LISA Core - AI Memory Library

Tracking since Apr 9, 2026.

Changelog

• Jun 15, 2026
  description

  🔥 v0.50.1 — Under the Hood 🔥
  Every conversation export is now self-contained. LISA automatically generates an anchor block — a structured context summary covering the session topic, dominant concepts, key entities, and register — and embeds it at the top of every export in all three formats. Long conversations in LISA-V format now include checkpoint blocks every 15 turns, so any AI receiving a truncated file can still reconstruct full context from the nearest checkpoint rather than starting blind. Every export also carries a brief instructions block telling any unfamiliar AI exactly what the file is and how to continue from it.
                                                          🔹🔹🔹
  
  LISA Core — AI Memory, Context Transfer & Conversation Export
  
  Save, export, and transfer your AI conversations across 9 major AI platforms (Incl. 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 by translating human language into machine language, 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.
  
  LISA stands for Linguistic Intelligence Semantic Anchoring — a proprietary methodology developed by SAT-CHAIN LLC that translates human language into machine-executable structured data, resolving ambiguity before AI inference begins.
  
  Built by a professional translator with 25 years of experience across 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 (coming soon feature : Inject) 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                                                            LISA Structured JSON *
  AI must interpret meaning                                           AI receives meaning directly
  Probabilistic parsing                                                    Deterministic execution             
  Context can be lost or misread                                   Context is anchored and explicit
  "I think you meant..."                                                    "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 (including Claude Code (terminal-based coding assistant))
  
  🔜 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 LISA Nexus 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 LISA Nexus 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:
  
  Referential — "it" becomes explicit entities
  Temporal — "later" becomes timestamps
  Priority — implicit importance becomes explicit
  Completion — open loops get explicit state tracking
  Social noise — pleasantries stripped, signal preserved
  Reasoning — the "why" behind decisions captured
  Role — explicit ownership and assignment
  Dependency — linear stream becomes relationship graph
  State — changes become current snapshot
  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 LISA Nexus — the AI governance platform.
  
  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 LISA Nexus 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. Three products. Complete AI governance.
  
  🔹 LISA Core — Capture Layer (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 Nexus — AI Governance Platform (Full Access)
  
  The first consumer AI platform with SAT-CHAIN Lite governance built in — every compression is governance-verified, anchor quality checked, and cryptographically hashed
  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 (Full Access) (Coming soon!)
  
  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
  
  
  🔒 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 LISA Nexus
  ✅ 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 LISA Nexus 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 LISA Nexus")
  
  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
  
  Version 0.50.1
  Manifest
  V3 (latest Chrome standard)
  Methodology
  LISA — Linguistic Intelligence Semantic Anchoring
  Compression
  Semantic anchoring (inference cost reduction)
  Integrity
  SHA-256 per block + Merkle root (LISA-V)
  Governance
  SAT-CHAIN Lite (LISA Nexus)
  Storage
  Chrome Local Storage + optional LISA Nexus sync
  Export formatsJSON / JSONL
  Languages
  EN, FR, ES, DE, AR, ZH, JA, KO, RU, HE (auto-detected)
  Platforms 8 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.
  LISA — Linguistic Intelligence Semantic Anchoring — is the proprietary methodology at the heart of the consumer product suite. Just as a skilled translator stabilizes meaning across languages, LISA stabilizes meaning across AI interfaces.
  
  The consumer suite:
  
  LISA Core — capture your AI conversations, one click, any platform
  LISA Nexus — govern, compress, and report on them, with SAT-CHAIN Lite governance built in
  Inference Shield (Soon!) — protect your IP before it reaches AI
  
  SAT-CHAIN is the enterprise AI governance platform — the full compliance layer for organizations that need provable, auditable AI operations at scale.
  Every other tool saves what was said. LISA saves what was meant.
  📬 Contact: [email protected]
  🌐 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 · LISA Nexus · Inference Shield · SAT-CHAIN
  © 2026 SAT-CHAIN LLC

  🔥  v0.50.2 — Handoff Injection & Cross-Platform Fixes 🔥
  LISA Core now lets you inject saved conversations directly into any AI platform as portable .md handoff files — complete with a SAT-CHAIN Governance Node that ensures the receiving AI reads your context thoroughly, not selectively. Select one or multiple conversations from your library, click 📎, and the file is attached to your active chat — no copy-paste, no reformatting.
                                                          🔹🔹🔹
  
  LISA Core — AI Memory, Context Transfer & Conversation Export
  
  Save, export, and transfer your AI conversations across 9 major AI platforms (Incl. 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 by translating human language into machine language, 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.
  
  LISA stands for Linguistic Intelligence Semantic Anchoring — a proprietary methodology developed by SAT-CHAIN LLC that translates human language into machine-executable structured data, resolving ambiguity before AI inference begins.
  
  Built by a professional translator with 25 years of experience across 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 (coming soon feature : Inject) 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                                                            LISA Structured JSON *
  AI must interpret meaning                                           AI receives meaning directly
  Probabilistic parsing                                                    Deterministic execution             
  Context can be lost or misread                                   Context is anchored and explicit
  "I think you meant..."                                                    "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 (including Claude Code (terminal-based coding assistant))
  
  🔜 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 LISA Nexus 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 LISA Nexus 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:
  
  Referential — "it" becomes explicit entities
  Temporal — "later" becomes timestamps
  Priority — implicit importance becomes explicit
  Completion — open loops get explicit state tracking
  Social noise — pleasantries stripped, signal preserved
  Reasoning — the "why" behind decisions captured
  Role — explicit ownership and assignment
  Dependency — linear stream becomes relationship graph
  State — changes become current snapshot
  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 LISA Nexus — the AI governance platform.
  
  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 LISA Nexus 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. Three products. Complete AI governance.
  
  🔹 LISA Core — Capture Layer (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 Nexus — AI Governance Platform (Full Access)
  
  The first consumer AI platform with SAT-CHAIN Lite governance built in — every compression is governance-verified, anchor quality checked, and cryptographically hashed
  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 (Full Access) (Coming soon!)
  
  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
  
  
  🔒 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 LISA Nexus
  ✅ 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 LISA Nexus 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 LISA Nexus")
  
  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
  
  Version 0.50.2
  Manifest
  V3 (latest Chrome standard)
  Methodology
  LISA — Linguistic Intelligence Semantic Anchoring
  Compression
  Semantic anchoring (inference cost reduction)
  Integrity
  SHA-256 per block + Merkle root (LISA-V)
  Governance
  SAT-CHAIN Lite (LISA Nexus)
  Storage
  Chrome Local Storage + optional LISA Nexus sync
  Export formatsJSON / JSONL
  Languages
  EN, FR, ES, DE, AR, ZH, JA, KO, RU, HE (auto-detected)
  Platforms 8 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.
  LISA — Linguistic Intelligence Semantic Anchoring — is the proprietary methodology at the heart of the consumer product suite. Just as a skilled translator stabilizes meaning across languages, LISA stabilizes meaning across AI interfaces.
  
  The consumer suite:
  
  LISA Core — capture your AI conversations, one click, any platform
  LISA Nexus — govern, compress, and report on them, with SAT-CHAIN Lite governance built in
  Inference Shield (Soon!) — protect your IP before it reaches AI
  
  SAT-CHAIN is the enterprise AI governance platform — the full compliance layer for organizations that need provable, auditable AI operations at scale.
  Every other tool saves what was said. LISA saves what was meant.
  📬 Contact: [email protected]
  🌐 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.
   
  © 2026 SAT-CHAIN LLC

• Jun 4, 2026
  description

  🔥 v0.50.0 — What's New 🔥
  Progressive Capture is here. LISA Core - AI Memory Library now buffers your conversation as it grows — so when platforms like ChatGPT drop old messages from memory to save resources, they're already saved. Export the full conversation, not just the last few visible messages. Tab switching is handled too: the observer pauses when you leave and resumes when you return, with automatic detection of new conversations. All nine platform parsers have been overhauled for consistency and reliability, and exported files now carry the full data structure whether you download directly or from your library. Under the hood, a session lifecycle engine tracks every conversation from first message to handoff.
  
                                                          🔹🔹🔹
  
  LISA Core — AI Memory, Context Transfer & Conversation Export
  
  Save, export, and transfer your AI conversations across 9 major AI platforms (Incl. 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 by translating human language into machine language, 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.
  
  LISA stands for Linguistic Intelligence Semantic Anchoring — a proprietary methodology developed by SAT-CHAIN LLC that translates human language into machine-executable structured data, resolving ambiguity before AI inference begins.
  
  Built by a professional translator with 25 years of experience across 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 (coming soon feature : Inject) 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                                                            LISA Structured JSON *
  AI must interpret meaning                                           AI receives meaning directly
  Probabilistic parsing                                                    Deterministic execution             
  Context can be lost or misread                                   Context is anchored and explicit
  "I think you meant..."                                                    "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 (including Claude Code (terminal-based coding assistant))
  
  🔜 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 LISA Nexus 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 LISA Nexus 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:
  
  Referential — "it" becomes explicit entities
  Temporal — "later" becomes timestamps
  Priority — implicit importance becomes explicit
  Completion — open loops get explicit state tracking
  Social noise — pleasantries stripped, signal preserved
  Reasoning — the "why" behind decisions captured
  Role — explicit ownership and assignment
  Dependency — linear stream becomes relationship graph
  State — changes become current snapshot
  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 LISA Nexus — the AI governance platform.
  
  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 LISA Nexus 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. Three products. Complete AI governance.
  
  🔹 LISA Core — Capture Layer (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 Nexus — AI Governance Platform (Full Access)
  
  The first consumer AI platform with SAT-CHAIN Lite governance built in — every compression is governance-verified, anchor quality checked, and cryptographically hashed
  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 (Full Access) (Coming soon!)
  
  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
  
  
  🔒 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 LISA Nexus
  ✅ 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 LISA Nexus 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 LISA Nexus")
  
  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
  
  Version 0.49.8
  Manifest
  V3 (latest Chrome standard)
  Methodology
  LISA — Linguistic Intelligence Semantic Anchoring
  Compression
  Semantic anchoring (inference cost reduction)
  Integrity
  SHA-256 per block + Merkle root (LISA-V)
  Governance
  SAT-CHAIN Lite (LISA Nexus)
  Storage
  Chrome Local Storage + optional LISA Nexus sync
  Export formatsJSON / JSONL
  Languages
  EN, FR, ES, DE, AR, ZH, JA, KO, RU, HE (auto-detected)
  Platforms 8 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.
  LISA — Linguistic Intelligence Semantic Anchoring — is the proprietary methodology at the heart of the consumer product suite. Just as a skilled translator stabilizes meaning across languages, LISA stabilizes meaning across AI interfaces.
  
  The consumer suite:
  
  LISA Core — capture your AI conversations, one click, any platform
  LISA Nexus — govern, compress, and report on them, with SAT-CHAIN Lite governance built in
  Inference Shield (Soon!) — protect your IP before it reaches AI
  
  SAT-CHAIN is the enterprise AI governance platform — the full compliance layer for organizations that need provable, auditable AI operations at scale.
  Every other tool saves what was said. LISA saves what was meant.
  📬 Contact: [email protected]
  🌐 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 · LISA Nexus · Inference Shield · SAT-CHAIN
  © 2026 SAT-CHAIN LLC

  🔥 v0.50.1 — Under the Hood 🔥
  Every conversation export is now self-contained. LISA automatically generates an anchor block — a structured context summary covering the session topic, dominant concepts, key entities, and register — and embeds it at the top of every export in all three formats. Long conversations in LISA-V format now include checkpoint blocks every 15 turns, so any AI receiving a truncated file can still reconstruct full context from the nearest checkpoint rather than starting blind. Every export also carries a brief instructions block telling any unfamiliar AI exactly what the file is and how to continue from it.
                                                          🔹🔹🔹
  
  LISA Core — AI Memory, Context Transfer & Conversation Export
  
  Save, export, and transfer your AI conversations across 9 major AI platforms (Incl. 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 by translating human language into machine language, 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.
  
