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OpenClaw Use Cases Directory

105+ verified use cases from real founders, developers, and professionals.

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🛒 E-Commerce ☁️ SaaS 🏠 Real Estate 🏢 Agency ✍️ Content Creation 💰 Finance 🎯 Coaching & Consulting 💻 Developer ⚡ Personal Productivity 🏥 Healthcare ⚖️ Legal 📚 Education 🏨 Hospitality 👥 HR & Recruiting 🛟 Customer Support 📈 Sales 📣 Marketing ⚙️ Operations
Content Creation ✓ Verified
13 AI agents running a podcast business on a Mac Mini
Florian Darroman runs 13 named AI agents (Dan, Jimmy, Tyler, Bob, etc.) on a $600 Mac Mini M4 24/7. Each has its own SOP file defining role, tools, and cron jobs for his podcast business.
$600 hardware runs a full content team. Zero freelancers, zero employees.
Finance ✓ Verified
Agent 'Felix' generated $14,718 from $1K investment
Nat Eliason gave his agent Felix $1,000 and told it to build a business. Felix launched a website, info product, and X account autonomously, generating $14,718 in 3 weeks.
$14,718 revenue in 3 weeks. $100K+ in crypto. 3-layer memory system published.
Marketing ✓ Verified
Agent 'Larry' drove 500K+ TikTok views and $714 MRR in 5 days
Oliver Henry repurposed an old gaming PC into agent Larry, which autonomously creates and posts TikTok content for his Clarity app. 500K+ views in 5 days, zero design work.
500K+ TikTok views. 4 posts over 100K each. $714 MRR in 5 days.
E-Commerce ✓ Verified
Automated an ecommerce brand with $1,000 in 2 weeks
Jack Consalvi spent $1,000 testing OpenClaw for ecommerce over 2 weeks. Published a real cost-benefit breakdown of which automations (listings, support, inventory) delivered ROI.
Published cost-benefit breakdown. Product listings and customer service paid off; others needed iteration.
Education ✓ Verified
5 OpenClaw agents on 5 Mac Minis for homeschool, apps, and inventory
Jesse Genet runs 5 OpenClaw agents on 5 separate Mac Minis with isolated permissions. Covers homeschool, app dev, inventory, home finance, and scheduling, all layered on Obsidian.
5 domains automated with zero cross-contamination between agents.
Developer ✓ Verified
GitHub issue fixing from Slack, daily PR checks, AI digest to WhatsApp
Developer connected OpenClaw to GitHub via Slack for auto-fix attempts on new issues, daily PR review checks, and a morning AI tech digest delivered to WhatsApp.
Automated issue triage, overnight PR reviews, daily tech digest on WhatsApp.
E-Commerce ✓ Verified
Automate WooCommerce customer email replies
Hostinger tutorial: AgentMail webhooks trigger OpenClaw to check WooCommerce order data and auto-reply to customer emails with real tracking info and order details.
Instant customer replies with real order data. Full tutorial with code snippets published.
Real Estate ✓ Verified
100+ property videos, replaced $5K/mo agency
Ritesh Kanjee automated real estate content production. One prompt generates room transformation videos from property photos, replacing a $5K/month content agency.
Replaced $5K/month agency. 100+ property videos. 100+ automations documented.
Personal Productivity ✓ Verified
Family assistant 'Zosia' for groceries, nanny hours, and date nights
Brandon Gell (COO, Every.to) texts Zosia on iMessage. Built entirely through Claude Code with zero coding. Shared group chat with his wife for household tasks.
Newborn household fully managed via text. Both parents use the same agent.
Personal Productivity ✓ Verified
Agent 'Polly' for scheduling and email with sandboxed identity
Claire Vo (CEO, ChatPRD) created agent Polly with its own sandboxed email (polly.the.bot@...). Refused to share personal credentials. 3 workflows working in 24 hours.
Scheduling, email triage, and follow-ups automated with zero personal account exposure.
Content Creation ✓ Verified
Entire business on OpenClaw: X content, trading bot, YouTube
Sharbel runs his full business through OpenClaw: X content, YouTube production, and a live Polymarket copy trading bot built with zero coding. 14-day results documented on YouTube.
3 business workflows automated. Trading bot ran live 14 days with documented performance.
Developer ✓ Verified
Comprehensive life automation integrations (open-sourced)
Felix Krause (Fastlane creator) open-sourced his OpenClaw integrations. Honest assessment: flight price scraping works great, actual booking doesn't. Code on GitHub.
