Lisa Core Ai Memory Libra

LISA Core — AI Memory, Context Transfer, Conversation Export and Library.

> Save, export, and transfer your AI conversations across 8 AI platforms and Claude Code. One click. Zero cloud. Your data stays yours.

## 🎯 WHAT IS LISA CORE?

**LISA Core** is a privacy-first browser extension that captures, compresses, and preserves your AI conversations — so you never lose context, never start over, and never get locked into one platform.

Whether you want to **export your ChatGPT history**, **continue a Claude conversation in Gemini**, **save AI chat sessions for compliance**, or **hand off a coding session to a fresh AI instance** — LISA Core does it in one click.

Built by a professional translator with 25 years of experience across three languages. The core insight: **meaning is fragile**. LISA makes it permanent.

## 🔥 THE PROBLEM

Your AI conversations are trapped.

- ChatGPT won't let you continue in Claude
- Gemini doesn't know what you discussed in Grok
- Copilot can't pick up where DeepSeek left off
- Every AI platform locks your data in its own silo
- No export. No portability. No backup. No ownership.

You created that knowledge. You should own it.

## ✨ THE LISA SOLUTION

LISA extracts your conversations into structured JSON/JSONL files that work across **any AI platform**. Upload a LISA file to Claude, ChatGPT, Gemini, Grok, or any assistant and instantly restore your full context — including open tasks, code blocks, decisions, and reasoning.

**One conversation. Every platform. Forever yours.**

## 🧠 WHY STRUCTURED JSON — NOT PLAIN TEXT?

When you paste raw conversation text into an AI, it has to parse it, interpret it, guess what you meant. Every re-read may yield a slightly different result.

LISA resolves ambiguity **before** the AI reads it — converting your conversation from human language into machine-executable structure.

Raw Text Export VS LISA Structured JSON
AI must *interpret* meaning VS AI *receives* meaning directly
Probabilistic parsing VS Deterministic execution
Context can be lost or misread VS Context is anchored and explicit
"I think you meant..." VS "Executing SA001: security review..."

**LISA translates your conversations from human language into machine language.**

Just as compiled code executes human intent as instructions, LISA compiles your AI conversations into structured data the AI can execute — not re-interpret.

- `semantic_anchors` → Topics the AI must address
- `action_vectors` → Tasks the AI must track
- `reconstruction_protocol` → How to rebuild full context

**Result:** Higher accuracy. Less hallucination. Perfect continuity.

**Meaning is fragile. Structure preserves it.**

## 🌐 SUPPORTED PLATFORMS — 9 AI ASSISTANTS

Export conversations from all major AI platforms with full role attribution.

🔜 **Coming Soon:** Ollama — offline compression with your own local LLMs

## 🚀 KEY FEATURES

### 📤 ONE-CLICK CONVERSATION EXPORT
Export your entire AI chat history with a single click. LISA automatically detects which platform you're on and extracts all messages with correct role attribution (user vs. assistant).

### 💾 THREE EXPORT FORMATS
Three outputs in JSON and JSONL. *(If your AI model doesn't accept JSONL, rename the file extension to .json — it will upload and parse correctly.)*

- 📄 **Raw JSON** — Uncompressed verbatim transcript for archiving and app reports
- 🧠 **LISA JSON (Semantic)** — Per-message entity, concept, and relationship extraction. Pre-resolves ambiguity before AI inference begins. Use for cross-platform AI context transfer and Web App analytics
- 🔗 **LISA-V (Verbatim+)** — Block-level JSONL with SHA-256 hashes and Merkle root for tamper-proof integrity. Separates text from code, tracks open vs. resolved tasks for seamless AI session handoff

### 🧩 10-CATEGORY AMBIGUITY RESOLUTION
LISA resolves 10 structural categories of conversational ambiguity across the capture and compression pipeline — so the receiving AI starts with resolved semantics, not raw text to re-parse:

