Make AI codingactually reliable

The universal context system that teaches AI assistants your standards. One config. Every project. Measurable quality.

Get Started Free Star on GitHub

zsh

~ git submodule add https://github.com/EngXMax/engxmax .ai-context

~ .ai-context/scripts/setup.sh --ide copilot --stack react-typescript

✓ Created .github/copilot-instructions.md

Done. Your AI now reads from .ai-context/

Works with every AI assistant

GitHub

Cursor

Claude

Windsurf

The Problem

AI coding is broken

Powerful but unpredictable. Every developer gets different output, with no way to enforce standards.

Inconsistent

Same prompt, different results. No shared standards across your team or projects. Quality varies wildly.

Unmeasurable

How do you know if AI output is good? No benchmarks, no scores, no way to track improvement over time.

Lacks Context

AI doesn't know your conventions, protected files, or workflows. You repeat yourself every session.

The Solution

One system. Every AI.

A structured context pack that works with any AI coding assistant. Define standards once, enforce them everywhere.

Core Rules

Universal behavioral guidelines for AI assistants. Git workflows, quality standards, security rules.

behavior.mdquality.mdsecurity.mdgit.md

Stack Patterns

Technology-specific patterns for React, Python, Node.js. Best practices, testing, gotchas.

react-typescript/python/node-backend/

IDE Adapters

Auto-generated instruction files for GitHub Copilot, Cursor, Claude, Windsurf. One source.

copilot-instructions.md.cursorrulesCLAUDE.md

12 Quality Dimensions

Measurable aspects of software quality. Structure, testing, docs, security. Track over time.

QUALITY_DIMENSIONS.md

Getting Started

Set up in 5 minutes

Add EngXMax to any project. Your AI assistant immediately starts following your standards.

01Add submodule

terminal

git submodule add https://github.com/EngXMax/engxmax .ai-context

02Generate adapter

terminal

.ai-context/scripts/setup.sh --ide copilot --stack react-typescript

03Done

terminal

# Your AI now reads from .ai-context/
# One adapter file created for your IDE
# All instructions in the submodule

Built for developers who care about quality

Solo Developers

Professional-grade AI output from day one.

Teams

Shared standards. Same AI behavior for everyone.

Enterprises

Compliance-ready. Measurable. Scalable.

Open Source

Clear contribution standards. Quality badges.

Ready to make AI coding reliable?

Start free. Open source core. Premium features for teams.

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