  LISA stands for Linguistic Intelligence Semantic Anchoring — a proprietary methodology developed by SAT-CHAIN LLC that translates human language into machine-executable structured data, resolving ambiguity before AI inference begins.
  
  Built by a professional translator with 25 years of experience across 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 (coming soon feature : Inject) 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                                                            LISA Structured JSON *
  AI must interpret meaning                                           AI receives meaning directly
  Probabilistic parsing                                                    Deterministic execution             
  Context can be lost or misread                                   Context is anchored and explicit
  "I think you meant..."                                                    "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 (including Claude Code (terminal-based coding assistant))
  
  🔜 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 LISA Nexus 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 LISA Nexus 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:
  
  Referential — "it" becomes explicit entities
  Temporal — "later" becomes timestamps
  Priority — implicit importance becomes explicit
  Completion — open loops get explicit state tracking
  Social noise — pleasantries stripped, signal preserved
  Reasoning — the "why" behind decisions captured
  Role — explicit ownership and assignment
  Dependency — linear stream becomes relationship graph
  State — changes become current snapshot
  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 LISA Nexus — the AI governance platform.
  
  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 LISA Nexus 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. Three products. Complete AI governance.
  
  🔹 LISA Core — Capture Layer (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 Nexus — AI Governance Platform (Full Access)
  
  The first consumer AI platform with SAT-CHAIN Lite governance built in — every compression is governance-verified, anchor quality checked, and cryptographically hashed
  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 (Full Access) (Coming soon!)
  
  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
  
  
  🔒 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 LISA Nexus
  ✅ 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 LISA Nexus 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 LISA Nexus")
  
  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
  
  Version 0.50.1
  Manifest
  V3 (latest Chrome standard)
  Methodology
  LISA — Linguistic Intelligence Semantic Anchoring
  Compression
  Semantic anchoring (inference cost reduction)
  Integrity
  SHA-256 per block + Merkle root (LISA-V)
  Governance
  SAT-CHAIN Lite (LISA Nexus)
  Storage
  Chrome Local Storage + optional LISA Nexus sync
  Export formatsJSON / JSONL
  Languages
  EN, FR, ES, DE, AR, ZH, JA, KO, RU, HE (auto-detected)
  Platforms 8 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.
  LISA — Linguistic Intelligence Semantic Anchoring — is the proprietary methodology at the heart of the consumer product suite. Just as a skilled translator stabilizes meaning across languages, LISA stabilizes meaning across AI interfaces.
  
  The consumer suite:
  
  LISA Core — capture your AI conversations, one click, any platform
  LISA Nexus — govern, compress, and report on them, with SAT-CHAIN Lite governance built in
  Inference Shield (Soon!) — protect your IP before it reaches AI
  
  SAT-CHAIN is the enterprise AI governance platform — the full compliance layer for organizations that need provable, auditable AI operations at scale.
  Every other tool saves what was said. LISA saves what was meant.
  📬 Contact: [email protected]
  🌐 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 · LISA Nexus · Inference Shield · SAT-CHAIN
  © 2026 SAT-CHAIN LLC

• May 30, 2026
  description

  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:** [email protected]
  🌐 **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

  🔥 v0.50.0 — What's New 🔥
  Progressive Capture is here. LISA Core - AI Memory Library now buffers your conversation as it grows — so when platforms like ChatGPT drop old messages from memory to save resources, they're already saved. Export the full conversation, not just the last few visible messages. Tab switching is handled too: the observer pauses when you leave and resumes when you return, with automatic detection of new conversations. All nine platform parsers have been overhauled for consistency and reliability, and exported files now carry the full data structure whether you download directly or from your library. Under the hood, a session lifecycle engine tracks every conversation from first message to handoff.
  
                                                          🔹🔹🔹
  
  LISA Core — AI Memory, Context Transfer & Conversation Export
  
  Save, export, and transfer your AI conversations across 9 major AI platforms (Incl. 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 by translating human language into machine language, 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.
  
  LISA stands for Linguistic Intelligence Semantic Anchoring — a proprietary methodology developed by SAT-CHAIN LLC that translates human language into machine-executable structured data, resolving ambiguity before AI inference begins.
  
  Built by a professional translator with 25 years of experience across 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 (coming soon feature : Inject) 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                                                            LISA Structured JSON *
  AI must interpret meaning                                           AI receives meaning directly
  Probabilistic parsing                                                    Deterministic execution             
  Context can be lost or misread                                   Context is anchored and explicit
  "I think you meant..."                                                    "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 (including Claude Code (terminal-based coding assistant))
  
  🔜 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 LISA Nexus 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 LISA Nexus 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:
  
  Referential — "it" becomes explicit entities
  Temporal — "later" becomes timestamps
  Priority — implicit importance becomes explicit
  Completion — open loops get explicit state tracking
  Social noise — pleasantries stripped, signal preserved
  Reasoning — the "why" behind decisions captured
  Role — explicit ownership and assignment
  Dependency — linear stream becomes relationship graph
  State — changes become current snapshot
  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 LISA Nexus — the AI governance platform.
  
  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 LISA Nexus 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. Three products. Complete AI governance.
  
  🔹 LISA Core — Capture Layer (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 Nexus — AI Governance Platform (Full Access)
  
  The first consumer AI platform with SAT-CHAIN Lite governance built in — every compression is governance-verified, anchor quality checked, and cryptographically hashed
  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 (Full Access) (Coming soon!)
  
  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
  
  
  🔒 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 LISA Nexus
  ✅ 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 LISA Nexus 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 LISA Nexus")
  
  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
  
  Version 0.49.8
  Manifest
  V3 (latest Chrome standard)
  Methodology
  LISA — Linguistic Intelligence Semantic Anchoring
  Compression
  Semantic anchoring (inference cost reduction)
  Integrity
  SHA-256 per block + Merkle root (LISA-V)
  Governance
  SAT-CHAIN Lite (LISA Nexus)
  Storage
  Chrome Local Storage + optional LISA Nexus sync
  Export formatsJSON / JSONL
  Languages
  EN, FR, ES, DE, AR, ZH, JA, KO, RU, HE (auto-detected)
  Platforms 8 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.
  LISA — Linguistic Intelligence Semantic Anchoring — is the proprietary methodology at the heart of the consumer product suite. Just as a skilled translator stabilizes meaning across languages, LISA stabilizes meaning across AI interfaces.
  
  The consumer suite:
  
  LISA Core — capture your AI conversations, one click, any platform
  LISA Nexus — govern, compress, and report on them, with SAT-CHAIN Lite governance built in
  Inference Shield (Soon!) — protect your IP before it reaches AI
  
  SAT-CHAIN is the enterprise AI governance platform — the full compliance layer for organizations that need provable, auditable AI operations at scale.
  Every other tool saves what was said. LISA saves what was meant.
  📬 Contact: [email protected]
  🌐 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 · LISA Nexus · Inference Shield · SAT-CHAIN
  © 2026 SAT-CHAIN LLC

• May 25, 2026
  description

  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
  
  | **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 incl. 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:** [email protected]
  🌐 **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

  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:** [email protected]
  🌐 **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

• May 21, 2026
  description

  🆕 v0.49.5 — Export Quality & Stability
  
  Cleaner exports: UI labels, timestamps, and tool-use noise stripped from all export formats (LISA-V, Raw JSON)
  No duplicate messages, fixed repeated content in Claude conversation exports
  Smarter semantic anchors: only meaningful signals captured, not every line of text
  Honest metrics,  inference pre-resolution % now reflects real data, not estimates
  Ghost auto-save fixed: sporadic save prompts on tab close eliminated
  Daily limit naming, internal cleanup aligning code with actual behavior
                                                                       
                                                                         🔹🔹🔹
  
  Our AI Memory Library tool, Lisa Core, is all about semantic translation and memory library  for AI conversations.
  
  Export from 9 platforms. One subscription unlocks LISA Core + Web App + (coming soon) Inference Shield.
  
  ✨AI Memory Library – LISA Core
  Your AI Conversations. Your Data. Your Control.
  
  What is LISA Core?
  LISA (Language Intelligence Semantic Anchoring) is a privacy-first browser extension that translates your AI conversations into machine-executable structured data.
  
  Just as a professional translator preserves meaning across languages, LISA preserves meaning across the human–AI boundary.
  
  The result: Any AI that reads a LISA file doesn't interpret — it executes. Every entity resolved. Every ambiguity eliminated. Every task tracked.
  
  Your conversations never leave your browser. Zero cloud processing. 100% local.
  
  ✨The Problem We Solve
  Your AI conversations are trapped — and misunderstood.
  
  ChatGPT won't let you continue in Claude
  
  Gemini doesn't know what you discussed in Grok
  
  Every platform locks your data in their silo
  
  When you paste raw conversation into a new AI, it parses, infers, and guesses — wasting compute on figuring out what you meant instead of acting on it
  
  You created that knowledge. You should own it — in a format machines can execute, not just read.
  
  ✨ The LISA Core Solution
  LISA Core as your Ai memory library extracts your conversations and translates them into portable, semantically structured files that work across ANY AI platform.
  
  Upload a LISA file to any AI platform once you saved from the supported AI platforms and instantly restore your full context with zero ambiguity.
  
  One conversation. Every platform. Forever yours.
  
  🧠 Why Structured Semantic Data?
  
              Raw Text	                   VS         LISA Output
  AI must interpret meaning	   VS         AI receives meaning directly
  Probabilistic parsing	           VS         Deterministic execution
  Context can be lost	           VS         Context is anchored and explicit
  "I think you meant…"	           VS         "Executing SA001: security…"
  
  LISA translates your conversations from human language into machine language.
  
  Semantic Anchors (SA001…) — Topics the AI must address
  
  Action Vectors (AV001…) — Tasks the AI must track
  
  Reconstruction Protocol — How to rebuild context
  
  Meaning is fragile. Structure preserves it.
  
  🌐 Supported Platforms (9 total)
  
  🔜 Coming soon: Ollama local model support
  
  🚀 Key Features
  📤 One-Click Export
  Detects which AI platform you're using and extracts all messages with a single click.
  
  🌍 Multilingual Support
  Auto-detects English, French, Spanish, German, Arabic, Chinese, Japanese, Korean, Russian, Hebrew — with RTL support for Arabic/Hebrew.
  
  🔬 Semantic Enrichment
  LISA Core as you AI memory library doesn't just capture text — it translates structure into machine-executable format:
  
  Semantic Anchors (SA001…) with severity tags
  
  Action Vectors (AV001…) — extracted commands and tasks
  
  File detection and Git reference tracking
  
  Relationship mapping (API calls, imports, commit-to-file, branch-to-commit)
  
  🧩 10-Category Ambiguity Resolution
  What LISA Core does:
  Scans your conversation and identifies 10 types of ambiguity, tagging them for resolution:
  
  Referential · Temporal · Priority · Completion · Social noise · Reasoning · Role · Dependency · State · Relevance
  
  What the LISA Web App adds:
  When you send a conversation through the Web App's semantic translation pipeline, ambiguity is resolved – pronouns become entities, "later" becomes timestamps, decisions are extracted as anchors. The output is machine‑ready, not just tagged.
  
  What Inference Shield will add (coming soon):
  Explicit, verifiable disambiguation with audit trails – for compliance, IP protection, and enterprise use.
  
  🖥️ Claude Code Support
  Full extraction from terminal-based coding sessions — task summaries, code blocks, development context.
  
  ✂️ Selection Export
  Select specific text, right-click, and export just what you need.
  
  🧠 Backend Semantic Translation (80:1 to 100:1)
  When processed through the LISA Web App, a 60,000-word conversation translates into ~700 semantic anchors. The file is smaller because ambiguity, redundancy, and noise are resolved — not because content is cut.
  
