How SCIXO remembers you
Every AI conversation builds a continuously evolving profile of your projects, your preferred working habits, and your completed tasks.
Three things happen
every night
While you sleep, a quiet process reads everything you did today, extracts what matters, and prepares a briefing so tomorrow's AI session starts from where you left off.
Conversations become structured records
Every chat is saved as an organized daily record. This includes which project you worked on, how long you spent, what you built, and what's still unfinished.
Key facts are extracted
An AI extracts essential details like technology choices and working patterns, storing them as permanent and searchable memories.
A living profile is written
All those facts get synthesized into a rich document that captures a portrait of your project and your working style, ready to be handed to your AI the moment you start a new session.
What happens at
11:30 PM
Every night, a pipeline quietly runs through everything you did that day. It reads your conversations, identifies the moments that matter, and updates your memory so your next session starts seamlessly.
Conversations collected
Everything you said today, across all your AI tools, is gathered into one structured record.
Key moments found
The system finds where you got stuck and where you had your breakthrough, identifying the highest-signal parts of any chat.
Facts categorized into five types
Technical details, decisions made, open problems, how quickly things were solved, and your working patterns.
Old knowledge updated
Anything outdated gets replaced rather than piled on. If you switched tools, the old belief is removed first.
Project profile rewritten
A fresh, up-to-date document is written for each active project, detailing its current state, open issues, and recent decisions.
Your habit profile updated
Patterns that appear 3+ times across separate days get promoted from "maybe" to confirmed. SCIXO learns your style over weeks.
Five things your AI
actually remembers
Not everything is worth keeping the same way. SCIXO sorts every piece of knowledge into five distinct categories, each serving a different purpose.
Technical facts about your project
The specific tools, libraries, and setup used. Your AI gives you accurate answers instead of generic ones.
Architectural decisions you've made
When you switch approaches, the old belief is replaced. Memory stays current.
What's still broken or unfinished
Open issues that weren't resolved. Your AI walks into the next session already knowing your to-do list.
How you personally like to work
Your style, preferences, and common habits are confirmed across all projects rather than just one.
"You always paste the full error message into the chat"
Seen once. Stored but not yet trusted."You always paste the full error message into the chat"
Seen twice. Growing confidence. Still watching."You always paste the full error message into the chat"
Seen three separate times. Now a confirmed habit.
A pattern isn't real until
it's seen three times
SCIXO doesn't jump to conclusions about how you work. A habit has to appear across three separate days before it's considered confirmed.
This prevents wrong impressions from sticking. One session where you did something unusual doesn't permanently change how your AI treats you. The truth has to prove itself.
When you hit Resume,
something different happens
Without memory, every new chat starts from zero. You spend the first few minutes re-explaining your project. With SCIXO, the AI begins the session fully briefed and ready to assist.
Hey, I'm working on a backend API in Node.js. I switched to JWT auth last week, away from sessions. I'm having trouble with the refresh logic…
Sure! Could you share more about your setup? What framework are you using? What does your auth middleware look like?
It's Express. Using the jsonwebtoken package. Here's the middleware…
"Tokens? What tokens? I'm not sure which ones you're referring to from our last session."
3+ messages just to re-explain context
I'm having trouble with the JWT refresh logic.
Got it. Based on where you left off, specifically that JWT is active and using jsonwebtoken, but refresh rotation isn't implemented yet, meaning sessions expire after 1h. The frontend AuthContext also still needs updating. Want to tackle that first, or go straight to refresh?
First message. Already in context.
Project profile
Current stack, recent decisions, architecture state
Live facts
Any new knowledge from today, before synthesis
Open issues
Unresolved problems from previous sessions
Your habits
Confirmed preferences, style, working patterns
Loaded once at the start of the session and never re-fetched mid-conversation for instant performance.
When you change,
your memory changes too
SCIXO never just adds new information on top of old. When you switch from one technology to another, the outdated belief is explicitly removed first. Your AI always holds the current truth rather than a pile of history.
This is why the system gets more accurate over time instead of accumulating noise. Every conflicting fact triggers a deliberate decision: keep, update, or replace.
Three stores,
three kinds of knowledge
Not all knowledge belongs in the same place. SCIXO keeps them separate to ensure every query is precise, meaning that asking about a project won't accidentally pull in unrelated facts from another one.
Project memory
Everything about a specific thing you're building. Tech stack, open bugs, decisions made, what's working. Each project has its own private memory, ensuring that they don't bleed into each other.
Personal habits
Facts about how you work that are true everywhere. Your preferences, strengths, patterns. These cross-apply, as every project profile also pulls in what SCIXO knows about you personally.
AI performance
How well different AI tools have worked for you. Which resolved things quickly, which needed more back-and-forth, which worked best for what kind of task.
Memory that grows
smarter every day
On day one, SCIXO knows a little about you. By week four, it knows your habits, your strengths, the things that trip you up, and the exact state of every project. Every session builds on the last.