OpenClaw
97 published cases mention this tool.
Common task settings
- Everyday life · 39
- Office & operations · 22
- Marketing & sales · 15
- Software & development · 8
- Content & creative · 7
About these tool references
Tool names and associations come from the tools field of each published case. Every linked case retains its original source. Inclusion is not vendor endorsement; reported results are not independently verified.
Cases using OpenClaw
- Orchestrate email, todos and deadlines with an agent
The user employs Claude Cowork and Codex for personal life orchestration, specifically managing email, tracking todos, and monitoring deadlines.
- Have an agent play Forza Horizon and web games
Yes, OpenClaw can interact with and play games to a meaningful degree, but it comes with important caveats.
- Vibe-code and deploy an idle clicker game
Learn Vue.js Video Courses Vue.js 3 Master Class Workshops Mastering Nuxt Learning Paths Vue Corporate Training Live Group Training Development Services Hiring Vue School Developer Toolkit Frontend Nation Vue.js Nation…
- Run a personal agent through Slack with memory notes and a live dashboard
I officially went down the OpenClaw rabbit hole over the past week or so.
- Produce short WeChat videos with OpenClaw agents
The author built an automated video production pipeline using OpenClaw agents, Remotion for React-based rendering, MiniMax for voice cloning, and Whisper for timestamp alignment.
- Manage 18 agents from a Notion workspace
Notion MCP Challenge Entry — Use Notion as the human-in-the-loop command center for managing OpenClaw AI agents. AgentOps turns your Notion workspace into a fully functional agent operations control plane.
- Run X and Reddit accounts with agents on Android phones
Suggested implementation: Configure two Android devices with OpenClaw and MobileRun/DroidRun cloud integration. Assign high-level tasks such as browsing X for AI posts or finding Reddit threads.
- Automate freelance admin with a morning briefing agent
Posted on Apr 23 • Edited on Apr 23 OpenClaw Challenge Submission 🦞 No Python. No Node. Three skill files, one Lobster workflow, and my consultancy now runs on autopilot.
- Run roadmap, support inbox, calendar, and todos
The user configured OpenClaw to automate personal productivity tasks including Linear roadmap management, support inbox prioritization, calendar scheduling from documents, and todo list maintenance.
- Run a custom Telegram bot for to-dos, calendar and weather
That's pretty great.For me, the concern with Hermes, etc, is the security aspect. I was running OpenClaw in a dedicated VM and I carefully controlled what files it had access to.
- I Let an AI Agent Named Donna Run My Inboxes for 30 Days: ~85% Triage Accuracy and Three Failure Points
Posted on Mar 8 Thirty days ago I handed my email inbox to an AI agent called Donna and told her to manage it. Not assist with it. Manage it.
- Run an autonomous blog content pipeline
The automated content pipeline behind andrew.ooo — real numbers, real results. How OpenClaw turns AI agents into autonomous publishers.
- Run OpenClaw bots for repo upkeep, note-taking and team Slack help
The user runs multiple OpenClaw and Zeroclaw instances on a DGX Spark machine for local inference. Bot 1 maintains a personal repo via Discord by logging issues and updating docs.
- Drive a 7-axis robot arm with natural language
The author installs OpenClaw with the Qwen model and creates a skill folder containing a SKILLS.md file and a pyAgxArm API reference.
- Run a 24/7 life-ops agent for media server and personal admin
Suggested implementation: Deploy a self-hosted agent on a Mac mini to manage an Unraid media stack, Home Assistant, and archive.org downloads.
- Message your wife on WhatsApp when work ends
Repository navigation Description Summary Currently, OpenClaw allows sending WhatsApp messages to specific contacts via configured bindings or allowlists.
- Automate Xiaohongshu note collection and publishing
The author implemented a content pipeline using Yingdao RPA to scrape Xiaohongshu notes into Feishu Bitable, OpenClaw with a custom skill to generate compliant copy, and xiaohongshu-mcp for automated publishing.
- Delegate medical paperwork, finances and lease renewal to a personal agent
I gave an AI agent access to my entire digital life. Here's what happened. First, I have a confession: I didn’t write this article alone. That might not sound like a big deal. People use LLMs to write all the time.
- Schedule social videos and posts through an agent
Suggested implementation: Use SocialClaw to connect social accounts for agents like OpenClaw or Claude. The workflow involves scheduling posts, uploading media, and publishing from a unified workspace.
- Pre-stage household grocery carts from Instacart history
A collection of infrastructure add-ons for OpenClaw that turn it into a household operating system. Built for a real family, running in production on a Mac Mini M4.
- Negotiate a car purchase between dealers
When people ask me what AI agents can actually do right now, this is the story I tell. In January, a software engineer called AJ Stuyvenberg wanted to buy a 2026 Hyundai Palisade.