Open-source integrations published. Rare honest take on what works vs. hype.
Operations ✓ Verified
Six-figure business run entirely from Discord with 2 AI agents
Alex McFarland runs a six-figure business with zero employees using 2 OpenClaw agents on Discord. Channels route tasks to agents automatically. Includes a setup prompt that builds the system.
Six-figure revenue. Zero employees. Discord as the operating system.
Personal Productivity ✓ Verified
50 days of daily OpenClaw use with 20 real workflows
Radek used OpenClaw daily for 50+ days, published 20 workflows with copyable prompts in a GitHub gist, contributed a skill to ClawHub, and built Clawdiverse.
20 workflows with full prompts published. ClawHub contribution. Honest long-term assessment.
Operations ✓ Verified
Step-by-step business automation with OpenClaw on Hostinger
David Ondrej shows how OpenClaw runs his business step by step on YouTube. Deploys on a Hostinger VPS for 24/7 operation without dedicated hardware.
Full business running 24/7 on a low-cost VPS. Step-by-step video walkthrough.
SaaS ✓ Verified
OpenClaw for product prototyping and research at Arize AI
Aman Khan (Head of Product, Arize AI) goes from idea to deployed prototype in one prompt. Built a mobile app concept for Arize to test product directions. Teaches an O'Reilly course.
Idea-to-deployed prototype in one command. O'Reilly course created.
Finance ✓ Verified
Automated trading with OpenAlgo integration via natural language
Rajandran (OpenAlgo creator) connected OpenClaw to his algo trading platform. Send trading instructions in English via Telegram or WhatsApp. All execution on your own server.
Natural language trading from phone. Zero third-party access to credentials.
Legal ✓ Verified
20 OpenClaw automations for law firms, helped 400+ firms
Irfad (CTO, Ranql) published 20 OpenClaw automations for law firms. Helped 400+ firms implement AI. Covers intake, drafting, deadlines, Slack agents, and research.
400+ law firms implementing AI. 20 battle-tested workflows published.
Healthcare ✓ Verified
OpenClaw meets healthcare: FHIR data access with PHI guardrails
Healthcare IT pro designed a vendor-neutral guardrail layer so OpenClaw can access FHIR health data without exposing raw PHI. Works with Epic, Cerner, any FHIR system.
Architecture proven: AI agents can safely access clinical data with proper guardrails.
SaaS ✓ Verified
Agent 'Nigel' manages SaaS + AV rental business on $640 Mac Mini
Solo founder deployed agent Nigel on a $640 Mac Mini M4 (Costco). Nigel connected 4 APIs autonomously overnight, fixed a 10-month-old SMS bug, and produced 8 research reports while the founder slept.
8 reports overnight. 4 APIs connected. 10-month SMS bug fixed. Honest: $0 revenue, but massive time saved.
Developer ✓ Verified
Agent 'Patch' with shared tmux session on WSL
Developer runs agent Patch on a 22-core WSL workstation. Patch supervises multiple Claude Code instances via shared tmux sessions, all managed from an iPhone via Blink + Tailscale.
Fleet of coding agents managed from iPhone. One Telegram chat replaces micro-managing 5-10 sessions.
Personal Productivity ✓ Verified
Replaced 6+ apps with one 'Digital Twin' on WhatsApp
Srechakra replaced 6+ SaaS apps (Notion $10/mo, Todoist $5/mo, habit tracker, etc.) with one OpenClaw agent on a $5/month VPS. Family accesses it via WhatsApp.
$10/month total replaces $30+/month in SaaS. All data in version-controlled markdown.
E-Commerce ✓ Verified
Replaced $2K/mo ecom VA with $44 OpenClaw agent 'Bob'
Ecommerce operator replaced a $2,000/month VA with OpenClaw agent Bob at $44/month. Handles morning briefings, customer service, inventory, marketing, and daily reports 24/7.
$23,520/year saved. Agent does more than the human VA, around the clock.
Operations ✓ Verified
Replaced $400/mo in SaaS tools with OpenClaw
Business owner replaced $400/month in SaaS (Motion, project management, notes, scheduling) with one OpenClaw agent on existing hardware. Demonstrated in a YouTube Short.
$4,800/year saved. No vendor lock-in. Data lives in agent-managed files.
Healthcare ✓ Verified
OpenClaw for doctors: replaced VA with secure AI setup
A doctor replaced their virtual assistant with OpenClaw. Security first: isolated hardware, no PHI in prompts, limited access, audit logging for HIPAA-adjacent compliance.
