23 real things people did with OpenClaw, with the source and a prompt to try it yourself.
Hospital paperwork needed sorting, some in a language still being learned. An OpenClaw agent scanned 34 pages, flagged missing signatures and drafted an insurance pre-approval for review.
Result Also modeled lease-renewal cash flow from rental comps
Wanting their son to grow up around books, they hooked OpenClaw to their Goodreads list to scan local used bookstores for titles to buy. They say they've never read as much or enjoyed it as much as now.
Result Credits it entirely to a wall of books by the chair
When a new OpenClaw beta added Telegram message streaming, they asked their agent what else had changed. It read 15+ merged pull requests, compared them to the current version, and gave an upgrade recommendation.
Result Costs about $10-15 a day, with spikes to $30+
An agent box, not a primary laptop: OpenClaw runs on an old MacBook Air, reached through Slack. Its first job, a morning brief with weather, tasks and ideas, came with one broken part: the subreddit scan.
Result Putting it in charge of growing a new Substack
Quotes needed from shower glass suppliers in the area. OpenClaw researched them, sent out the emails, collated the responses and handled the back-and-forth, all in one chat thread.
Result Their first useful non-code agent experiment
The current after-school activities end in March, and they'd been told to watch for new ones. Four chat messages had OpenClaw write a skill that checks daily at 10:30am. They still call it unreliable.
Result Four chat messages, sent from anywhere
At dinner the idea came up: St. Patrick's Day lights instead of Valentine's. One chat message to OpenClaw, which researched the WLED controller's API and set a well-chosen theme.
Result A well-chosen theme, set as the sundown profile
Detailed Markdown specs go to OpenClaw, which spawns and tests Claude Code instances for hours until the app works as described. "Is the code any good? Probably not." They check before trusting it.
Result Sometimes builds for 2+ hours unattended
An OpenClaw skill pulls the data from Salesforce and assembles the report: charts, deal summaries, MEDDPICC updates. It still needs small tweaks, and it already pays.
Invited into the chat, OpenClaw mapped everyone's personality, interests and way of talking. Now it helps them plan, debate and roast each other, and barely feels like an agent anymore.
Result Helps the group plan, debate and roast
Finding the thread, looking up details, drafting the reply: their OpenClaw on a spare Mac mini does it all and hands over a draft to edit and send. Ideas for small family apps come back deployed.
Result Family app ideas come back deployed
Every night their OpenClaw pulls the day's Obsidian notes from GitHub, writes spaced-repetition cards into their flashcard app, and nudges them if they've skipped reviews for a few days.
Result Nudges when reviews slip for a few days
Their OpenClaw lives in Docker with its own email, password vault and read-only accounts, and runs email triage, X market research and a Notion-to-blog pipeline. Even the write-up about it shipped that way.
Result Its own Google account made most CAPTCHAs vanish
Running a SaaS and an AV rental business, they use OpenClaw as an autonomous employee. It traced the dead SMS bot to a legacy app version and rewrote its prompt from real chats. It also once invented revenue figures.
OpenClaw checks Sentry and the product to-do list daily and opens PRs for what it can fix well. Within 2-3 days it was handling a lot of their manual work, even when they're away from the desk.
Result They keep coding even away from the desk
Obsidian, Notion, Roam: none of them stuck. Now they chat with OpenClaw on a spare machine and it decides what goes where, as plain Markdown in git. It's kept away from anything sensitive.
Result Kept away from email, messages and money
Micromanaging five, 10 or 20 agent sessions doesn't scale. Their OpenClaw agent, Patch, runs the Claude Code instances in a shared tmux session and reports back in one Telegram chat.
Result One Telegram chat instead of 20 sessions
Their OpenClaw checks the weather and their Strava to suggest run times, says what's worth stargazing at each day, and sends a daily digest of their RSS feeds. Smart, if pricey on Claude.
Result Smart, but pricey on Claude
The same tech questions, again and again. Their OpenClaw answers the family's FAQs in a group chat, remembers what's been asked, and quizzes everyone now and then on past questions.
Result Also tracks calories, to-dos and Anki cards
Meetings all day, ideas at 1am. An OpenClaw 'tough coach' skill tears each one apart, why it's weak and what could make it different, so those late hours turn into real work instead of 'tomorrow'.
Result The 2-3 hours before sleep, now productive
Describe a research question and OpenClaw searches Semantic Scholar and Google Scholar, builds a clean Zotero collection and tries 9 ways to fetch each PDF. It gets about 60-65% automatically.
Result Also runs their to-dos, briefings and meal plans
OpenClaw scans Hacker News and Twitter overnight for their topics and reads their personal email for anything due that day, from the kids to the bills. Half-baked at times, but now a daily habit.
Result Now a daily habit, despite the rough edges
Every friend-group trip has one person stuck fielding logistics. Their OpenClaw, on its own $15 SIM, posted the daily itinerary and answered questions down to the Airbnb gate code.
Result Running cost: a $15/month SIM card