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OpenClaw Use Cases
Real ways people use OpenClaw every day
Productivity
Autonomous Project Management with Subagents
Decentralized project coordination where subagents work autonomously on tasks, coordinating through shared STATE.yaml files rather than a central orchestrator.
AdvancedPro Plan
Social Media
Daily Reddit Digest
Run a daily digest of the top performing posts from your favourite subreddits, with preference learning over time.
BeginnerStarter Plan
Social Media
Daily YouTube Digest
Start your day with a personalized summary of new videos from your favorite YouTube channels — no more missing content from creators you actually want to follow.
BeginnerStarter Plan
DevOps
Dynamic Dashboard with Sub-agent Spawning
Create a live dashboard that spawns sub-agents to fetch data from multiple sources in parallel — GitHub, social media, markets, and system health — with threshold alerts.
AdvancedPro Plan
Business
AI-Powered Earnings Tracker
Automate earnings season tracking — weekly calendar previews, one-shot cron scheduling per company, and detailed post-report summaries delivered to Telegram.
BeginnerStarter Plan
Productivity
Family Calendar & Household Assistant
Aggregate all family calendars into a morning briefing, monitor messages for appointments, and manage household inventory through chat.
IntermediatePro Plan
Productivity
Inbox Declutter
Summarize newsletters, classify email noise, and send a clean daily inbox digest with preference learning.
BeginnerStarter Plan
Research
Personal Knowledge Base (RAG)
Build a searchable knowledge base from everything you save — articles, tweets, videos, PDFs — with semantic search and cross-workflow integration.
IntermediatePro Plan
Productivity
Multi-Agent Specialized Team
Spin up a small team of AI agents — each with a distinct role and personality — all controllable from a single Telegram chat.
AdvancedPro Plan