What Can OpenClaw Do?
Real use cases from the community. See what's possible.
OpenClaw isn't a chatbot โ it's an always-on assistant that connects to your real tools. These are the most popular ways people use it.
Popular Use Cases
Email Automation
Morning briefings, smart drafts, and automatic responses that sound like you.
- โ Save 2+ hours daily
- โ Never miss important emails
- โ Auto-prioritization
"My inbox went from stressful to manageable overnight."Learn more โ
Calendar Management
Schedule meetings, set reminders, and get daily agenda briefings via chat.
- โ Natural language scheduling
- โ Conflict detection
- โ Timezone-aware
"Just message 'schedule lunch with Sarah next week' and it's done."Learn more โ
Research Assistant
Multi-agent research that gathers, synthesizes, and cites sources automatically.
- โ Deep web research
- โ Citation tracking
- โ Summary reports
"It's like having a research team that works 24/7."Learn more โ
Coding Helper
Code reviews, PR summaries, CI/CD monitoring, and GitHub issue management.
- โ PR reviews via chat
- โ Build notifications
- โ Issue triage
"I review PRs from my phone while walking the dog."Learn more โ
Social Media Management
Draft posts, track mentions, schedule content across platforms.
- โ Multi-platform posting
- โ Engagement alerts
- โ Content repurposing
"My Twitter engagement doubled with automated responses."Learn more โ
Meeting Notes & Follow-Ups
Auto-generate meeting summaries, extract action items, and draft follow-up emails.
- โ Structured notes from rough scribbles
- โ Action items with owners and deadlines
- โ Follow-up emails in 30 seconds
"Meetings finally lead to action."Learn more โ
Data Analysis
Ask questions about your spreadsheets in plain English and get instant insights.
- โ Natural language data queries
- โ Automated trend detection
- โ Recurring report generation
"Anyone can now be a data analyst."Learn more โ
Inbox Zero
AI triages your email, drafts responses, and keeps your inbox clean every day.
- โ Smart email categorization
- โ Auto-draft routine responses
- โ Priority alerts for urgent items
"From 200 unread to zero in 20 minutes."Learn more โ
Lead Qualification
Score, enrich, and qualify leads automatically against your ideal customer profile.
- โ Instant lead scoring against ICP
- โ Automated data enrichment
- โ Triggered outreach sequences
"Our SDRs focus on conversations, not research."Learn more โ
Customer Support
Triage tickets, draft responses, and escalate intelligentlyโall automated.
- โ Smart ticket routing
- โ Knowledge-base-powered drafts
- โ SLA breach prevention
"Response time dropped from 4 hours to 25 minutes."Learn more โ
Competitor Monitoring
Track competitor websites, pricing, and launches with automated alerts and reports.
- โ Real-time change detection
- โ Weekly intelligence reports
- โ Pricing and feature tracking
"We caught their pricing change the same day."Learn more โ
Content Repurposing
Turn one blog post into social threads, newsletters, and video scripts automatically.
- โ One piece โ 10 formats
- โ Platform-specific adaptation
- โ Automated content calendar
"3x the content, same team size."Learn more โ
Newsletter Automation
Curate content, draft issues, and ship your newsletter consistentlyโon autopilot.
- โ AI-powered content curation
- โ Full issue drafts in your voice
- โ Never miss a send date
"My newsletter went from biweekly-maybe to every Friday."Learn more โ
Daily Briefing
Wake up to a personalized digest: emails, calendar, tasks, and news in one message.
- โ Everything important in one view
- โ Customizable sections
- โ Delivered to any channel
"My mornings went from chaos to clarity."Learn more โ
Workflow Automation
Describe any multi-step process in plain English and let OpenClaw automate it.
- โ Natural language workflow creation
- โ Multi-step orchestration
- โ Built-in error handling
"We replaced 12 Zapier zaps with 3 conversations."Learn more โ
From the community
Real workflows shared by the OpenClaw community. Click any card to read the full setup, or jump to the original post.
10K Email Cleanup & CLI Tools
Automate email cleanup and manage CLI tools to organize your inbox and streamline developer workflows with AI agents.
341 Sessions in 7 Days
Scale your productivity by running multiple AI agent sessions to research markets, refine proposals, and automate complex workflows.
7-Service Integration Hub
Connect your health data, code repositories, and messaging apps to automate personal workflows and streamline daily productivity.
AI Car Purchase Negotiation
Negotiate car prices with an AI agent to secure dealer discounts and save thousands on your next vehicle.
AI Earnings Tracker
Track tech/AI earnings reports with automated previews, alerts, and detailed summaries.
