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Real use cases from X, Reddit and Hacker News. Copy the prompt, see the evidence, skip the hype.
Every week, pulls new videos from a list of YouTube channels, rewrites their transcripts as magazine articles, and emails them to you as a newsletter plus an EPUB file.
Isolated cron jobs scan Reddit, check inboxes, and pull Google Search Console data, then send summaries to Telegram.
The agent researches topics and writes blog posts in Markdown. The human reviews and publishes, saving 3 to 4 hours a week across two sites.
A native, clearly labelled card in the directory results.
Become the featured sponsor →An agent running 24/7 on a Mac Mini finds prospects, verifies emails, sends outreach, makes PDF briefings, and tracks the pipeline, keeping a lessons log so it improves over time.
Claude Code sends a pile of videos, PDFs and articles through NotebookLM and turns the output into linked Obsidian notes covering scenarios, actors and probabilities.
The agent sets up an ElevenLabs voice agent connected to its own gateway and adds a talk widget to the website.
Within 2 hours, Claude Cowork answered 42 Telegram DMs asking for intros, revised 3 pitch decks, and reviewed 9 drafts with inline comments.
A morning brief from Google Drive context arrives on Telegram between 7 and 8am. The same author says OpenClaw never got it right in a week of trying.
A HubSpot webhook alerts a 'Researcher' agent, which scrapes the prospect's site and LinkedIn for recent news. The trigger itself is a plain webhook, not an LLM.
An ops workflow handles inbox triage, quick research, and a weekly summary, with a 'supervisor' agent that enforces a checklist (sources, confidence, next actions) and stops hard when tools fail.
Claude Code checked every video against a year of real search queries. It rewrote 23 titles and found more than 100 videos linking to dead links.
Pulls what people actually search on the channel, drafts the title and description from that, generates thumbnails, and schedules the best one.
A single SKILL.md holds schedules, dietary profiles and the custody calendar. It splits the grocery list across 4 stores by price and fills carts via Chrome MCP.
Merges work, family and partner calendars, OCRs school calendar PDFs, scans email for invites, and sends one morning briefing.
An IMAP trigger feeds an OpenAI classifier that routes 80–120 emails a day to Slack, Pipedrive and Zendesk. It hit 94% accuracy on 500 emails and saves 11 hours a week.
Part of a 15-cron home setup. It triages Gmail every hour (labels actionable items, archives noise) and emails a daily briefing with weather, calendar, system stats and tasks.
An Elvis tribute singer says Grok Bot emails venues, negotiates prices, closes deals and reports back, and booked 30 shows in a month.
Same research-and-save task given to three agents. Comet used the existing in-browser Notion session and created the note in one go.
A non-engineer built a 'boring' vertical B2B SaaS with an orchestrator chat plus worker chats. Two paying clients and 6 leads, about $800 in credits spent.
Shipped in about a month on agent-friendly tooling (Next.js, Convex, Clerk, Stripe, Vercel). It was free for 3 months, and growth came entirely from long-tail SEO landing pages.
A shared Gmail label feeds an extractor, totals are validated to €0.01, low-confidence fields go to a human, and results push to Sage. 87% need no human touch.
n8n handles document management and client chasers, letting a bookkeeping firm quadruple clients without hiring.
Each day, finds a historical event from Wikipedia's 'On This Day', generates an image of the moment 10 seconds before it, and posts it to Discord as a guessing game.
Scrapes 500+ leads, verifies the emails, writes a personalized icebreaker from each lead's website, and uploads everything to an Instantly campaign.
The 5 best new agent use cases each morning, with one prompt to try today. No hype.
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