50 real builds by real users

What People Build with OpenClaw

Real use cases from the community โ€” automation, development, smart home, and more. Click any card to see the original post.

๐Ÿ“งAutomation

Smart Email Triage & Task Routing

Checks mail, removes spam, orders items, sends reminders, and creates GitHub issues โ€” all automatically.

@dreetjeView on ๐•โ†’
โ˜€๏ธAutomation

Morning Briefing Rollup

Summarizes Gmail and Calendar into a clean daily brief before you start work.

@LLMJunkyView on ๐•โ†’
โœˆ๏ธAutomation

Auto Flight Check-In

Finds your next flight, runs check-in automatically, and snags a window seat โ€” while you're driving.

@armanddpView on ๐•โ†’
๐Ÿ›’Automation

Automated Grocery Ordering

Orders groceries using saved credentials, handles MFA bridges, and confirms delivery โ€” fully autonomous.

@dreetjeView on ๐•โ†’
๐Ÿš—Automation

AI Car Purchase Negotiation

Saved $4,200 on a car by scraping dealer inventory, filling forms, and playing dealers against each other via email.

@astuyveView on ๐•โ†’
๐Ÿ“‹Automation

Insurance Claim Filing

Filed an insurance claim, wrote a rebuttal citing policy language, and got the case reopened โ€” without being asked.

@avi_pressView on ๐•โ†’
๐Ÿ“ˆAutomation

Automated Weekly SEO Reports

Runs weekly SEO analysis on autopilot, tracking rankings and generating full reports every Monday.

@xz3devView on ๐•โ†’
๐Ÿ“ฐAutomation

Hacker News Article Curator

Monitors Hacker News and sends personalized article recommendations to Telegram based on your interests.

@_KevinTangView on ๐•โ†’
๐ŸฉบAutomation

Lab Results Organizer

Parses bloodwork emails and organizes results into a structured Notion database automatically.

@danpeguineView on ๐•โ†’
๐ŸงพAutomation

Receipt to Parts List

Forward a receipt and the agent converts it into a structured parts list โ€” ready for inventory or reordering.

@localghostView on ๐•โ†’
๐ŸŽ™๏ธDeveloper

Voice-Controlled Debugging & Deploy

Diagnosed a Railway build failure, fixed the config, and redeployed โ€” all via voice commands while walking the dog.

@georgedagg_View on ๐•โ†’
๐Ÿ—๏ธDeveloper

Full Site Rebuild via Chat

Rebuilt an entire site from bed: migrated Notion to Astro, moved 18 posts, transferred DNS to Cloudflare.

@davekissView on ๐•โ†’
๐Ÿ“Developer

Programmatic Diagram Generation

Built an Excalidraw skill for agents โ€” generate architecture diagrams from natural language descriptions.

@swiftlysinghView on ๐•โ†’
๐Ÿ•ท๏ธDeveloper

Large-Scale Data Scraping

Pulled 4 million posts across 100 top X accounts for analysis โ€” one agent, no manual effort.

@andrewjiangView on ๐•โ†’
๐Ÿ“ŠDeveloper

Google Analytics Skill Builder

Built a GA4 analytics querying skill in ~20 minutes and published it to ClawHub for the community.

@jdrhyneView on ๐•โ†’
๐ŸคนDeveloper

Solo Founder Multi-Agent Setup

4 specialized agents (strategy, dev, marketing, biz) with shared memory and scheduled daily tasks.

@iamtrebuhView on ๐•โ†’
๐Ÿ“ฑDeveloper

Build UI from WhatsApp

Designed and built a complete UI from WhatsApp โ€” agent sends back output screenshots for review.

@DhruvalGolakiyaView on ๐•โ†’
โšกDeveloper

10K Email Cleanup & CLI Tools

Cleared 10K emails, reviewed 122 slides, built CLI tools, and published packages to npm in one session.

@jdrhyneView on ๐•โ†’
๐ŸŽDeveloper

App Store Submission via Chat

Submitted first iOS app to Apple via Telegram and automated the TestFlight distribution process.

@CopyKatCapitalView on ๐•โ†’
๐ŸŒ™Developer

Overnight Coding Agent Manager

Delegated coding agents to run overnight with better context awareness โ€” woke up to finished features.

@bffmikeView on ๐•โ†’
๐ŸŽฏDeveloper

Codex Agent Orchestration

Takes improvement notes, builds lists, writes reports, and kicks off Codex agents to implement them.

@nateliasonView on ๐•โ†’
๐Ÿ’ชDeveloper

Debug Between Gym Sets

Fixed a live bug between workout sets โ€” true mobile-first development with no laptop needed.

@Diego_F_AguirreView on ๐•โ†’
๐Ÿ“…Productivity

Smart Calendar Timeblocking

Timeblocks tasks by importance/urgency, leads weekly reviews, and sends pre-meeting briefings automatically.

@danpeguineView on ๐•โ†’
โœ…Productivity

Cross-Platform Task Runner

Cleaned Linear issues, wrote follow-up emails, opened PRs, and prospected signups โ€” all from one chat.

@avi_pressView on ๐•โ†’
๐Ÿ’กProductivity

Idea Capture & Decision Pipeline

Logs ideas, runs them through a decision pipeline, and spawns overnight experiments via cron jobs.

@antonplexView on ๐•โ†’
๐ŸŽฌProductivity

YouTube Video Summarizer

Daily cron summarizes YouTube videos with key takeaways delivered to Telegram โ€” stop passive scrolling.

