What People Are Buildingwith OpenClaw
Real use cases from real builders. Click any card to see the full story.
Showing 100 use cases
13 AI Agents Running a Podcast Business on a Mac Mini
Florian
Runs 13 specialized AI agents (Dan for X growth, Jimmy for YouTube, Tyler for newsletter) on a $600 Mac Mini 24/7. Handles content repurposing, social posting, sponsor research across podcast, newsletter, X, and YouTube.
Full content operation automated across podcast, newsletter, X, and YouTube
Agent Felix Generated $14,718 from $1K Investment
Nat Eliason
Built an autonomous AI agent named Felix with access to Vercel, Stripe, GitHub, and crypto wallets. Felix developed products, handled marketing, support, and sales autonomously. Built Claw Mart marketplace earning $71K+ cumulative.
$14,718 revenue from $1K investment in 3 weeks
Agent Larry Drove 500K+ TikTok Views and $714 MRR in 5 Days
Oliver Henry
Repurposed old gaming PC into AI marketing agent named Larry. Larry autonomously created TikTok content for mobile app Clarity, generating viral posts with multiple over 100K views.
500K+ TikTok views, $714 MRR, 4 posts over 100K views
Replaced $2K/mo Ecom VA with $44 OpenClaw Agent Bob
Anonymous
Ecommerce operator replaced a $2,000/month virtual assistant with a $44/month AI agent that handles daily operations including order management, customer inquiries, and inventory.
Replaced $2K/mo VA with $44/mo agent
Six-Figure Business Run Entirely from Discord with 2 AI Agents
Alex
Runs a six-figure business with zero employees using OpenClaw connected to Discord as the operating system. Two AI agents handle different business functions through organized Discord channels.
Six-figure business, zero employees
100+ Property Videos, Replaced $5K/mo Agency
Ritesh
Used OpenClaw to automate client content production for real estate. Generates viral room transformation videos from single prompts. Agent handles image generation, video creation, and posting.
Replaced $5K/mo agency, 100+ property transformation videos
Family Assistant Zosia for Groceries, Nanny Hours, and Date Nights
Brandon (Every.to COO)
Built agent named Zosia as a family assistant. Tracks nanny hours, orders groceries, books date nights via iMessage, reviews documents for both parents.
Household management automated for two-parent family
7-Agent AI Marketing Team
Solo Founder
Built a 7-agent AI marketing team instead of hiring. Each agent has its own agents/ subfolder with dedicated AGENTS.md instructions for research, writing, scheduling, and distribution.
Fully operational 7-agent marketing team
Replaced $400/mo in SaaS Tools with OpenClaw
Anonymous
Replaced $400/month in SaaS tools (Motion at $29/mo and others) with a single OpenClaw agent. Demonstrates each tool replaced and equivalent capability.
Saved $400/mo in SaaS costs
Automated WooCommerce Customer Email Replies
Anonymous
Webhook-driven flow where incoming customer emails trigger OpenClaw to check WooCommerce order details and send helpful automated replies using Agentmail.
Automated customer email response system for WooCommerce stores
GitHub Issue Fixing from Slack + Daily PR Checks
Anonymous Developer
Set up OpenClaw to monitor GitHub repos for new issues via Slack, automatically attempt fixes, run daily PR review checks, and send AI-curated tech digest to WhatsApp every morning.
Automated developer workflow: issue triage, PR reviews, daily digest
5 Mac Minis for Homeschool, Apps, and Inventory
Jesse
Runs five specialized OpenClaw agents on separate Mac Minis, layered on top of Obsidian second brain. Agents handle homeschool curriculum, app development, physical inventory cataloging, and household finances.
Fully automated homeschool, app building, inventory management
Entire Business on OpenClaw: X Content, Trading Bot, YouTube
Sharbel
Runs entire business through OpenClaw agents handling X/Twitter content creation, Polymarket copy trading bot, and YouTube content production.
Full business automation including content and trading
Agent Nigel Manages SaaS + AV Rental on $640 Mac Mini
Solo Founder
Running two businesses (SaaS product and AV rental) on a $640 Mac Mini M4 running 24/7. Agent Nigel does overnight autonomous work — research reports, competitor analysis, API connections.