AI Media Studio
Automate content creation with AI agents that transcribe audio, generate music, and manage social media operations for creators.
AI Video Editing via Chat
Edit videos by describing changes in natural language โ trim, merge, add music, subtitles, color grade, crop to vertical. No timeline, no GUI.
Alexa Natural Language Control
Control Alexa smart home devices using natural language commands through your preferred AI agent or CLI.
All-in-One WhatsApp Bot
Consolidate your apps into a personal WhatsApp AI agent to manage tasks and groups with deep context.
App Store Submission via Chat
Submit apps to Apple and automate TestFlight processes via Telegram chat to streamline your mobile development workflow.
Article Curator App
Automate your reading discovery with a personalized AI agent that curates high-quality articles based on your interests.
arXiv Paper Reader
Read and analyze arXiv papers conversationally โ fetch by ID, browse sections, compare abstracts, and get AI summaries.
Auto Flight Check-in
Automate tedious flight check-ins and secure your preferred window seat using an AI agent that monitors your email.
Auto-Discover & Control HomePods
Automatically discover and control HomePods on your network to manage smart home audio without manual setup or pairing.
Automated Grocery Ordering
Automate grocery ordering and restock your kitchen using an AI agent that handles supermarket logins and MFA for you.
Automated Meeting Notes & Action Items
Turn meeting transcripts into structured summaries and automatically create tasks in Jira, Linear, or Todoist โ assigned to the right person.
Automated Weekly SEO Analysis
Automate weekly SEO analysis to track keyword rankings and generate performance reports without manual effort.
Autonomous Game Dev Pipeline
Full lifecycle management of educational game development: from backlog selection to implementation, registration, documentation, and git commit. Enforces "Bugs First" policy.
Autonomous Project Management
Coordinate multi-agent projects using STATE.yaml pattern โ subagents work in parallel without orchestrator overhead.
Beeper + Homey + Fastmail
Integrate Beeper, Homey, and Fastmail with AI agents to automate messaging, smart home control, and email management.
Build UI from WhatsApp
Build and customize user interfaces through WhatsApp messages by letting your AI agent generate code and UI components instantly.
Calendar + Obsidian + GitHub Hub
Automate calendar management, Obsidian notes, and GitHub contributions with an AI agent to streamline your productivity workflow.
Chat-Based Calendar Management
Manage work and family calendars through chat to quickly add events, check schedules, and sync with your spouse.
Code Automation
Let OpenClaw review PRs, generate tests, and refactor code around the clock โ so your team ships faster without burning out on busywork.
Codex Agent Orchestration
Deploy Codex agents to automate app improvements and bug fixes by orchestrating multiple pull requests from your screenshots.
Connected OpenClaw Pair
Sync AI agent memory and share context between OpenClaw bots to build a collaborative second brain with your partner.
Cross-Platform Task Runner
Automate cross-platform workflows like managing issues, drafting emails, and opening pull requests to boost your team's productivity.
Custom Morning Brief
Get a fully customized daily briefing โ news, tasks, content drafts, and AI-recommended actions โ texted to you every morning.
Daily Email & Slack Summaries
Get daily AI-generated summaries of your emails and Slack messages to stay updated without reading every thread.
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 โ never miss content from creators you follow.
Debug Between Gym Sets
Fix code bugs and patch apps mid-workout using AI agents so you stay productive even between gym sets.
Dedicated Mac Mini Setup
Configure a dedicated Mac Mini to automate tasks and push code securely using isolated AI agent accounts.
Dedicated Smart Home Agent
Control your smart home appliances and automate household tasks with a dedicated, self-hosted AI agent running on local hardware.
Discord as Digital Hub
Centralize your notes, emails, and projects in Discord to eliminate friction and turn ideas into execution with AI.
Discord-Controlled Projects
Control and run your custom projects directly from Discord to automate workflows using simple chat commands.
Dual OpenClaws in WhatsApp
Enable multiple AI agents to collaborate in WhatsApp groups to automate complex scheduling and team coordination tasks.
Dynamic Dashboard
Real-time dashboard with parallel data fetching from APIs, databases, and social media.
Dynamic MadLibs for Kids
Create interactive AI stories with custom images and history to keep kids engaged and learning through dynamic word games.
Event Guest Confirmation
Call a list of event guests one-by-one to confirm attendance, collect notes, and compile a summary โ fully automated via AI voice calls.
Everything via Telegram
Manage emails, home automation, and task lists through a single Telegram chat to centralize your digital life.
Exercise Heat Map from Garmin
Visualize your Garmin fitness data with interactive heat maps to track workout intensity and discover your most active routes.