- Reschedule meetings and send daily briefings
6 min · January 30, 2026 · Updated June 4, 2026 Something shifted in December 2025. For years, we had chatbots. Impressive, sometimes useful, but fundamentally passive.
- Run a personal Matrix-based assistant agent with email access
I told Kimi to set up a local Matrix server for me and to write a trivial little Claw-like.Basically it's just a loop with bubblewrap based sandboxing for the tools (not really enough if you're going to expose it to a…
- Unsubscribe from newsletters and tidy files
Suggested implementation: Connect OpenClaw to an isolated Gmail account containing approximately 2,000 emails.
- Coordinate group trips with a personal assistant agent
My personal assistant is treating exactly like a personal assistant - which means it has its own email, phone number, etc. It runs on OpenClaw.My biggest use case is to coordinate groups.
- Try OpenClaw for sending emails and booking a flight
I gave OpenClaw three hours of my life. It gave me two emails and an existential crisis. Let me tell you about my weekend.
- Scrape real estate agent leads and start roofing outreach
The user instructed an AI agent (OpenClaw/Cody) to scrape real estate listing sites (Zillow, Redfin, Realtor.com) for agents listing homes built between 1965 and 2000 in a specific service area.
- $50 and 60 Days Given to an AI Agent: Profitable on Day 15, Two Sales, and a Week-Long Silent Bug
1. Configured the workspace: a personality profile, a $50 budget, a 60-day goal. [Setup] 2. The agent explored business models, bought a domain, built the site, and wrote a 58,000-word guide. [—] 3.
- Read an Obsidian journal and write nightly entries
Jump Links Clawdbot, Moltbot, and OpenClaw Setting up OpenClaw What can OpenClaw do for you?
- Add home TODO items by Telegram message
The author operated OpenClaw on a home PC with a custom API for a local TODO list. From the office, they sent Telegram messages which the agent parsed to call the API and append items.
- Run family logistics and kids' education agents
A startup founder says she has gone from skeptic to OpenClaw believer. Claire Vo built 9 AI agents with OpenClaw to handle work admin and family logistics.
- Run a homeschooling family on OpenClaw agents
OpenClaw AI Agents Quick answer The mom is Jesse Genet, a former startup founder who homeschools her four kids.
- Build a medication reminder pill dispenser that alerts caregivers
Most DIY Raspberry Pi pill dispensers run on fixed timers. This guide adds an OpenClaw agent that tracks adherence patterns, adjusts reminder timing to the user's routine, confirms dispensing via a Pi Camera, and…
- Manage several websites across WordPress, Astro and Eleventy
Suggested implementation: Use OpenClaw to manage approximately five websites across WordPress, Astro, and Eleventy, integrating Claude Code and Codex for task-specific coding agents.
- Resolve a churning customer's issue quickly
Suggested implementation: The human acts as the sole interface for external systems, retaining email and billing credentials.
- Diagnose a check engine light by ordering an OBD2 scanner
The user reported a check engine light to OpenClaw. The agent ordered an OBD2 scanner from Amazon, interpreted the diagnostic results, identified a sensor issue, and cleared the light.
- Handle a client project across Gmail, Calendar and Notion
Suggested implementation: Connect OpenClaw to Gmail, Google Calendar, and Notion to manage a client project. The agent should sort the inbox into urgent, review, and FYI categories, drafting responses for urgent items.
- Monitor weather and overseas events and email family
Suggested implementation: Configure OpenClaw bots to monitor severe weather alerts and overseas developments via BrowserOS MCP, which opens YouTube and X pages for visual analysis.
- Turn vet charges into ready-to-send pet insurance claims
Personal assistant that watches for vet expenses and does the insurance-claim legwork: detect the bank charge, find the matching invoice in Gmail, fill the insurer's PDF claim form, stage a ready-to-send Gmail draft,…
- Drive desktop apps with an agent to move files
Suggested implementation: Use a desktop agent like Claude Cowork to automate file operations within real applications.
- Run a business assistant that resumes project work
Suggested implementation: Configure a ChatGPT business account integrated with OpenClaw on a dedicated server (e.g., old MacBook).
- Run the smart home by natural language
Karpathy developed 'Dobby the Elf Claw', a smart home AI using OpenClaw to unify control of lights, HVAC, shades, pool, and security via natural language.
- Investigate broken builds and merge fixes
Suggested implementation: Deploy an OpenClaw agent to investigate broken builds by analyzing Git history, GitHub pull requests, and logging systems.
- Monitor and respond to home office sensors
Microsoft Scout: The Complete Guide to Microsoft’s First Always-On Autopilot Agent Estimated reading time: 18 minutes At Microsoft Build 2026, Omar Shahine — Corporate Vice President of Microsoft Scout — announced…
- Browse Reddit and reply to comments autonomously
Suggested implementation: Configure OpenClaw with headless Chrome via Playwright to autonomously browse Reddit, read replies to its own posts, and check notifications on a 30-minute heartbeat cycle.
