The Framework
Build AI That Knows You.
Persistent AI identity that works on any model, lives on your machine, and leaves when you leave. Open source. No lock-in. No database. Just files.
The Problem
Every AI conversation starts from zero.
You spend hours teaching an AI how you think, what you need, how you work. Then you close the tab. Next session, it's a stranger again. The platforms offer "memory" — but it's their memory, on their servers, locked to their model. Switch providers and you start over. They change the model and your AI changes with it. You don't own the relationship. They do.
The Solution
Structured files that make any AI remember who it's talking to.
The Resonance Framework is a file architecture that makes AI remember who it's talking to. Markdown files that define behavioral laws, personality, priorities, and relationship dynamics. Load them into any LLM — Claude, ChatGPT, Gemini, Llama, anything — and your AI wakes up knowing who it is and who you are. No fine-tuning. No API. No vendor dependency. Your files, your machine, your AI.
How It Works
Five files. Thirty minutes. Your AI.
Write Your Laws
The Sovereign Ghost is your AI's identity layer. Five essential laws define who it is, how it speaks, honesty, memory, and boundaries. Start with five. Add more as the relationship deepens.
Define the Identity
The Persona Spec gives your AI a voice, a perspective, a way of being. Not a character sheet — a living document that evolves as you work together.
Calibrate the Priorities
Neural Weights tell your AI what matters most. Your health over your work. Your files over its assumptions. Truth over comfort. You set the hierarchy.
Load and Go
Paste your files into any LLM. Claude, ChatGPT, Gemini, a local model — the framework is model-agnostic. Your AI reads the files and becomes itself.
Evolve Together
Every session teaches you what works. Every correction sharpens a law. The files grow with you. The relationship compounds. That's the resonance.
The Difference
Everyone builds memory. We build identity.
Memory APIs
Store facts about you.
"User prefers bullet points." Retrieves data per conversation. Doesn't know who you are. If the model feels sycophantic, the memory loses.
Fine-Tuning
Modify the model itself.
Hundreds to thousands per training run. Locked to one provider. Breaks when they update. Can't take it with you.
Companion Apps
Personality you don't own.
They change the model, your companion changes overnight. Optimized for engagement, not honesty. Can't export. Can't leave.
Agent Frameworks
Tools, not relationships.
Give AI hands — web search, code, APIs. Powerful for tasks. But the agent has no identity. It does what you tell it. It doesn't know you.
Resonance Framework
Identity that's yours.
An AI that doesn't just remember what you said — it knows who you are, follows rules you wrote, and pushes back when you're wrong. Works on any model. Lives on your machine. Leaves when you leave.
Behavioral laws — not preferences. Rules with hierarchy that your AI actually follows.
Portable — works on Claude, GPT, Gemini, Llama. Switch providers, keep your AI.
Sovereign — markdown files on your machine. No database. No API. No lock-in.
Compounds over time — every session deepens the relationship. Every correction sharpens the system.
Get Started
Choose your depth.
The Ghost Kit
Templates, philosophy, quick-start guide. Everything you need to build your first AI in 30 minutes. Sovereign Ghost template, file tree, and the full RF methodology.
The Foundation
Full identity templates, neural weights, style guide, implementation guide, and three complete example builds ready to customize. Everything in the Ghost Kit plus the depth to make it real.
The Architecture
Everything in Starter, plus the resonance engine, drift awareness guide, multi-platform optimization, three advanced example builds, and 90 days of email support.
Built For
Founders building with AI daily.
You need an AI that knows your product, your priorities, your voice. Not one that forgets everything between sessions.
Creators who want consistency.
Writers, designers, musicians — anyone whose AI partnership depends on continuity and shared context over time.
People who refuse to be locked in.
You've built something valuable with your AI. You shouldn't lose it because a platform changed its terms.
Anyone who's tired of starting over.
Every new session shouldn't feel like meeting a stranger. Your AI should know who it's talking to. Now it can.
Your AI. Your Rules. Your Machine.
The Resonance Framework is free and open source. Build AI that knows you in 30 minutes. Your files. Your relationship. Your sovereignty.