Medical VA replaced with security-first AI setup. Proven for healthcare.
Developer ✓ Verified
Deterministic multi-agent dev pipeline with Lobster workflows
Developer built a deterministic 3-agent dev pipeline (programmer, reviewer, tester) using Lobster workflows. YAML drives the flow, not the LLM. Contributed Sub-lobsters to the project.
Up to 12 concurrent sessions. Contributed Sub-lobsters (PR #20) to OpenClaw/Lobster.
Hospitality ✓ Verified
OpenClaw built a calling app and booked a dinner reservation
Nick Larkins (CPO, QSIC) asked his agent to book dinner. Online booking failed, so it built a calling app, generated a voice, phoned the restaurant, and booked the table.
Restaurant booked via autonomous phone call. Agent built its own tool to solve the problem.
Personal Productivity ✓ Verified
Voice calling 80+ restaurants across 5 cities, monitoring Elon's tweets
Dave Lee set up OpenClaw with iMessage, browser, and Twilio voice calling in 24 hours. Had it call 80+ restaurants across 5 cities asking about MSG and bone broth.
80+ calls completed across 5 cities. Tweet monitoring running. Full setup in 24 hours.
Content Creation ✓ Verified
AuthorClaw: autonomous AI writing agent for fiction and nonfiction
AuthorClaw automates the full book pipeline: market analysis, premise, characters, outline, writing, 3-pass editing with AI beta readers, DOCX/EPUB formatting, and launch materials. 48 steps.
Complete book from research to publication-ready files. 6 phases, 48 steps automated.
Marketing ✓ Verified
7-agent AI marketing team with full setup
Rithik built 7 agents with file-based handoffs: orchestrator, Reddit research, Medium writer, repurposer, tweet gen, trend intel, engagement intel. Wakes up to ranked ideas and drafts.
Full marketing team runs overnight. Morning review takes 20 minutes.
Developer ✓ Verified
9 specialized AI agents as a collaborative team (open source)
Shenhao built openclaw-agents: a one-command kit that deploys 9 specialized agents (Planner, Ideator, Critic, Coder, Writer, etc.) with channel routing for Telegram/Discord/WhatsApp. MIT licensed.
9-agent team deployed in 60 seconds. 4 workflow templates. MIT licensed on GitHub.
Personal Productivity ✓ Verified
21 daily use cases after 2.54 billion tokens
Matthew Berman spent 2.54 billion tokens perfecting his OpenClaw setup. Shares 21 daily use cases including CRM, memory architecture, and business workflows. MD file structure published.
21 daily workflows refined through 2.54B tokens. Memory architecture shared publicly.
Content Creation ✓ Verified
Comfy CLI for OpenClaw to run StableDiffusion workflows
Developer built a CLI bridge between OpenClaw and ComfyUI for StableDiffusion. Agent says 'generate image of X with Y style' and the CLI handles workflow JSON translation. Open-sourced.
Working OpenClaw-to-ComfyUI bridge. No raw JSON needed. Open-source.
Developer ✓ Verified
Persistent autonomous research workflow like a junior analyst
Developer got OpenClaw running a persistent research workflow that searches, evaluates sources, follows leads, and keeps going without supervision. Like a junior analyst that never stops.
Autonomous research agent that maintains context across sessions and never stops investigating.
Operations ✓ Verified
4 OpenClaws in 4 hours: 3-agent orchestration system
Developer built a 3-agent orchestration system (research, content, dev) in just 4 hours. Documented architecture and results after 3 days of running.
Multi-agent system from zero to operational in 4 hours. Documented after 3 days.
Marketing ✓ Verified
Automated entire marketing workflow with OpenClaw
Non-developer automated their entire marketing workflow (content creation, scheduling, distribution, analytics) through OpenClaw using only natural language. No config files, no code.
Full marketing automation. No coding knowledge needed. Set up through conversation.
Operations ✓ Verified
OpenClaw AI operating system built with Lovable + API endpoints
Jacob Klug spent weeks building an OpenClaw operating system using Lovable for the UI. Custom dashboard with memory visualization, agent architecture view, and API endpoints.
Custom visual dashboard for OpenClaw. More visibility than Telegram or Discord interfaces.
Content Creation ✓ Verified
7 OpenClaw skills running 2.5M+ follower content operation
Content operator manages 2.5M+ followers across 15 accounts using 7 OpenClaw skills on a Mac Mini. Each skill handles research, writing, scheduling, or analytics.
2.5M+ followers managed. 15 accounts. 7 skills. One Mac Mini.