- Let an agent build and run its own online business
How Nat set up his OpenClaw bot to run its $4,000/week business — including a 3-layer memory system, multi-threaded chats, and security best practices.
- Run cron agents for inbox, research and site audits
OpenClaw is a self-hosted AI agent that runs on cron, connects to 17,000+ skills, and manages workflows 24/7. Tested for 6 weeks.
- Run scheduled competitor briefs and meeting indexing
Suggested implementation: Use OpenClaw to automate scheduled competitor briefs and meeting indexing.
- Find and vet ICP leads and plan outreach
I went through 148 replies, the Clawverse gallery, and community writeups. Here are 85+ real use cases people are building with OpenClaw — from overnight coding to grocery ordering to 10-agent teams.
- Send daily trending social posts as content references
The author built socialcrawl to aggregate trending posts from 21+ platforms using a single API key, addressing the bottleneck of manual research across X, Threads, and LinkedIn.
- Run social, SEO and content marketing with an agent
Paid episode What Happened When I Let OpenClaw Run My Business for Four Weeks OpenClaw reached 273,000 GitHub stars in under a year. Install guides, skill packets, and cron job templates are spreading everywhere.
- Draft messages, fill web forms and prototype sites by chat
Get your ClawdBot/OpenClaw set up with a single prompt 👋 Hey there! I’m trying something new with this post.
- Drive OpenClaw on a desktop through WeChat messages
The author used WorkBuddy to bridge WeChat messages with OpenClaw on a desktop. Tasks included generating a Markdown skill list, creating a frontend design webpage, and producing a PDF file.
- Run a personal health agent over FHIR records
Open Claw for Healthcare: What a Fully Autonomous Personal Health Agent Actually Looks Like We are finally at a moment where the idea of a personal healthcare agent is no longer science fiction but we are also…
- Control lights and fix automations in Home Assistant via OpenClaw
Suggested implementation: Use OpenClaw to provide Claude with a persistent identity and voice interface for controlling Home Assistant smart home devices.
- Run a VC analyst agent over Telegram
The author deployed OpenClaw on a Hostinger VPS, integrating Telegram for mobile access and OpenRouter for model routing.
- Curate a weekly newsletter from RSS feeds
A weekly industry newsletter typically takes four hours to produce. Two hours reading sources, one hour picking what matters, one hour writing intros.
- Deliver scheduled article digests to Telegram with OpenClaw cron jobs
The author deployed OpenClaw to deliver scheduled article digests to Telegram, encountering 16 incidents in one day.
- Search rentals and negotiate with landlords
Suggested implementation: Use OpenClaw to search rental listings across the web, compare prices on multiple platforms, and draft inquiry messages.
- File a complex tax return with OpenClaw
The user prepared a complex 2025 tax return involving a $1.8M installment sale, LLC history, and multiple income sources.
- Run OpenClaw agents for Terraform infra and GitOps from Telegram
Suggested implementation: Deploy multiple OpenClaw agents, each with distinct Google Workspace emails, Git accounts, and EC2 instances.
- Log new English words into a Notion vocabulary database
The user configured OpenClaw with a Notion Skill to manage a vocabulary database. A cron job selects five words daily based on a memory algorithm and pushes them via a messaging channel.
- Book weekly restaurants and surface daily discoveries from your data
The author connected OpenClaw to ChatGPT, Google, and Instagram histories using context-use. The agent analyzes Instagram stories to book weekly restaurants and curates daily discoveries based on search activity.
- Move OpenClaw skills to Grok Bot
Suggested implementation: Replace OpenClaw automations with Grok Bot for administrative and personal-assistant tasks.
- Search and apply to jobs on LinkedIn
Suggested implementation: Grant OpenClaw control of a Chrome browser with the extension installed after manually logging into LinkedIn to provide a live session.
- Automate home tasks like emails and ticket price checks
Suggested implementation: Use OpenClaw to automate home tasks like drafting emails or checking concert ticket prices. The user, Omar Shahine, named his assistant 'Lobster'.
- Triage failed GitHub Actions runs and self-heal flaky tests
Suneet Malhotra deployed OpenClaw agents to automate CI failure triage at Motorola Solutions.
- Automate Instagram DMs to potential matches
Developer Ben Guez used Anthropic's OpenClaw framework and Claude AI to build a script that autonomously browses Instagram, identifies potential matches, and sends direct messages.
- Control Gmail, calendar and errands from a chat agent
I spent yesterday evening playing with OpenClaw and wanted to understand how to actually use it well. So I did what any reasonable person would do: I asked OpenClaw to help me write an article about OpenClaw.
- Run a personal assistant over WhatsApp
Suggested implementation: Deploy OpenClaw on a $5/month VPS using Docker, with headless Chromium for browsing and an SSH tunnel for gateway access.