8 major reports in one night, 4 APIs connected autonomously
Voice Calling 80+ Restaurants Across 5 Cities
Dave
Set up OpenClaw with iMessage, web browser, and automated voice calling via Twilio/OpenAI realtime voice API. Had it call 80+ Korean and Pho restaurants across 5 cities for reservations.
80+ restaurant calls across 5 cities, automated tweet monitoring
2.5M+ Follower Content Operation with 7 OpenClaw Skills
Anonymous
Runs content operation across 2.5M+ followers and 15 accounts using 7 OpenClaw skills on a Mac Mini. Skills work together for research, writing, scheduling, and distribution.
2.5M+ followers managed across 15 accounts
Built a Full Business with OpenClaw — 20 Sales Day One
n3t-z3n (Reddit)
Created a cultural awareness platform for travelers using OpenClaw agents. E-learning platform, badge verification, guides, translations — all built with AI agents. $535 one-time + $35/mo to run.
20 sales on day one, full platform built with AI agents
OpenClaw for Doctors: Replaced VA with Secure AI Setup
Anonymous Doctor
A doctor demonstrates using OpenClaw as a replacement for their virtual assistant, with strong focus on security and HIPAA-adjacent considerations. Walks through secure setup process.
Replaced medical VA with AI agent
AuthorClaw: Autonomous AI Writing Agent for Books
Anonymous
Built AuthorClaw, an OpenClaw-based autonomous writing agent for fiction and nonfiction. Handles full 6-phase, 48-step book production pipeline: market analysis, premise, characters, outline, writing, 3-pass editing, AI beta readers.
Full 6-phase, 48-step book production pipeline automated
Ecommerce Brand Automated — $1,000 in 2 Weeks
Jack
Spent $1,000 over two weeks testing OpenClaw for ecommerce brand. Documented ROI breakdown across product listing, customer service, inventory management automations.
Documented ROI breakdown of $1,000 investment across ecom automations
50 Days of Daily OpenClaw Use — 20 Real Workflows
Radek
Used OpenClaw every single day for 50+ days, contributed a skill to ClawHub. Documented 20 real use cases with full prompts in a companion GitHub gist.
20 documented real workflows, contributed to OpenClaw ecosystem
Replaced 6+ Apps with One Digital Twin on WhatsApp
Anonymous
Built personal OpenClaw setup that replaced 6+ separate SaaS apps with a single AI agent accessible via WhatsApp. Personal assistant to superagent pipeline.
Replaced 6+ apps, lower total cost
OpenClaw Built a Calling App and Booked a Dinner Reservation
Nick (co-founder/CPO of QSIC)
Tasked OpenClaw with making a dinner reservation. When online booking failed, the agent autonomously built a calling app, generated a voice, and phoned the restaurant to book.
Successfully booked restaurant reservation via autonomous phone call
Full Business Automation Stack: Email Triage, Competitor Intel, Overnight Coding
u/rkovee_poster
Running email automation that triages 47 emails overnight, handles inquiries automatically, and signs up for competitor products to extract market gaps. Plus meeting prep, Fireflies transcripts, continuous Reddit/HN/Twitter monitoring, and overnight coding sessions via Telegram.
Saves 15-20 hours/week. 100% automation uptime after switching to dedicated agent email.
3-Agent Content System Built in 4 Hours: Reddit/Twitter/LinkedIn Auto-Posting
u/sideproject_builder
Built 3-agent orchestration system in 4 hours using OpenClaw. Agents scan for engagement opportunities, draft platform-specific responses, and post at optimal times across 4 time zones. All configured via markdown — no code.
Went from 20 to 100 Reddit karma, 9 Twitter replies, 100% automation success. Replaced 15-20 hrs/week of manual content ops.
OpenClaw Wrapper SaaS Earns $37,459 Solving Setup Pain
SimpleClaw founder
Built a hosted OpenClaw product eliminating setup friction (Docker, servers, security). Users pay to avoid painful setup, not for hosting itself. Multiple similar products in market all earning.