  🧩 Three outputs in JSON and JSONL (if your AI model doesn't accept JSONL, simply rename the file extension to .json — it will upload and parse correctly)
  
  
  🗜️ LISA JSON (Semantic) — Enriched export processed by LISA's semantic engine. Each message is analyzed for entities, concepts, relationships, and intent — pre-resolving ambiguity before 
  
  
  💾 Floating Save Button
  Two capture modes:
  
  📄 Raw JSON — Full verbatim transcript, unprocessed. Every message as plain text. Use this for archiving, compliance records, or feeding into the LISA Web App for report generation.
  
  📝LISA-V (Verbatim+) — Block-level JSONL that separates prose from code, assigns SHA-256 hashes to every code block, builds a Merkle root for tamper-proof integrity, and tracks open vs. resolved tasks. The most complete format for seamless session handoff to a fresh AI instance.
  
  📚 Local Library
  All conversations organized locally. Browse, search, manage. Never lose an important conversation.
  
  🔐 LISA Hash (Premium)
  SHA-256 cryptographic verification — perfect for legal documentation, research records, compliance.
  
  🕒 Version History
  Git-style versioning. Compare changes, restore earlier versions, track evolution.
  
  📖 How to Use
  1. Capture — Floating LISA button or popup "Export Conversation"
  
  LISA Raw (JSON) — for archiving & reports
  
  LISA-V (JSONL) — for AI handoffs & context transfer
  
  Or right‑click selected text → "Export to LISA"
  
  2. Save — Download or save to your local library
  
  3. Continue Anywhere — Upload to any AI and say:
  "Read this and continue our conversation"
  
  Platform‑independent AI memory.
  
  💡 Use Cases
  Developers — Save coding sessions, transfer context between AI assistants, document decisions. LISA-V preserves open vs. resolved tasks so the next AI instance knows exactly where you left off.
  
  Researchers — Cryptographic verification via Merkle root, audit trails, shareable records with tamper‑proof integrity.
  
  Professionals — Client documentation, compliance records, team context sharing. Generate Summary, Detailed, Executive, or Technical reports via the Web App.
  
  Translators & Multilingual Users — Auto-detection across 9 languages. Conversations in French, Arabic, German, Spanish, Chinese, Japanese, Korean, Russian are tagged and handled correctly.
  
  Students — Study sessions, learning continuity, personal knowledge library.
  
  Anyone Leaving ChatGPT — Take your conversation history with you. Your data is yours.
  
  💰 Pricing — One Subscription, Full Suite
  Free Tier
  
  5 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
  
  Premium — $19/month (or $79/year — Save $149!)
  
  What you get — the complete LISA suite:
  
  🔹 LISA Core Extension (Unlimited)
  
  Unlimited exports · Unlimited LISA-V/Raw JSON saves
  
  LISA Hash cryptographic verification
  
  Priority support · Advanced features
  
  🔹 LISA Web App (Full Access)
  
  Link : https://lisa-web-backend-production.up.railway.app/landing
  
  Report generation (Summary, Detailed, Executive, Technical) with cryptographic audit trails
  
  Cloud library & share links — sync across devices, share with team
  
  Up to 12 semantic anchors — higher fidelity translation
  
  Extended context windows · Priority AI processing
  
  🔹 Inference Shield (IP Protection) — Coming soon
  
  3‑stage semantic obfuscation — sanitize sensitive data before sharing with AI
  
  Risk score analysis — identify potential IP leakage
  
  Safe-for-publication exports — share context without exposing proprietary information
  
  Adversarial AI pipeline — advanced protection for enterprise use
  
  All three products. One subscription. Complete AI governance.
  
  🔒 Privacy First
  We can't see your data because we never receive it.
  
  ✅ 100% local processing in your browser
  ✅ Zero server uploads (unless you explicitly sync to Web App)
  ✅ No tracking, no analytics on your content
  ✅ Your conversations stay on YOUR device
  ✅ Open, portable JSON/JSONL format — no vendor lock‑in
  
  What we DO store (optional Web App sync):
  License keys (hashed with bcrypt) · Usage counters · Anchor certificates (SHA‑256 hashes, NOT your content) · Snapshot metadata (if you choose "Send to App")
  
  What we DO NOT store:
  ❌ Your original conversation text
  ❌ Your uploaded documents
  ❌ Your LISA JSON exports
  ❌ Any AI provider API responses
  
  In a world where AI companies harvest your conversations, LISA gives you control.
  
   Technical Specs
  Version: 0.49.5
  Manifest: V3
  Core Technology: Semantic translation with 10‑category ambiguity resolution
  Backend Translation: 80:1 to 100:1 semantic anchor generation
  Client-Side Enrichment: Entity extraction, concept weighting, relationship mapping, intent classification
  Hash: SHA‑256 (Premium) + Merkle root (LISA‑V)
  Storage: Chrome Local Storage
  Formats: JSON / JSONL
  Languages: EN, FR, ES, DE, AR, ZH, JA, KO, RU, HE (auto‑detected)
  
  Result: 95% of AI compute goes to reasoning, not 40% to resolving ambiguity.
  
  🏢 About
  Built by SAT-CHAIN LLC. Founded by Amar Dahmani, a professional translator with 25 years of experience who understands that meaning is fragile.
  
  LISA applies the principles of professional translation to the human‑AI boundary: just as a skilled translator stabilizes meaning across languages, LISA stabilizes meaning across AI interfaces.
  
  Every other tool saves what was said. LISA saves what was meant.
  
  📬 Contact: [email protected]
  🌐 Website: https://sat-chain.com
  
  ⚡ Get Started
  Install LISA Core and own your AI conversations.
  
  Your memory. Your data. Your control.
  
  © 2026 SAT-CHAIN LLC

  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
  
  | **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 incl. 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:** [email protected]
  🌐 **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

• May 21, 2026
  short_description

  Semantic compression for AI conversations. Export from 9 AI platforms. Premium features incl. cloud sync and integrity verification.

  Semantic compression for AI conversations. Export from 8 AI platforms. Premium features incl. cloud sync and integrity verification.

• May 21, 2026
  permissions

  storage, unlimitedStorage, activeTab, scripting, downloads, contextMenus, notifications

  storage, unlimitedStorage, activeTab, scripting, downloads, contextMenus, notifications, identity

• Apr 30, 2026
  description

  Semantic translation and memory library  for AI conversations.
  
  Export from 9 platforms. One subscription unlocks LISA Core + Web App + (coming soon) Inference Shield.
  
  ✨AI Memory Library – LISA Core
  Your AI Conversations. Your Data. Your Control.
  
  What is LISA Core?
  LISA (Language Intelligence Semantic Anchoring) is a privacy-first browser extension that translates your AI conversations into machine-executable structured data.
  
  Just as a professional translator preserves meaning across languages, LISA preserves meaning across the human–AI boundary.
  
  The result: Any AI that reads a LISA file doesn't interpret — it executes. Every entity resolved. Every ambiguity eliminated. Every task tracked.
  
  Your conversations never leave your browser. Zero cloud processing. 100% local.
  
  ✨The Problem We Solve
  Your AI conversations are trapped — and misunderstood.
  
  ChatGPT won't let you continue in Claude
  
  Gemini doesn't know what you discussed in Grok
  
  Every platform locks your data in their silo
  
  When you paste raw conversation into a new AI, it parses, infers, and guesses — wasting compute on figuring out what you meant instead of acting on it
  
  You created that knowledge. You should own it — in a format machines can execute, not just read.
  
  ✨ The LISA Core Solution
  LISA Core as your Ai memory library extracts your conversations and translates them into portable, semantically structured files that work across ANY AI platform.
  
  Upload a LISA file to any AI platform once you saved from the supported AI platforms and instantly restore your full context with zero ambiguity.
  
  One conversation. Every platform. Forever yours.
  
  🧠 Why Structured Semantic Data?
  
              Raw Text	                   VS         LISA Output
  AI must interpret meaning	   VS         AI receives meaning directly
  Probabilistic parsing	           VS         Deterministic execution
  Context can be lost	           VS         Context is anchored and explicit
  "I think you meant…"	           VS         "Executing SA001: security…"
  
  LISA translates your conversations from human language into machine language.
  
  Semantic Anchors (SA001…) — Topics the AI must address
  
  Action Vectors (AV001…) — Tasks the AI must track
  
  Reconstruction Protocol — How to rebuild context
  
  Meaning is fragile. Structure preserves it.
  
  🌐 Supported Platforms (9 total)
  
  🔜 Coming soon: Ollama local model support
  
  🚀 Key Features
  📤 One-Click Export
  Detects which AI platform you're using and extracts all messages with a single click.
  
  🌍 Multilingual Support
  Auto-detects English, French, Spanish, German, Arabic, Chinese, Japanese, Korean, Russian, Hebrew — with RTL support for Arabic/Hebrew.
  
  🔬 Semantic Enrichment
  LISA Core as you AI memory library doesn't just capture text — it translates structure into machine-executable format:
  
  Semantic Anchors (SA001…) with severity tags
  
  Action Vectors (AV001…) — extracted commands and tasks
  
  File detection and Git reference tracking
  
  Relationship mapping (API calls, imports, commit-to-file, branch-to-commit)
  
  🧩 10-Category Ambiguity Resolution
  What LISA Core (extension) does:
  Scans your conversation and identifies 10 types of ambiguity, tagging them for resolution:
  
  Referential · Temporal · Priority · Completion · Social noise · Reasoning · Role · Dependency · State · Relevance
  
  What the LISA Web App adds:
  When you send a conversation through the Web App's semantic translation pipeline, ambiguity is resolved – pronouns become entities, "later" becomes timestamps, decisions are extracted as anchors. The output is machine‑ready, not just tagged.
  
  What Inference Shield will add (coming soon):
  Explicit, verifiable disambiguation with audit trails – for compliance, IP protection, and enterprise use.
  
  🖥️ Claude Code Support
  Full extraction from terminal-based coding sessions — task summaries, code blocks, development context.
  
  ✂️ Selection Export
  Select specific text, right-click, and export just what you need.
  
  🗜️ Backend Semantic Translation (80:1 to 100:1)
  When processed through the LISA Web App, a 60,000-word conversation translates into ~700 semantic anchors. The file is smaller because ambiguity, redundancy, and noise are resolved — not because content is cut.
  
  💾 Floating Save Button
  Two capture modes:
  
  Raw JSON — Uncompressed for archiving and app reports
  
  LISA-V (Verbatim) — Block-level JSONL with SHA-256 hashes + Merkle root for tamper-proof integrity. Separates text from code, tracks open vs. resolved tasks for seamless AI context transfer.
  
  📚 Local Library
  All conversations organized locally. Browse, search, manage. Never lose an important conversation.
  
  🔐 LISA Hash (Premium)
  SHA-256 cryptographic verification — perfect for legal documentation, research records, compliance.
  
  🕒 Version History
  Git-style versioning. Compare changes, restore earlier versions, track evolution.
  
  📖 How to Use
  1. Capture — Floating LISA button or popup "Export Conversation"
  
  LISA Raw (JSON) — for archiving & reports
  
  LISA-V (JSONL) — for AI handoffs & context transfer
  
  Or right‑click selected text → "Export to LISA"
  
  2. Save — Download or save to your local library
  
  3. Continue Anywhere — Upload to any AI and say:
  "Read this and continue our conversation"
  
  Platform‑independent AI memory.
  
  💡 Use Cases
  Developers — Save coding sessions, transfer context between AI assistants, document decisions. LISA-V preserves open vs. resolved tasks so the next AI instance knows exactly where you left off.
  
  Researchers — Cryptographic verification via Merkle root, audit trails, shareable records with tamper‑proof integrity.
  
  Professionals — Client documentation, compliance records, team context sharing. Generate Summary, Detailed, Executive, or Technical reports via the Web App.
  
  Translators & Multilingual Users — Auto-detection across 10 languages. Conversations in French, Arabic, German, Spanish, Chinese, Japanese, Korean, Russian, Hebrew are tagged and handled correctly.
  
  Students — Study sessions, learning continuity, personal knowledge library.
  