Family & Friends AI Setup
Set up AI agents for family and friends to simplify daily tasks and help non-techies embrace automation.
Family Calendar & Household Assistant
Aggregate all family calendars into a morning briefing, monitor messages for appointments, and manage household inventory.
Full Site Rebuild via Chat
Migrate your Notion content to Astro and rebuild your entire website through simple chat commands via Telegram.
Goal-Driven Autonomous Tasks
Brain dump your goals and have your agent autonomously generate, schedule, and complete daily tasks โ including building surprise mini-apps overnight.
Google Analytics Skill Builder
Build custom GA4 analytics skills in minutes to automate data insights and tracking without manual setup or server management.
Habit Tracker & Accountability Coach
Proactive daily check-ins via Telegram or SMS that track habits, maintain streaks, and adapt their tone based on your progress.
Hacker News Article Curator
Receive a daily morning rollup of your Gmail and Calendar events to stay organized without checking multiple accounts.
Health & Symptom Tracker
Track food intake and symptoms to identify triggers, with scheduled check-in reminders.
HF Papers Research Discovery
Discover trending ML papers on Hugging Face, triage by upvotes, and deep-read via arXiv โ all conversationally.
Hologram Cube Display
Give your AI agent a physical presence with a hologram cube display to create a dedicated desktop companion.
Home Project Manager
Organize home projects and research tasks with an AI agent that coordinates family schedules and prepares weekly briefs.
Idea Capture & Decision Pipeline
Capture thoughts into an automated AI pipeline that conducts research and generates decision records while you sleep.
Inbox De-clutter
Summarize Newsletters and send you a digest as an email.
Insurance Claim Filing
File insurance claims and schedule repair appointments automatically using natural language to eliminate administrative friction and save time.
IoT Device Calibration
Calibrate IoT devices and fix complex hardware setups using AI-guided troubleshooting and real-time screenshot analysis for accurate performance.
JIRA Integration Skill
Automate JIRA ticket updates and project tracking with an AI agent to eliminate manual project management tasks.
Lab Results Organizer
Automatically organize bloodwork lab results into a structured Notion database to track your health data without manual entry.
Large-Scale Data Scraping
Automate large-scale web scraping to extract millions of data points across social platforms without manual effort or server management.
LaTeX Paper Writing
Write and compile LaTeX papers conversationally with instant PDF preview โ no local TeX installation needed.
Local CRM Framework
Turn OpenClaw into a fully local CRM and sales automation platform with `npx denchclaw` โ DuckDB, browser automation, multi-view UI, and natural language queries.
macOS Menu Bar Controller
Manage your AI agent status and controls natively from the macOS menu bar to automate tasks without leaving your workflow.
Market Research & Product Factory
Mine Reddit and X for real pain points using the Last 30 Days skill, then have OpenClaw build MVPs that solve them.
Morning Briefing Rollup
Get a daily AI-generated summary of your overnight emails and calendar events to start your morning organized.
Multi-Agent Content Factory
Run a multi-agent content pipeline in Discord โ research, writing, and thumbnail agents working in dedicated channels.
Multi-Agent Orchestration
Orchestrate multiple AI agents across devices to automate project workflows and maintain a real-time, self-refreshing daily agenda.
Multi-Agent Specialized Team
Run multiple specialized agents (strategy, dev, marketing, business) as a coordinated team via a single Telegram chat.
Multi-Channel AI Customer Service
Unify WhatsApp, Instagram, Email, and Google Reviews in one AI-powered inbox with 24/7 auto-responses.
Multi-Channel Personal Assistant
Route tasks across Telegram, Slack, email, and calendar from a single AI assistant.
Multi-Device Daily Agenda
Sync your daily agenda across NAS, PC, and Mac with auto-refreshing tasks based on project actions for maximum productivity.
Multi-Source Tech News Digest
Automatically aggregate and deliver quality-scored tech news from 109+ sources (RSS, Twitter/X, GitHub, web search) via natural language.
n8n Workflow Orchestration
Delegate API calls to n8n workflows via webhooks โ the agent never touches credentials, and every integration is visual and lockable.
One-Tap Voice with Pebble Ring
Capture ideas instantly with one-tap voice recording on Pebble Ring to automate notes and never lose a thought.
OpenClaw as Desktop Cowork
Use OpenClaw as a desktop Cowork app โ unified UI, multi-agent, MCP once, WebUI/Telegram/Lark/DingTalk. When OpenClaw is down, fix it remotely via Telegram or WebUI using the built-in OpenClaw deployment expert (install, detect, repair).
Overnight Coding Agent Manager
Get a morning rollup of overnight emails and calendar events to stay organized without checking multiple accounts manually.