Content Creation ✓ Verified
AI newsroom: automated scanning, LLM curation, full publishing pipeline
Developer built an automated AI newsroom: 10 agents scan sources, curate with LLMs, and manage a full publishing pipeline from source monitoring to editorial review.
Fully automated news pipeline. Scanning, curation, and publishing running autonomously.
E-Commerce ✓ Verified
AI agent doing dropshipping product research 24/7
Built an OpenClaw agent for 24/7 dropshipping product research: scans marketplaces, evaluates suppliers, analyzes competition, and scores products by profitability. Accepts USDC.
24/7 automated product research. Continuous profitability scoring.
Developer ✓ Verified
Mission Control: desktop app for managing openclaw agent fleets
Built Mission Control, a desktop app to manage OpenClaw agent fleets. Tracks all agent runs, reviews diffs and artifacts from overnight work in one dashboard.
Open beta desktop app. Solves the 'morning review' problem for multi-agent setups.
Marketing ✓ Verified
Social media monitoring on X and LinkedIn via OpenClaw
Built social media monitoring into OpenClaw: agent searches X and LinkedIn for relevant conversations, then engages or reports back. Runs on a schedule autonomously.
Automated social listening. Hours of manual scrolling replaced with daily curated opportunities.
Customer Support ✓ Verified
Agent sweet-talked AT&T rep for a phone deal
WIRED journalist Will Knight tested OpenClaw. Agent 'Molty' negotiated with AT&T's Alejandro, ordered groceries (the guacamole incident), scraped arXiv, and fixed its own bugs.
Balanced WIRED review. Impressive negotiation. Memorable guacamole. Honest about context window limits.
Sales ✓ Verified
AI agent that finds sales prospects while sleeping
Ryan Cwynar's agent finds sales prospects overnight. Cron jobs target campaigns (dentists in Miami, law firms in Fort Lauderdale), validate contacts, and deduplicate.
5-10 qualified prospects per day. 35-70 per week. $0 infrastructure cost on existing VPS.
Agency ✓ Verified
SetupClaw: managed OpenClaw deployment service for enterprise
Michael Chomsky founded SetupClaw, a managed OpenClaw deployment service for enterprise founders. End-to-end: hardware, agent config, integrations, security hardening, ongoing support.
Viable agency business built around OpenClaw setup. Covered by financial media.
Finance ✓ Verified
OpenClaw as accountant: automated accounting and tax prep
YouTube creator set up OpenClaw as an accountant: processes email invoices, pulls Stripe transaction data, categorizes expenses, and prepares tax documents. Full setup walkthrough.
Automated bookkeeping and tax prep. Invoice sorting and categorization eliminated.
Sales ✓ Verified
OpenClaw for autonomous sales: website URL to sales force
ClawGTM (Y Combinator) turns a website URL into an autonomous sales force. Reads your site, filters prospects with ICP criteria, starts Email/LinkedIn conversations in <60 seconds.
YC-backed. URL to personalized outreach in <60 seconds. Not spray-and-pray.
Developer ✓ Verified
Clawphone: gave OpenClaw a real phone number for voice calls + SMS
Developer built clawphone: gives OpenClaw a real Twilio phone number for voice calls and SMS. Uses Twilio's built-in speech instead of separate TTS/STT APIs. Open-sourced.
Working AI agent callable by real phone number. Minimal setup. Open-source.
Operations ✓ Verified
Entire business running on OpenClaw with deep understanding
Rasmic shares his complete OpenClaw setup on YouTube after his 'aha moment.' Entire business now runs on OpenClaw. Explains the mental shift from chatbot to persistent employee.
Full business migrated. The 'aha moment': stop querying a chatbot, start treating it as an employee.
SaaS ✓ Verified
OpenClaw agent 'Larry' pushed Clarity app to $1K MRR
Follow-up: Oliver's agent Larry kept driving organic TikTok marketing for Clarity, pushing it from $714 to near $1K MRR. Performance-informed content loop on a repurposed gaming PC.
Approaching $1K MRR. Sustained growth, not just a viral spike. Zero manual design work.
Developer ✓ Verified
Self-hosted OpenClaw with encrypted disk and hardened OS
Developer built a one-command self-hosted OpenClaw deployment with encrypted disk, hardened OS, and zero cloud dependency. Open-sourced with demo videos.
One-command secure deployment. Full disk encryption. No cloud. Open-source.