  Anyone Leaving ChatGPT — Take your conversation history with you. Your data is yours.
  
  💰 Pricing — One Subscription, Full Suite
  Free Tier
  
  5 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
  
  Premium — $19/month (or $79/year — Save $149!)
  
  What you get — the complete LISA suite:
  
  🔹 LISA Core Extension (Unlimited)
  
  Unlimited exports · Unlimited LISA-V/Raw JSON saves
  
  LISA Hash cryptographic verification
  
  Priority support · Advanced features
  
  🔹 LISA Web App (Full Access)
  
  Link : https://lisa-web-backend-production.up.railway.app/landing
  
  Report generation (Summary, Detailed, Executive, Technical) with cryptographic audit trails
  
  Cloud library & share links — sync across devices, share with team
  
  Up to 12 semantic anchors — higher fidelity translation
  
  Extended context windows · Priority AI processing
  
  🔹 Inference Shield (IP Protection) — Coming soon
  
  3‑stage semantic obfuscation — sanitize sensitive data before sharing with AI
  
  Risk score analysis — identify potential IP leakage
  
  Safe-for-publication exports — share context without exposing proprietary information
  
  Adversarial AI pipeline — advanced protection for enterprise use
  
  All three products. One subscription. Complete AI governance.
  
  🔒 Privacy First
  We can't see your data because we never receive it.
  
  ✅ 100% local processing in your browser
  ✅ Zero server uploads (unless you explicitly sync to Web App)
  ✅ No tracking, no analytics on your content
  ✅ Your conversations stay on YOUR device
  ✅ Open, portable JSON/JSONL format — no vendor lock‑in
  
  What we DO store (optional Web App sync):
  License keys (hashed with bcrypt) · Usage counters · Anchor certificates (SHA‑256 hashes, NOT your content) · Snapshot metadata (if you choose "Send to App")
  
  What we DO NOT store:
  ❌ Your original conversation text
  ❌ Your uploaded documents
  ❌ Your LISA JSON exports
  ❌ Any AI provider API responses
  
  In a world where AI companies harvest your conversations, LISA gives you control.
  
   Technical Specs
  Version: 0.49.4
  Manifest: V3
  Core Technology: Semantic translation with 10‑category ambiguity resolution
  Backend Translation: 80:1 to 100:1 semantic anchor generation
  Client-Side Enrichment: Entity extraction, concept weighting, relationship mapping, intent classification
  Hash: SHA‑256 (Premium) + Merkle root (LISA‑V)
  Storage: Chrome Local Storage
  Formats: JSON / JSONL
  Languages: EN, FR, ES, DE, AR, ZH, JA, KO, RU, HE (auto‑detected)
  
  Result: 95% of AI compute goes to reasoning, not 40% to resolving ambiguity.
  
  🏢 About
  Built by SAT-CHAIN LLC. Founded by Amar Dahmani, a professional translator with 25 years of experience who understands that meaning is fragile.
  
  LISA applies the principles of professional translation to the human‑AI boundary: just as a skilled translator stabilizes meaning across languages, LISA stabilizes meaning across AI interfaces.
  
  Every other tool saves what was said. LISA saves what was meant.
  
  📬 Contact: [email protected]
  🌐 Website: https://sat-chain.com
  
  ⚡ Get Started
  Install LISA Core and own your AI conversations.
  
  Your memory. Your data. Your control.
  
  © 2026 SAT-CHAIN LLC

  🆕 v0.49.5 — Export Quality & Stability
  
  Cleaner exports: UI labels, timestamps, and tool-use noise stripped from all export formats (LISA-V, Raw JSON)
  No duplicate messages, fixed repeated content in Claude conversation exports
  Smarter semantic anchors: only meaningful signals captured, not every line of text
  Honest metrics,  inference pre-resolution % now reflects real data, not estimates
  Ghost auto-save fixed: sporadic save prompts on tab close eliminated
  Daily limit naming, internal cleanup aligning code with actual behavior
                                                                       
                                                                         🔹🔹🔹
  
  Our AI Memory Library tool, Lisa Core, is all about semantic translation and memory library  for AI conversations.
  
  Export from 9 platforms. One subscription unlocks LISA Core + Web App + (coming soon) Inference Shield.
  
  ✨AI Memory Library – LISA Core
  Your AI Conversations. Your Data. Your Control.
  
  What is LISA Core?
  LISA (Language Intelligence Semantic Anchoring) is a privacy-first browser extension that translates your AI conversations into machine-executable structured data.
  
  Just as a professional translator preserves meaning across languages, LISA preserves meaning across the human–AI boundary.
  
  The result: Any AI that reads a LISA file doesn't interpret — it executes. Every entity resolved. Every ambiguity eliminated. Every task tracked.
  
  Your conversations never leave your browser. Zero cloud processing. 100% local.
  
  ✨The Problem We Solve
  Your AI conversations are trapped — and misunderstood.
  
  ChatGPT won't let you continue in Claude
  
  Gemini doesn't know what you discussed in Grok
  
  Every platform locks your data in their silo
  
  When you paste raw conversation into a new AI, it parses, infers, and guesses — wasting compute on figuring out what you meant instead of acting on it
  
  You created that knowledge. You should own it — in a format machines can execute, not just read.
  
  ✨ The LISA Core Solution
  LISA Core as your Ai memory library extracts your conversations and translates them into portable, semantically structured files that work across ANY AI platform.
  
  Upload a LISA file to any AI platform once you saved from the supported AI platforms and instantly restore your full context with zero ambiguity.
  
  One conversation. Every platform. Forever yours.
  
  🧠 Why Structured Semantic Data?
  
              Raw Text	                   VS         LISA Output
  AI must interpret meaning	   VS         AI receives meaning directly
  Probabilistic parsing	           VS         Deterministic execution
  Context can be lost	           VS         Context is anchored and explicit
  "I think you meant…"	           VS         "Executing SA001: security…"
  
  LISA translates your conversations from human language into machine language.
  
  Semantic Anchors (SA001…) — Topics the AI must address
  
  Action Vectors (AV001…) — Tasks the AI must track
  
  Reconstruction Protocol — How to rebuild context
  
  Meaning is fragile. Structure preserves it.
  
  🌐 Supported Platforms (9 total)
  
  🔜 Coming soon: Ollama local model support
  
  🚀 Key Features
  📤 One-Click Export
  Detects which AI platform you're using and extracts all messages with a single click.
  
  🌍 Multilingual Support
  Auto-detects English, French, Spanish, German, Arabic, Chinese, Japanese, Korean, Russian, Hebrew — with RTL support for Arabic/Hebrew.
  
  🔬 Semantic Enrichment
  LISA Core as you AI memory library doesn't just capture text — it translates structure into machine-executable format:
  
  Semantic Anchors (SA001…) with severity tags
  
  Action Vectors (AV001…) — extracted commands and tasks
  
  File detection and Git reference tracking
  
  Relationship mapping (API calls, imports, commit-to-file, branch-to-commit)
  
  🧩 10-Category Ambiguity Resolution
  What LISA Core does:
  Scans your conversation and identifies 10 types of ambiguity, tagging them for resolution:
  
  Referential · Temporal · Priority · Completion · Social noise · Reasoning · Role · Dependency · State · Relevance
  
  What the LISA Web App adds:
  When you send a conversation through the Web App's semantic translation pipeline, ambiguity is resolved – pronouns become entities, "later" becomes timestamps, decisions are extracted as anchors. The output is machine‑ready, not just tagged.
  
  What Inference Shield will add (coming soon):
  Explicit, verifiable disambiguation with audit trails – for compliance, IP protection, and enterprise use.
  
  🖥️ Claude Code Support
  Full extraction from terminal-based coding sessions — task summaries, code blocks, development context.
  
  ✂️ Selection Export
  Select specific text, right-click, and export just what you need.
  
  🧠 Backend Semantic Translation (80:1 to 100:1)
  When processed through the LISA Web App, a 60,000-word conversation translates into ~700 semantic anchors. The file is smaller because ambiguity, redundancy, and noise are resolved — not because content is cut.
  
  🧩 Three outputs in JSON and JSONL (if your AI model doesn't accept JSONL, simply rename the file extension to .json — it will upload and parse correctly)
  
  
  🗜️ LISA JSON (Semantic) — Enriched export processed by LISA's semantic engine. Each message is analyzed for entities, concepts, relationships, and intent — pre-resolving ambiguity before 
  
  
  💾 Floating Save Button
  Two capture modes:
  
  📄 Raw JSON — Full verbatim transcript, unprocessed. Every message as plain text. Use this for archiving, compliance records, or feeding into the LISA Web App for report generation.
  
  📝LISA-V (Verbatim+) — Block-level JSONL that separates prose from code, assigns SHA-256 hashes to every code block, builds a Merkle root for tamper-proof integrity, and tracks open vs. resolved tasks. The most complete format for seamless session handoff to a fresh AI instance.
  
  📚 Local Library
  All conversations organized locally. Browse, search, manage. Never lose an important conversation.
  
  🔐 LISA Hash (Premium)
  SHA-256 cryptographic verification — perfect for legal documentation, research records, compliance.
  
  🕒 Version History
  Git-style versioning. Compare changes, restore earlier versions, track evolution.
  
  📖 How to Use
  1. Capture — Floating LISA button or popup "Export Conversation"
  
  LISA Raw (JSON) — for archiving & reports
  
  LISA-V (JSONL) — for AI handoffs & context transfer
  
  Or right‑click selected text → "Export to LISA"
  
  2. Save — Download or save to your local library
  
  3. Continue Anywhere — Upload to any AI and say:
  "Read this and continue our conversation"
  
  Platform‑independent AI memory.
  
  💡 Use Cases
  Developers — Save coding sessions, transfer context between AI assistants, document decisions. LISA-V preserves open vs. resolved tasks so the next AI instance knows exactly where you left off.
  
  Researchers — Cryptographic verification via Merkle root, audit trails, shareable records with tamper‑proof integrity.
  
  Professionals — Client documentation, compliance records, team context sharing. Generate Summary, Detailed, Executive, or Technical reports via the Web App.
  
  Translators & Multilingual Users — Auto-detection across 9 languages. Conversations in French, Arabic, German, Spanish, Chinese, Japanese, Korean, Russian are tagged and handled correctly.
  
  Students — Study sessions, learning continuity, personal knowledge library.
  
  Anyone Leaving ChatGPT — Take your conversation history with you. Your data is yours.
  
  💰 Pricing — One Subscription, Full Suite
  Free Tier
  
  5 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
  
  Premium — $19/month (or $79/year — Save $149!)
  
  What you get — the complete LISA suite:
  
  🔹 LISA Core Extension (Unlimited)
  
  Unlimited exports · Unlimited LISA-V/Raw JSON saves
  
  LISA Hash cryptographic verification
  
  Priority support · Advanced features
  
  🔹 LISA Web App (Full Access)
  
  Link : https://lisa-web-backend-production.up.railway.app/landing
  
  Report generation (Summary, Detailed, Executive, Technical) with cryptographic audit trails
  
  Cloud library & share links — sync across devices, share with team
  
  Up to 12 semantic anchors — higher fidelity translation
  
  Extended context windows · Priority AI processing
  
  🔹 Inference Shield (IP Protection) — Coming soon
  
  3‑stage semantic obfuscation — sanitize sensitive data before sharing with AI
  
  Risk score analysis — identify potential IP leakage
  
  Safe-for-publication exports — share context without exposing proprietary information
  
  Adversarial AI pipeline — advanced protection for enterprise use
  
  All three products. One subscription. Complete AI governance.
  
  🔒 Privacy First
  We can't see your data because we never receive it.
  