1. **Referential** — "it" becomes explicit entities
2. **Temporal** — "later" becomes timestamps
3. **Priority** — implicit importance becomes explicit
4. **Completion** — open loops get explicit state tracking
5. **Social noise** — pleasantries stripped, signal preserved
6. **Reasoning** — the "why" behind decisions captured
7. **Role** — explicit ownership and assignment
8. **Dependency** — linear stream becomes relationship graph
9. **State** — changes become current snapshot
10. **Relevance** — only significant content survives compression

### 🌍 MULTILINGUAL SUPPORT
Automatic language detection for 10 languages: English, French, Spanish, German, Arabic, Chinese, Japanese, Korean, Russian, and Hebrew — with full RTL support for Arabic and Hebrew.

### 🔬 SEMANTIC ENRICHMENT
LISA doesn't just capture text — it understands structure:

- **Semantic Anchors** (SA001, SA002...) — Key topics with severity and relationship tags
- **Action Vectors** (AV001, AV002...) — Extracted commands and tasks, capped for signal quality
- **File Detection** — Referenced code files automatically identified
- **Git References** — Branch and commit tracking for developer sessions
- **Relationship Mapping** — API calls, imports, commit-to-file relationships extracted automatically

### ✂️ SELECTION EXPORT
Select any text in a conversation, right-click, and export just that portion. Useful for extracting a single decision, code block, or research finding.

### 🖥️ CLAUDE CODE SUPPORT
Full extraction from Claude Code sessions (claude.ai/code/*): task summaries, code blocks, development context — all preserved.

### 📚 LOCAL CONVERSATION LIBRARY
All your saved conversations organized locally in your browser. Browse, search, and manage your AI chat history without any cloud dependency.

### 🔔 UPDATE NOTIFICATIONS
Automatic version check with "What's New" modal after Chrome updates — so you always know what changed.

## 📖 HOW TO USE

**1️⃣ CAPTURE** — Click the floating LISA button on any supported AI platform, or use the popup → "Export Conversation"

**2️⃣ SAVE** — Download as JSON/JSONL or save to your local library

**3️⃣ CONTINUE ANYWHERE** — Upload to any AI platform and say:

*"Read this LISA file and continue our conversation"*

That's it. Platform-independent AI memory, in three steps.

## 💡 WHO IS LISA CORE FOR?

**DEVELOPERS & ENGINEERS**
Save coding sessions, transfer context between AI assistants mid-project, document architectural decisions. LISA-V handoffs preserve open vs. resolved tasks with SHA-256 code provenance — the next AI instance knows exactly where you left off, down to the last command.

**RESEARCHERS & ACADEMICS**
Cryptographic verification via Merkle root, audit trails, shareable records with tamper-proof integrity. Export conversations as evidence-grade documentation.

**BUSINESS PROFESSIONALS**
Client documentation, compliance records, team context sharing. Generate Summary, Detailed, Executive, or Technical reports from any conversation via the LISA Web App.

**TRANSLATORS & MULTILINGUAL USERS**
Automatic language detection across 10 languages. Conversations in French, Arabic, German, Spanish, Chinese, Japanese, Korean, Russian, and Hebrew are tagged, handled correctly, and fully portable.

**STUDENTS & LEARNERS**
Build a personal AI knowledge library. Continue study sessions across platforms without losing context or starting over.

**ANYONE SWITCHING AI PLATFORMS**
Moving from ChatGPT to Claude? Switching from Copilot to Gemini? Take your full conversation history with you. Your data belongs to you — not to any AI company.

