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20 contributions to Clief Notes
I Built My Girlfriend a Study App (and Accidentally Made a Product)
So you know: All of this was by learning the free courses off Clief Notes A few weeks ago, I started building something small: a tool to help my girlfriend study for her psychology degree. She has ADHD, and most study platforms are built for people who don't have it — walls of text, no structure, no immediate feedback. She'd open a PDF, read three paragraphs, and lose the thread entirely. Not because she wasn't trying, but because nothing was built with her brain in mind. So I built Acarito. It started as a love gesture. It turned into a full platform. What it actually does Acarito is a free educational tool aimed at psychology students, though the core idea generalizes to anyone who learns better with structure. It's not a static library of notes — it adapts. It watches where you get things wrong, adjusts the material to fit your pace, and reshapes itself around how you actually learn rather than how a textbook assumes you learn. It currently has five modes: - "Quizzes" — generate a personalized quiz on any topic, one question at a time. - "Ensayos" — guided essay writing with feedback as you go. - "Lectura Guiada" — guided reading broken into digestible chunks, with questions woven in instead of dumped at the end. - "Audio to Notes" — turn spoken content into structured study notes. - "PPT to Notes" — same idea, starting from a slide deck. The design principle underneath all of it: one question at a time, short instructions, immediate feedback instead of a wall of text you have to hold in your head. That's not a UX preference — it's the whole point. For someone with attention deficit, "immediate feedback over eternal paragraphs" is the difference between finishing a study session and abandoning it ten minutes in. Building it I built and iterated on Acarito with a lot of help from AI pair programming — actually watching the tool understand the shape of the project well enough to suggest its own architectural and design improvements was, honestly, the most interesting part of the process. It's still evolving. I'm currently working through a round of visual polish and expanding the gamification side — more achievements, more avatars, more personality.
I Built My Girlfriend a Study App (and Accidentally Made a Product)
0 likes • 2d
This could be an impactful product for kids with ADHD in middle and high school. Many times they are left struggling because there is no path for them to grasp and retain concepts in a manner that works for the way they are wired, this could be that path.
The Clief Notes AI is live 📣
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!
1 like • 3d
Ready
Who here is building a company?
I am interested in connecting with other founders. I've connected with a few, but I suspect there are a few more hiding in here. To get the conversation going, can you share: - What company are you building? - What founder problem are you dealing with right now that ICM can't solve for you?
1 like • 3d
I am currently leading two related healthcare services companies to launch and obtain private equity investment. As part of my legal practice (primary business), I represent Florida businesses and startups. I assist them in deciding on the best corporate structure, development of agreements between owners, maintenance of corporate governance and development of contracts and agreements with third parties. I am utilizing ICM to improve my systems for client management and deliverables. The ICM concept opens many opportunities for efficiency improvement, consistency of analysis and outputs. I CM and AI in general have also helped me move forward with some projects i have been playing with for the last ten years.
🏆 WEEKLY COMP #11: THE CARTOGRAPHER 🏆
🎟️ PRIZE: FREE SEAT IN THE LYCEUM 🎟️ ($4,750 Seat) Pick your cohort. Technical, Business, or Creator. Your call. 📋 THE CHALLENGE This is a weird one, and you may feel lost at first. But it's up to you to make a map for those who come after and if there is no map, you must get lost to make one. Build a folder-based cartographer that can walk a body of work and leave a map a later reader can wander and show what that map is. The later reader is often an AI. Sometimes it is a new person. Same map. Same job. Not why it failed. Not how to fix it. Not a tour of how the week goes. What the nouns are. How they move. What else moves if you touch one. What is live, what is leftover, and what is a ghost with a name and no wiring. This week's deliverable is one cartographer folder someone can drop into a Claude project, point at a real body of work, and get back a map a cold reader can enter without reading the whole thing. 🎯 PICK YOUR TERRITORY Pick a body of work you have actually been inside. Something a new person or a cold model would get lost in. Something someone will change, not something you will only describe. A few sparks: 💻 A repo you own. Even a small one. The map is for the next developer, or the next session, that has never seen it. 📂 A client delivery folder a VA or a contractor has to inherit next month. 🧩 A Make, GHL, or n8n pack someone else will edit without you on the call. 📒 An Obsidian or Notion vault a collaborator has to add to without breaking the spine. 🧾 The live records behind how a job gets quoted, approved, and invoiced in your shop. The files. The objects. Not the story of a bad month. 🎓 A course or L&D library someone will update after you. 🏭 The asset and work-order objects in a plant system you actually touch. The more specific, the better. Maps how our business works is too broad. Maps the five objects a new hire has to understand before they touch the invoicing folder is right. 🧠 WHAT YOU ARE ACTUALLY LEARNING ICM has six forms. You have been living in the first ones. Pipeline. Coach. Editor. Diagnostician.
1 like • 3d
Security Cartographer Security_Cartographer_ICM_Backbone_v3.0.1b https://github.com/BlkAdder72/Rev_Security_Cartographer-v3.0.1a/tree/main/Security_Cartographer_ICM_Backbone_v3.0.1b This is my first contest entry, so I went after something I think could benefit everyone in the community. Most maps tell you where your files are; Security Cartographer tells an existing AI agent — and the team running it — where trust goes, and where it has to stop. The team gets three readable maps of everything that can whisper in that agent's ear (files, websites, memory, tool definitions, handoffs), and the agent gets a run-specific bundle with every approved source pinned to an exact hash, so when a legitimate website is swapped out weeks later, it receives a quarantine notice instead of a stranger's instructions. A second wall sits between what the agent reasons about and what it's allowed to do: untrusted content can't talk its way into uploading data, running code, or reaching credentials beyond the intent the operator sealed. It won't end prompt injection — nothing will — but dropped into an existing ICM workflow as a mandatory boundary, it makes both the agent and the team much harder to blindside. I am not a developer; I am learning, so any feedback is greatly appreciated.
0 likes • 3d
updated to v3.0.1b that includes a simple demo
Could a folder based project replace a database?
Is there a scenario where a folder based project could outperform a database?
0 likes • 9d
@Mira Bradshaw it is a general question, don’t have a specific use case in mind. Was wondering what other folks thought on this regard.
1-10 of 20
Matthew Mazur
3
30 points to level up
@matthew-mazur-5170
I am a AI Novice. My other job is as an attorney. I am looking to build my skill set in AI to develop new businesses & improve my existing business.

Active 20h ago
Joined Jun 25, 2026
Florida
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