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19 contributions to Clief Notes
🏆 WEEKLY COMP #12: THE AUDITOR 🏆
💰 $500 CASH 💰 One winner takes it. 📋 THE CHALLENGE Build a folder-based AI auditor that checks something against a specific standard and reports where it falls short. Not your opinion of what's good. An actual standard that exists in the world. This week's deliverable is one auditor folder that someone could drop into a Claude project and use to check their work against the rules of their industry. 🎯 PICK YOUR STANDARD The standard is yours. Pick one that actually exists. Pick one you could point someone to. A few sparks to get you thinking: - ♿ WCAG 2.1 AA accessibility audit of a web page - 🔒 GDPR audit of a privacy policy or data flow - 📋 SOC 2 readiness audit of a security policy doc - 📄 Contract audit against standard SaaS data-handling clauses - 🏗️ Code audit against a specific style guide (PEP 8, Airbnb JS, Google Java) - 🏥 HIPAA audit of a patient intake process - ♻️ Brand compliance audit against a published brand guideline - 📊 Financial model audit against FAST modeling standards - 🎓 Grant proposal audit against a specific foundation's published criteria - 📱 App Store submission audit against Apple's review guidelines - 🧾 Invoice audit against a client's stated payment terms The more specific the standard, the better. "Audits for quality" is not a standard. "Audits a React component against the WCAG 2.1 AA success criteria" is. 🔥 THE ANGLE THIS WEEK Last comp was The Cartographer. Forty of you built maps where every card cited a file and a line, and we cloned the territory to check the cards against source. The ones that held up were the ones a stranger could verify. The Auditor is that same discipline pointed at a rulebook instead of a codebase. ⚖️ Every finding cites a provision the way every card cited a line. The standard is the territory. The audit is the map of where the artifact sits against it. Three things separate a real audit from an opinion: 1. The standard is external and citable. Your auditor should be able to say "this fails WCAG 2.1 success criterion 1.4.3" not "this contrast looks low to me."
2 likes • 5d
This is my Comp #12 entry the Data-security-auditor. Germany has 16 states, 16 state data-protection laws, and 16 supervisory authorities, all interpreting the same DSGVO(Data-Security Governance...). When a vendor sells one AI tool to many municipalities, each municipality's data-protection officer redoes the same 3-to-5-day preliminary audit from scratch. The fix is auditing once and reusing everywhere ("one audits for all"): the shared core (DSGVO plus the joint DSK guidance) is checked once and travels; only the state-specific layer is re-checked per state. This prototype aims to cut that preliminary check to 15 to 30 minutes, so the human officer starts from a map instead of a blank page. A recent government research group insisted such an audit tool is needed so that a vendor can be able to use the same solution and paperwork to work across the whole country without major delays. I enjoyed this build it is probably my strongest entry to date and I have been competing since challenge 7. I notice that my skill and attention to detail are improving each time. The audit tool not only checked the documents I ran it to check the folder system as a whole. During the build I was working on a website at loveable and I came up with the idea of an audit, where the agent used the website and created a video of its usage and then at the end the agent evaluated its own usage. A bit meta and it worked brillantly. Demo Video: https://share.descript.com/view/ATz6i8B9TrD Repo: https://github.com/jacksoncalling/ki-datenschutz-auditor
The Ruby Daemon the dispatch layer for 44 Agent folders
It is funny to read one of my favorite newsletters, Every.to with cutting edge ai news this week in Septemrb 2026 just blog about folders systems like they are the hottest new shit and I have been in Clief Notes since April. One of the interesting layers that author describes is the dispatch layer, which he uses to orchestrate all of his 44 Agent Folders. It was a kind lie, like getting a verification because I did build a similar layer for comp 8 This is a quote from the judges in their first feedback "An idea worth naming, and it is yours: the Commons roundtable — multi-agent coordination as a human-readable, plain-text shared log with an open-handoffs checklist, " Has anyone else built a coordination layer, for the work being done, especially when it is not a direct pipeline where the outcomes feeds into the next folder. https://every.to/source-code/the-folder-is-the-agent-rerun
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🏆 COMP #11 RESULTS: THE CARTOGRAPHER 🏆
📦 EVERY ENTRANT GETS A FEEDBACK FILE 📦 🔍 HOW WE READ THESE We cloned every repo and pinned it to its last commit before the deadline, so nobody got judged on late work. Only two repos had any post-deadline commits at all. Cleanest field this competition has had. Then we read file by file. Identity, rules, examples, the reference layer, the code. We ran every checker in the field on our own machine. Three would not run. For eleven entries we went further. We cloned the territory, or the entrant shipped it, and checked the cards against the source. Eleven is all the field allowed. Everyone else pointed at something private, unpinned, or gone. Two of those eleven were public codebases nobody in this community controls. On one gate we planted a bad citation to see if it would fire. Comments got you through the door. The judging happened inside the folders. 📚 WHAT THE FIELD TAUGHT Three lines split forty builds: ✅ The one rule held. The brief was blunt: a README that tells people to add every file has failed. Not one entry made that mistake. Every search hit was either a rule against it or a fixture broken on purpose. Name a failure precisely and this community stops doing it. ✅ Enforcement is now the baseline. Sixteen entries ship a checker that runs offline with no API key. Last cycle that was the headline. This cycle the checkers got better. One broken fixture per gate is now normal, and the best gate also ships a clean fixture to prove it stays quiet on honest prose. ✅ The cold walk decided the round. About half the field shipped a receipt of a reader entering a catalog, opening one card, and stopping. The top of the field is almost exactly that set. A map can be accurate and still hard to walk. This week we scored the walk. 🥇 THE WINNER @Adam James The Cartographer, a map of a live GoHighLevel account, built so a VA can change one message without guessing which of a dozen lookalike workflows owns it. He wrote down his test method before any test ran. Then he did what almost nobody does. He handed his work to people who could make him look bad, and let them.
