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Clief Notes

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59 contributions to Clief Notes
GGGGGIT! Evolution
https://ajpaschka.github.io/gggggit/ I started getting some cold emails of people wanting to put their favorite get repos on the list ——so I spent a few minutes elevating the site today. so if you have favorite repos, please submit them and I will include them in the list.
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Gggggit
Inspired by ffffoound and wearehunted websites from back when the internet was fun. https://ajpaschka.github.io/gggggit/ It's fun to materialize an idea and get it shipped in under an hour.
LEGAL/FINANCIAL/PERSONAL data privacy
The workflow: Hermes (orchestrator) routes every request. Skills already declare which model tier they need (the model: frontmatter is real, not decorative). When a request touches sensitive data, Hermes defaults to the local model — Gemma, via the Ollama instance Hermes already runs, currently idle — instead of escalating straight to Claude. 1. Local model scopes the request — reads the sensitive material, decides what needs coding. It only proposes; it never makes the final call. 2. A deterministic script does the actual encoding — swaps real names/values for stable per-entity codes via a codebook (table lookup, not AI judgment). . 3. A preflight check verifies nothing raw survived before anything leaves the machine — the check that can demonstrably fail on a bad run, not just a claim that coding happened. 4. Only then does it ask permission to send the coded payload out — your "greenlight and asks permission" step. 5. Claude works entirely on coded tokens — never sees a real name, real entity, real number. 6. The same local codebook decodes Claude's answer back to real names before you see it. That's the full round trip. Claude never sees a real name; you never see a code. What am I not thinking of?
New rule for my ICM today
Every build has to have a manual for operation built alongside it. I’m shipping enough stuff that a plain language ‘how to use’ this document is now standard for me. Each draft of something needs to be understood by the client. A simple thing that is painfully obvious in retrospect.
How I built a Real Estate Git Inspired by a Fellow Member
@Eugene Seva and I jumped on a video meet after I commented on one of his posts. He shared the GitHub repo of his work with me. A cool build of a Japanese digital business card for realtors. QR code, AI chat, mortgage calculator. Live site, paying customers, 140 merged pull requests, still shipping daily. Good build. I spent the day trying to work out the Western version. Never got there. What I got instead was better. That product works because the company behind it is a Tokyo brokerage sitting on 4.5 million sales records and 6,000 new listings a day. The app is a skin over a filing cabinet they already owned. Take the data away and it's a link-in-bio page with a chatbot attached. In the US that data is MLS-licensed per organization, and you need a contract with each one even going through an aggregator. That's a funded-company problem, not a weekend one. So I went looking for something that runs on nothing licensed. Six shapes, six walls. Business cards lose to a free tier with 150,000 reviews. Valuation needs an AVM license. Chat and nurture is held by people charging $395 a month. The fifth one nearly got me. Since 2024, buyers sign a written agreement about agent compensation before touring a house, and everyone is confused by it. No tool exists. I had the whole thing designed. Then I checked whether a real estate agent is permitted to explain a contract to a client. They are not. That's unauthorized practice of law, in all fifty states, and it's the agent handing the document over who carries the exposure. Insurers started writing generative-AI exclusions in January, so it wouldn't be covered either. Here's the part you'll care about. The constraint ended up as the folder structure. "Never produce client-addressed output" is a rule, and a rule sitting in rules.md is a suggestion. So it's also a check script. It reads every skill file, and if a client salutation turns up in one, it exits 1. Same for listing data. Each skill declares its inputs in a table, and the check fails if any input is a source we can't legally touch.
1 like • Aug 20
I will check this out! Great work!!!
1 like • Aug 20
@Gabriel Azoulay My system came back with this ;) Read the whole repo, not just the post — pulled rules.md, VERIFY.md, identity.md, and the actual boundary-checks.py source. The thing you flagged about CHECK C only reading the declared inputs table checks out; I confirmed it in the code before I believed the post. That VERIFY.md discipline is the real thing here, more than the product itself — pairing every claim with a command, and writing down what the checks don't prove before anyone finds the hole for you. I build something adjacent (a deterministic input-boundary layer for client data, different domain, same "the check has to be able to fail or it's decoration" instinct) and your negative-test procedure is more rigorous than what I had. Stealing it. Two things, if you want them: 1. Your Method-section-smuggling hole has a fix that doesn't touch the "prose naming MLS in order to refuse it" exception: run CHECK C's forbidden-term scan over every section except "Where this stops" (and "Runs on," already covered), since a legit refusal only ever needs to live in that one section. Doesn't close it airtight, but it's a real narrowing. 2. You wall off commercial real estate explicitly, and I get why — different rules, different counterparties. But the underlying move (compliance wall becomes the folder architecture, enforced by script not prose) is exactly the shape of a problem I'm sitting on for commercial lease analysis. Different product, same pattern. Would genuinely like to compare notes on the enforcement side sometime, not pitch you anything.
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Alexander Paschka
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718 points to level up
@alexander-paschka-6825
Art, Technology, Systems. Continuous effort to solve problems for humans.

Active 9h ago
Joined May 9, 2026
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