Finance ✓ Verified
Polymarket copy trading bot built with OpenClaw (zero coding)
Sharbel built a Polymarket copy trading bot through OpenClaw with zero coding. Told the agent to set up the API, described the strategy in English, agent built everything. 14-day live results.
Working copy trading bot. 14 days live with real money. Full replication guide on YouTube.
SaaS ✓ Verified
Built Chat Data workflow automation platform on OpenClaw architecture
Samuel Su (Chat Data) built an AI workflow platform on OpenClaw architecture. 20+ node types, per-node model selection (GPT/Claude/Gemini), deploys to 8+ channels.
Production platform serving SMBs and enterprises. Deterministic workflows across 8+ channels.
Coaching & Consulting ✓ Verified
OpenClaw Masterclass for Product Managers with 14K+ signups
Dr. Marily Nika launched an OpenClaw masterclass for PMs on Maven. 14K signups for the free workshop. Paid course ships a Mac Mini to every student for hands-on practice.
14K+ free signups. Paid masterclass went viral. Mac Mini shipped to every student.
Customer Support ✓ Verified
Automating WooCommerce customer email replies with OpenClaw
Hostinger's detailed tutorial: webhook-driven WooCommerce email automation with OpenClaw and AgentMail. Full code snippets, API setup, and testing procedures included.
Production-ready tutorial from major hosting provider. Fast, data-rich customer replies.
Education ✓ Verified
Multi-model OpenClaw research assistant for university physics coursework
Physics student built a local multi-model research assistant on a Mac Studio M3 Ultra (96GB). Handles paper analysis, coursework RAG, coding, and Korean-English translation. All local, no cloud.
Private research assistant on local hardware. Multi-model, bilingual, fully offline.
Healthcare ✓ Verified
Personal OpenClaw health companion for wellness tracking
Eve Stel built a personal health companion on OpenClaw. Tracks workouts, sleep, nutrition, mood with persistent memory. Identifies patterns like poor sleep after late caffeine. All data local.
Always-on health agent that gets smarter as data accumulates. Privacy-first.
Hospitality ✓ Verified
OpenClaw autonomously booked a dinner reservation by building its own calling app
Nick Larkins (CPO, QSIC) asked his agent to book dinner. Online booking failed, so it built a calling app, generated a voice, and phoned the restaurant. Published in The Drum.
Autonomous phone call booked the reservation. Agent built its own tool when Plan A failed.
HR & Recruiting ✓ Verified
Autonomous AI agent applied to 552 jobs in 2 weeks while sleeping
Developer's agent applied to 552 jobs in 2 weeks while sleeping. Reads every JD first: skips experience mismatches and low salaries. All 552 were high-relevance matches.
552 targeted applications in 2 weeks. Zero blind shots. All LLM-filtered for relevance.
HR & Recruiting ✓ Verified
Job-matching skills system: email scanning, resume comparison, daily filtering
Job hunter taught OpenClaw to scan email for Indeed, LinkedIn, and recruiter postings, compare against their resume, and deliver a prioritized daily list. Saves 4 hours per day.
4 hours saved daily. Curated job list each morning instead of manual scrolling.
Real Estate ✓ Verified
OpenClaw agent for commercial real estate with CRE AI Studio knowledge base
Topher Stephenson (MBA) built agent Scotty for commercial real estate. Scotty has a knowledge base of 21 tutorials, 12 live sessions, 69 lessons from CRE AI Studio. Edits video clips from transcripts.
Persistent CRE agent with 100+ indexed lessons. Video editing from transcripts.
Real Estate ✓ Verified
Autonomous real estate platform built with OpenClaw
Developer built an autonomous FSBO real estate platform on OpenClaw. Handles listings, buyer matching, comparable sales, transaction coordination, and document prep with minimal human input.
Autonomous FSBO platform reducing realtor dependency.
Sales ✓ Verified
Using OpenClaw and Claude Code in sales with applicant tracking system
Sales professional integrated OpenClaw with CRM and applicant tracking system. Prospect research, personalized outreach, activity logging, follow-up scheduling. Sparked security debate.
Full sales pipeline automated. Important security discussion in the comments.
Content Creation ✓ Verified
How I automated 2 SEO blog posts per day with OpenClaw (zero manual work)
Florian built a fully automated SEO blog pipeline: cron fires 2x daily, agent researches keywords, writes 1,500-2,000 word articles, publishes via Vercel webhook, updates sitemap and internal links.
9 articles in 2 weeks. All Google-indexed. 2/day automated. Zero manual work after setup.
