Most AI tools are generic. You ask a question, they answer it, and next session they've forgotten you exist. Human 3.0 is different — a personal AI infrastructure that knows your goals, remembers everything you've built, and gets smarter with every session you work.
What Is This
The AI tools most people use — ChatGPT, Claude, Gemini — are powerful but impersonal. They don't know you. Every conversation starts from zero. They can't remember last week's breakthrough or last month's decision. They give good answers to strangers. We built something different.
The Human 3.0 stack is a five-layer personal AI infrastructure that lives on your machine, works with your goals, and accumulates memory across every session you run. It knows your identity at the deepest level — your missions, your values, your challenges, your story. It reasons through your mental models. It publishes your presence. And it remembers every insight, decision, and project in a searchable memory system that grows for years.
This is what it looks like to work with an AI that actually knows you.
Architecture Overview
Click any layer to see technical details and storage information
The Five Layers
Each layer of the Human 3.0 stack solves a specific problem. Together, they create an AI that works the way a senior collaborator would — one who's been working with you for years.
TELOS is a single Markdown document — plain text — that holds your deepest context. Your life missions. Your values. Your New Identity Declarations: the statements you've made about who you are becoming, written as present-tense facts. Your personal history, your challenges, your professional story, your goals.
Your AI reads your TELOS at the start of every session. This is why it doesn't give generic answers. It knows whether you're recovering from a health crisis, fighting for something important, or building toward a specific future. It calibrates everything through the lens of who you actually are.
Most people have never written this document. We help you build it — or you can start with our free template and build it yourself. Either way, once it exists, every AI session becomes fundamentally different.
.md text file — readable by humans and AI without any database or parsing layer~/.claude/skills/CORE/USER/TELOS/MY_TELOS.mdTELOS tells your AI who you are. FRAME tells it how you think. Four structured YAML files capture your intellectual worldview in a format that's both human-readable and machine-readable — no database required.
beliefs.yaml — What you hold to be true about people, systems, and how the world works.
problems.yaml — The specific problems you're built to solve. Your professional and philosophical niche.
mental-models.yaml — The frameworks you reach for when analyzing a situation or making a decision.
frames.yaml — The interpretive lenses you apply before forming opinions or taking action.
When your AI reasons through a problem with you, it runs it through your FRAME. That's why the advice feels calibrated instead of generic — it's running through your mental models, not average ones.
beliefs.yamlproblems.yamlmental-models.yamlframes.yaml
~/.claude/skills/CORE/USER/TELOS/FRAME/SIGNAL is your public-facing identity layer. A live REST endpoint that returns structured JSON about who you are, what you stand for, and how to engage you. Both humans reading your site and AI agents querying your API can understand exactly what you offer and how you think.
This isn't a static bio page. It's a machine-readable version of your professional identity — updated when you grow, queryable by anyone, and integrated with your personal offer page. As AI agents increasingly make decisions about who to hire, follow, and recommend, having a SIGNAL endpoint puts you ahead of everyone who doesn't.
yourdomain.com/api/signal — returns JSONyourdomain.com/human — tiered service pagePAI is the intelligence layer — your configured AI agent running locally on your machine. It's not a chatbot you open in a browser tab. It's infrastructure: a fully personalized Claude Code installation with your complete context, skills, hooks, and memory pre-loaded every session.
The critical distinction: the intelligence runs in the model (Claude), but the personality and context live in files you own. Your AI's knowledge of your goals, its behavior patterns, its skills and capabilities — all of that is in plain text files on your machine. You own them. You can audit them. And you're not locked into any vendor.
What can it do? Build software. Write and publish articles. Search the web. Deploy code. Run security audits. Generate videos. Manage your calendar. Talk to external APIs. Remember your history across sessions. Coordinate with other agents.
settings.json — identity, voice, preferencesCLAUDE.md — behavioral rulesskills/ — domain expertise moduleshooks/ — automated session behaviors
The Memory Palace is the only true database in the personal stack — and it's the layer that makes the whole system compound over time. It stores everything you've learned, decided, built, and experienced as semantic embeddings: mathematical representations of meaning stored in a vector database.
When you ask your AI something, it doesn't just search by keyword — it searches by
meaning. Every session that ends with /wrap writes key insights
to your Memory Palace automatically. After six months, you have a rich, searchable
archive of your entire working life that your AI draws from in real time.
The name comes from the ancient memory technique (method of loci) where you place memories in imagined rooms and walk through them to retrieve them. A vector database is the computational equivalent — memories stored in mathematical space, retrieved by proximity of meaning.
/wrap — the session close ritual that writes insights, project updates, and decisions automaticallyInfrastructure Options
The full Human 3.0 stack runs locally — your main computer works fine for getting started. But as you scale up, many people prefer keeping their PAI infrastructure on a dedicated machine that's always on, always connected, and separate from their daily workflow.
Get Your Stack
Whether you want to build it yourself, learn with guidance, or have us build it for you — there's a path that fits where you are right now.