  ✅ 100% local processing in your browser
  ✅ Zero server uploads (unless you explicitly sync to Web App)
  ✅ No tracking, no analytics on your content
  ✅ Your conversations stay on YOUR device
  ✅ Open, portable JSON/JSONL format — no vendor lock‑in
  
  What we DO store (optional Web App sync):
  License keys (hashed with bcrypt) · Usage counters · Anchor certificates (SHA‑256 hashes, NOT your content) · Snapshot metadata (if you choose "Send to App")
  
  What we DO NOT store:
  ❌ Your original conversation text
  ❌ Your uploaded documents
  ❌ Your LISA JSON exports
  ❌ Any AI provider API responses
  
  In a world where AI companies harvest your conversations, LISA gives you control.
  
   Technical Specs
  Version: 0.49.5
  Manifest: V3
  Core Technology: Semantic translation with 10‑category ambiguity resolution
  Backend Translation: 80:1 to 100:1 semantic anchor generation
  Client-Side Enrichment: Entity extraction, concept weighting, relationship mapping, intent classification
  Hash: SHA‑256 (Premium) + Merkle root (LISA‑V)
  Storage: Chrome Local Storage
  Formats: JSON / JSONL
  Languages: EN, FR, ES, DE, AR, ZH, JA, KO, RU, HE (auto‑detected)
  
  Result: 95% of AI compute goes to reasoning, not 40% to resolving ambiguity.
  
  🏢 About
  Built by SAT-CHAIN LLC. Founded by Amar Dahmani, a professional translator with 25 years of experience who understands that meaning is fragile.
  
  LISA applies the principles of professional translation to the human‑AI boundary: just as a skilled translator stabilizes meaning across languages, LISA stabilizes meaning across AI interfaces.
  
  Every other tool saves what was said. LISA saves what was meant.
  
  📬 Contact: [email protected]
  🌐 Website: https://sat-chain.com
  
  ⚡ Get Started
  Install LISA Core and own your AI conversations.
  
  Your memory. Your data. Your control.
  
  © 2026 SAT-CHAIN LLC

• Apr 30, 2026
  short_description

  Semantic compression for AI conversations. Export from 8 AI platforms. Premium features incl. cloud sync and integrity verification.

  Semantic compression for AI conversations. Export from 9 AI platforms. Premium features incl. cloud sync and integrity verification.

• Apr 25, 2026
  description

  Semantic compression for AI conversations. Export from 9 AI platforms. Premium subscription unlocks full LISA suite: Extension + Web App + (Soon) Inference Shield.
  
  LISA Core - AI Memory Library
  Your AI Conversations. Your Data. Your Control.
  
  🎯 WHAT IS LISA CORE?
  LISA (Language Intelligence Semantic Anchoring) is a privacy-first browser extension that captures, compresses, and preserves your AI conversations across all major platforms.
  Using advanced semantic compression technology, LISA achieves 80:1 to 100:1 compression ratios while maintaining complete meaning and context.
  Your conversations never leave your browser. Zero cloud processing. 100% local.
  
  🔥 THE PROBLEM WE SOLVE
  Your AI conversations are trapped.
  
  • ChatGPT won't let you continue in Claude
  • Gemini doesn't know what you discussed in Grok
  • Every platform locks your data in their silo
  • No portability. No backup. No ownership.
  
  You created that knowledge. You should own it.
  
  ✨ THE LISA SOLUTION
  LISA extracts your conversations into portable JSON files that work across ANY AI platform. Upload a LISA JSON to Claude, ChatGPT, Gemini, or any AI assistant and instantly restore your full context.
  One conversation. Every platform. Forever yours.
  
  ---
  
  🧠 **WHY STRUCTURED JSON?**
  
  **When AI reads raw text:** It parses. It infers. It guesses.
  
  **When AI reads LISA JSON:** It executes. Every field. Deterministically.
  
  Think about it:
  
  | Raw Markdown/Text                  | LISA Structured JSON                    
  |-----------------------------------------------------|---------------------------------------------------------
  | AI must *interpret* meaning      | AI *receives* meaning directly          
  | Probabilistic parsing                  | Deterministic execution                 
  | Context can be lost or misread | Context is anchored and explicit        
  | "I think you meant..."                   | "Executing SA001: security..."          
  
  **LISA translates your conversations from human language into machine language.**
  
  Just like code compiles human intent into executable instructions, LISA compiles your AI conversations into structured data that AI can execute — not interpret.
  
  • `semantic_anchors` → Topics the AI must address
  • `action_vectors` → Tasks the AI must track
  • `reconstruction_protocol` → How to rebuild context
  
  **The result?** Higher accuracy. Less hallucination. Perfect continuity.
  
  **Meaning is fragile. Structure preserves it.**
  
  ---
  
  🌐 **SUPPORTED PLATFORMS: 9 TOTAL
  Including : 
  
  ✅ **Claude Code** (Terminal-based coding assistant)
  
  🔜 **Coming Soon:** Ollama local model support (offline compression with your own LLMs)
  
  ---
  
  🚀 KEY FEATURES
  
  📤 **ONE-CLICK EXPORT**
  Extract your entire conversation with a single click. LISA automatically detects which AI platform you're using and extracts all messages.
  
  🔬 **SEMANTIC ENRICHMENT**
  LISA doesn't just capture text — it understands structure:
  
  • **Semantic Anchors** (SA001, SA002...) — Key topics with severity tags
  • **Action Vectors** (AV001, AV002...) — Extracted commands and tasks
  • **File Detection** — Referenced code files automatically identified
  • **Git References** — Branch and commit tracking
  
  🖥️ **CLAUDE CODE SUPPORT**
  Full extraction from Claude Code sessions (claude.ai/code/*):
  
  • Task summaries captured
  • Code blocks preserved
  • Development context maintained
  
  ✂️ **SELECTION EXPORT**
  Select specific text, right-click, and export just what you need.
  
  🗜️ **80:1 to 100:1 COMPRESSION**
  Small enough to upload anywhere, complete enough to restore full context.
  
  💾 **FLOATING SAVE BUTTON**
  Convenient floating button on all AI platforms:
  
  • 📄 **Save Raw JSON** — Complete conversation
  • 📝 **Save LISA-Verbatim** — Detailed capture with code separation
  
  📚 **LOCAL LIBRARY**
  All conversations organized locally. Browse, search, manage. Never lose an important conversation.
  
  🔐 **LISA HASH (Premium)**
  SHA-256 cryptographic verification. Perfect for legal documentation, research records, compliance.
  
  🕒 **VERSION HISTORY**
  Git-style versioning. Compare changes, restore earlier versions, track evolution.
  
  ---
  
  📖 HOW TO USE
  
  **1️⃣ EXPORT** — Click the LISA button on any AI platform
  **2️⃣ SAVE** — Download JSON or save to library
  **3️⃣ CONTINUE ANYWHERE** — Upload to any AI and say:
  
  *"Read this LISA JSON and continue our conversation"*
  
  That's it. Platform-independent AI memory.
  
  ---
  
  💡 USE CASES
  
  **DEVELOPERS** — Save coding sessions, transfer context between AI assistants, document decisions
  
  **RESEARCHERS** — Cryptographic verification, audit trails, shareable records
  
  **PROFESSIONALS** — Client documentation, compliance records, team context sharing
  
  **STUDENTS** — Study sessions, learning continuity, personal knowledge library
  
  **ANYONE LEAVING CHATGPT** — Take your conversation history with you. Your data is yours.
  
  ---
  
  💰 **PRICING — ONE SUBSCRIPTION, FULL SUITE**
  
  **FREE TIER**
  • 5 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
  
  **PREMIUM — $19/month (or $79/year — Save $149!)**
  
  **What you get: The complete LISA suite**
  
  🔹 **LISA Core Extension** (Unlimited)
  • Unlimited exports
  • Unlimited LISA-V and Raw JSON saves
  • LISA Hash cryptographic verification
  • Priority support
  • Advanced features
  
  🔹 **LISA Web App** (Full Access)
  • **Report generation** — Summary, Detailed, Executive, Technical reports with cryptographic audit trails
  • **Cloud library & share links** — Sync across devices, share with 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
  • **Safe-for-publication exports** — Share context without exposing proprietary information
  • **Adversarial AI pipeline** — Advanced protection for enterprise use
  
  **All three products. One subscription. Complete AI governance.**
  
  ---
  
  🔒 PRIVACY FIRST
  
  We can't see your data because we never receive it.
  
  ✅ **100% local processing** in your browser
  ✅ **Zero server uploads** (unless you explicitly sync to Web App)
  ✅ **No tracking, no analytics** on your content
  ✅ **Your conversations stay on YOUR device**
  ✅ **Open, portable JSON format** — no vendor lock-in
  
  **What we DO store (optional Web App sync):**
  • License keys (hashed with bcrypt)
  • Usage counters (for rate limiting)
  • Anchor certificates (SHA-256 hashes, NOT your content)
  • Snapshot metadata (if you choose "Send to App")
  
  **What we DO NOT store:**
  ❌ Your original conversation text
  ❌ Your uploaded documents
  ❌ Your LISA JSON exports
  ❌ Any AI provider API responses
  
  In a world where AI companies harvest your conversations, LISA gives you control.
  
  ---
  
  🛡️ TECHNICAL SPECS
  
  **Version:** 0.49.3
  **Manifest:** V3 (latest Chrome standard)
  **Compression:** Semantic anchoring (80:1 to 100:1)
  **Hash:** SHA-256 (Premium)
  **Storage:** Chrome Local Storage
  **Format:** JSON / JSONL
  
  **Ambiguity Resolution:**
  LISA resolves 10 categories of ambiguity before AI inference:
  1. Referential — "it" becomes explicit entities
  2. Temporal — "later" becomes timestamps
  3. Priority — implicit importance becomes explicit
  4. Completion — open loops get explicit state
  5. Social noise — pleasantries stripped
  6. Reasoning — "why" behind decisions captured
  7. Role — explicit ownership assignment
  8. Dependency — linear stream becomes relationship graph
  9. State — changes become current snapshot
  10. Relevance — only significant content survives
  
  **Result:** 95% of AI compute goes to reasoning, not 40% to resolving ambiguity.
  
  ---
  
  🏢 ABOUT
  
  Built by **SAT-CHAIN LLC**. Founded by Amar Dahmani, a professional translator with 25 years of experience who understands that **meaning is fragile**.
  
  LISA applies the principles of professional translation to the human-AI boundary: just as a skilled translator stabilizes meaning across linguistic boundaries, LISA stabilizes meaning across the AI interface.
  
  📬 **Contact:** [email protected]
  🌐 **Website:** https://sat-chain.com
  
  ---
  
  ⚡ GET STARTED
  
  Install LISA Core and own your AI conversations.
  
  **Your memory. Your data. Your control.**
  
  © 2026 SAT-CHAIN LLC

  Semantic translation and memory library  for AI conversations.
  
  Export from 9 platforms. One subscription unlocks LISA Core + Web App + (coming soon) Inference Shield.
  
  ✨AI Memory Library – LISA Core
  Your AI Conversations. Your Data. Your Control.
  
  What is LISA Core?
  LISA (Language Intelligence Semantic Anchoring) is a privacy-first browser extension that translates your AI conversations into machine-executable structured data.
  
  Just as a professional translator preserves meaning across languages, LISA preserves meaning across the human–AI boundary.
  
  The result: Any AI that reads a LISA file doesn't interpret — it executes. Every entity resolved. Every ambiguity eliminated. Every task tracked.
  
  Your conversations never leave your browser. Zero cloud processing. 100% local.
  
  ✨The Problem We Solve
  Your AI conversations are trapped — and misunderstood.
  
  ChatGPT won't let you continue in Claude
  
  Gemini doesn't know what you discussed in Grok
  
  Every platform locks your data in their silo
  
  When you paste raw conversation into a new AI, it parses, infers, and guesses — wasting compute on figuring out what you meant instead of acting on it
  
  You created that knowledge. You should own it — in a format machines can execute, not just read.
  
  ✨ The LISA Core Solution
  LISA Core as your Ai memory library extracts your conversations and translates them into portable, semantically structured files that work across ANY AI platform.
  
  Upload a LISA file to any AI platform once you saved from the supported AI platforms and instantly restore your full context with zero ambiguity.
  
  One conversation. Every platform. Forever yours.
  