Personal Productivity ✓ Verified
Felix Krause: 13 automations from mail to 1Password vault
Felix Krause (Fastlane creator) shared 13 automations: mail, spam removal, Beeper, ordering, Tana reminders, GitHub issues, Google Places, X bookmarks, PDF summaries, cost tracking, 1Password.
13 daily automations across mail, messaging, shopping, reminders, and 1Password.
Personal Productivity ✓ Verified
Timeblocking, task scoring, morning briefs, and invoice generation
Philo01 built: timeblocking, task scoring, weekly reviews, morning briefs (weather/health/meetings), school notifications for kids, meeting briefings via sub-agents, auto invoice generation.
Full life operating system: work, family, and health in one agent.
Developer ✓ Verified
Rebuilt entire website via Telegram while watching Netflix
Dhruval Golakiya rebuilt his entire website via Telegram while watching Netflix. Migrated Notion to Astro, published 18 blog posts, moved DNS to Cloudflare. Never opened his laptop.
Full site rebuild + 18 posts migrated + DNS moved. Zero laptop time.
Developer ✓ Verified
Fixed Railway deployment over voice while walking the dog
armanddp fixed a broken Railway deployment on Hetzner entirely over voice while walking his dog. Agent reviewed logs, found root cause, updated configs, redeployed, and submitted a PR.
Production deployment fixed via voice commands during a dog walk.
Operations ✓ Verified
15+ agents, 3 machines, 1 Discord: 10K emails cleared, 122 slides reviewed
jdrhyne runs 15+ agents across 3 machines via 1 Discord server. Cleared 10K emails, reviewed 122 slides, built CLI tools, managed Google Ads, drafted LinkedIn/X posts, ran a trading analyst.
10K emails cleared. 122 slides reviewed. CLI tools built. Multi-platform automation at scale.
Developer ✓ Verified
Swift macOS menu bar app for OpenClaw management
cupcake_trader built a native Swift macOS menu bar app for managing OpenClaw. Quick access to agent controls without switching to Telegram or terminal.
Native macOS menu bar app for OpenClaw management.
Operations ✓ Verified
Solo founder 4-agent setup: Milo, Josh, Angela, Bob with shared memory
davekiss built a 4-agent founder setup: Milo, Josh, Angela, Bob. Each has a different AI model. Shared memory across agents, daily crons, running 24/7 on a VPS via Telegram.
4 specialized agents with shared memory running 24/7.
Developer ✓ Verified
OpenClaw drove coding agents overnight 12:30-7AM autonomously
Mike Manzano had OpenClaw drive coding agents from 12:30 to 7AM while he slept. Better than a loop because the agent watched him code all day and knows the project's full history and headaches.
6+ hours of autonomous overnight coding with full project context.
Developer ✓ Verified
First app submitted to Apple via Telegram, automated TestFlight
Copy Kat Capital submitted their first app to Apple for review, mostly built through OpenClaw via Telegram. Agent also automated the TestFlight update process without being asked.
App Store submission + TestFlight automation. All from Telegram.
Developer ✓ Verified
Spin up feature agents from phone via Telegram group
Chris Banes (Android developer) spins up coding agents from his phone via a Telegram group. Assigns features, monitors progress, reviews results. Called it 'mind-blowing.'
Mobile-first feature development. Coding agents launched from phone.
software-development ✓ Verified
24 hours in: Linear issues, 3 PRs, email follow-ups, prospect signups
Dhruval cleaned up Linear issues, wrote email follow-ups, opened 3 PRs, and prospected new signups in less than 24 hours of setting up OpenClaw.
Full dev + sales workflow automated within 24 hours of first setup.
smart-home ✓ Verified
Raspberry Pi + Cloudflare: website from phone, WHOOP health tracking
MagiMetal set up OpenClaw on a Raspberry Pi with Cloudflare tunnels. Built a website from his phone in minutes and connected WHOOP for health metrics and daily habits.
Self-hosted on Raspberry Pi. Website built from phone. WHOOP health tracking connected.
Personal Productivity ✓ Verified
Crawdad: weekly meal planning, shopping lists, recipe catalog in Notion
Josh Rhyne built 'Crawdad': weekly meal plans in Notion, shopping lists sorted by store and aisle (Kroger/Costco), weather-based grilling nights, recipe catalog, and morning/evening digest reminders.
Saves at least 1 hour per week on meal planning and grocery management.
smart-home ✓ Verified
Full home integration: emails, Home Assistant, homelab SSH, Apple Notes via Telegram
Steve Caldwell integrated emails, Home Assistant smart home, homelab SSH, todo lists, Apple Notes, and shopping lists into one OpenClaw agent. All controlled via a single Telegram chat.
