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Owned by Marcus

A community for mastering AI-driven automation and AI agents. 🧰 Work with Me 📩 Join the Newsletter ⏱️ Waitlist For Paid Community

142 contributions to Automators
✨ Welcome! Start Here ✨
Introduce yourself & share your goal 🏆 We’d love to get to know you! - 🌍 Where are you from? - 🎯 What’s one goal you’re working toward? - 🎮 What do you do for fun? Drop your answers in the comments ⬇️ --- Once you've said hi, here's how to get the most out of this community. Two things to do in your first 24 hours: 1️⃣ Head to YouTube Resources and grab whatever's relevant to what you're working on. Every video Marcus publishes drops in there with the companion files. 2️⃣ Post in Show Your Build the moment you start something. Feedback before you ship beats feedback after. That's where most of the community lives. What's where: - Questions ❓: stuck on anything, drop it here. We check daily. - Wins 🥇: shipped something or got a result, post it. Real numbers welcome. - Show Your Build 🚧: WIP critique. The most active part of the community. - Job Board 💰: hire help here, find work here. - General discussion 💬: open chat, AI news takes, what you're working on. What's coming: Automators+ is coming soon. Drop a 🚀 in the comments to get first access when it opens. Let's build.
0 likes • 11d
@Mizuno Yuta Yeah exactly that. The non-developer instinct is underrated, they're not second-guessing the logic, they're just reacting honestly, which is often more useful. Most of what I'm building at the moment falls into two buckets: lead qualification systems that triage inbound before a human ever sees it, and content pipelines that handle the heavy lifting between a raw idea and something ready to publish. CRM integrations sit under both. The interesting overlap with what you're describing is that the best ones still have a human in the loop somewhere, just at the right point, not every point.
0 likes • 2d
@Shinsuke Maki Welcome 😄
🔥 New Video: Claude Code + REA = I Replaced My App Subscriptions
In this video I show five apps I rebuilt with Claude Code, most of them with REA (Reverse Engineer Anything): Wispr Flow's dictation, Loom, Excel and chess.com premium, plus Mac's Photo Booth for fun. They all run on your own Mac. All five are below for you to install. The five apps: HoldToType (Wispr Flow's dictation): hold a key, speak, let go and the words are typed wherever your cursor is. The speech-to-text runs on your Mac, so nothing goes to the cloud. https://github.com/automatorsplus/hold-to-type MyLoom (Loom): a menu-bar screen recorder with a camera bubble, background blur and drawing on screen. Recordings save as MP4s to your Movies folder. You can also share a link through your own Supabase project if you want one. https://github.com/automatorsplus/my-loom MyPhotoBooth (Photo Booth): your webcam with Photo Booth's 24 effects, the 3-2-1 countdown and photos saved to your Pictures folder. https://github.com/automatorsplus/my-photo-booth MySheets (Excel): a spreadsheet that looks and works like Excel's grid and saves real .xlsx files. It doesn't calculate formulas yet. https://github.com/automatorsplus/my-sheets MyChess (chess.com premium): a 3D board, a computer opponent you can set from 400 to 3190, a Stockfish coach that grades every move, over 14,000 puzzles, endgames and opening theory. https://github.com/automatorsplus/my-chess How to install one: Step 1, What you need: A Mac and Claude Code. HoldToType, MyLoom, MyPhotoBooth and MySheets need an Apple Silicon Mac. MyChess runs on any Mac on macOS 11 or later. Step 2, Open Claude Code: Open it in a folder you'll keep, for example a new Apps folder in your home folder. Step 3, Paste the prompt: Paste the line for the app you want. Claude Code checks your Mac, installs what's missing, builds the app, tests it and walks you through the permissions.
⚡️ Skill of the Week: Cloudflare security-audit
Cloudflare open-sourced the skill that started its own vulnerability-finding system. It turns Claude Code, or any coding agent, into a security auditor for your codebase. It has 37,541 stars on GitHub. https://github.com/cloudflare/security-audit-skill An audit runs in six phases: 1. Recon. It maps your architecture, where data comes in and where the trust boundaries sit. 2. Hunting. Separate agents each take a slice of the code and record what they checked, so the gaps show up. 3. Validation. Every candidate goes to a fresh agent whose only job is to disprove it. 4. Output. Each finding is saved as confirmed, needs validation or rejected, then checked against a schema. 5. Re-verification. New agents check the final claims against the source again. 