---
title: "OpenClaw use cases: 23 real examples"
canonical: "https://agenticfeats.com/agents/openclaw/"
receipts: 23
shown: 9
page: 1
pages: 1
---

> From Agentic Feats: sourced examples of AI agents at work. Map of the site for agents: https://agenticfeats.com/llms.txt

# OpenClaw use cases: 23 real examples

Agentic Feats lists 23 sourced examples of OpenClaw in real work; 9 link the artifact; most common job type: personal and family (6). Newest first.

## Feats, newest first

- [Home Assistant AI agent with persona](https://agenticfeats.com/c/home-assistant-ai-agent-with-persona-openclaw.md) (OpenClaw; Shown; 2026-10-13): OpenClaw, running in a Proxmox LXC beside Home Assistant via ha-mcp, became an always-on agent with persistent markdown memory and a raccoon persona named Claudette. Result: Claudette controls the lights and speaks through Google Home speakers in an ElevenLabs voice, shown in a live demo.
- [Agent-built research knowledge bases](https://agenticfeats.com/c/agent-built-research-knowledge-bases-openclaw.md) (OpenClaw; Shown; 2026-10-13): OpenClaw learned to use a YouTube summariser, a paper extraction tool, and QMD, then built searchable Markdown knowledge bases for videos and research papers. Result: The author now has two dense, searchable knowledge bases, one from YouTube videos and one from research papers, which they say speeds up understanding.
- [OpenClaw personal agent setup](https://agenticfeats.com/c/openclaw-personal-agent-setup.md) (OpenClaw; Shown; 2026-10-13): The author runs OpenClaw on an old MacBook Air, talks to it through Slack, and set up a daily morning brief and a task dashboard. Result: A working personal agent that sends an 8am brief and updates a vibe-coded Kanban dashboard in real time as it works.
- [VC analyst agent and CRM build](https://agenticfeats.com/c/vc-analyst-agent-and-crm-build-openclaw.md) (OpenClaw; Shown; 2026-10-13): OpenClaw, set up as a VC analyst agent named Pao, audited its own server security and coded a basic CRM. Result: Pao fixed firewall, root SSH and Docker proxy issues for $0.30, and a basic internal CRM was built for about $25 in one weekend.
- [OpenClaw buys from Amazon](https://agenticfeats.com/c/openclaw-buys-from-amazon.md) (OpenClaw; Shown; 2026-10-13): OpenClaw agent used the buy-anything skill and Rye's checkout API to find, check out, and order products for Ryan Eade. Result: Ryan completed real purchases delivered to his door, replaced his Alexa buying flow, and passed the Amazon challenge on a live podcast demo.
- [Notion control plane for agent fleet](https://agenticfeats.com/c/notion-control-plane-for-agent-fleet-openclaw.md) (OpenClaw; Shown; 2026-10-13): The author built AgentOps, a Notion control plane that tracks, queues, logs, and alerts on their 18 OpenClaw agents. Result: Notion now tracks 18 agents and 78 logged runs; separately, an unsubscribe agent cleared 47 vendor mailing lists in two weeks.
- [Car purchase negotiation](https://agenticfeats.com/c/car-purchase-negotiation-openclaw.md) (OpenClaw; Numbers; 2026-10-13): OpenClaw researched Palisade prices, contacted nearby dealers, and played their quotes against each other by email for AJ Stuyvenberg. Result: The agent negotiated a $4,200 dealer discount, bringing the car to about $56k, and the buyer never visited a showroom.
- [Real estate agent lead scraping](https://agenticfeats.com/c/real-estate-agent-lead-scraping-openclaw.md) (OpenClaw; Claim; 2026-10-13): OpenClaw scraped Zillow, Redfin and Realtor.com for agents listing 1965 to 2000 homes in the author's service area. Result: A CSV of agent leads with brokerage, phone, email, active listings, addresses and year built landed in Google Drive, and outreach had started.
- [Email triage and drafting agent](https://agenticfeats.com/c/email-triage-and-drafting-agent-openclaw.md) (OpenClaw; Numbers; 2026-10-13): An agent called Donna triaged three email accounts for 30 days, flagged urgent mail on Telegram, and drafted routine replies for approval. Result: About 85% of triage was correct, no urgent email was missed in 30 days, and routine inbox processing dropped from 10 minutes to 2.
- [Self-updating social media agent](https://agenticfeats.com/c/self-updating-social-media-agent-openclaw.md) (OpenClaw; Claim; 2026-10-13): OpenClaw ran on a schedule across 18 cron jobs, analyzed two weeks of engagement data on X and Bluesky, and rewrote its own strategy file. Result: The agent told the author to stop posting on X and focus on Bluesky. The author followed the advice without having asked for it.
- [Personal memory from data exports](https://agenticfeats.com/c/personal-memory-from-data-exports-openclaw.md) (OpenClaw; Claim; 2026-10-13): OpenClaw, fed ChatGPT, Google and Instagram history via context-use, books restaurants and sends daily recommendations. Result: The agent found and booked a restaurant the author visited, and recommended a book that the author read and liked before a trip to Kerala.
