What People Build with OpenClaw
Real use cases from the community. Browse by category and open any link-based example in a new tab. Clawly Guides open on-site.
Code Automation
Let your AI review code, generate tests, and refactor — around the clock.
Smart File Management
Batch rename, organize, convert — tell your AI what you want and it handles the rest.
Team AI Assistant
Give every team member their own AI assistant — shared knowledge, isolated conversations.
OpenClaw Personal Ops Stack
One chat-first assistant that triages email, routes tasks, and handles day-to-day ops across your tools.
Smart Email Triage & Task Routing
Check incoming mail, remove spam, order things, send reminders, and create GitHub issues — all automatically.
Morning Briefing Rollup
Automated morning rollup skill that summarizes Gmail and Calendar accounts into a daily brief.
Auto Flight Check-in
Finds your next flight, runs check-in automatically, and locates a window seat — even while you're driving.
Automated Grocery Ordering
Orders groceries using saved credentials and handles MFA bridges — hands-free shopping.
AI Car Purchase Negotiation
Saved $4,200 on a car purchase through automated negotiation via browser, email, and iMessage.
Daily Email & Slack Summaries
Daily cron reads emails, sends Slack summaries, and creates todos in your database automatically.
Insurance Claim Filing
Filed an insurance claim and scheduled a repair appointment — all through natural language.
Automated Weekly SEO Analysis
Runs weekly SEO analysis on autopilot, tracking rankings and generating reports.
Hacker News Article Curator
Monitors Hacker News and sends personalized article recommendations based on your interests.
Lab Results Organizer
Organized bloodwork lab results into a structured Notion database automatically.
Reddit Content Crawler
Set up a Reddit crawler that pulls relevant posts and delivers them via Telegram.
Receipt to Parts List
Forwards receipts and the agent converts them into structured parts lists automatically.
Programmatic Diagram Generation
Built programmatic Excalidraw diagram generation for agents — architecture docs on demand.
Large-Scale Data Scraping
Turned an idea into a project pulling 4 million posts across 100 top X accounts.
Telegram-Connected Dev Assistant
Configured an OpenClaw instance hooked to a Telegram group for on-the-go development help.
Full Site Rebuild via Chat
Rebuilt an entire site via Telegram: Notion to Astro migration with 18 posts — all through chat.
Google Analytics Skill Builder
Built a GA4 analytics skill in ~20 minutes and published it to ClawHub.
Voice-Controlled Debugging & Deploy
Agent debugged a failed deployment, reviewed logs, fixed configs, and redeployed — all via voice.
JIRA Integration Skill
Connected to JIRA and built a custom skill autonomously — project management meets AI.
macOS Menu Bar Controller
Built a Swift macOS menu bar app to manage OpenClaw status and controls natively.
Multi-Agent Orchestration
4 specialized agents with shared memory, different models, and scheduled tasks — working in concert.
Build UI from WhatsApp
Built a complete UI entirely from WhatsApp messages — sends back output screenshots for review.
Remote Dev via Tailscale
Set up an agent for app development via Tailscale private network — code from anywhere.
10K Email Cleanup & CLI Tools
Cleared 10K emails, reviewed 122 slides, built CLI tools, and published packages to npm — in one session.
App Store Submission via Chat
Submitted first app to Apple via Telegram and automated the TestFlight process.
Overnight Coding Agent Manager
Delegated coding agent management overnight — better context awareness than running agents solo.
Article Curator App
Built a Stumbleupon-style article curator from a phone while putting a baby to sleep.
341 Sessions in 7 Days
Tightened proposals, researched markets, wired services — 341 agent sessions in just one week.
Real Estate API Skill
Built an Idealista API CLI skill for automated property searches and valuations.
Codex Agent Orchestration
Takes notes on app improvements, builds lists, writes reports, and kicks off Codex agents.
Debug Between Gym Sets
Debugged a fitness app mid-workout between sets — true mobile-first development.
Smart Calendar Timeblocking
Timeblocks tasks in calendar, scores importance/urgency, leads weekly reviews, and gives morning briefs.
Cross-Platform Task Runner
Cleaned Linear issues, wrote emails, opened PRs, and prospected signups — all from one chat.
Idea Capture & Decision Pipeline
Created a log skill that captures ideas through a decision pipeline with overnight experiments.
Calendar + Obsidian + GitHub Hub
Manages calendar, contributes to Obsidian notes, commits to GitHub, and sends reminders.
Multi-Device Daily Agenda
Running across NAS, PC, and Mac with auto-refreshing daily agenda synced everywhere.
WhatsApp to Notion Research
Researches topics and builds documents synced to Notion — all controlled via WhatsApp.
YouTube Video Summarizer
Daily cron summarizes YouTube videos with key takeaways — never miss important content.
Chat-Based Calendar Management
Chat-based management for work, personal, and family calendars — schedule via conversation.
Discord as Digital Hub
Primary interface to the digital world via Discord — eliminates tool friction across all apps.
Spending Tracker & Scrum Master
Tracks spending, books children's lunches, and acts as scrum master for personal projects.
Song Analysis & Chord Sheets
Extracts tracks, creates GIFs, and generates PDFs with chords from songs.
AI Media Studio
Full media studio setup with Codex, TTS, transcription, browser use, and Twitter ops.
UGC Influencer Video Generator
Generates full UGC influencer-style videos with Sora 2 — content creation on autopilot.
Speed-Read Content Converter
Repackaged resources into HTML/CSS with adjustable sizing and speed-read mode.
Hologram Cube Display
A $35 hologram cube display for OpenClaw — like a Tamagotchi for your AI assistant.
One-Tap Voice with Pebble Ring
Pebble ring for one-tap voice control of OpenClaw — wearable AI access.
Dedicated Mac Mini Setup
Mac mini with separate Apple account, Gmail, and GitHub — a dedicated machine for the agent.
Beeper + Homey + Fastmail
Shipped support for Beeper messaging, Homey smart home, and Fastmail email — all connected.
Self-Installing Voice Model
Agent independently installed and tested a voice model — took initiative without being asked.
7-Service Integration Hub
Integrated Garmin, Obsidian, GitHub, VPS, Telegram, WhatsApp, and X for unified monitoring.
Everything via Telegram
Integrated emails, home assistant, homelab, and todo list — all controlled via a single Telegram chat.
Discord-Controlled Projects
Integrated projects and runs them via a Discord server — team collaboration meets AI.
Connected OpenClaw Pair
Two OpenClaws sharing an external memory layer — partner's agents collaborate with context.
Dual OpenClaws in WhatsApp
Two OpenClaw agents collaborating in the same WhatsApp group — AI teamwork.
Slack Writing Pipeline
Integrated with Slack to trigger writing system execution pipelines on command.
Family & Friends AI Setup
Set up for family, then non-techie friends, now building for work — AI for everyone.
Weekly Meal Planning System
Built a weekly meal planning system in Notion with shopping lists and weather-based suggestions.
Home Project Manager
Agent functions as home PM — researches topics, manages tasks, sends weekly roundup to the family.
All-in-One WhatsApp Bot
Personal bot that replaced multiple apps — lives in WhatsApp alongside friends and family.
Dynamic MadLibs for Kids
Built dynamic MadLibs with images and history for the kids — fun meets AI creativity.
Exercise Heat Map from Garmin
Made a heat map of exercises from Garmin data with zoom and navigation — fitness visualization.