GIVE YOUR AI DIRECTION
WITH RUMO.
Great agents start with great context.
RUMO is where you build, update, and keep yours.
The Problem
Every Agent Is
a New Hire.
Build a GPT. Configure an agent. Spin up a Make flow. Every one shows up the same way: green. The context you've already built lives scattered — in old chats, half-finished prompts, a doc you can't quite find. So you onboard them from scratch. Every time.
It's not your fault. There's no manual for the context your agents actually need — and no good place to keep it once you've written it. The tools change. The context scatters. And nobody told you the most important input was missing:
You.
The Missing Ingredient
AI Is Only As Good
As What You Give It.
Generic AI output and results that actually work for you are separated by one thing: context. Your identity, your voice, your lived experience. Give AI those inputs and something shifts. It gets you.
Give AI your context before you give it your questions. That part is simple. The harder part is mining that context — extracting who you are in a way AI can actually use. That's what RUMO does. We call it context mining, and it produces six documents that capture who you are so your AI doesn't have to guess.
Give AI your context before you give it your questions.
How It Works
The 6 Context Anchors
Whether you're making your AI assistant smarter or building an agent partner that actually knows you, it starts with the same six inputs. RUMO helps you build each one through curated questions, then compiles them into context your AI can use from day one.
Personal Constitution
“Who am I? What do I stand for?”
Your values, beliefs, non-negotiables, and aspirations — the foundation document that tells AI what you stand for.
Writing Codex
“How do I write?”
Your sentence rhythms, humor, metaphors, and the words you never use. A complete voice fingerprint built from your own patterns.
Story Bank
“What stories do I always tell?”
The stories you always tell, the phrases you repeat, the moments that come up in every conversation. Raw material that makes AI sound like someone who was actually there.
State of the Union
“What matters to me right now?”
Your current situation, active challenges, and immediate priorities. A living document that evolves as your life does.
Timeline
“How has my life unfolded?”
Life chapters, milestones, and where you're headed. The chronological arc that tells AI how you got here and where you're going.
Influence Roster
“Who are the people that matter?”
Your inner circle, professional network, and relationship patterns. The people context that helps AI navigate your world.
See It Before You Build It
What Does an Anchor
Actually Look Like?
A Context Anchor is a structured document, written in plain language, that any AI can read. No special format, no lock-in — you own it, you can edit every line, and it works in ChatGPT, Claude, Gemini, or any agent you point it at.
- Structured so AI systems know exactly how to use it
- Portable markdown you can paste into any tool
- Yours to keep, edit, and update as your life changes
The Personal Constitution is free. No account needed to start.
The Personal Constitution of Maya Reyes
Preamble
I am a designer, a daughter of immigrants, and a person who believes good work is an act of respect. This document is the foundation any AI working with me should start from.
Article I — Identity & Core Values
- Craft over speed. I would rather ship one thing well than three things almost.
- Direct kindness: say the true thing, gently.
- Family dinner is non-negotiable. Work bends around it, not the reverse.
AI Context Notes
- Filter every recommendation through Article I — never suggest plans that conflict with my non-negotiables.
- When I ask for feedback, lead with what is true, not what is comfortable.
+ five full Articles: Beliefs & Worldview, Principles, Aspirations, Declarations & Anti-Goals
What Changes?
From Documents
to a True AI Partner.
Once you've built your six Context Anchors, you can use them to power custom instructions, feed smarter prompts, or fine-tune the output of any AI tool you work with. But the most important application is bigger than any single prompt — it's building a context vault for your own AI agent.
An agent that knows your values, your voice, your situation, and your history works differently. It remembers what matters to you. It writes the way you write. It thinks from your perspective, toward your goals. That's not a tool anymore. That's a partner.
The result is personalized AI that helps you succeed across everything you do.
Reviews
They built one. Here's what happened.
“As I’m embarking on my AI journey I am very grateful for the support of RUMO and how it helped create a foundation for my future.”
“I was surprised how insightful the Constitution was. Seeing raw thoughts put into written out context was really cool.”
Ready?
Choose Your Starting Point
Build Your Personal Constitution
Start with the foundation — who you are, what you stand for, and what you believe. Takes about 15 minutes.
Chart Your Course Through All Six Anchors
Identity, voice, stories, situation, timeline, and roster — everything your AI needs to know you. Store and update your documents anytime in your personal vault.