Discover ways of how people are really using OpenClaw (previously ClawdBot, MoltBot) in their daily life.

Awesome OpenClaw Use Cases

Solving the bottleneck of OpenClaw adaptation: Not skills, but finding ways it can improve your life. This is a community collection of real-life use cases for OpenClaw.

Warning: OpenClaw skills may have critical security vulnerabilities. Review any skill thoroughly before use, you are responsible for your own safety.

Social Media

Name	Description
Daily Reddit Digest	Summarize a curated digest of your favourite subreddits, based on your preferences.
Daily YouTube Digest	Get daily summaries of new videos from your favorite channels — never miss content from creators you follow.
X Account Analysis	Get a qualitative analysis of your X account.

Creative & Building

Name	Description
Overnight mini-App Builder	Wake up to a fresh micro-app idea, built and ready to try
YouTube Content Pipeline	Automate video idea scouting, research, and tracking for a YouTube channel.

Infrastructure & DevOps

Name	Description
n8n Workflow Orchestration	Delegate API calls to n8n workflows via webhooks — the agent never touches credentials, and every integration is visual and lockable.
Self-Healing Home Server	Run an always-on infrastructure agent with SSH access, automated cron jobs, and self-healing capabilities across your home network.

Productivity

Name	Description
Autonomous Project Management	Coordinate multi-agent projects using STATE.yaml pattern — subagents work in parallel without orchestrator overhead.
Multi-Channel AI Customer Service	Unify WhatsApp, Instagram, Email, and Google Reviews in one AI-powered inbox with 24/7 auto-responses.
Phone-Based Personal Assistant	Access your AI agent via phone calls, hands-free voice assistance for any phone.
Inbox De-clutter	Summarize Newsletters and send you a digest as an email.
Personal CRM	Automatically discover and track contacts from your email and calendar, with natural language queries.
Health & Symptom Tracker	Track food intake and symptoms to identify triggers, with scheduled check-in reminders.
Multi-Channel Personal Assistant	Route tasks across Telegram, Slack, email, and calendar from a single AI assistant.
Project State Management	Event-driven project tracking with automatic context capture, replacing static Kanban boards.
Dynamic Dashboard	Real-time dashboard with parallel data fetching from APIs, databases, and social media.
Todoist Task Manager	Maximize agent transparency by syncing reasoning and progress logs to Todoist.
Phone-Based Personal Assistant	Access OpenClaw from any phone via voice call or SMS. Get calendar updates, Jira tickets, and web search results hands-free.
Family Calendar & Household Assistant	Aggregate all family calendars into a morning briefing, monitor messages for appointments, and manage household inventory.
Multi-Agent Specialized Team	Run multiple specialized agents (strategy, dev, marketing, business) as a coordinated team via a single Telegram chat.

Research & Learning

Name	Description
AI Earnings Tracker	Track tech/AI earnings reports with automated previews, alerts, and detailed summaries.
Personal Knowledge Base (RAG)	Build a searchable knowledge base by dropping URLs, tweets, and articles into chat.

Finance & Trading

Name	Description
Polymarket Autopilot	Automated paper trading on prediction markets with backtesting, strategy analysis, and daily performance reports.

🤝 Contributing

We welcome contributions! See CONTRIBUTING.md for guidelines.

• Add a new usecase
• Improve existing ones

Please only submit usecases you have already worked with and verified that works (at least for a day). We value real ideas that make our lives actually better, not worse!

Note: We do not accept use cases related to crypto.