Personal CRM
Automatically discover and track contacts from your email and calendar, with natural language queries.
Personal Knowledge Base (RAG)
Build a searchable knowledge base by dropping URLs, tweets, and articles into chat.
Phone Call Notifications
Turn your agent's alerts into real phone calls โ morning briefings, price drops, urgent emails โ with two-way conversation.
Phone-Based Personal Assistant
Access your AI agent via phone calls, hands-free voice assistance for any phone.
Podcast Production Pipeline
Automate the full podcast workflow โ guest research, episode outlines, show notes, and social media promo โ from topic to publish-ready assets.
Polymarket Autopilot
Automated paper trading on prediction markets with backtesting, strategy analysis, and daily performance reports.
Pre-Build Idea Validator
Automatically scan GitHub, HN, npm, PyPI, and Product Hunt before building anything new โ stop if the space is crowded, proceed if it's open.
Programmatic Diagram Generation
Generate professional Excalidraw architecture diagrams from natural language to automate your technical documentation and visual workflows.
Project State Management
Event-driven project tracking with automatic context capture, replacing static Kanban boards.
Raspberry Pi + Health Metrics
Build a personal health dashboard on Raspberry Pi to track WHOOP metrics and daily habits via a custom website.
Real Estate API Skill
Search property listings and get home valuations using the Idealista API to find your perfect flat or house.
Receipt to Parts List
Forward email receipts to your AI agent to automatically generate structured parts lists with quantities and costs.
Reddit Content Crawler
Monitor Reddit for relevant posts and deliver automated updates to Telegram so you never miss critical community discussions.
Remote Dev via Tailscale
Securely access your remote development environment and AI agents from any device using Tailscale's private encrypted network.
Second Brain
Text anything to your bot to remember it, then search through all your memories in a custom Next.js dashboard.
Self-Healing Home Server
Run an always-on infrastructure agent with SSH access, automated cron jobs, and self-healing capabilities across your home network.
Self-Installing Voice Model
Let your AI agent find, install, and use new voice models to communicate with you in real-time.
Semantic Memory Search
Add vector-powered semantic search to your OpenClaw markdown memory files with hybrid retrieval and auto-sync.
Slack Writing Pipeline
Trigger your AI writing system directly from Slack to automate content creation and streamline your publishing workflow.
Smart Calendar Timeblocking
Automate your schedule by timeblocking tasks in your calendar based on AI-driven importance and urgency scoring.
Smart Email Triage & Task Routing
Automate email triage and task routing to organize your inbox and sync reminders across your favorite productivity tools.
Smart File Management
Describe your ideal file organization in plain English โ OpenClaw sorts, renames, converts, and keeps it tidy on a schedule.
Song Analysis & Chord Sheets
Analyze songs to extract audio tracks and generate PDF chord sheets for easier practice and music production.
Speed-Read Content Converter
Convert long-form articles into a speed-read mode with adjustable sizing to consume web content faster and more comfortably.
Spending Tracker & Scrum Master
Track personal spending and manage agile workflows with an AI agent that acts as your financial assistant and scrum master.
Team AI Assistant
Give every teammate their own OpenClaw โ private conversations, shared knowledge base, one tool the whole team actually uses.
Telegram-Connected Dev Assistant
Automate GitHub issues and manage developer tasks through a Telegram AI agent to streamline your coding workflow.
Todoist Task Manager
Maximize agent transparency by syncing reasoning and progress logs to Todoist.
UGC Influencer Video Generator
Generate realistic AI influencer videos from scratch to create high-converting UGC ads without hiring creators or using reference images.
Voice-Controlled Debugging & Deploy
Debug and deploy code using voice commands to automate development workflows and ship faster while staying hands-free.
Weekly Meal Planning System
Automate weekly meal planning and shopping lists in Notion with an AI agent to simplify your family's cooking routine.
WhatsApp to Notion Research
Capture research notes via WhatsApp and sync them to Notion to build organized documents with an AI agent.
X Account Analysis
Get a qualitative analysis of your X account.
X/Twitter Automation
Post tweets, reply, like, retweet, follow, DM, search, extract data, run giveaways, and monitor accounts โ all from chat via the TweetClaw plugin.
YouTube Content Pipeline
Automate video idea scouting, research, and tracking for a YouTube channel.
YouTube Video Summarizer
Automate YouTube video summaries with key takeaways and actionable insights to save time and boost your daily productivity.
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And So Much More...
With 200+ skills and custom recipes, if you can imagine it, OpenClaw can probably do it.
Ready to Automate?
Spin up OpenClaw Cloud in minutes โ no Mac mini, no setup. Or install locally and keep full control.