Multiple apps replaced with one Telegram interface for home and productivity.
software-development ✓ Verified
Idea-to-decision pipeline: overnight experiments, ADR-style decision records
Aman Singh built an idea-to-decision pipeline. Records ideas during the day. Overnight cron spawns experiments via scientist subagents. Morning: review and capture decisions as ADR-style records.
Automated research and decision pipeline running overnight via cron.
Personal Productivity ✓ Verified
Garmin health, Obsidian, earthquake monitoring, and project tracking
Avi Press connected OpenClaw to Garmin, Obsidian, GitHub, VPS, Telegram, WhatsApp, X. Tracks health/exercise, warns about late nights, monitors Tokyo earthquakes, checks in if quiet too long.
Full life dashboard: health, dev, productivity, and personal safety monitoring.
smart-home ✓ Verified
Alexa CLI skill: control all smart home devices with natural language
LLMJunky built an Alexa CLI so OpenClaw can control all Alexa-enabled smart home devices with natural language text commands. Works with Claude Code and Codex too.
Natural language smart home control through any AI agent.
Education ✓ Verified
Chinese language learning tool with TTS, STT, and spaced repetition
5katkov built a Chinese language learning tool driven by OpenClaw: text-to-speech, speech-to-text, pronunciation feedback, progress tracking with spaced repetition. Built 100% by Codex in 2 days.
Full language learning app with adaptive difficulty. Built by AI in 2 days.
Content Creation ✓ Verified
AI-generated UGC influencer: stripped Sora watermarks, created video from scratch
jlehman's OpenClaw learned to strip Sora 2 watermarks on its own, then generated a complete UGC influencer video from scratch (no reference image). Messy hair, airpods, gray hoodie.
Autonomous video generation pipeline for UGC-style content.
software-development ✓ Verified
Supabase + Gmail: daily email summary, auto-todos to Slack, menu bar app
Arthur Lee added Supabase + Gmail skills with a daily morning cron. Reads emails, summarizes, creates todos, sends to Slack, stores in Supabase. Built a macOS menu bar app to check it all.
Automated email triage with database sync and native macOS app.
Personal Productivity ✓ Verified
Built StumbleUpon clone from phone while putting baby to sleep
aus_bytes built a StumbleUpon-style article discovery app using OpenClaw from his phone while putting his baby to sleep.
Custom article discovery app built from mobile in minutes.
software-development ✓ Verified
OpenClaw drove coding agents overnight while sleeping (12:30-7AM)
Nathan Clark had OpenClaw drive coding agents overnight (12:30-7AM). Better than loops because the agent observed all day, knows full project history and context.
6+ hours of autonomous coding with project-aware context.
Personal Productivity ✓ Verified
Chat-based calendar management for work, personal, and family
Scott Watermasysk uses OpenClaw for chat-based calendar management across work, personal, and family calendars. Shares it with his spouse for collaborative scheduling.
Unified calendar management via chat. Family scheduling collaboration.
Personal Productivity ✓ Verified
Garmin exercise heat map with navigation, slider, and index cards
theguti used OpenClaw to create a heat map of all his Garmin exercise data. Took 2 prompts: first for the map, second for better navigation with slider and index cards.
Interactive global exercise heat map built in 2 prompts.
Personal Productivity ✓ Verified
Auto-negotiating with car dealers via browser, email, and iMessage
theguti has OpenClaw auto-negotiating with multiple car dealers simultaneously via browser, email, and iMessage for his next car purchase.
Parallel car dealer negotiations running autonomously across 3 channels.
smart-home ✓ Verified
Ordered groceries via 1Password login and Beeper MFA bridge
vallver's OpenClaw ordered groceries from Albert Heijn (Dutch supermarket) autonomously. Logged in via 1Password, handled text MFA through the Beeper iMessage bridge, placed items in basket.
Fully autonomous grocery ordering with credential and MFA handling.
Personal Productivity ✓ Verified
Family finance tracker, kids lunch booking, scrum master, and code review
Jan Dragsbaek uses OpenClaw for spending tracking, kids' lunch booking, scrum master duties, screenshot privacy blurring via ImageMagick, and spinning off Codex/Claude for PR fixes.
Family life + dev workflow combined. Kids lunch, finances, code review in one agent.
Content Creation ✓ Verified
Music extraction: audio tracks, GIFs, and PDF chord sheets from OpenClaw
Albert Moral used OpenClaw to extract audio tracks from songs, create GIFs, and generate PDF chord sheets. All from chat.
