L.I.F.E AI Enhancer — Smarter AI Suggestions for Every Developer

Install → open a code file → get better suggestions in under a minute.

• Boost suggestion quality — Suppresses noisy Copilot/AI completions using your real accept/reject history.
• Works with your stack — Enhances GitHub Copilot, Azure OpenAI, Cursor, Claude and more — no tool changes.
• Live metrics in VS Code — See acceptance rate, error rate, latency, and learning scores per session.
• Free to start — 30 optimisations per day with no account, keys, or config required.

What you get — immediately, no setup required

• +30–50% higher Copilot acceptance rate — L.I.F.E suppresses low-quality suggestions before they appear, based on your own accept/reject history.
• Works alongside any AI assistant — GitHub Copilot, OpenAI, Anthropic Claude, Google Gemini, Cursor: one optimisation layer for all of them.
• Self-learns from every suggestion — accept/reject patterns update the engine in real time so quality improves with every coding session.

NEW in v1.1.0 — Microsoft sign-in: One-click authentication via your Microsoft account. Unlimited optimisations for signed-in users, live metrics, and API key stored securely in VS Code. Free tier still available with 30 optimisations/day and no account required.

L.I.F.E is an enhancement layer that works alongside Azure AI, GitHub Copilot, VS Code, and other Microsoft tools — not a replacement.

Why developers choose L.I.F.E

Disclaimer: This is an independent third-party extension. Not affiliated with, endorsed by, or sponsored by Microsoft Corporation, GitHub, Inc., or OpenAI. Works alongside GitHub Copilot, Azure OpenAI Service, Microsoft 365 Copilot, Cursor, Claude, and other AI coding tools.

Pricing

Free tier resets daily at midnight. Power users who hit the limit see upgrade prompts.

Lock in Early Bird pricing →

Platform Screenshots

L.I.F.E Platform — Live Dashboard

Self-Learning Feedback

Rate every suggestion with Accept / Reject / 1–5 stars — the system learns your preferences and suppresses low-quality patterns automatically.

Metrics Dashboard

Recommend to Your Team

Add this to your repo's .vscode/extensions.json and VS Code will prompt every team member to install L.I.F.E automatically:

{
  "recommendations": [
    "LIFEAIEnhancer.life-ai-enhancer"
  ]
}

Who is L.I.F.E for?

• Any developer using AI code assistants — Python, TypeScript, JavaScript, C#, .NET in VS Code
• Azure & Microsoft developers — Azure Functions, DevOps, Microsoft Graph, Power Platform, Bicep/ARM
• Teams (10–500 engineers) — team analytics, Entra ID SSO, GDPR/CCPA-compliant metrics
• Research & academia — free Developer tier for academic research and coursework

How it works

1. You code — the extension watches your accept/reject patterns locally in VS Code.
2. L.I.F.E optimises — your patterns are sent (TLS 1.3) to the Venturi 3-Gate engine which filters suggestions in <0.4 ms.
3. You rate — Accept / Reject / 1–5 stars feeds the self-learning loop; quality improves with every session.
4. Optional EEG — connect Quest 3, Emotiv EPOC, Muse 2, or OpenBCI to adapt suggestion complexity to your real-time cognitive state.

Code context is held in-memory for <1 second and never persisted to disk on L.I.F.E servers.

How L.I.F.E enhances GitHub Copilot

L.I.F.E operates as an optimisation layer around Copilot — it does not replace Copilot, it makes it better. Once connected, L.I.F.E influences Copilot's behaviour, response quality, and accuracy through two channels:

Automatic Enhancement (always-on after sign-in)

After you sign in via the walkthrough, L.I.F.E's Copilot Bridge writes live Venturi engine state into your workspace's .github/copilot-instructions.md file every 30 seconds. Copilot reads this file at the start of every request — inline completions, chat, and edits are all influenced by:

• Current Venturi 3-Gate efficiency scores
• Self-learning acceptance rate and pattern count
• Φ (proto-consciousness index)
• Compute pathway and Brain Library status

No action required. Once connected, Copilot is automatically enhanced. The 30-second sync interval matches the cadence of meaningful engine state change — Copilot re-reads the file at each request start.

@life Chat Participant (optional, real-time)

For deeper, real-time engine integration in Copilot Chat, type @life followed by your question. This injects the freshest engine state (fetched live at that moment) directly into Copilot's language model request.

Note: @life is optional. Copilot is already enhanced automatically via the instructions file. Use @life when you want explicit, real-time engine awareness in a chat response.

Architecture Summary

For full technical documentation, API reference, and Azure integration guides visit the platform:

Open L.I.F.E Platform Docs →

Privacy & Security

Transparency: The Copilot Bridge only writes engine performance metrics (gate efficiencies, Φ, learning rates) to the instructions file. It never writes your code, personal data, or session content.

Full Privacy Policy →

Installation

1. Open VS Code → Extensions (Ctrl+Shift+X)
2. Search "L.I.F.E AI Enhancer"
3. Click Install

Or from the command line:

code --install-extension LIFEAIEnhancer.life-ai-enhancer

Requirements: VS Code 1.95.0+ and an internet connection. That's it.

Unlock unlimited optimisations

1. Ctrl+Shift+P → L.I.F.E: Sign In with Microsoft
2. Authenticate with your Microsoft account (one click)
3. Done — your API key is generated and stored securely in VS Code

Choose a plan on Microsoft Marketplace →

Quick Start

1. Install from VS Code Marketplace
2. Open any code file — L.I.F.E starts optimising immediately
3. Check the status bar — L.I.F.E: Free (3/30 today) shows your daily usage
4. Rate suggestions — Accept / Reject / 1–5 stars to train the self-learning engine

Keyboard shortcuts

Documentation, FAQ & API Reference

All technical documentation, API integration guides, SDK examples, troubleshooting, and FAQs live on the L.I.F.E Platform so you always have the latest version:

Open L.I.F.E Platform → · API Docs → · FAQ →

Known Limitations

• VS Code only — more editors coming soon
• Best language support: Python, TypeScript, JavaScript, C# (Go/Rust/C++ improving)
• Internet required for AI suggestions (offline: syntax highlighting continues)
• Free tier: 30 optimisations/day, resets at midnight
• EEG hardware: Quest 3, Emotiv EPOC+, Muse 2, OpenBCI supported; Legacy Muse (2014) and NeuroSky MindWave not supported

Support

• Platform & Docs: lifecoach-121.com
• Email: Info@lifecoach-121.com
• Support: lifecoach-121.com/support

License

PROPRIETARY — PATENT PENDING

COPYRIGHT © 2024–2026 Sergio Miguel Paya Borrull, L.I.F.ECoach121.com Limited. All Rights Reserved.

Patent: GB2519103.2 — Venturi 3-Gate System, 14 Core Equations, 12-Section Architecture, Neuroadaptive Learning Algorithms.

L.I.F.E Platform · Privacy Policy · Terms