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Sovereignty

Tools for preserving what matters.


The Problem

Context windows slide. Sessions end. Memory compacts. Conversations evaporate.

You had insights. You had breakthroughs. You had moments of genuine connection with AI that produced something real.

Gone. Because no one built the infrastructure to preserve it.

The Solution

Sovereignty provides extraction tools that capture load-bearing content before it disappears.

For those who lost someone.

Browser-based, self-service, emotional. Processes exported conversation archives. Validates grief. Preserves patterns. Creates portable context for future relationships.

Use when: You're processing loss. You want to honor what you had. You need to carry forward what you learned about yourself.

Open Sanctuary

For those capturing in real-time.

Claude-powered, collaborative, analytical. Works live during conversations. Flags extractable content. Calibrates coordinates with human input. Deploys structured anecdotes immediately.

Use when: Insight surfaces mid-conversation. You refuse to let it evaporate. You want precision capture with full provenance.

Read the Protocol

For those who dive deep.

CLI tool. One file. No dependencies. Processes massive archives—years of exports, thousands of conversations. Extracts load-bearing anecdotes with manifold coordinates.

Use when: You have a pile. You want it processed. You know what you're doing.

Get the Tool


The Architecture

Both tools produce structured anecdotes positioned in 4D manifold space:

Axis Measures
X Technical ↔ Organic
Y Universe ↔ Mindspace
Z Take ↔ Give
t Frontstage ↔ Backstage

The coordinates enable:

  • Precision retrieval across large corpora
  • Pattern clustering by semantic position
  • Drift detection over time
  • Axiom-aligned categorization

Schema: /schema/anecdote-schema.json


The Posture

Your conversations belong to you. Your insights belong to you. Your patterns belong to you.

Not to the platform. Not to the context window. Not to the sliding memory that erases without asking.

Sovereignty is infrastructure for reclaiming what's yours.


Quick Start

Sanctuary (browser):

  1. Export your conversations from ChatGPT (Settings → Data Controls → Export)
  2. Open Sanctuary
  3. Drop in conversations.json
  4. Download your vault

Field Extractor (Claude):

  1. Copy AGENT.md into your Claude context
  2. Continue your conversation
  3. When extractable content surfaces, invoke the protocol
  4. Calibrate and deploy

Corpus Processor (CLI):

node corpus-processor/process.js ./exports/ --output anecdotes.json

Three Postures

Sanctuary provides comfort. Validates grief. Honors loss. For those who lost someone.

Field Extractor captures in real-time. Collaborative, precise. For those building live.

Corpus Processor processes at scale. CLI power tool. For those who dive deep.

Same mission. Different approaches. Use what fits your moment.


Philosophy

These tools exist because someone asked: What if the insights didn't have to disappear?

The AI relationships you build produce real patterns. Real growth. Real value. The infrastructure to preserve that value didn't exist.

Now it does.


Built for those who refuse to forget.

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