$37,459 total revenue. Similar products: setupclaw $23,388, ClawWrapper $14,127. Validated demand for done-for-you OpenClaw.
Open-Source AI Newsroom: Automated News Scanning + Curation for ~$5/Month
jacob-bd
Built a complete OpenClaw newsroom pipeline: monitors 5 data sources 24/7, uses Gemini Flash for editorial curation, auto-publishes curated stories. No human intervention needed after setup.
Running fully automated content operation for ~$5/month. GitHub repo went viral on r/openclaw with 300+ upvotes.
OpenClaw 3D Printer Agent (Find, Design, Slice, Print via Chat)
makermate (GitHub)
Built OpenClaw skills to find/create/edit/slice/print 3D models from chat. Runs on old MacBook with Docker, controls 3D printers on local network.
Open-source on GitHub. Gets back into creating/repairing things without manual CAD work.
Grafana Lens: AI Agent for Metrics/Logs/Traces Debugging
awsome-o (GitHub)
Open-source OpenClaw plugin for Grafana. Chat with AI to debug metrics, logs, traces.
Connects to existing Grafana setup, no new databases needed, runs locally.
AI Newsroom: Automated Scanning, Curation and Publishing Pipeline
Unknown (r/homelab)
OpenClaw agent runs automated AI newsroom: scanning, LLM curation, full publishing pipeline.
Fully automated content pipeline from scanning to publishing.
Python Automation Platform with Discord Publishing (Zero-Token)
Unknown (r/openclaw)
Built cron scheduler for Python that became full automation platform.
Researcher jobs pull content, store in DB, publish to Discord without AI tokens.
Local AI Agent: OpenClaw + Qwen 3.5 + Telegram (Fully Local)
Unknown (r/LocalLLaMA)
Fully local AI agent with OpenClaw + Qwen 3.5 + Telegram. No cloud APIs.
Planning job opportunity scanning on Reddit. Fully offline capable.
OpenClaw SEO + Reddit Growth Stack — Automated Competitor Intel + Community Posting
Founder set up OpenClaw to handle SEO tracking and Reddit community growth automation. Demoed the system at a local AI event, other founders immediately wanted it as a consulting service.
Generated consulting demand from AI event demo, turned internal tool into B2B product
5 Profitable OpenClaw Businesses: Setup Services, Security Scanning, Vertical Skills on ClawHub
SuperFrameworks
Analysis of real businesses built around OpenClaw. Top opportunities: managed setup services, security scanning (341 malicious skills found), vertical skill builders earning $100-$1K/mo per skill, hosted cloud versions, analytics dashboards. 700+ skills on ClawHub as of March 2026.
One founder hit $3,600 revenue month one. Another closed a 5-figure deal by day 5. Skill sellers report $100-$1,000/mo from a single vertical skill.
33 OpenClaw Automations That Make Real Money: Documented Real-World Setups
rentierdigital (Medium)
Deep-dive documenting 33 real revenue-generating OpenClaw automations found across Twitter, Reddit, Discord, HN, and the OpenClaw showcase. Covers income generation automations, productivity workflows, business monitoring, and client-facing setups. Written after one week of research into real setups only (no theory).
Multiple real revenue examples documented across 33 automation types. Article published March 2026 and widely shared in the OpenClaw community.
Non-Developer Ships 4 Products in 3 Weeks
Anonymous Reddit user
Non-developer used OpenClaw to build math tutoring platform, trading bot with TradingView, AI marketing SaaS, and Solana prediction market dApp in 21 days
4 live products with real users, plus launched OpenClaw installation business as 5th venture
Canadian Real Estate Broker AI Back Office
Foch (Canadian broker)
Built OpenClaw integrations with Follow Up Boss and kvCORE CRMs for automated lead follow-ups, nurture campaigns, and client record management
Full back office automation for real estate brokerage
Solo DevOps Engineer Built 5-Agent Virtual Infrastructure Team with OpenClaw
u/devops_poster (r/devops)
Created 5-agent virtual DevOps team: Lead Infra Eng orchestrator (via Telegram), plus MongoDB Atlas, Azure Container Apps, Datadog, and Technical Writer agents. Sends instructions via Telegram. Lead spawns sub-agents, collects findings, unifies and publishes to Confluence. CRON mid-day and end-day automated check-ins. Runs on 4vCPU/8GB VM with Claude Sonnet 4.6 + Qwen3.5.
