$ ls ./openclaw-use-cases/

const useCases = [

/** /** Real things people are actually doing with self-hosted OpenClaw. Browse, get inspired, follow the setup guide. */ */

🔬 Unusual & Creative

// The ones that make you say 'wait, you can do that?'

rtl-sdr-radio-monitor.ts

Emergency Radio Monitor

// A $25 USB dongle + OpenClaw = real-time radio transcription & alerts.

coming-soon.ts

Coming Soon

await watchFishTank(sensors, { pH: true, temp: true })

Aquarium AI Guardian

// OpenClaw watches your fish tank sensors and alerts you before disaster strikes.

coming-soon.ts

Coming Soon

await hamRadioLog(contacts, { dxcc: true })

Ham Radio AI Companion

// Log contacts, look up callsigns, and track DXCC progress — hands-free.

⚡ Productivity

// The ones that actually save hours every week

email-ai-assistant.ts

AI Email Manager

// Triage, summarize, and draft responses. OpenClaw handles your inbox while you sleep.

content-automation-pipeline.ts

Content Automation Pipeline

// One tweet thread → blog post + newsletter + social posts. Full content pipeline on autopilot.

meeting-notes-generator.ts

High Value→

await transcribeMeeting(audio, { actionItems: true })

Meeting Notes Bot

// Record → transcribe → extract action items. From Zoom call to structured notes in 60 sec.

personal-research-assistant.ts

High Value→

await researchTopic(query, { sources: 50, compile: true })

Research Assistant

// Read 50 papers, websites, or PDFs and get a structured briefing.

competitive-research.ts

High Value→

await monitorCompetitors(targets, { daily: true })

Competitive Research

// Monitor competitors, track pricing changes, hiring signals, and get daily intelligence briefings.

personal-project-manager.ts

Beta→

await planMyDay(goals, { energyAware: true })

Personal Project Manager

// AI-powered task tracking with energy-aware scheduling and weekly retrospectives.

👾 Developer Tools

// OpenClaw as a coding and devops co-pilot

github-pr-auto-review.ts

Beta→

await reviewPullRequest(github, { style: 'strict' })

Auto PR Reviewer

// OpenClaw reviews every PR for logic errors, style issues, and security risks.

browser-automation-business.ts

Browser Automation

// Real Chrome control — navigate, click, extract, fill forms. AI drives the browser like a human.

sql-natural-language.ts

Beta→

await queryDatabase(postgres, { naturalLanguage: true })

Natural Language SQL

// Ask questions about your data in plain English. OpenClaw writes the SQL.

log-analyzer.ts

Beta→

await analyzeServerLogs(nginx, { anomalyDetection: true })

Log Anomaly Detector

// Feed server logs to OpenClaw and get plain-English summaries of what went wrong.

🏠 Home & Lifestyle

// Making the smart home actually smart

smart-home-control.ts

Beta→

await controlSmartHome(homeassistant, { voice: true })

Smart Home Commander

// "Turn off all lights and set the thermostat to 68" — via WhatsApp or Telegram.

coming-soon.ts

Coming Soon

await manageGroceries(inventory, { autoOrder: false })

Fridge & Pantry AI

// Track what you have, suggest recipes, and build shopping lists automatically.

💼 Business

// Running operations with OpenClaw as your AI operator

customer-support-bot.ts

Beta→

await handleSupport(tickets, { llm: 'local' })

Customer Support Bot

// Auto-triage support tickets, draft responses, and escalate edge cases.

invoice-processor.ts

Beta→

await processInvoice(pdf, { exportTo: 'sheets' })

Invoice Processor

// Extract fields from invoice PDFs, cross-check totals, export to spreadsheets.

social-media-manager.ts

Beta→

await schedulePosts(platforms, { aiWrite: true })

Social Media Manager

// OpenClaw drafts and schedules posts tailored to each platform's tone.

// Built something wild with OpenClaw?

Share your use case with the community

$git submit my-use-case.md

]