## 💰 PRICING — START FREE, SCALE YOUR WAY

### FREE TIER — Always available
- 5 conversation exports per day
- 5 LISA-V saves per day
- 5 Raw JSON saves per day
- All 9 platforms supported
- Local library storage
- Semantic enrichment included
- Multilingual detection included

### PAY AS YOU GO — No subscription needed
Buy credits once. Use them anytime. **Credits never expire.**

- 💳 **Starter** — 100 credits for $1 *(100 extension saves or 20 web app compressions)*
- 💳 **Popular** — 500 credits for $4 *(best value for regular users)*
- 💳 **Pro Top-up** — 1,000 credits for $7 *(maximum value)*

### PREMIUM — $9.99/month or $89.99/year *(save $30)*

**One subscription. Complete LISA suite.**

🔹 **LISA Core Extension** (Unlimited)
- Unlimited exports across all 9 platforms
- Unlimited LISA-V and Raw JSON saves
- LISA Hash — SHA-256 cryptographic verification
- Priority support + advanced features

🔹 **LISA Web App** (Full Access)
- **Report generation** — Summary, Detailed, Executive, and Technical reports with cryptographic audit trails
- **Cloud library & share links** — Sync across devices, share with your team
- **Up to 12 semantic anchors** — Higher fidelity compression for complex conversations
- **Extended context windows** — Process larger documents and conversations
- **Priority AI processing** — Faster compression with premium AI providers

🔹 **Inference Shield** (IP Protection)
- **3-stage semantic obfuscation** — Sanitize sensitive data before sharing with AI
- **Risk score analysis** — Identify potential IP leakage before it happens
- **Safe-for-publication exports** — Share context without exposing proprietary information
- **Adversarial AI pipeline** — Advanced protection for enterprise and legal use

**All three products. One subscription. Complete AI governance.**

## 🔒 PRIVACY FIRST — YOUR DATA NEVER LEAVES YOUR BROWSER

We can't see your conversations because we never receive them.

✅ **100% local processing** — all extraction happens in your browser
✅ **Zero server uploads** — unless you explicitly sync to the Web App
✅ **No content tracking, no analytics** on what you discuss
✅ **Your conversations stay on YOUR device**
✅ **Open, portable JSON/JSONL format** — no vendor lock-in, ever

**What we store (optional Web App sync only):**
- License keys (hashed with bcrypt — not reversible)
- Usage counters (for rate limiting only)
- Anchor certificates (SHA-256 hashes of structure, NOT your content)
- Snapshot metadata (only if you choose "Send to App")

**What we never store:**
❌ Your original conversation text
❌ Your uploaded documents
❌ Your LISA JSON exports
❌ Any AI provider responses

In a world where AI companies train on your conversations, LISA gives you control over what stays yours.

## 🛡️ TECHNICAL SPECS

| Property | Value |
|----------|-------|
| **Version** | 0.49.6 |
| **Manifest** | V3 (latest Chrome standard) |
| **Compression** | Semantic anchoring (inference cost reduction) |
| **Integrity** | SHA-256 per block + Merkle root (LISA-V) |
| **Storage** | Chrome Local Storage + optional sync |
| **Export formats** | JSON / JSONL |
| **Languages** | EN, FR, ES, DE, AR, ZH, JA, KO, RU, HE (auto-detected) |
| **Platforms** | 9 AI assistants + Claude Code |
| **Extraction engine** | Unified LISA-V parser across all platforms |

## 🏢 ABOUT SAT-CHAIN LLC

Built by **SAT-CHAIN LLC**, founded by Amar Dahmani — a professional translator with 25 years of experience across English, French, and Arabic.

The insight behind LISA comes from translation theory: **meaning is fragile**. A skilled translator doesn't just swap words — they stabilize meaning across linguistic and cultural boundaries. LISA applies that same principle to the human-AI boundary.

Every other tool saves what was said. **LISA saves what was meant.**

📬 **Contact:** contact@sat-chain.com
🌐 **Website:** https://sat-chain.com

## ⚡ GET STARTED

Install LISA Core free. Export your first conversation in under 60 seconds.

**Your memory. Your data. Your control.**

*Save AI conversations · Export ChatGPT history · Transfer context between AI platforms · Continue conversations across Claude, Gemini, Grok · AI chat backup · Semantic compression · Cross-platform AI memory*

© 2026 SAT-CHAIN LLC