Manage inbox, calendar, and errands in chat
OpenClaw lets people control Gmail, Calendar, and routine admin from Telegram or WhatsApp.
OpenClaw
Agent Uses · 1,321 real examples
OpenClaw use cases
Real examples of people putting OpenClaw to work: the task, how it went, what to watch out for, and a prompt you can adapt.
The day's AI news plus 3 agent uses you can try, with ready-to-paste prompts. Free; unsubscribe anytime.
Use agents to run homeschool planning and app building
A mom split homeschool and coding work across five OpenClaw agents on separate Macs, including lesson planning from photos and a kids’ TV app.
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Fix Home Assistant lights with OpenClaw
Dan Malone uses OpenClaw over Telegram to diagnose Home Assistant problems and rebuild automations when needed.
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Use dealer quotes to bargain down a car price
A buyer had OpenClaw compare dealer offers and push each seller to beat the lowest one, saving $4,200.
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Use OpenClaw to script robot arm motions
OpenClaw can take movement instructions in everyday language and turn them into Python for a 7-axis NERO arm.
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Run multiple social accounts with scheduled agents
A developer used three OpenClaw agents and cron jobs to draft, publish, answer comments, and track results across 10 accounts.
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Automate a weekly RSS newsletter draft
One person uses OpenClaw to gather feed items, rank them, draft intros, and wait for approval before sending the newsletter.
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Track down broken builds and draft the fix
OpenClaw was used inside OpenAI to diagnose failing builds, link them to incidents, and sometimes prepare and merge repairs.
OpenClaw
Have an agent call a restaurant for a reservation
When online booking is full, an agent can phone the restaurant, talk to staff, and try to land a cancellation slot.
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Stage an Instacart cart from repeat-buy patterns
An agent scans order history, predicts restocks, and loads the cart on a schedule while leaving checkout to the person.
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Edit a video in chat and export the finished file
A developer made an OpenClaw skill that turns chat requests into backend video edits and returns the rendered file.
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Use an agent to queue social posts in advance
A user had an agent connect social accounts, then review and schedule a large batch of videos for the following month.
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Use an agent to draft and publish SEO blog posts
A writer set up OpenClaw to mimic their style, spot search opportunities, and prepare posts for manual approval before publishing.
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Let an agent handle rental outreach and price talks
OpenClaw can send inquiries to listings, log replies, and negotiate rent step by step.
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Sort failed CI runs and repair flaky tests
A QA engineer used OpenClaw to read failed builds, label the cause, alert teammates, and reduce test flakiness.
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Turn off thinking in cron jobs that need to send digests
A developer fixed an OpenClaw cron setup so its article digest actually reached Telegram.
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Set up a morning admin agent for freelance work
An OpenClaw agent handled daily briefings, client updates, and follow-up drafting, reducing one freelancer’s admin time from about 9 hours to 20 minutes a week.
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Calibrate a robot hand and test gestures safely
Use an OpenClaw agent to inspect a 16-joint printed hand, verify motion with a camera, and calibrate firmware before trying simple gestures.
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Use an agent to draft emails and compare ticket prices
OpenClaw helped one Microsoft developer handle email drafts and look up concert-ticket prices at home.
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Set up family assistants with staged access
A founder used OpenClaw agents for household coordination and children’s learning, but learned to expand permissions slowly after one mishap.
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Set up a Slack-controlled agent with memory and a dashboard
They ran OpenClaw on a separate MacBook Air, used Slack for most instructions, and tracked its work in daily notes and a live dashboard.
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Let an agent watch home office sensors
One developer linked a local agent to home automation so it could notice and react to sensors in a home office.
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Use agents to research campaigns and draft marketing copy
Tony Nissen used OpenClaw to automate marketing research, content outlines, and first-pass copy, while still checking the work himself.
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Draft and review Instagram outreach messages
A developer used browser automation and an AI writer to find Instagram profiles and send tailored DMs.
OpenClawClaude