  🧠 Why Structured Semantic Data?
  
              Raw Text	                   VS         LISA Output
  AI must interpret meaning	   VS         AI receives meaning directly
  Probabilistic parsing	           VS         Deterministic execution
  Context can be lost	           VS         Context is anchored and explicit
  "I think you meant…"	           VS         "Executing SA001: security…"
  
  LISA translates your conversations from human language into machine language.
  
  Semantic Anchors (SA001…) — Topics the AI must address
  
  Action Vectors (AV001…) — Tasks the AI must track
  
  Reconstruction Protocol — How to rebuild context
  
  Meaning is fragile. Structure preserves it.
  
  🌐 Supported Platforms (9 total)
  
  🔜 Coming soon: Ollama local model support
  
  🚀 Key Features
  📤 One-Click Export
  Detects which AI platform you're using and extracts all messages with a single click.
  
  🌍 Multilingual Support
  Auto-detects English, French, Spanish, German, Arabic, Chinese, Japanese, Korean, Russian, Hebrew — with RTL support for Arabic/Hebrew.
  
  🔬 Semantic Enrichment
  LISA Core as you AI memory library doesn't just capture text — it translates structure into machine-executable format:
  
  Semantic Anchors (SA001…) with severity tags
  
  Action Vectors (AV001…) — extracted commands and tasks
  
  File detection and Git reference tracking
  
  Relationship mapping (API calls, imports, commit-to-file, branch-to-commit)
  
  🧩 10-Category Ambiguity Resolution
  What LISA Core (extension) does:
  Scans your conversation and identifies 10 types of ambiguity, tagging them for resolution:
  
  Referential · Temporal · Priority · Completion · Social noise · Reasoning · Role · Dependency · State · Relevance
  
  What the LISA Web App adds:
  When you send a conversation through the Web App's semantic translation pipeline, ambiguity is resolved – pronouns become entities, "later" becomes timestamps, decisions are extracted as anchors. The output is machine‑ready, not just tagged.
  
  What Inference Shield will add (coming soon):
  Explicit, verifiable disambiguation with audit trails – for compliance, IP protection, and enterprise use.
  
  🖥️ Claude Code Support
  Full extraction from terminal-based coding sessions — task summaries, code blocks, development context.
  
  ✂️ Selection Export
  Select specific text, right-click, and export just what you need.
  
  🗜️ Backend Semantic Translation (80:1 to 100:1)
  When processed through the LISA Web App, a 60,000-word conversation translates into ~700 semantic anchors. The file is smaller because ambiguity, redundancy, and noise are resolved — not because content is cut.
  
  💾 Floating Save Button
  Two capture modes:
  
  Raw JSON — Uncompressed for archiving and app reports
  
  LISA-V (Verbatim) — Block-level JSONL with SHA-256 hashes + Merkle root for tamper-proof integrity. Separates text from code, tracks open vs. resolved tasks for seamless AI context transfer.
  
  📚 Local Library
  All conversations organized locally. Browse, search, manage. Never lose an important conversation.
  
  🔐 LISA Hash (Premium)
  SHA-256 cryptographic verification — perfect for legal documentation, research records, compliance.
  
  🕒 Version History
  Git-style versioning. Compare changes, restore earlier versions, track evolution.
  
  📖 How to Use
  1. Capture — Floating LISA button or popup "Export Conversation"
  
  LISA Raw (JSON) — for archiving & reports
  
  LISA-V (JSONL) — for AI handoffs & context transfer
  
  Or right‑click selected text → "Export to LISA"
  
  2. Save — Download or save to your local library
  
  3. Continue Anywhere — Upload to any AI and say:
  "Read this and continue our conversation"
  
  Platform‑independent AI memory.
  
  💡 Use Cases
  Developers — Save coding sessions, transfer context between AI assistants, document decisions. LISA-V preserves open vs. resolved tasks so the next AI instance knows exactly where you left off.
  
  Researchers — Cryptographic verification via Merkle root, audit trails, shareable records with tamper‑proof integrity.
  
  Professionals — Client documentation, compliance records, team context sharing. Generate Summary, Detailed, Executive, or Technical reports via the Web App.
  
  Translators & Multilingual Users — Auto-detection across 10 languages. Conversations in French, Arabic, German, Spanish, Chinese, Japanese, Korean, Russian, Hebrew are tagged and handled correctly.
  
  Students — Study sessions, learning continuity, personal knowledge library.
  
  Anyone Leaving ChatGPT — Take your conversation history with you. Your data is yours.
  
  💰 Pricing — One Subscription, Full Suite
  Free Tier
  
  5 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
  
  Premium — $19/month (or $79/year — Save $149!)
  
  What you get — the complete LISA suite:
  
  🔹 LISA Core Extension (Unlimited)
  
  Unlimited exports · Unlimited LISA-V/Raw JSON saves
  
  LISA Hash cryptographic verification
  
  Priority support · Advanced features
  
  🔹 LISA Web App (Full Access)
  
  Link : https://lisa-web-backend-production.up.railway.app/landing
  
  Report generation (Summary, Detailed, Executive, Technical) with cryptographic audit trails
  
  Cloud library & share links — sync across devices, share with team
  
  Up to 12 semantic anchors — higher fidelity translation
  
  Extended context windows · Priority AI processing
  
  🔹 Inference Shield (IP Protection) — Coming soon
  
  3‑stage semantic obfuscation — sanitize sensitive data before sharing with AI
  
  Risk score analysis — identify potential IP leakage
  
  Safe-for-publication exports — share context without exposing proprietary information
  
  Adversarial AI pipeline — advanced protection for enterprise use
  
  All three products. One subscription. Complete AI governance.
  
  🔒 Privacy First
  We can't see your data because we never receive it.
  
  ✅ 100% local processing in your browser
  ✅ Zero server uploads (unless you explicitly sync to Web App)
  ✅ No tracking, no analytics on your content
  ✅ Your conversations stay on YOUR device
  ✅ Open, portable JSON/JSONL format — no vendor lock‑in
  
  What we DO store (optional Web App sync):
  License keys (hashed with bcrypt) · Usage counters · Anchor certificates (SHA‑256 hashes, NOT your content) · Snapshot metadata (if you choose "Send to App")
  
  What we DO NOT store:
  ❌ Your original conversation text
  ❌ Your uploaded documents
  ❌ Your LISA JSON exports
  ❌ Any AI provider API responses
  
  In a world where AI companies harvest your conversations, LISA gives you control.
  
   Technical Specs
  Version: 0.49.4
  Manifest: V3
  Core Technology: Semantic translation with 10‑category ambiguity resolution
  Backend Translation: 80:1 to 100:1 semantic anchor generation
  Client-Side Enrichment: Entity extraction, concept weighting, relationship mapping, intent classification
  Hash: SHA‑256 (Premium) + Merkle root (LISA‑V)
  Storage: Chrome Local Storage
  Formats: JSON / JSONL
  Languages: EN, FR, ES, DE, AR, ZH, JA, KO, RU, HE (auto‑detected)
  
  Result: 95% of AI compute goes to reasoning, not 40% to resolving ambiguity.
  
  🏢 About
  Built by SAT-CHAIN LLC. Founded by Amar Dahmani, a professional translator with 25 years of experience who understands that meaning is fragile.
  
  LISA applies the principles of professional translation to the human‑AI boundary: just as a skilled translator stabilizes meaning across languages, LISA stabilizes meaning across AI interfaces.
  
  Every other tool saves what was said. LISA saves what was meant.
  
  📬 Contact: [email protected]
  🌐 Website: https://sat-chain.com
  
  ⚡ Get Started
  Install LISA Core and own your AI conversations.
  
  Your memory. Your data. Your control.
  
  © 2026 SAT-CHAIN LLC

• Apr 25, 2026
  short_description

  Semantic compression for AI conversations. Export from 9 AI platforms. Premium features incl. cloud sync and integrity verification.

  Semantic compression for AI conversations. Export from 8 AI platforms. Premium features incl. cloud sync and integrity verification.

• Apr 20, 2026
  description

  LISA Core - AI Memory Library
  Your AI Conversations. Your Data. Your Control.
  
  🎯 WHAT IS LISA CORE?
  LISA (Language Intelligence Semantic Anchoring) is a privacy-first browser extension that captures, compresses, and preserves your AI conversations across all major platforms.
  Using advanced semantic compression technology, LISA achieves 80:1 to 100:1 compression ratios while maintaining complete meaning and context.
  Your conversations never leave your browser. Zero cloud processing. 100% local.
  
  🔥 THE PROBLEM WE SOLVE
  Your AI conversations are trapped.
  
  ChatGPT won't let you continue in Claude
  Gemini doesn't know what you discussed in Grok
  Every platform locks your data in their silo
  No portability. No backup. No ownership.
  
  You created that knowledge. You should own it.
  
  ✨ THE LISA SOLUTION
  LISA extracts your conversations into portable JSON files that work across ANY AI platform. Upload a LISA JSON to Claude, ChatGPT, Gemini, or any AI assistant and instantly restore your full context.
  One conversation. Every platform. Forever yours.
  ---
  
  🧠 **WHY STRUCTURED JSON?**
  
  **When AI reads raw text:** It parses. It infers. It guesses.
  
  **When AI reads LISA JSON:** It executes. Every field. Deterministically.
  
  Think about it:
  
  | Raw Markdown/Text                    |      LISA Structured JSON                   
  |-------------------------------------------------- ---------------------------------------------------------------- 
  | AI must *interpret* meaning       |      AI *receives* meaning directly      
  | Probabilistic parsing                    |     Deterministic execution                 
  | Context can be lost or misread   |     Context is anchored and explicit  
  | "I think you meant..."                    |     "Executing SA001: security..."        
  
  **LISA translates your conversations from human language into machine language.**
  
  Just like code compiles human intent into executable instructions, LISA compiles your AI conversations into structured data that AI can execute — not interpret.
  
  - `semantic_anchors` → Topics the AI must address
  - `action_vectors` → Tasks the AI must track
  - `reconstruction_protocol` → How to rebuild context
  
  **The result?** Higher accuracy. Less hallucination. Perfect continuity.
  
  **Meaning is fragile. Structure preserves it.**
  
  
  🚀 KEY FEATURES
  📤 ONE-CLICK EXPORT
  Extract your entire conversation with a single click. LISA automatically detects which AI platform you're using and extracts all messages.
  🔬 SEMANTIC ENRICHMENT (NEW)
  LISA doesn't just capture text — it understands structure:
  
  Semantic Anchors (SA001, SA002...) — Key topics with severity tags
  Action Vectors (AV001, AV002...) — Extracted commands and tasks
  File Detection — Referenced code files automatically identified
  Git References — Branch and commit tracking
  
  🖥️ CLAUDE CODE SUPPORT (NEW)
  Full extraction from Claude Code sessions (claude.ai/code/*):
  
  Task summaries captured
  Code blocks preserved
  Development context maintained
  
  ✂️ SELECTION EXPORT
  Select specific text, right-click, and export just what you need.
  🗜️ 80:1 to 100:1 COMPRESSION
  Small enough to upload anywhere, complete enough to restore full context.
  💾 FLOATING SAVE BUTTON
  Convenient floating button on all AI platforms:
  
  📄 Save Raw JSON — Complete conversation
  📝 Save LISA-Verbatim — Detailed capture with code separation
  
  📚 LOCAL LIBRARY
  All conversations organized locally. Browse, search, manage. Never lose an important conversation.
  🔐 LISA HASH (Premium)
  SHA-256 cryptographic verification. Perfect for legal documentation, research records, compliance.
  🕒 VERSION HISTORY
  Git-style versioning. Compare changes, restore earlier versions, track evolution.
  
  📖 HOW TO USE
  1️⃣ EXPORT — Click the LISA button on any AI platform
  2️⃣ SAVE — Download JSON or save to library
  3️⃣ CONTINUE ANYWHERE — Upload to any AI and say:
  "Read this LISA JSON and continue our conversation"
  That's it. Platform-independent AI memory.
  
