RAGMI Labs is building the methodology, the standard, and the products needed to preserve human life stories — in a form that is permanent, portable, and genuinely useful to the people who come after.
Before there can be preservation, there must be a standard. The Human Context Protocol (HCP) is an open, non-proprietary format that sits at the foundation of everything RAGMI Labs builds. It defines exactly how a human life story should be structured so that it remains readable, portable, and useful — not just to today's AI systems, but to whatever comes next.
The factual foundation. Names, dates, relationships, and life events encoded in a machine-readable format that AI agents can query precisely and reliably.
The human layer. The same information written as a rich, context-laden narrative — the form an AI agent uses to generate natural, empathetic responses.
Every event carries a significance score. When context windows are limited, AI agents prioritise the moments that mattered most — not just the most recently written.
Every person in the folio carries a proximity score. The AI agent understands who belongs in the innermost circle and weights relationship context accordingly.
The JSON-LD file is the factual backbone of a folio. When the narrative and data appear to conflict, the structured data wins. Machine-readable first, human-readable second.
"relationalBond": "Husband",
"proximity": 5,
"significance": 9,
"synopsis": "The relationship that
defined everything after 1970."
The Semantic Markdown file is the conversational layer. It is what an AI agent reads to understand tone, context, and the texture of a life — not just its facts.
## Synopsis
Deliberate choices and near-misses.
A life built around performance,
loyalty, and an absolute refusal
to explain himself to anyone.
RAGMI is the first application built on the Human Context Protocol. A Mac application for creating, maintaining, and exporting HCP-structured folios — available now on the Mac App Store. Every folio begins here.
RAGMI lets you build a structured folio of your life — or someone else's — that any AI agent can read, reason with, and use to provide genuinely personal responses. It exports both layers of the HCP standard simultaneously, keeping your structured data and your narrative in perfect sync.
Visit ragmi.aiRAGMI is built to be experienced, not just archived. Once your folio exists, it can be consumed in three distinct ways — each designed for a different context, a different person, a different kind of attention.
Building a folio and experiencing one are two different things. Player Mode switches RAGMI from editing to presentation — a clean, distraction-free view of your life story as a reader would encounter it.
Scroll the timeline without the editing interface in the way. Read stories in full, with images and attachments. Play back audio commentary. Navigate connections and see how the people in your life relate to events on your timeline.
A free iOS app that lets your family — your children, your grandchildren, people who may never have known you when you were young — walk through your folio at their own pace.
Publish a folio from RAGMI for Mac and share the .ragmi file by email, AirDrop, or iCloud. They open it in the Player and encounter your life: the timeline, the connections, the stories, the soundtrack. Lock it to specific Apple IDs — or share it openly. If you've recorded audio commentary, they'll hear your voice telling your own stories.
Load your RAGMI export into OpenClaw and your AI agent stops being a capable stranger. It knows your timeline, your relationships, and the weighted details of the events that shaped your life.
This is Human RAG — Retrieval Augmented Generation applied to a human life. The agent queries your folio in real time, retrieving the relevant memory, relationship, or event to answer questions that no general-purpose AI could touch. Not because it was trained on your data. Because your folio was structured so a machine could reason with it.
Learn about OpenClawThe Vault is the permanent, institution-grade home for HCP folios. It is not a cloud backup or a subscription service. It is a custodial arrangement guided by a simple principle: a folio should outlast the technology that created it, and the company behind it. We call this the Continuity Commitment — not a binding agreement yet, but the design principle that will govern everything the Vault does.
The Continuity Commitment rests on three ideas. First, that a folio must be stored in an open, non-proprietary format that doesn't depend on RAGMI Labs continuing to exist. Second, that a depositor should be able to export their folio at any time, in any format the HCP standard supports, with no lock-in and no conditions. Third, that a folio should be transferable to a named successor — a family member, a trusted institution, or a legal representative — with clear protocols for how that transfer happens.
These are conversations we are beginning to have with a small group of founding depositors — people who will help us define what these principles look like in practice before the Vault opens publicly. There is no obligation, no product to buy, and no timeline.
If this interests you — as an individual, a family, or an institution — we would like to hear from you.
Founding depositors will help define what the principle means in practice — before the Vault opens publicly. Early conversations only. No obligation and no product to buy yet.
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