@chrisrodz35View on ๐•โ†’
๐Ÿ’ฌProductivity

Chat-Based Calendar Management

Manage work, personal, and family calendars through a single chat โ€” scheduling via conversation.

@theaaronView on ๐•โ†’
๐Ÿ“Productivity

WhatsApp to Notion Research

Researches any topic and builds structured documents synced to Notion โ€” all from WhatsApp.

@aus_bytesView on ๐•โ†’
๐Ÿ’ฐProductivity

Spending Tracker & Scrum Master

Tracks spending, books children's lunches, and acts as scrum master reviewing PRs โ€” household AI CEO.

@stevengonsalvezView on ๐•โ†’
๐Ÿš€Productivity

341 Agent Sessions in 7 Days

Tightened proposals, researched markets, wired services โ€” 341 agent sessions in a single week.

@arthurleeView on ๐•โ†’
๐Ÿ”ŠSmart Home

Alexa Natural Language Control

Built an Alexa CLI to control Echo devices and smart home gadgets with natural language commands.

@buddyhadryView on ๐•โ†’
โšกSmart Home

IoT Energy Monitor Calibration

Remotely recalibrated an IotaWatt energy monitoring setup โ€” guided setup with screenshot navigation.

@thegutiView on ๐•โ†’
๐ŸŽตSmart Home

Auto-Discover & Control HomePods

Agent discovered HomePods on the local network and built a control skill โ€” zero manual config.

@localghostView on ๐•โ†’
๐Ÿซ€Smart Home

Raspberry Pi + Health Metrics

Runs on a Raspberry Pi behind Cloudflare, connected to WHOOP for daily health metric insights.

@AlbertMoralView on ๐•โ†’
๐Ÿ Smart Home

Comprehensive Home Automation Hub

Emails, home assistant, homelab SSH, todo list, Apple Notes, and shopping lists โ€” all via Telegram.

@acevail_View on ๐•โ†’
๐ŸŽฌCreative

AI Media Creation Studio

Full studio with Codex, Minimax, TTS, transcription, browser automation, and Twitter ops in one agent.

@cedric_cheeView on ๐•โ†’
๐ŸŽฅCreative

UGC Influencer Video Generator

Generates full UGC influencer-style videos with Sora 2 โ€” content creation completely on autopilot.

@xMikeMickelsonView on ๐•โ†’
๐Ÿ“–Creative

Speed-Read Content Converter

Repackages reading resources into HTML/CSS with adjustable sizing and speed-read mode.

@kylezantosView on ๐•โ†’
๐ŸŽตCreative

Song Analysis & Chord Sheet Generator

Extracts audio tracks, creates GIFs, and generates PDF chord sheets from any song.

@dnouriView on ๐•โ†’
๐ŸŒCreative

StumbleUpon-Style Article Discovery

Built a custom article curator from a phone while putting a baby to sleep โ€” 45 minutes start to finish.

@vallverView on ๐•โ†’
๐Ÿ”ฎHardware

Hologram Cube AI Display

A $35 hologram cube as a physical interface for OpenClaw โ€” like a Tamagotchi for your AI.

@andrewjiangView on ๐•โ†’
๐Ÿ’Hardware

One-Tap Voice with Pebble Ring

Wearable AI: one-tap voice control of OpenClaw via a Pebble ring โ€” no phone needed.

@thekitzeView on ๐•โ†’
๐Ÿ–ฅ๏ธHardware

Dedicated Mac Mini Agent Setup

Mac mini with its own Apple account, Gmail, and GitHub โ€” a machine dedicated entirely to the agent.

@localghostView on ๐•โ†’
๐Ÿ–ฅ๏ธHardware

macOS Menu Bar Controller

Built a Swift macOS app to manage gateway status, Discord connection, and logs from the menu bar.

@MagiMetalView on ๐•โ†’
๐Ÿ”—Integration

Beeper + Homey + Fastmail

Shipped multi-platform support: Beeper messaging, Homey smart home, and Fastmail โ€” all wired together.

@KrauseFxView on ๐•โ†’
๐ŸŒIntegration

7-Service Integration Hub

Garmin, Obsidian, GitHub, VPS, Telegram, WhatsApp, and X โ€” health logs, deployments, and monitoring in one.

@bangkokbuildView on ๐•โ†’
๐Ÿง Integration

Paired Agents with Shared Memory

Two OpenClaw agents sharing an external memory layer โ€” partner's agent collaborates with full context.

@christinetyipView on ๐•โ†’
๐Ÿ‘ฅIntegration

Dual Agents in One WhatsApp Group

Two independent OpenClaw agents collaborating inside the same WhatsApp group โ€” AI teamwork.

@danpeguineView on ๐•โ†’
โœ๏ธIntegration

Slack Writing Pipeline Trigger

Integrated with Slack to trigger custom writing system execution pipelines on demand.

@nathanclark_View on ๐•โ†’
๐Ÿฝ๏ธPersonal

Weekly Meal Planning System

Year-long meal templates, aisle-sorted shopping lists, weather-aware dinner suggestions, and reminders.

@stevecaldwellView on ๐•โ†’
๐Ÿ“ฑPersonal

All-in-One WhatsApp Bot

A personal bot that replaced multiple apps โ€” lives in WhatsApp alongside friends and family.

@IamAdiGView on ๐•โ†’
๐Ÿ—บ๏ธPersonal

Garmin Exercise Heat Map

Visualized years of Garmin fitness data as a zoomable worldwide exercise heat map.

@bangkokbuildView on ๐•โ†’
๐Ÿฆž
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