Hi Everyone! I am sure this is a fraction of the capability some of you are all delivering, but wanted to share a win of mine, being a newbie and not fully advanced in the world of ICM. First Project of mine is - A Bookkeeping agent that collects Bank Statement CSVs via its Intray, reviews and processes these transactions with guidance and mapping, and delivering a CSV output to enter into my accounting software. This is for clients who don't use accounting systems such as Xero and Quickbooks for monetary reasons, or smaller businesses who want to save on their costs. I produced this project in around an hour and am so chuffed with results, it will save me hours when it comes to smaller bookkeeping and accounts preparation work. @Jake Van Clief thank you for introducing me to the world of ICM, I can't wait to see where this knowledge takes me, and I hope in the future I can build solutions for other businesses and perhaps profit from some!

Hey Chief Notes fam! 👋 I'm David and I'm stoked to be here. 🙋 A little about me: I used to be a head chef and restaurant owner. But life happens, and I had to pivot. So I came back to an old friend: the computer. And with the way tech moves today, it really makes you wonder what you're missing with each passing day. 🎯 My current goal: Truly understand how AI works under the hood — mastering its configurations, architecture, and the deep "how and why" behind it. 💪 What I'm currently building/working on: I'm juggling two main projects right now: 1. The dream project: Launching a video game studio built around giving power back to the players. 2. The tech & business project: Leveling up my AI skills to help under-capitalized businesses access turnkey IT solutions — network maintenance, hardware/software setup, cloud management, and practical automation for professionals. 🤔 My biggest struggle or question right now: Getting AI to truly align with my quality standards. We definitely don't always share the same definitions or expectations just yet! Let's get it! 🚀

I've been quiet lately between personal projects/lyceum/day job and life with family and friends. Rest assured, I am still working. Had this idea this morning to make a tool for folks to visually audit your ICM workflows in the order that the agent reads files for a given task. Turned it into a skill for everyone here. https://github.com/donroy26/workflow-tracer Invoke the skill for a given folder and write the task you want and the agent will give you a dashboard like shown in the attached photo. You can then audit all the files it walks for that task and see if any wires are crossed. Let me know what you think!

Intros for The Connection Hub - The Vault 👤 Who I am: (name + where you're based) 🛠️ What I actually do: (the specific work — not "I'm in real estate" but "I run a 3-agent team doing residential resale in Austin") 🤖 What I'm building with AI right now: (your current project, workflow, or the thing you're stuck on) 🎯 What I'm looking for connection-wise: (pick one or two) 💡 Someone who's solved [X] 🤝 A collaborator / accountability partner 👀 Just here to learn from people in my field 🧰 Trading workflows & systems 📬 Best way to reach me: (DM here / comment / link)

It’s live. Starting today, everyone in Clief Notes has access to the new Clief Notes AI. The easiest way to use it? Don’t overthink it. Ask it the question you would normally ask me. “Where should I start?” “What should I focus on next?” “Where did you talk about [topic]?” It’ll use what’s already inside Clief Notes to help answer you and point you toward the right lesson or resource when there’s something worth going deeper on. The goal isn’t to give you another AI tool to play with. It’s to make everything already inside this community easier to actually use. If you want Access to it Comment "READY" and we'll send you access to it!