Use Cases
Real-world OpenClaw automations from the community
Full Website Rebuild via Telegram from the Couch
A developer rebuilt his entire personal website via Telegram chat while watching Netflix. 18 blog posts migrated from Notion to Astro, DNS moved to Cloudflare — never opened the laptop.
Deployment Fixed by Voice Command While Walking the Dog
An OpenClaw agent on a Hetzner server detected a failed Railway deployment overnight, analyzed the logs, fixed the configs, redeployed, and created a PR — all triggered by voice while walking the dog.
Sentry → Claw → Codex → PR — Autonomous Bug Fix Pipeline
Bugs get resolved before developers even know about them: Sentry detects a bug, OpenClaw analyzes it, Codex fixes the code, a PR is created, and Slack gets notified. Fully autonomous.
Multi-Agent Business Team via Telegram
Multiple specialized agents — strategy, development, marketing, business — coordinated as a team through a single Telegram chat. Like having a full department in your pocket.
GitHub Code Review Bot via Telegram
OpenClaw monitors GitHub PRs, performs automated code reviews, and sends merge verdicts via Telegram. Developers approve or reject PRs without opening their laptop.
Unbrowse — Self-Learning API Skill Generator
Unbrowse auto-discovers APIs from browser traffic and generates OpenClaw skills on the fly — 100x faster than browser automation. No code generation needed.
Serverless AI Agent on Cloudflare Workers
Cloudflare's official MoltWorker packages OpenClaw to run in edge containers — production-ready, auto-scaling AI agent on Cloudflare's global network for $5/month.
Arduino Programming via Chat
The agent writes Embedded C++ code for Arduino UNOs and flashes it directly to hardware, controlled purely via chat commands like Telegram.
GitHub PR Manager
Monitors repositories, summarizes pull requests, checks failed tests in CI/CD logs, and reports critical failures directly in messenger.
Docker Container Management
Manage Docker containers (start, stop, read logs) and create sandbox environments directly from chat.
Server Log Monitoring via SSH
Agent accesses servers via SSH, monitors log files in real-time, and alerts on anomalies or crashes via Telegram.
Security & Malware Scanner
Integrates VirusTotal to scan files or URLs for malware before opening — critical given the many malicious skills in the ecosystem.
AI Project Manager via WhatsApp
Links code repository, Linear, WhatsApp history, and Obsidian so OpenClaw coordinates tasks as a project manager across multiple tools.
Autonomous Slack Support & Bugfixing
Bot monitors Slack channels, answers employee and customer questions, detects production bugs in code, and automatically provides fixes.
AI Managing Other AI Models
OpenClaw orchestrates other AI models, has them discuss code reviews, and makes final decisions about changes.
Full-Stack App Deployment Agent
OpenClaw builds and deploys a complete Laravel app on DigitalOcean including database, SSL setup, and CI/CD pipeline.
Multi-Agent Database Sync
Uses a Supabase backend so multiple OpenClaw agents keep information synchronized and share data access.
Kubernetes Deployment of OpenClaw
Run OpenClaw in Kubernetes, with monitoring, scaling, and Helm chart deployment.