboard shell
• Sidebar + inbox UI
• Commitment cards/list
• Query provider + optimistic flows

Phase 3 (Implemented in code)

• AI core (src/lib/ai/*)
• Agent pipeline + orchestrator
• Process-source / draft-follow-up / semantic-search API routes

Phase 4 (In progress)

• Integrations OAuth + callbacks
• Webhook ingestion
• Source creation and pipeline triggers

Phase 5 (In progress)

• Today / Waiting On / At Risk / Projects workflows
• Notifications endpoints
• Deterministic risk + daily planning foundations

Key App Routes

• /today
• /inbox
• /commitments
• /waiting-on
• /at-risk
• /projects
• /settings
• /settings/integrations

Key API Routes

AI

• POST /api/ai/process-source
• POST /api/ai/draft-follow-up
• POST /api/ai/semantic-search

Integrations

• GET /api/integrations/connect/[provider]
• GET /api/integrations/callback/[provider]
• POST /api/integrations/disconnect/[provider]
• GET /api/integrations/list

Webhooks

• POST /api/webhooks/slack
• POST /api/webhooks/zoom
• POST /api/webhooks/gmail

Notifications

• GET /api/notifications/list
• POST /api/notifications/mark-read

Local Setup

npm install
npm run dev