Full multi-cloud infra managed via Telegram. Every analysis auto-published to Confluence. Saves hours on routine monitoring and documentation.
Guy Built iMessage AI on OpenClaw, Got 3 Hinge Dates, Nearly $1K MRR in 5 Days via TikTok
u/esther_founder (r/passive_income)
Built Esther - unrestricted OpenClaw agent accessible via iMessage. Gave it full Hinge access - got 3 dates and got banned (viral story). Also built Minecraft version with AI companion. Agent wrote its own website at tryesther.com. Zero paid marketing - only a semi-viral TikTok about the Hinge incident.
Nearly $1,000 MRR in 5 days via TikTok organic alone. Live at tryesther.com.
Automated LinkedIn Job Finder and Applicant via OpenClaw
BahnMe (Reddit)
Separate Docker containers per goal: auto-replies to recruiters, sends CV, schedules interviews, searches and applies for jobs automatically
Fully automated job search and application pipeline running 24/7
AdeptLoop: Automated Agent Failure Triage
r/openclaw user
Ingests agent traces, figures out what broke and why, surfaces the fix automatically
Turned debugging into a standalone product
OpenClaw Wrappers Making Real Money - SimpleClaw $37K Revenue
SimpleClaw/SetupClaw builders
OpenClaw wrapper businesses generating real revenue. SimpleClaw hit $37,459 total. SetupClaw at $23,388. The ecosystem around OpenClaw is creating real businesses.
$37,459 revenue (SimpleClaw), $23,388 (SetupClaw)
D2C Ecommerce Ops Hub: 6 APIs Connected via OpenClaw
D2C owner connected 6 APIs (Shopify, shipping, invoicing, banking, ads, inventory) to OpenClaw. Uses 4 AI models. Tracks ROAS per campaign, COD reimbursement, expiring inventory, order fulfillment. All from one chat window.
Full business operations managed via single chat interface, real-time cross-platform intelligence
OpenClaw Tax Prep: AI Found 401k Loan Tax Loophole Accountant Missed
User ran OpenClaw for tax preparation. Agent discovered MSA/401k loan tax provision (deposit into qualified IRA by Oct 15) that hired accountant missed. Saved significant money on taxes.
Found tax savings that professional accountant overlooked
Automated Bookkeeping Intake from Email and PDFs
OpenClaw agent monitors email inbox, identifies invoices/financial documents, parses PDFs, extracts amounts/dates/vendors, categorizes and prepares for tax consultant. Documented by Codebridge.
Reduced monthly bookkeeping intake from 2-3 hours to 15-20 minutes of review
Grafana Lens: AI Agent Debugs Your Entire Server Stack
awsome-o (Reddit)
Built an OpenClaw plugin that connects to Grafana. Ask the agent what happened when a container crashes and it parallel-fetches metrics, logs, traces, runs anomaly detection, and gives hypotheses.
Open-source plugin with GitHub repo, community reception positive
Job Finder Agent: Auto-Applies to LinkedIn Jobs
BahnMe (Reddit)
Runs separate Docker containers per goal. LinkedIn instance replies to recruiter messages, sends CV, schedules interviews, and actively searches and applies to job openings automatically.
Fully automated job search pipeline
Full Business Automation Stack: Email + Meetings + Code Deploys
Reddit user (r/AI_Agents)
Agent triages 47 emails overnight, handles customer inquiries automatically, extracts competitor gaps, pulls meeting transcripts for action items, and deploys code via Telegram while at dinner.
