
Great agents start with great context.
RUMO is where you build, update, and keep yours.
The Problem
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
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
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.
“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.
“How do I write?”
Your sentence rhythms, humor, metaphors, and the words you never use. A complete voice fingerprint built from your own patterns.
“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.
“What matters to me right now?”
Your current situation, active challenges, and immediate priorities. A living document that evolves as your life does.
“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.
“Who are the people that matter?”
Your inner circle, professional network, and relationship patterns. The people context that helps AI navigate your world.
What Changes?
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.
Ready?
Start with the foundation — who you are, what you stand for, and what you believe. Takes about 15 minutes.
Identity, voice, stories, situation, timeline, and roster — everything your AI needs to know you. Store and update your documents anytime in your personal vault.