  💡 USE CASES
  DEVELOPERS — Save coding sessions, transfer context between AI assistants, document decisions
  RESEARCHERS — Cryptographic verification, audit trails, shareable records
  PROFESSIONALS — Client documentation, compliance records, team context sharing
  STUDENTS — Study sessions, learning continuity, personal knowledge library
  ANYONE LEAVING CHATGPT — Take your conversation history with you. Your data is yours.
  
  💰 **PRICING**
  
  **FREE**
  - 5 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
  
  **PREMIUM — $19/month (or $79/year — Save $149!)**
  - Unlimited exports
  - Unlimited LISA-V and Raw JSON saves
  - LISA Hash cryptographic verification
  - Priority support
  - Advanced features
  - **Web App integration:**
    - Report generation (Summary, Detailed, Executive, Technical)
    - Cloud library & share links
    - Up to 12 semantic anchors
    - Extended context windows
    - Priority processing
  
  🔒 PRIVACY FIRST
  We can't see your data because we never receive it.
  
  100% local processing in your browser
  Zero server uploads
  No tracking, no analytics on your content
  Your conversations stay on YOUR device
  Open, portable JSON format — no vendor lock-in
  
  In a world where AI companies harvest your conversations, LISA gives you control.
  
  🛡️ TECHNICAL SPECS
  
  Version: 0.49.0
  Manifest: V3 (latest Chrome standard)
  Compression: Semantic anchoring (80:1 to 100:1)
  Hash: SHA-256
  Storage: Chrome Local Storage
  Format: JSON / JSONL
  
  🏢 ABOUT
  Built by SAT-CHAIN LLC. Founded by Amar Dahmani, a professional translator with 25 years of experience who understands that meaning is fragile.
  📬 [email protected]
  🌐 https://sat-chain.com
  
  ⚡ GET STARTED
  Install LISA Core and own your AI conversations.
  Your memory. Your data. Your control.
  © 2026 SAT-CHAIN LLC

  Semantic compression for AI conversations. Export from 9 AI platforms. Premium subscription unlocks full LISA suite: Extension + Web App + (Soon) Inference Shield.
  
  LISA Core - AI Memory Library
  Your AI Conversations. Your Data. Your Control.
  
  🎯 WHAT IS LISA CORE?
  LISA (Language Intelligence Semantic Anchoring) is a privacy-first browser extension that captures, compresses, and preserves your AI conversations across all major platforms.
  Using advanced semantic compression technology, LISA achieves 80:1 to 100:1 compression ratios while maintaining complete meaning and context.
  Your conversations never leave your browser. Zero cloud processing. 100% local.
  
  🔥 THE PROBLEM WE SOLVE
  Your AI conversations are trapped.
  
  • ChatGPT won't let you continue in Claude
  • Gemini doesn't know what you discussed in Grok
  • Every platform locks your data in their silo
  • No portability. No backup. No ownership.
  
  You created that knowledge. You should own it.
  
  ✨ THE LISA SOLUTION
  LISA extracts your conversations into portable JSON files that work across ANY AI platform. Upload a LISA JSON to Claude, ChatGPT, Gemini, or any AI assistant and instantly restore your full context.
  One conversation. Every platform. Forever yours.
  
  ---
  
  🧠 **WHY STRUCTURED JSON?**
  
  **When AI reads raw text:** It parses. It infers. It guesses.
  
  **When AI reads LISA JSON:** It executes. Every field. Deterministically.
  
  Think about it:
  
  | Raw Markdown/Text                  | LISA Structured JSON                    
  |-----------------------------------------------------|---------------------------------------------------------
  | AI must *interpret* meaning      | AI *receives* meaning directly          
  | Probabilistic parsing                  | Deterministic execution                 
  | Context can be lost or misread | Context is anchored and explicit        
  | "I think you meant..."                   | "Executing SA001: security..."          
  
  **LISA translates your conversations from human language into machine language.**
  
  Just like code compiles human intent into executable instructions, LISA compiles your AI conversations into structured data that AI can execute — not interpret.
  
  • `semantic_anchors` → Topics the AI must address
  • `action_vectors` → Tasks the AI must track
  • `reconstruction_protocol` → How to rebuild context
  
  **The result?** Higher accuracy. Less hallucination. Perfect continuity.
  
  **Meaning is fragile. Structure preserves it.**
  
  ---
  
  🌐 **SUPPORTED PLATFORMS: 9 TOTAL
  Including : 
  
  ✅ **Claude Code** (Terminal-based coding assistant)
  
  🔜 **Coming Soon:** Ollama local model support (offline compression with your own LLMs)
  
  ---
  
  🚀 KEY FEATURES
  
  📤 **ONE-CLICK EXPORT**
  Extract your entire conversation with a single click. LISA automatically detects which AI platform you're using and extracts all messages.
  
  🔬 **SEMANTIC ENRICHMENT**
  LISA doesn't just capture text — it understands structure:
  
  • **Semantic Anchors** (SA001, SA002...) — Key topics with severity tags
  • **Action Vectors** (AV001, AV002...) — Extracted commands and tasks
  • **File Detection** — Referenced code files automatically identified
  • **Git References** — Branch and commit tracking
  
  🖥️ **CLAUDE CODE SUPPORT**
  Full extraction from Claude Code sessions (claude.ai/code/*):
  
  • Task summaries captured
  • Code blocks preserved
  • Development context maintained
  
  ✂️ **SELECTION EXPORT**
  Select specific text, right-click, and export just what you need.
  
  🗜️ **80:1 to 100:1 COMPRESSION**
  Small enough to upload anywhere, complete enough to restore full context.
  
  💾 **FLOATING SAVE BUTTON**
  Convenient floating button on all AI platforms:
  
  • 📄 **Save Raw JSON** — Complete conversation
  • 📝 **Save LISA-Verbatim** — Detailed capture with code separation
  
  📚 **LOCAL LIBRARY**
  All conversations organized locally. Browse, search, manage. Never lose an important conversation.
  
  🔐 **LISA HASH (Premium)**
  SHA-256 cryptographic verification. Perfect for legal documentation, research records, compliance.
  
  🕒 **VERSION HISTORY**
  Git-style versioning. Compare changes, restore earlier versions, track evolution.
  
  ---
  
  📖 HOW TO USE
  
  **1️⃣ EXPORT** — Click the LISA button on any AI platform
  **2️⃣ SAVE** — Download JSON or save to library
  **3️⃣ CONTINUE ANYWHERE** — Upload to any AI and say:
  
  *"Read this LISA JSON and continue our conversation"*
  
  That's it. Platform-independent AI memory.
  
  ---
  
  💡 USE CASES
  
  **DEVELOPERS** — Save coding sessions, transfer context between AI assistants, document decisions
  
  **RESEARCHERS** — Cryptographic verification, audit trails, shareable records
  
  **PROFESSIONALS** — Client documentation, compliance records, team context sharing
  
  **STUDENTS** — Study sessions, learning continuity, personal knowledge library
  
  **ANYONE LEAVING CHATGPT** — Take your conversation history with you. Your data is yours.
  
  ---
  
  💰 **PRICING — ONE SUBSCRIPTION, FULL SUITE**
  
  **FREE TIER**
  • 5 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
  
  **PREMIUM — $19/month (or $79/year — Save $149!)**
  
  **What you get: The complete LISA suite**
  
  🔹 **LISA Core Extension** (Unlimited)
  • Unlimited exports
  • Unlimited LISA-V and Raw JSON saves
  • LISA Hash cryptographic verification
  • Priority support
  • Advanced features
  
  🔹 **LISA Web App** (Full Access)
  • **Report generation** — Summary, Detailed, Executive, Technical reports with cryptographic audit trails
  • **Cloud library & share links** — Sync across devices, share with 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
  • **Safe-for-publication exports** — Share context without exposing proprietary information
  • **Adversarial AI pipeline** — Advanced protection for enterprise use
  
  **All three products. One subscription. Complete AI governance.**
  
  ---
  
  🔒 PRIVACY FIRST
  
  We can't see your data because we never receive it.
  
  ✅ **100% local processing** in your browser
  ✅ **Zero server uploads** (unless you explicitly sync to Web App)
  ✅ **No tracking, no analytics** on your content
  ✅ **Your conversations stay on YOUR device**
  ✅ **Open, portable JSON format** — no vendor lock-in
  
  **What we DO store (optional Web App sync):**
  • License keys (hashed with bcrypt)
  • Usage counters (for rate limiting)
  • Anchor certificates (SHA-256 hashes, NOT your content)
  • Snapshot metadata (if you choose "Send to App")
  
  **What we DO NOT store:**
  ❌ Your original conversation text
  ❌ Your uploaded documents
  ❌ Your LISA JSON exports
  ❌ Any AI provider API responses
  
  In a world where AI companies harvest your conversations, LISA gives you control.
  
  ---
  
  🛡️ TECHNICAL SPECS
  
  **Version:** 0.49.3
  **Manifest:** V3 (latest Chrome standard)
  **Compression:** Semantic anchoring (80:1 to 100:1)
  **Hash:** SHA-256 (Premium)
  **Storage:** Chrome Local Storage
  **Format:** JSON / JSONL
  
  **Ambiguity Resolution:**
  LISA resolves 10 categories of ambiguity before AI inference:
  1. Referential — "it" becomes explicit entities
  2. Temporal — "later" becomes timestamps
  3. Priority — implicit importance becomes explicit
  4. Completion — open loops get explicit state
  5. Social noise — pleasantries stripped
  6. Reasoning — "why" behind decisions captured
  7. Role — explicit ownership assignment
  8. Dependency — linear stream becomes relationship graph
  9. State — changes become current snapshot
  10. Relevance — only significant content survives
  
  **Result:** 95% of AI compute goes to reasoning, not 40% to resolving ambiguity.
  
  ---
  
  🏢 ABOUT
  
  Built by **SAT-CHAIN LLC**. Founded by Amar Dahmani, a professional translator with 25 years of experience who understands that **meaning is fragile**.
  
  LISA applies the principles of professional translation to the human-AI boundary: just as a skilled translator stabilizes meaning across linguistic boundaries, LISA stabilizes meaning across the AI interface.
  
  📬 **Contact:** [email protected]
  🌐 **Website:** https://sat-chain.com
  
  ---
  
  ⚡ GET STARTED
  
  Install LISA Core and own your AI conversations.
  
  **Your memory. Your data. Your control.**
  
  © 2026 SAT-CHAIN LLC

• Apr 20, 2026
  short_description

  Semantic compression for AI conversations. Export from 8 AI platforms. Premium features incl. cloud sync and integrity verification.

  Semantic compression for AI conversations. Export from 9 AI platforms. Premium features incl. cloud sync and integrity verification.

• Apr 9, 2026
  description

  LISA Core - AI Memory Library
  Your AI Conversations. Your Data. Your Control.
  
  🎯 WHAT IS LISA CORE?
  LISA (Language Intelligence Semantic Anchoring) is a privacy-first browser extension that captures, compresses, and preserves your AI conversations across all major platforms.
  Using advanced semantic compression technology, LISA achieves 80:1 to 100:1 compression ratios — a 60,000 word conversation becomes ~700 words while maintaining complete meaning and context.
  Your conversations never leave your browser. Zero cloud processing. 100% local.
  
  🔥 THE PROBLEM WE SOLVE
  Your AI conversations are trapped.
  
  ChatGPT won't let you continue in Claude
  Gemini doesn't know what you discussed in Grok
  Every platform locks your data in their silo
  No portability. No backup. No ownership.
  
  You created that knowledge. You should own it.
  