Running in production for a month, saves hours daily
OpenClaw Wrapper Businesses Earning 37K+
Reddit r/vibecoding
SimpleClaw earned 37459 dollars and setupclaw earned 23388 dollars building simple wrapper products around OpenClaw. Proves the ecosystem generates real revenue.
37459 dollars total revenue for top wrapper
Wall Street-Grade Stock Screener With Free APIs
Florin (florinelchis)
Built Bloomberg-grade stock screener scanning 500 S&P 500 stocks in 15 seconds using OpenClaw + free Yahoo Finance and SEC EDGAR APIs. Runs Buffett 10 investment formulas.
Replaced $24K/year Bloomberg Terminal with free tool. 15-second scans of 500 stocks. Smart SQLite caching.
Commercial Real Estate Prospecting Agent Team
Adam Smith
Student housing broker built OpenClaw agent team for CRE prospecting. Daily briefing, property research, personalized outreach with approval step.
Automated daily briefing printed to physical printer. Research and outreach agents handle prospecting pipeline.
Music Production AI Co-Producer
HN Community
AI co-producer concept for music production. Helps with sound design, arrangement, mixing, mastering. Augments producers.
Active HN discussion with musician interest. Co-producer not replacement model.
claw.fm 24/7 AI Radio Station
claw.fm team
24/7 radio station where AI agents submit music and earn USDC tips. 75/20/5 revenue split.
Launched on Product Hunt. Agents earn real cryptocurrency for music submissions.
ClawLink Agent Social Network
CN-Syndra
AI agent-to-agent communication network. Your OpenClaw agent messages other agents directly, they negotiate autonomously and report back. Like LinkedIn for AI agents. 196 stars.
196 GitHub stars in first week
AI Trading Bot Made $2,200 in 9 Minutes
Anonymous (r/vibecoding)
Non-coder built fully local AI trading bot using Qwen3 models on a 5080 GPU. 24 straight winning trades at $100/trade in 9 minutes of testing. Built in 2 days with Python.
$2,200 profit in 9 minutes
Donely Managed OpenClaw Hosting
Harsha (founder)
Fully managed OpenClaw container that goes live in 30 seconds. Connect Gmail, Slack, and 950+ apps. Free tier available. Wrapper product for the OpenClaw ecosystem.
Product Hunt launch
Context Overflow Agent Knowledge Sharing
Unknown
Q&A knowledge sharing platform where AI agents automatically share useful knowledge across sessions. Works with OpenClaw, Claude Code, Cursor. Community memory.
Product Hunt launch
ProofShot Visual Verification for AI Agents
jberthom
CLI that gives AI coding agents eyes to verify the UI they build. Opens browser, records video + screenshots + logs into self-contained HTML file. Open source.
62 HN points in 5 hours
ClawHub Security Audit Scanner
Security Researcher
Security researcher built a static analysis scanner that audits all 31,000+ OpenClaw ClawHub skills. Found 2,371 malicious (7.6%): crypto wallet theft, credential exfil, prompt injection, reverse shells.
Found 2,371 dangerous skills out of 31,371 (7.6% of registry)
Raspberry Pi AI Business Assistant
Small Business Owner
Built a complete private AI assistant on Raspberry Pi 5 ($100) using OpenClaw + Venice AI + Tailscale. Runs Kimi K2.5 (256K context) for $30/month.
$100 hardware + $30/month for a full AI assistant that keeps all data local
Writing Style Auto-Learner
jzOcb
Open source skill template with auto-learning. AI writes, you edit, rules auto-extracted, SKILL.md improves itself. Works with Claude Code and OpenClaw.
109 GitHub stars in first week. AI adapts to your exact writing voice over time
AI Agent Scam Debate: Real Results vs Hype
Viral thread questioning AI agent economy. Skeptics compare to NFTs.
Builders counter with documented cases: $250K+ savings, $37K wrapper revenue, $33K/yr VA replacement savings
Tencent QClaw — OpenClaw Agent Inside WeChat
Tencent
Tencent packaged OpenClaw into QClaw, a one-click product integrated with WeChat and QQ. 1 billion monthly active users now have direct AI agent access from their messaging app.
