What People Build with OpenClaw
Real use cases from the community — automation, development, smart home, and more. Click any card to see the original post.
Smart Email Triage & Task Routing
Checks mail, removes spam, orders items, sends reminders, and creates GitHub issues — all automatically.
Morning Briefing Rollup
Summarizes Gmail and Calendar into a clean daily brief before you start work.
Auto Flight Check-In
Finds your next flight, runs check-in automatically, and snags a window seat — while you're driving.
Automated Grocery Ordering
Orders groceries using saved credentials, handles MFA bridges, and confirms delivery — fully autonomous.
AI Car Purchase Negotiation
Saved $4,200 on a car by scraping dealer inventory, filling forms, and playing dealers against each other via email.
Insurance Claim Filing
Filed an insurance claim, wrote a rebuttal citing policy language, and got the case reopened — without being asked.
Automated Weekly SEO Reports
Runs weekly SEO analysis on autopilot, tracking rankings and generating full reports every Monday.
Hacker News Article Curator
Monitors Hacker News and sends personalized article recommendations to Telegram based on your interests.
Lab Results Organizer
Parses bloodwork emails and organizes results into a structured Notion database automatically.
Receipt to Parts List
Forward a receipt and the agent converts it into a structured parts list — ready for inventory or reordering.
Voice-Controlled Debugging & Deploy
Diagnosed a Railway build failure, fixed the config, and redeployed — all via voice commands while walking the dog.
Full Site Rebuild via Chat
Rebuilt an entire site from bed: migrated Notion to Astro, moved 18 posts, transferred DNS to Cloudflare.
Programmatic Diagram Generation
Built an Excalidraw skill for agents — generate architecture diagrams from natural language descriptions.
Large-Scale Data Scraping
Pulled 4 million posts across 100 top X accounts for analysis — one agent, no manual effort.
Google Analytics Skill Builder
Built a GA4 analytics querying skill in ~20 minutes and published it to ClawHub for the community.
Solo Founder Multi-Agent Setup
4 specialized agents (strategy, dev, marketing, biz) with shared memory and scheduled daily tasks.
Build UI from WhatsApp
Designed and built a complete UI from WhatsApp — agent sends back output screenshots for review.
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 iOS app to Apple via Telegram and automated the TestFlight distribution process.
Overnight Coding Agent Manager
Delegated coding agents to run overnight with better context awareness — woke up to finished features.
Codex Agent Orchestration
Takes improvement notes, builds lists, writes reports, and kicks off Codex agents to implement them.
Debug Between Gym Sets
Fixed a live bug between workout sets — true mobile-first development with no laptop needed.
Smart Calendar Timeblocking
Timeblocks tasks by importance/urgency, leads weekly reviews, and sends pre-meeting briefings automatically.
Cross-Platform Task Runner
Cleaned Linear issues, wrote follow-up emails, opened PRs, and prospected signups — all from one chat.
Idea Capture & Decision Pipeline
Logs ideas, runs them through a decision pipeline, and spawns overnight experiments via cron jobs.
YouTube Video Summarizer
Daily cron summarizes YouTube videos with key takeaways delivered to Telegram — stop passive scrolling.
Chat-Based Calendar Management
Manage work, personal, and family calendars through a single chat — scheduling via conversation.
WhatsApp to Notion Research
Researches any topic and builds structured documents synced to Notion — all from WhatsApp.
Spending Tracker & Scrum Master
Tracks spending, books children's lunches, and acts as scrum master reviewing PRs — household AI CEO.
341 Agent Sessions in 7 Days
Tightened proposals, researched markets, wired services — 341 agent sessions in a single week.
Alexa Natural Language Control
Built an Alexa CLI to control Echo devices and smart home gadgets with natural language commands.
IoT Energy Monitor Calibration
Remotely recalibrated an IotaWatt energy monitoring setup — guided setup with screenshot navigation.
Auto-Discover & Control HomePods
Agent discovered HomePods on the local network and built a control skill — zero manual config.
Raspberry Pi + Health Metrics
Runs on a Raspberry Pi behind Cloudflare, connected to WHOOP for daily health metric insights.
Comprehensive Home Automation Hub
Emails, home assistant, homelab SSH, todo list, Apple Notes, and shopping lists — all via Telegram.
AI Media Creation Studio
Full studio with Codex, Minimax, TTS, transcription, browser automation, and Twitter ops in one agent.
UGC Influencer Video Generator
Generates full UGC influencer-style videos with Sora 2 — content creation completely on autopilot.
Speed-Read Content Converter
Repackages reading resources into HTML/CSS with adjustable sizing and speed-read mode.
Song Analysis & Chord Sheet Generator
Extracts audio tracks, creates GIFs, and generates PDF chord sheets from any song.
StumbleUpon-Style Article Discovery
Built a custom article curator from a phone while putting a baby to sleep — 45 minutes start to finish.
Hologram Cube AI Display
A $35 hologram cube as a physical interface for OpenClaw — like a Tamagotchi for your AI.
One-Tap Voice with Pebble Ring
Wearable AI: one-tap voice control of OpenClaw via a Pebble ring — no phone needed.
Dedicated Mac Mini Agent Setup
Mac mini with its own Apple account, Gmail, and GitHub — a machine dedicated entirely to the agent.
macOS Menu Bar Controller
Built a Swift macOS app to manage gateway status, Discord connection, and logs from the menu bar.
Beeper + Homey + Fastmail
Shipped multi-platform support: Beeper messaging, Homey smart home, and Fastmail — all wired together.
7-Service Integration Hub
Garmin, Obsidian, GitHub, VPS, Telegram, WhatsApp, and X — health logs, deployments, and monitoring in one.
Paired Agents with Shared Memory
Two OpenClaw agents sharing an external memory layer — partner's agent collaborates with full context.
Dual Agents in One WhatsApp Group
Two independent OpenClaw agents collaborating inside the same WhatsApp group — AI teamwork.
Slack Writing Pipeline Trigger
Integrated with Slack to trigger custom writing system execution pipelines on demand.
Weekly Meal Planning System
Year-long meal templates, aisle-sorted shopping lists, weather-aware dinner suggestions, and reminders.
All-in-One WhatsApp Bot
A personal bot that replaced multiple apps — lives in WhatsApp alongside friends and family.
Garmin Exercise Heat Map
Visualized years of Garmin fitness data as a zoomable worldwide exercise heat map.
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