  ✨ THE LISA SOLUTION
  LISA extracts your conversations into portable JSON files that work across ANY AI platform. Upload a LISA JSON to Claude, ChatGPT, Gemini, or any AI assistant and instantly restore your full context.
  One conversation. Every platform. Forever yours.
  ---
  
  🧠 **WHY STRUCTURED JSON?**
  
  **When AI reads raw text:** It parses. It infers. It guesses.
  
  **When AI reads LISA JSON:** It executes. Every field. Deterministically.
  
  Think about it:
  
  | Raw Markdown/Text                    |      LISA Structured JSON                   
  |-------------------------------------------------- ---------------------------------------------------------------- 
  | AI must *interpret* meaning       |      AI *receives* meaning directly      
  | Probabilistic parsing                    |     Deterministic execution                 
  | Context can be lost or misread   |     Context is anchored and explicit  
  | "I think you meant..."                    |     "Executing SA001: security..."        
  
  **LISA translates your conversations from human language into machine language.**
  
  Just like code compiles human intent into executable instructions, LISA compiles your AI conversations into structured data that AI can execute — not interpret.
  
  - `semantic_anchors` → Topics the AI must address
  - `action_vectors` → Tasks the AI must track
  - `reconstruction_protocol` → How to rebuild context
  
  **The result?** Higher accuracy. Less hallucination. Perfect continuity.
  
  **Meaning is fragile. Structure preserves it.**
  
  
  🚀 KEY FEATURES
  📤 ONE-CLICK EXPORT
  Extract your entire conversation with a single click. LISA automatically detects which AI platform you're using and extracts all messages.
  🔬 SEMANTIC ENRICHMENT (NEW)
  LISA doesn't just capture text — it understands structure:
  
  Semantic Anchors (SA001, SA002...) — Key topics with severity tags
  Action Vectors (AV001, AV002...) — Extracted commands and tasks
  File Detection — Referenced code files automatically identified
  Git References — Branch and commit tracking
  
  🖥️ CLAUDE CODE SUPPORT (NEW)
  Full extraction from Claude Code sessions (claude.ai/code/*):
  
  Task summaries captured
  Code blocks preserved
  Development context maintained
  
  ✂️ SELECTION EXPORT
  Select specific text, right-click, and export just what you need.
  🗜️ 80:1 COMPRESSION
  A 60,000 word conversation compresses to ~700 words. Small enough to upload anywhere, complete enough to restore full context.
  💾 FLOATING SAVE BUTTON
  Convenient floating button on all AI platforms:
  
  📄 Save Raw JSON — Complete conversation
  📝 Save LISA-Verbatim — Detailed capture with code separation
  
  📚 LOCAL LIBRARY
  All conversations organized locally. Browse, search, manage. Never lose an important conversation.
  🔐 LISA HASH (Premium)
  SHA-256 cryptographic verification. Perfect for legal documentation, research records, compliance.
  🕒 VERSION HISTORY
  Git-style versioning. Compare changes, restore earlier versions, track evolution.
  📸 AUTO-SNAPSHOTS
  Automatic capture when you close AI tabs. Never lose work.
  
  📖 HOW TO USE
  1️⃣ EXPORT — Click the LISA button on any AI platform
  2️⃣ SAVE — Download JSON or save to library
  3️⃣ CONTINUE ANYWHERE — Upload to any AI and say:
  "Read this LISA JSON and continue our conversation"
  That's it. Platform-independent AI memory.
  
  💡 USE CASES
  DEVELOPERS — Save coding sessions, transfer context between AI assistants, document decisions
  RESEARCHERS — Cryptographic verification, audit trails, shareable records
  PROFESSIONALS — Client documentation, compliance records, team context sharing
  STUDENTS — Study sessions, learning continuity, personal knowledge library
  ANYONE LEAVING CHATGPT — Take your conversation history with you. Your data is yours.
  
  💰 **PRICING**
  
  **FREE**
  - 5 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
  
  **PREMIUM — $19/month (or $79/year — Save $149!)**
  - Unlimited exports
  - Unlimited LISA-V and Raw JSON saves
  - LISA Hash cryptographic verification
  - Priority support
  - Advanced features
  - **Web App integration:**
    - Report generation (Summary, Detailed, Executive, Technical)
    - Cloud library & share links
    - Up to 12 semantic anchors
    - Extended context windows
    - Priority processing
  
  🔒 PRIVACY FIRST
  We can't see your data because we never receive it.
  
  100% local processing in your browser
  Zero server uploads
  No tracking, no analytics on your content
  Your conversations stay on YOUR device
  Open, portable JSON format — no vendor lock-in
  
  In a world where AI companies harvest your conversations, LISA gives you control.
  
  🛡️ TECHNICAL SPECS
  
  Version: 0.48.3
  Manifest: V3 (latest Chrome standard)
  Compression: Semantic anchoring (80:1 to 100:1)
  Hash: SHA-256
  Storage: Chrome Local Storage
  Format: JSON / JSONL
  
  🏢 ABOUT
  Built by SAT-CHAIN LLC. Founded by Amar Dahmani, a professional translator with 25 years of experience who understands that meaning is fragile.
  📬 [email protected]
  🌐 https://sat-chain.com
  
  ⚡ GET STARTED
  Install LISA Core and own your AI conversations.
  Your memory. Your data. Your control.
  © 2026 SAT-CHAIN LLC

  LISA Core - AI Memory Library
  Your AI Conversations. Your Data. Your Control.
  
  🎯 WHAT IS LISA CORE?
  LISA (Language Intelligence Semantic Anchoring) is a privacy-first browser extension that captures, compresses, and preserves your AI conversations across all major platforms.
  Using advanced semantic compression technology, LISA achieves 80:1 to 100:1 compression ratios while maintaining complete meaning and context.
  Your conversations never leave your browser. Zero cloud processing. 100% local.
  
  🔥 THE PROBLEM WE SOLVE
  Your AI conversations are trapped.
  
  ChatGPT won't let you continue in Claude
  Gemini doesn't know what you discussed in Grok
  Every platform locks your data in their silo
  No portability. No backup. No ownership.
  
  You created that knowledge. You should own it.
  
  ✨ THE LISA SOLUTION
  LISA extracts your conversations into portable JSON files that work across ANY AI platform. Upload a LISA JSON to Claude, ChatGPT, Gemini, or any AI assistant and instantly restore your full context.
  One conversation. Every platform. Forever yours.
  ---
  
  🧠 **WHY STRUCTURED JSON?**
  
  **When AI reads raw text:** It parses. It infers. It guesses.
  
  **When AI reads LISA JSON:** It executes. Every field. Deterministically.
  
  Think about it:
  
  | Raw Markdown/Text                    |      LISA Structured JSON                   
  |-------------------------------------------------- ---------------------------------------------------------------- 
  | AI must *interpret* meaning       |      AI *receives* meaning directly      
  | Probabilistic parsing                    |     Deterministic execution                 
  | Context can be lost or misread   |     Context is anchored and explicit  
  | "I think you meant..."                    |     "Executing SA001: security..."        
  
  **LISA translates your conversations from human language into machine language.**
  
  Just like code compiles human intent into executable instructions, LISA compiles your AI conversations into structured data that AI can execute — not interpret.
  
  - `semantic_anchors` → Topics the AI must address
  - `action_vectors` → Tasks the AI must track
  - `reconstruction_protocol` → How to rebuild context
  
  **The result?** Higher accuracy. Less hallucination. Perfect continuity.
  
  **Meaning is fragile. Structure preserves it.**
  
  
  🚀 KEY FEATURES
  📤 ONE-CLICK EXPORT
  Extract your entire conversation with a single click. LISA automatically detects which AI platform you're using and extracts all messages.
  🔬 SEMANTIC ENRICHMENT (NEW)
  LISA doesn't just capture text — it understands structure:
  
  Semantic Anchors (SA001, SA002...) — Key topics with severity tags
  Action Vectors (AV001, AV002...) — Extracted commands and tasks
  File Detection — Referenced code files automatically identified
  Git References — Branch and commit tracking
  
  🖥️ CLAUDE CODE SUPPORT (NEW)
  Full extraction from Claude Code sessions (claude.ai/code/*):
  
  Task summaries captured
  Code blocks preserved
  Development context maintained
  
  ✂️ SELECTION EXPORT
  Select specific text, right-click, and export just what you need.
  🗜️ 80:1 to 100:1 COMPRESSION
  Small enough to upload anywhere, complete enough to restore full context.
  💾 FLOATING SAVE BUTTON
  Convenient floating button on all AI platforms:
  
  📄 Save Raw JSON — Complete conversation
  📝 Save LISA-Verbatim — Detailed capture with code separation
  
  📚 LOCAL LIBRARY
  All conversations organized locally. Browse, search, manage. Never lose an important conversation.
  🔐 LISA HASH (Premium)
  SHA-256 cryptographic verification. Perfect for legal documentation, research records, compliance.
  🕒 VERSION HISTORY
  Git-style versioning. Compare changes, restore earlier versions, track evolution.
  
  📖 HOW TO USE
  1️⃣ EXPORT — Click the LISA button on any AI platform
  2️⃣ SAVE — Download JSON or save to library
  3️⃣ CONTINUE ANYWHERE — Upload to any AI and say:
  "Read this LISA JSON and continue our conversation"
  That's it. Platform-independent AI memory.
  
  💡 USE CASES
  DEVELOPERS — Save coding sessions, transfer context between AI assistants, document decisions
  RESEARCHERS — Cryptographic verification, audit trails, shareable records
  PROFESSIONALS — Client documentation, compliance records, team context sharing
  STUDENTS — Study sessions, learning continuity, personal knowledge library
  ANYONE LEAVING CHATGPT — Take your conversation history with you. Your data is yours.
  
  💰 **PRICING**
  
  **FREE**
  - 5 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
  
  **PREMIUM — $19/month (or $79/year — Save $149!)**
  - Unlimited exports
  - Unlimited LISA-V and Raw JSON saves
  - LISA Hash cryptographic verification
  - Priority support
  - Advanced features
  - **Web App integration:**
    - Report generation (Summary, Detailed, Executive, Technical)
    - Cloud library & share links
    - Up to 12 semantic anchors
    - Extended context windows
    - Priority processing
  
  🔒 PRIVACY FIRST
  We can't see your data because we never receive it.
  
  100% local processing in your browser
  Zero server uploads
  No tracking, no analytics on your content
  Your conversations stay on YOUR device
  Open, portable JSON format — no vendor lock-in
  
  In a world where AI companies harvest your conversations, LISA gives you control.
  
  🛡️ TECHNICAL SPECS
  
  Version: 0.49.0
  Manifest: V3 (latest Chrome standard)
  Compression: Semantic anchoring (80:1 to 100:1)
  Hash: SHA-256
  Storage: Chrome Local Storage
  Format: JSON / JSONL
  
  🏢 ABOUT
  Built by SAT-CHAIN LLC. Founded by Amar Dahmani, a professional translator with 25 years of experience who understands that meaning is fragile.
  📬 [email protected]
  🌐 https://sat-chain.com
  
  ⚡ GET STARTED
  Install LISA Core and own your AI conversations.
  Your memory. Your data. Your control.
  © 2026 SAT-CHAIN LLC

• Apr 9, 2026
  host_permissions

  https://claude.ai/*, https://chatgpt.com/*, https://gemini.google.com/*, https://grok.com/*, https://chat.mistral.ai/*, https://chat.deepseek.com/*, https://copilot.microsoft.com/*, https://perplexity.ai/*, https://lisa-web-backend-production.up.railway.app/*

  https://claude.ai/*, https://chatgpt.com/*, https://gemini.google.com/*, https://grok.com/*, https://chat.mistral.ai/*, https://chat.deepseek.com/*, https://copilot.microsoft.com/*, https://*.perplexity.ai/*, https://lisa-web-backend-production.up.railway.app/*

Permissions & access

Permissions

storageunlimitedStorageactiveTabscriptingdownloadscontextMenusnotificationsidentity

Host access

https://claude.ai/*, https://chatgpt.com/*, https://gemini.google.com/*, https://grok.com/*, https://chat.mistral.ai/*, https://chat.deepseek.com/*, https://copilot.microsoft.com/*, https://*.perplexity.ai/*, https://lisa-web-backend-production.up.railway.app/*

Screenshots

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