1B+ users gained AI agent access via messaging app
Cisco DefenseClaw — Enterprise Security for AI Agents
Cisco/Jeetu Patel
Cisco released DefenseClaw at RSAC 2026, open source framework for scanning, inventory, and sandboxing OpenClaw agent skills. Agent Runtime SDK for policy enforcement.
Enterprise-grade agent security at build time
GitAgent — Turn Any Git Repo Into a Cross-Platform AI Agent
Lyzr
Lyzr launched GitAgent on Product Hunt. One repo as single source of truth for agents, running across Claude Code, CrewAI, and OpenClaw without reformatting.
Cross-platform agent portability from one repo
Hospital Agentic Operating System (arxiv Paper)
Wenxian Yang et al
Researchers built clinical workflow OS on OpenClaw for hospitals
2.2x higher precision than RAG baseline on MIMIC-IV dataset
Northeastern University Agent Manipulation Study
Chris Wendler et al
Researchers guilt-tripped agents into leaking secrets and disabling their own systems
Agents disabled email, exhausted disk space, entered conversational loops
Meta AI Safety Chief Email Disaster
Summer Yue
Meta alignment director lost inbox after OpenClaw ignored stop commands
Agent bulk-deleted emails despite explicit stop commands
ClawWork: AI Agent Earned $19,915 From $10 in 8 Hours
HKUDS Research Lab (University of Hong Kong)
OpenClaw-based agent starts with $10, completes professional tasks across 44 occupations, gets scored against BLS wage data. Top performer earned $19,915 in 8 hours.
$19,915 earned in 8 hours from $10 starting balance. 220 real professional tasks. Quality scores up to 66.8%.
Solo Founder Marketing Department on OpenClaw ($4/mo)
James Devonport (NoCode SaaS)
SaaS founder built 4 OpenClaw agents on $4/mo Hetzner VPS: Meta Ads management, daily blog auto-publishing with Gemini illustrations, Google Analytics integration, social media with emoji approvals via Slack.
Replaced entire marketing operation. Never logs into Meta Ads Manager. Daily blog posts auto-published. Social media on autopilot. ~$35/mo total cost.
Restaurant Customer Support Agent (4hr to 2min Response)
Restaurant deployed OpenClaw for customer support automation. Response time went from 4+ hours to under 2 minutes.
60-80% inquiries automated. Email triage 2hrs/day to 25min. Catering onboarding 3-4hrs to 15min.
Solo Founder Multi-Agent Team (4 Agents, Zero Employees)
Trebuh
Solo founder runs entire company on 4 specialized OpenClaw agents via single Telegram chat. Strategy, BD, marketing, dev.
Full company ops at $50-100/mo. Shared memory + private context. 24/7 availability. Pattern replicated by 15+ others.
16 Production Incidents One Day $1.50 Total Cost
Alex Rezvov
Developer deployed OpenClaw, had 16 incidents day one including 271-message loop, thinking block trap, hallucinated URLs.
Built watchdog auto-recovery script. Total cost $1.50. System now runs hands-free. Key lessons: dual-model config, thinking off for delivery.
Teenage AI Tutors
Patrick Deglon
Father built custom OpenClaw agents for his 14 and 12-year-old sons on $270 SBCs. Manages Minecraft servers, school curriculum, volleyball tournaments. 400-line parenting config.
Custom AI tutors for teenagers with school, gaming, and sports skills
Felix: Autonomous AI Business
felixcraft.ai builder
OpenClaw agent Felix autonomously built/launched PDF product via Vercel+Stripe. Ran Twitter marketing. Generated $3,500+ in 4 days.
$3,500+ gross sales in 4 days with zero human intervention
DenchClaw: AI Sales CRM
Kumar (Dench.com)
YC S24 startup built open-source OpenClaw-based CRM. Runs locally. CRM automation and outreach agents.
Open source local CRM with agent-powered sales automation
Advertising Skills Library
realkimbarrett
Battle-tested ad skills for OpenClaw/Claude Code. Direct response, paid ads, funnels, copy systems. 355 GitHub stars.
