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LetsBegin

Your AI tools are frying your brain. We fix that.

A 2026 BCG study found workers using 4+ AI tools make 39% more major errors. LetsBegin replaces the chaos with one calm workflow: describe what you want to build, get a structured plan, and execute it — with AI doing the heavy lifting while you stay in control.

What it does

  1. Describe your project — Write a brief (or let AI help you write one)
  2. Get a structured plan — AI breaks it into a dependency graph (DAG) of tasks
  3. Execute with flexibility — Use our API, bring your own API key (BYOK), or connect via MCP/OpenClaw
  4. Review in batches — Reduce oversight burden with batch review mode instead of constant supervision

Key features

  • One tool, not six — Plan, execute, and review in one place. No more tab circus.
  • Zero-context chat — Task chat is pre-loaded with your full project context. Never re-explain.
  • Context carry-forward — Completed task outputs automatically feed into downstream tasks.
  • Cross-project intelligence — "Your Day" dashboard picks the best tasks across all your projects based on energy, deadlines, and priority.
  • Brain fry protection — Tracks your cognitive load, suggests breaks, and adapts task recommendations to your energy level.
  • ADHD-friendly UX — Task timer, streaks, encouragement, break reminders, and "break it down more" for any task.
  • Quick capture — Instantly add thoughts to any project from the dashboard.
  • OpenClaw compatible — Use LetsBegin as an OpenClaw Skill from WhatsApp, Slack, Telegram, or any messaging app.

Execution modes

Mode How it works
Our API We handle everything. Zero setup.
Your API Key (BYOK) Add your Anthropic/Google/OpenAI key. Your calls, your cost.
MCP Use get_planning_prompt and submit_plan tools from Claude Code or any MCP client.
OpenClaw Install the LetsBegin skill and interact through your messaging apps.

Getting started

npm install
npm run dev

Set up your environment variables:

NEXT_PUBLIC_SUPABASE_URL=your-supabase-url
NEXT_PUBLIC_SUPABASE_ANON_KEY=your-supabase-anon-key
ANTHROPIC_API_KEY=your-key        # for "Our API" mode
GOOGLE_GENERATIVE_AI_API_KEY=your-key  # optional

Tech stack

  • Next.js 16 with Turbopack
  • Supabase for auth and user settings
  • Vercel AI SDK for streaming LLM responses
  • TypeScript throughout

MCP Server

See mcp-server/README.md for setup instructions.

OpenClaw Skill

See openclaw/README.md for installation.

License

MIT

About

AI project planning with brain fry protection. One tool to replace the chaos.

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