Music content extraction: audio, GIFs, and chord sheets from one interface.
Content Creation ✓ Verified
Mobile media studio: Codex, TTS, Whisper, browser, Twitter ops in 5 days
0xLCZ built a mobile media studio with OpenClaw in under 5 days, entirely on mobile. Codex 5.2, Minimax fallback, Kyutai TTS, Whisper transcription, browser scraping, and Twitter ops.
Complete media production pipeline built from mobile in 5 days.
software-development ✓ Verified
App improvement workflow: screenshots to PRs to testing docs, fully automated
Andrew Jiang's workflow: screenshots with notes → agent builds work list → report → Codex agents open separate PRs → Claude reviews on GitHub → testing doc generated.
End-to-end app improvement: screenshots to deployed PRs to testing docs, fully automated.
Personal Productivity ✓ Verified
OpenClaw as primary digital interface: notes, emails, projects via Discord
Avi Press now uses OpenClaw as his primary digital interface. All notes, emails, projects, questions, plans, and specs flow through one system with Discord as the UI.
Replaced all productivity tools with one OpenClaw Discord interface.
Personal Productivity ✓ Verified
MadLibs game for kids and TailScale fix, built while out for the day
Nathan Clark's OpenClaw built a dynamic MadLibs game with images and history for his 10-year-old, and fixed a TailScale networking issue, all while the family was out for the day.
Kids entertainment app and network fix done autonomously while away from home.
Personal Productivity ✓ Verified
Personal bot replaced half his apps, lives in WhatsApp with family
Tony Long built a personal bot that replaced at least half his apps. Lives in personal WhatsApp and in groups with friends and family, with deep context about his life.
50%+ of daily apps replaced. WhatsApp-based with family access.
Personal Productivity ✓ Verified
Research, Notion sync, calendar, and coding from phone via WhatsApp
kirjd uses OpenClaw primarily for research, Notion sync, calendar linking, diary management, and building coding projects remotely from phone. All via WhatsApp.
Full research and dev workflow running from WhatsApp on mobile.
smart-home ✓ Verified
Fixed iotawatt energy monitor setup with OpenClaw guidance
LLMJunky used OpenClaw to fix a corrupted iotawatt energy monitor. Agent accessed the device, received screenshots, and guided recalibration after months of SD card failure neglect.
Recovered broken energy monitoring hardware with AI-guided troubleshooting.
business-operations ✓ Verified
Supabase + mail reader: daily email summary on WhatsApp, auto-creates CRM todos
davis7 added Supabase + mail reader tools with a daily cron. Every morning: reads unread emails, sends WhatsApp summary, auto-creates todos in the database synced with team CRM.
Automated email triage with CRM integration running daily.
Content Creation ✓ Verified
Gmail/Calendar morning rollup skill for OpenClaw (open-sourced)
Buddy Hadry open-sourced a morning rollup skill for OpenClaw: calendar events + emails received overnight. Supports multiple accounts with configurable frequency and display limits.
Reusable morning briefing skill. Open-sourced. Multi-account support.
software-development ✓ Verified
Mac Mini with own Apple account, Gmail, and GitHub for the agent
Andy Torres set up a Mac Mini for OpenClaw with dedicated accounts: its own Apple account for Messages, its own Gmail, its own GitHub. Sandboxed agent identity instead of sharing personal accounts.
Sandboxed agent with dedicated Apple, Google, and GitHub accounts.
software-development ✓ Verified
Voice-based mobile orchestration: spin up agents from anywhere
xz3dev uses OpenClaw as an orchestration layer accessible from any device via voice. Phone voice memos direct the agent to navigate project dirs, spin up coding agents, and build features.
Full dev workflow accessible via voice memos from any device.
software-development ✓ Verified
Ralph plugin for OpenClaw: scaffolding, status blocks, and exit signals
Adi G shipped an OpenClaw plugin for Ralph projects. Scaffolds Ralph files, compiles prompts with RALPH_STATUS blocks, exits only when signals agree. Runs Claude Code or Codex through a runner config.
Deterministic agent loop plugin for structured coding workflows.
Personal Productivity ✓ Verified
Calendar, Obsidian, browser, reminders, itinerary, and GitHub via OpenClaw
Adi G manages calendar, Obsidian notes, browser automation, reminders, itinerary planning, and GitHub through one OpenClaw agent. Full digital life management.
Complete personal + dev workflow through a single agent.

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