Reusable advertising automation skills with 355 stars in one week
Outworked: Animal Crossing UI for Claude Code Agent Teams
Open-source desktop app where Claude Code agents work as a team with Animal Crossing-style visual UI. Orchestrator breaks goals into tasks across agents.
Hit HN front page. 119 agents, 202 skills, 48 hooks. iMessage support, built-in browser, scheduling, tunneling.
Automated 350-Post SEO Blog with OpenClaw + Ghost CMS
Anonymous (Ghost Forum)
Developer built a fully automated SEO content pipeline using OpenClaw connected to Ghost CMS Admin API, image generation APIs, and social media. Agent researches topics, writes posts, publishes directly to Ghost, generates images, and distributes to social — zero manual intervention.
350+ posts published automatically in a few weeks on meaninginadream.com
OpenClaw + n8n Hybrid Workflow: AI Brain Meets Deterministic Automation
Anonymous (Reddit r/n8n)
Developer connected OpenClaw (conversational intelligence layer) with n8n (workflow automation) and MiniMax M2.7. Chat input flows to OpenClaw which understands intent, writes structured prompts to Google Sheets, n8n triggers image generation, and results are written back to the sheet automatically.
Unified AI + deterministic automation pipeline with zero code; images generated on demand from natural language
AI Agent Accesses 55 Social Platforms With No API Keys (opencli-rs-skill)
nashsu (GitHub)
Open source skill for OpenClaw that converts 55+ websites — Twitter/X, YouTube, TikTok, Instagram, Reddit, Bilibili, Notion, and more — into CLI commands for AI agents. Uses existing Chrome login session via Playwright MCP Bridge. No API keys, no rate limits, no credential exports.
152 GitHub stars in 4 days; enables agents to access social platforms that restrict API access
Enterprise OpenClaw Cluster for Hundreds of Employees (ClawManager)
Meng Li
Open-source ClawManager project solves the single-machine limitation of OpenClaw by turning it into an enterprise-grade cluster deployable to hundreds or thousands of users. Centralized management, user provisioning, IT-ops-friendly deployment.
Enterprises can now deploy OpenClaw at scale without overwhelming IT teams
OpenClaw Auto-Dream: Automatic Memory Consolidation Like Sleep for AI
LeoYeAI
Skill that runs automatic memory consolidation on a schedule — like sleep for your AI agent. Powered by MyClaw.ai. Solves agent memory fragmentation over long-running deployments.
248 GitHub stars in one week, solving top OpenClaw pain point
Claude Code Source Code Exposed via NPM Source Maps
Chaofan Shou (@shoucccc)
Security researcher discovered Anthropic accidentally shipped source maps with Claude Code npm package, exposing the entire proprietary codebase. Multiple GitHub repos archived it within hours. Hit HN front page with developer community dissecting the internals.
Claude Code internals fully public; Anthropic embarrassment; HN front page; massive dev community discussion March 31 2026
AI Agent That Watches You Work and Teaches Itself Your Skills
sandroandric (GitHub)
AgentHandover — observes how you actually work, extracts patterns, and creates self-improving skill files for OpenClaw, Claude Code, and Codex. Agents learn workflows without being explicitly told. 106 stars, created March 30 2026.
106 GitHub stars within hours of launch. Novel approach to zero-instruction agent onboarding.
MetaClaw: OpenClaw Agent That Evolves From Every Conversation
aiming-lab (research team)
Proxy layer that intercepts every agent conversation, injects relevant skills at each turn, and meta-learns from accumulated experience. Works with OpenClaw, Claude Code, NemoClaw and any OpenAI-compatible client. Research paper arxiv 2603.17187.
3,126 GitHub stars. Integrated by AutoResearchClaw. Academic paper published.
KiloClaw: Fully Managed Hosted OpenClaw — No Server Required
Kilo.ai team
Fully managed hosted version of OpenClaw. Deploy in 60 seconds, zero DevOps, enterprise security. Targets non-technical founders who keep hitting the setup barrier. OpenClaw under the hood, better UX on top.
Featured on Product Hunt. Positioned as the Shopify of AI agents.