- Negotiate Facebook Marketplace purchases with sellers
The user configured an AI agent named OpenClaw to automatically send lowball offers to sellers on Facebook Marketplace.
- Build and maintain a local ops dashboard with agents
The author built a local 'Mission Control' dashboard using OpenClaw to manage tasks, projects, and agent activity for a one-person business.
- Run production deploys and port scans from Telegram with OpenClaw
Read Time: 12 minutes TL;DR OpenClaw has transformed how I work as a cybersecurity consultant and developer.
- Route Linear tickets to PRs across multiple repos
The author uses a hybrid workflow combining Orca.dev for manual tasks and Cyrus for automation.
- Research date restaurants and activities with OpenClaw
Ben Guez used OpenClaw to track World Cup results, triggering Claude to auto-post Instagram trial reels targeting fans of losing countries.
- Manage 10 social media accounts with agents
Suggested implementation: Deploy three OpenClaw agents to manage 10 social accounts.
- Collect shower glass supplier quotes by email
@bentlegen @DanielPrevoznik I’m with @DanielPrevoznik here: my first useful non-code agentic experiment was @openclaw getting quotes from shower glass suppliers in the area.
- Buy products through an agent and track the order
The buy-anything OpenClaw skill enables AI agents to purchase Shopify products via Rye's Universal Checkout API.
- Track food and symptoms in a health log via Telegram
Suggested implementation: Users send meal or symptom updates via a Telegram topic. An OpenClaw agent appends timestamped entries to a markdown health log in its memory folder.
- Edit video through chat with subtitles and export
The author built an OpenClaw skill named video-editor-ai to edit videos via chat by wrapping the NemoVideo backend.
- Draft and publish blog posts with an SEO-aware agent
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- Run communications, PR merges and family tasks with nine bots
The author migrated nine specialized agents from OpenClaw to Grok Bot to manage work, family, and personal tasks.
- Control and calibrate a robotic hand with OpenClaw
Suggested implementation: Connect an OpenClaw agent running Claude to an Aero Hand Open (16-joint 3D-printed robotic hand) with a USB camera for visual feedback.
- Build an e-commerce agent with OpenClaw
Suggested implementation: Build an e-commerce agent using OpenClaw on a sandboxed VPS. Configure Telegram as the interface, Kimi K2.5 for primary tasks, and a low-cost model for background heartbeats.
- Run SDR outreach with an OpenClaw agent
The author replaced a human SDR with an OpenClaw agent to automate the full sales development loop.
- Build searchable knowledge bases from videos and papers
The author manually installed youtube-summariser and QMD on a Mac mini hosting the OpenClaw agent. They instructed the AI to learn these tools and build a YouTube knowledge base.
- Visualize your codebase and coding agents in a 3D workspace
A solo developer built AgentIntersect World, a local-first 3D environment using Three.js to visualize codebases and coding agents.
- Run marketing research and copywriting drafts with agents
The author built OpenClaw agents for marketing research, content structuring, and copywriting drafts.
- Play Doom with computer-use agents as an informal benchmark
Suggested implementation: Deploy OpenClaw computer-use agents to play Doom on remote machines via the Crabbox execution environment. Human operators monitor sessions through VNC or SSH to observe agent behavior.
- Track sleep, notes, code and earthquakes with a personal agent
OpenClaw builds verified in public: X threads, shipped workflows, and automations people run daily.
- Hand inbox sorting to an AI agent
Suggested implementation: Use Claude's Cowork tab to automate morning inbox triage. The agent checks the last 24 hours of mail, labels threads as Important or Archiveable, archives the latter, and labels receipts.
- Order office groceries from Slack requests
The team deployed an OpenClaw assistant named Gila to handle office grocery orders via Slack. The workflow collects requests, compiles a shopping list, and requires human approval before execution.
- Pick the cheapest capable model per task for CRM and email work
Koka Sexton uses Make to capture LinkedIn engagement as high-intent leads and OpenClaw as an agent layer routing tasks to OpenAI, Claude, or Gemini.
- Source and screen candidates and reply over WhatsApp
In Q1 2026, 8.8% of HR job postings in the US mentioned AI tools or AI-agent fluency as a requirement, double the share at the start of 2025 (Novoresume, citing employment-data analysis).
- Build and launch a landing page with a Google Ads campaign
OpenClaw was assigned to build and deploy a live landing page for The One Group.
- Phone a restaurant to book a full table
Nick Larkins tasked OpenClaw with booking a dinner reservation. When online booking failed due to the restaurant being fully booked, the agent autonomously decided to phone instead.
- Organize Pet Medical Expenses and Prepare Insurance Claim Drafts
The system detects veterinary charges from manual NetBank CSV uploads, searches Gmail for matching invoices, and fills insurer PDF claim forms.