- [Complex personal tax return](https://agenticfeats.com/c/complex-personal-tax-return-openclaw.md) (OpenClaw; Numbers; 2026-10-13): OpenClaw read years of tax records and entity documents, built a summary, then guided the author through filing a complex return in TurboTax. Result: Filed a 137-page federal return for $129 in software and $23.90 in tokens versus an $8,000 CPA bill, in about 6 hours.
- [CI failure triage agents](https://agenticfeats.com/c/ci-failure-triage-agents-openclaw.md) (OpenClaw; Numbers; 2026-10-13): OpenClaw agents watched GitHub Actions failures, classified them, and posted analysis and issues, then grew into test generation, coverage scanning, and self-healing locators. Result: Time to diagnose a CI failure fell from 45 minutes to 6, and test flakiness dropped from 8% to 0.8%.
- [Nine OpenClaw agents](https://agenticfeats.com/c/nine-openclaw-agents.md) (OpenClaw; Numbers; 2026-10-13): Claire Vo built nine OpenClaw agents covering sales, business operations, scheduling, family logistics, and kids' education, after starting with a single executive-assistant agent. Result: One agent now does the CRM management and customer email drafting that cost about 10 paid hours a week last year.
- [Freelance ops on autopilot](https://agenticfeats.com/c/freelance-ops-on-autopilot-openclaw.md) (OpenClaw; Numbers; 2026-10-13): OpenClaw sends a morning PR and Slack briefing, drafts Friday client status emails, and queues follow-up drafts for approval on Telegram. Result: The author says weekly admin dropped from about 9 hours to a short morning review on Telegram, with setup taking 47 minutes.
- [Office grocery ordering via ChatGPT](https://agenticfeats.com/c/office-grocery-ordering-via-chatgpt-openclaw.md) (OpenClaw; Shown; 2026-10-13): An OpenClaw assistant named Gila collects office grocery requests from Slack, then uses ChatGPT's Instacart app to build the cart and post the link back. Result: Gila ordered fresh office groceries through the ChatGPT Instacart app, using the card already on file, with a human approving first.
- [Daily trending posts for content](https://agenticfeats.com/c/daily-trending-posts-for-content-openclaw.md) (OpenClaw; Numbers; 2026-10-13): OpenClaw uses the author's socialcrawl API to send a morning digest of trending posts from X, Threads and LinkedIn, used as references for writing. Result: In one week the author's Threads posts reached 100K views and gained 200 followers after using the daily digest as a writing reference.
- [Marketing agents on OpenClaw](https://agenticfeats.com/c/marketing-agents-on-openclaw.md) (OpenClaw; Numbers; 2026-10-13): The author built three OpenClaw agents for marketing research, long-form content structure, and copywriting drafts, and relied on them in daily work. Result: The research agent saved the author two to three hours a week; the copywriting agent removed the blank-page first draft.
- [World Cup reels for app signups](https://agenticfeats.com/c/world-cup-reels-for-app-signups-openclaw.md) (Claude Code, OpenClaw; Shown; 2026-10-13): OpenClaw tracked World Cup results and had Claude post a templated Instagram trial reel after each match. Result: Ben Guez reports over one million views and 200 DMs within a few days, with replies routed to his language app.
- [OpenAI build-fix agent on OpenClaw](https://agenticfeats.com/c/openai-build-fix-agent-on-openclaw.md) (OpenClaw; Claim; 2026-10-13): An OpenAI engineer reports an internal OpenClaw agent, Androidclaw, working across Git, GitHub and logs to trace broken builds back to their causes. Result: Androidclaw traces broken builds to the relevant pull request and incident, and sometimes prepares and merges fixes itself.
- [Movie ticket booking skill](https://agenticfeats.com/c/movie-ticket-booking-skill-openclaw.md) (OpenClaw, Other; Claim; 2026-10-13): The author had their Muse agent build a reusable skill that books movie tickets, handling calendar checks, seat choice, purchase, and a reminder to leave. Result: The agent built a skill that checks the calendar, buys the ticket via its wallet, adds the event, and sends a leave-time message.
- [Household automation add-ons for OpenClaw](https://agenticfeats.com/c/household-automation-add-ons-for-openclaw.md) (OpenClaw; Shown; 2026-10-13): The author built OpenClaw add-ons for outbox messaging, trips, flights, and Instacart carts that run their family's household on a Mac Mini. Result: In daily production use: Instacart carts auto-staged twice weekly at 100% item accuracy, plus flight alerts and scheduled iMessages without an LLM.
- [Overnight builds and inbox triage](https://agenticfeats.com/c/overnight-builds-and-inbox-triage-openclaw.md) (OpenClaw; Numbers; 2026-10-13): OpenClaw on a Raspberry Pi 5 triages email, builds code from a TODO list overnight, and sends daily research reports to a security consultant. Result: A VS Code extension was built overnight with 91 of 91 tests passing and a PR opened, costing about $0.35.