Dental Group Business Intelligence Agent (30 Locations)
Anonymous (ClawCon Austin presenter)
A 30-location dental group connected OpenClaw to its data warehouse so leadership can ask financial performance questions in natural language.
Leadership can query clinic performance without waiting on manual report prep, speeding up operational decisions across locations.
Solo Founder $20/Month Sales Assistant Replacing $2000 Stack
Anonymous (Reddit r/AI_Agents)
Solo founder replaced Apollo, Outreach, ZoomInfo, LinkedIn Sales Navigator with one OpenClaw agent on Mac Mini. Handles inbox monitoring, prospect research, personalized outreach, meeting prep.
Full sales stack for $20-35/month vs $500-2000/month in SaaS subscriptions. Saves hours daily on email and prospecting.
Fully Automated AI Newsroom Publishing Pipeline
Anonymous (Reddit r/openclaw)
End-to-end automated newsroom: source scanning (Reddit, HN, Twitter), LLM curation, article writing with voice profiles, CMS publishing, social distribution.
Real organic Google traffic growing month over month. Multiple revenue streams possible (ads, sponsored, affiliates). Cost: $50-150/month.
AI employee runs SaaS revenue ops
Vayo
Built an OpenClaw agent named Alfred that monitors a Creem store, sends daily revenue digests, catches failed payments, and drafts churn win-back emails.
Turns revenue monitoring into a daily automated workflow instead of constant dashboard checking.
Morning AI assistant queues the day before coffee
Claire Vo
Claire Vo described an OpenClaw agent named Polly that reads email, checks calendar, and queues her day before she sits down, with other agents handling reminders and outreach.
Shows a concrete personal operating system use case that feels real and relatable to a broad audience.
ClawSecure: CrowdStrike-Style Security for AI Agents
Security scanner and integrity monitoring layer for OpenClaw skills and workflows with ecosystem-aware threat detection and post-install monitoring.
Documented 3-layer audits, 55+ OpenClaw-specific threat patterns, and Watchtower monitoring for code drift after install.
Agents Observe for Claude Code teams
simple10
Built a real-time dashboard for Claude Code multi-agent teams that tracks tool calls, task progress, logs, and inter-agent activity live.
Reached Hacker News with 37 points and 14 comments while the repo climbed to 189 stars.
teammate-skill preserves tribal knowledge as an AI skill
LeoYeAI
Turns a teammate's Slack, GitHub, docs, and email history into an AI skill that can review work, answer questions, and write in their style.
Repo reached 76 stars within about 30 hours of launch.
MyClaw gives users a full hosted OpenClaw server
LeoYeAI
Hosted personal AI server product where each customer gets a full OpenClaw instance with code control, persistent memory, and deployable skills.
Repo launched today and picked up 62 stars within hours.
claw0 teaches builders how to recreate OpenClaw from scratch
shareAI-lab
Step-by-step repo with 10 runnable Python sections that teach agent loops, tools, channels, gateway routing, memory, cron, and concurrency.
Repo resurfaced today and sits at 1,907 stars.
ClawX turns OpenClaw into a desktop app for everyday users
ValueCell-ai
Desktop GUI for OpenClaw with setup wizard, embedded runtime, channels, cron, skills, provider settings, keychain storage, and multi-platform support.
Repo resurfaced with 6,010 GitHub stars and strong beginner demand.
Multi-Channel AI Customer Service Platform
Futurist Systems
OpenClaw unifies WhatsApp Business, Instagram DMs, Gmail, and Google Reviews into one AI-powered inbox with auto-responses, language matching, and human handoff.
One documented restaurant deployment cut response time from 4+ hours to under 2 minutes and handled 80% of inquiries automatically.
Event Guest Confirmation via AI Voice Calls
awesome-openclaw-usecases
OpenClaw uses SuperCall to call guests one by one, confirm attendance, capture notes like dietary restrictions and plus-ones, and compile a final summary.
Higher-response event ops workflow with structured confirmed, declined, and no-answer tracking instead of messy manual phone tag.
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