0 likes • 10d
# What the Cartographer challenge taught me by missing it I entered the Cartographer comp with a tool I was proud of, and I missed the bar. My first instinct was that the judge's agents had a problem ;-)Well I mean, I can miss something up in the details. Working back through the feedback with my AI agent, I found the real problem. I keep folding three different jobs into one word. Map. They do not want the same output. **Legibility.** Can a cold reader, a new teammate or an AI with no memory, walk this system and better understand how it works. Output: a small catalog, one card per object, and shows what is connected and what is missing, the ghosts. This is what the comp asked for. **Maintenance.** Has the system drifted out of contact with reality? Output: the one place it went stale, and the evidence. Closer to a physician than a mapmaker. **Strategy.** Where do I intervene, what do I unbundle, and where does value reform near the customer. Output: a decision map, a before and after. This is the job I actually do for clients. Here is what stung. The comp wanted legibility of a "workspace." I built a tool that creates a graph model of a space with undefined boundaries and is helpful I believen in more of strategic manner, helping me to explore where do I intervene or reshape. The tool, first does discovering of the main carrying elements of the space and records how they are connected to each other. Think Obsidian graph view. For example, I gave it my notes from two consulting interactions with a potential client. The cartographer helped me to map their world. With the capabilities and tension Building has been an activity that helps me to learn a lot faster and helps me to aim towards a more viable future. I am grateful for the creators and the community here.
🏆 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.
2 likes • 13d
@Adam James I like the video and the folder system seems very useful.
0 likes • 10d
@Adam James Technically I learned that you just used a link from descript. I have been exporint out of descript and uploading into youtube. From the vibe. I like that your picture was in the frame and you described what was going on very clearly
I rebuilt a 250M$ Medical Journal Search Machine with ICM at the core
Open Evidence is a really large VC backed AI company which specializes in giving physicians an ai companion connected to medical journals. Its business model is give them free access and then sell their search information to big pharma. In May 2026 they shut down access to all European doctors because they were not compliant with the EU AI Act and didn't want to put the effort into being compliant. For some reason I find this really compelling to build something to fill that hole. I used ICM and Claude Code to build the backend based on the folder system and then uploaded the folders to github and had Replit connect to the repo to build and host the frontend. The app is working really well. Right now I have a few testers and not quite sure where the journey will go. I used Talisman's Ontology Pipeline to build a semantic layer, which helped the search results.
I rebuilt a 250M$ Medical Journal Search Machine with ICM at the core
0 likes • 15d
One of the aspects that I really find interesting is thinking about this a large community of practice. Dr's, nurses, researchers, journals, and medical congresses. My partner says, many of the questions she asks Open evidence are based on questions junior doctors ask her. Why do you do it like this? Jane did it like that. She is then curious to see if the technical standards have changed or what the research says about her current practice. How will ai change how the community of practice learns. What if information flowed in both directions. Researchers were the ones who got the data about the dr's searches and used this as a signal and relevance for new research. Similarily Clief Notes is its own Community of practice, based on learning and creating value in the world.
2 likes • 15d
@Jim Tyndall This is a great question that helps me go even deeper into my folder system and the process. Luckily the medical journals are indexed at the script that I wrote does a Boolean Search(Specific Terms named in question) which searches the around 40M Journal abstracts. There is an open API and it is used to do the search; nothing is stored in between.
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Joshua Baker
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