6. Report. You get REPORT.md plus a detail file and a needs-validation list. The rule that makes it worth using: the agent that checks a finding is never the agent that found it. A missing extra layer of defence is logged as a hardening note, not a vulnerability, so the report is not padded. Run it more than once. In Cloudflare's own tests a single run found roughly half of what repeated runs found in total. Each new run builds on the last. You need an agent that can run parallel sub-agents, plus Node.js. To let it execute your code it also needs a locked-down sandbox. Without one, it will not run your code and keeps those leads as needs validation. Install it with: npx skills add https://github.com/cloudflare/security-audit-skill --skill security-audit Then open your project and type: security audit this codebase It's free and MIT licensed. If you have a vibe-coded app live right now, what would you want it to check first?
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⚡️ Skill of the Week: Cloudflare security-audit
🔍 Tool of the Week: Obsidian
Obsidian is a free notes app that saves every note as a plain Markdown file in a folder on your own machine, then lets you link those notes together. 👉 https://obsidian.md How it works: 1. Pick a folder. Obsidian calls it a vault. It can be a new empty folder or one you already have. 2. Write notes. Each one is saved as a .md text file in that folder, so other text editors can open it too. 3. Link them. Type [[ and pick a note to link to it. Rename a note later and Obsidian can update the links to it. 4. Follow the connections. The Backlinks panel lists every note that links to the one you're on. Graph view draws the whole vault as circles joined by lines. The more notes point at one, the bigger its circle gets. That plain folder is where Claude Code fits. Open Claude Code inside the vault and it reads and writes your notes like any other files. Obsidian refreshes by itself when something outside the app changes them. Obsidian also has a command line tool. Switch on Command line interface in Settings under General, then follow the prompt to register it. Run obsidian search to find text across the vault, or obsidian backlinks to list what links to a note. Claude Code can run both like any other terminal command. It needs installer 1.12.7 or newer, with the app running. On cost: the app is free with no sign-up, even for work (an optional commercial licence is $50 per user a year). Sync is $4 per user a month and Publish is $8 a month per site, both billed yearly. Could Claude Code read your notes right now, or are they locked inside an app?
🔥 New Video: Claude Code + REA = I Cloned Wispr Flow in 15 Minutes
REA (Reverse Engineer Anything) has been all over GitHub and X. In this video I show what it actually does, then use it with Claude Code to rebuild the one Wispr Flow feature I use every day: hold a key, talk, let go and the text lands wherever your cursor is. Step 1, What REA is: REA is an MCP server. Claude Code asks it to look at an app, and it runs tools like Ghidra, a JavaScript analyser, Chrome and JADX to take the app apart. Claude gets the evidence back and either explains how the app works or builds its own version. Step 2, Setup: One command in your terminal, npx rea-agents setup. Pick Claude Code, then restart it. Step 3, The prompt: One prompt, dictation only. REA reads Wispr Flow's files without ever launching the app and labels every finding observed, inferred or unknown. Step 4, The test: About 15 minutes later Claude came back with Hold to Type. Hold Right Option, speak and release. The text pastes wherever your cursor is. It runs on a Whisper model on my Mac, so nothing goes to the cloud. Step 5, Is this new? Not really. The NSA made Ghidra free back in 2019 and these tools have been around for years. What REA adds is all of them behind one connection your agent can use, so Claude works from evidence instead of guessing. The prompt I used: Use REA to work out how Wispr Flow's dictation works: the hotkey you hold, the recording, the speech-to-text, and how the text gets typed wherever the cursor is. It's installed on this Mac. Read its files only, don't launch it. Label every finding observed, inferred or unknown. Then build my own version of just that: hold a key, speak, let go, and the text is typed wherever my cursor is. Use the local Whisper model on this Mac, nothing in the cloud. Resources: REA on GitHub → https://github.com/morluto/rea REA website → https://rea.tools/
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Marcus Mewett
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@marcus-mewett
AI Operator, Builder & Creator | Building AI systems for SMEs | Founder & CEO at Falco AI

Active 3h ago
Joined Aug 4, 2025
Manchester, UK