AI Context Engine
Stop prompting.
Start engineering.
Generate contexts for AIs from your files, work smarter, get better results, and save a massive amount of work.
🎉 Public Alpha Available:
Wuniq is stable for evaluation and use in non-critical environments.
You can use Wuniq for programming, writing a great novel, or whatever you need, the only limit is your imagination.
✨ If you often use tools like ChatGPT, Claude, Gemini, or other AIs,
this is your tool!
100% local. Create consistent, up-to-date contexts directly from your files, with no duplicates and no copy/paste.
For chats or any app with integrated AI, Wuniq assembles information from multiple sources, avoids redundancy, and applies your rules—which you can define on the fly. Wuniq mixes the text you write with file inclusion commands.
This is one of those small tools that proves incredibly useful: as you interact with AIs, you turn information into reusable knowledge for the next iterations.
Wuniq automatically generates prompts from the selections you choose, applying the logic you define. At first it may feel slower than writing a single prompt, but after about 25 prompts you’ll notice your workflow speeds up dramatically: you halve the effort each time you create a new one. Plus, AIs respond better because they receive higher-quality context.
Coming soon, it will even reduce token usage through an intelligent system—lossless or lossy—adaptable to any type of text!
🎯 Perfect for
- 🤖 Software developers, on projects big and small.
- 🧠 Technical writers and documentarians seeking consistency.
- 🧑 Heavy AI users who work with lots of content and want consistent, repeatable results.
🚀 Get started in 8 minutes
- Install Wuniq (includes Console and Studio).
- Create a project with your files.
- Generate your first context with one click.
- Paste the result into your favorite AI.
🎉 The “wow” moment repeats every time
When you update a file or open a new conversation, you regenerate the context and everything stays in sync—no copy/paste, no loss, no inconsistencies.
📦 What’s included in the install
- Wuniq Console — CLI for developers. Perfect integration with any IDE (with or without built-in AI).
- Wuniq Studio — Desktop app with drag-and-drop UI. Ideal for non-programmers.
Both share the same engine.
🔍 How it works (for the curious)
You define what to include, how to organize it, and under what conditions (ahead of time or on the fly). Each time you generate a prompt, Wuniq reads the files at that moment, processes your structure, and creates an optimized, up-to-date context.
The recipes philosophy ensures every ingredient (file) is included exactly once, avoiding redundancy and reducing token usage.
Your project becomes a living, programmable knowledge base. Recursive expansion processes commands inside any file, creating multi-level contexts. You build a modular, reusable system where sections or chapters add up to fresh information when launching prompts. It’s a new way of working with AI that accelerates your workflows.
💡 The ultimate proof
Wuniq isn’t theory: all of Wuniq’s code was generated by AI using Wuniq. There was no human code review; I only run functional tests to ensure the product behaves as described. This demonstrates the approach’s capability while highlighting the importance of continuous testing.
🛠️ Project status
Current version: 0.1 (Functional Alpha)
Wuniq works and is stable for daily use; it’s under active development. Minor bugs may appear. Essential manual (15 min) available on the website.
👏 Coming soon:
- Smart analyzers for code and text (up to 90% token reduction).
- More IDE integrations.
- Community templates.
- ... and more.
🔒 Privacy & philosophy
All processing is 100% local. Your files never leave your computer. No telemetry, no accounts, and no subscriptions. A personal project I’m sharing because it can help others. No hidden costs.
Product features
Everything you need for advanced context engineering.
Turn your projects into a living, programmable knowledge base.
Automatic assembly from multiple files (code, Markdown, PDF, Word, OpenOffice, plain text).
Instantly reflects changes when you edit your files.
Recursive processing to create deep, multi-level contexts.
Automatically discover and link supplementary information across files.
Reproducible recipes: programmable prompt templates; same input ⇒ same output.
No duplicates by design: each file is included only once (token savings).
Variables and conditionals for adaptive prompts.
Real scalability: from a simple script to thousands of enterprise documents.
Customizable syntax to avoid conflicts with your code or texts.
Two experiences: Console (for IDEs) and Studio (visual drag-and-drop).
100% local and free: no accounts, no clouds, no limits.
Coming soon: Smart analyzer to summarize code and text while saving tokens.
The Problem Wuniq Solves
How much time do you waste preparing contexts for AI requests?
Every week, hours are lost on:
Copying/pasting base prompts with minor changes.
Manually keeping files in sync.
Wasting tokens on redundant content.
Inconsistent responses from minimal variations.
Complex prompts that don't scale.
Hours of manual work that could be automated.
Wuniq eliminates this at the root: it assembles code, documentation, and data into orchestrated prompts that deliver consistent, professional results.
THREE FUNDAMENTAL PILLARS
Automate Your Workflow
Reduce hours of work to seconds. Wuniq intelligently assembles your entire context from multiple sources. Simply drop a file and let the engineering do the work.
Surgical Precision
Get consistent answers with deterministic contexts. Use variables and conditional logic to control every detail, ensuring the AI always receives the exact same, perfectly structured information.
A Living Knowledge Base
Transform your files into a smart, programmable asset. With recursive inclusions and automatic contexts, your project becomes a modular system that evolves and scales with you.
The Power of an Elegant Syntax
Simplicity on the surface, infinite power at the core.
🔍 Assemble contexts from any source
Forget juggling dozens of tabs and documents. With a system of simple commands, you can instantly incorporate content from multiple sources. Wuniq intelligently merges code, documentation, notes, and data into a single, perfectly orchestrated prompt.
It supports virtually any file type—from plain text and Markdown to PDF, Word, and OpenOffice—so you can work without worrying about formats or compatibility.
# Include project documentation
@> docs/README.md
# Process with expansion
@+ templates/main.md
# Analyze and summarize code
@% src/PaymentProcessor.cs
🔧 Build smart, adaptive prompts
Your context should be as dynamic as your project. Use variables to manage changing information like version numbers or file paths. Implement conditional logic to include specific content only when needed.
Wuniq even discovers and links supplementary information automatically, allowing your project files to enrich themselves autonomously. You're not just creating a prompt; you're designing a programmable instruction set.
@$ environment = "production"
@$ version = "2.1.0"
@?if environment == "production"
@> config/prod.json
@+ security/prod-checks.md
@?else
@> config/dev.json
@?endif
Current version: @= version
🌳 Create deep, modular knowledge
Go beyond simple file inclusion. Wuniq's recursive expansion system allows it to process commands within included files, creating powerful, multi-layered contexts.
Build a modular ecosystem where small, reusable pieces of knowledge intelligently connect to form a coherent and comprehensive whole.
⚙️ Full customization, no conflicts
Worried that Wuniq's syntax might interfere with your code or content? Wuniq lets you completely redefine every command symbol in a simple configuration file.
Your content remains pure and untouched, while the tool adapts to work exactly as you need it to.
wuniq:
Commands:
file: "!include"
file_summarize: "#analyze"
var_set: "$define"
conditional_if: "?IF"
💻 Choose your perfect workflow
Wuniq adapts to your style. For developers, Wuniq Console integrates seamlessly into any terminal for an ultra-fast, keyboard-driven experience.
For those who prefer a visual interface, Wuniq Studio offers an elegant desktop application with drag-and-drop functionality and real-time feedback.
THE ULTIMATE PROOF OF POWER
Built with Its Own Magic
Wuniq isn't theory. It's the demonstration of its own power. The entire tool has been built by AIs using Wuniq. Not a single line of code was programmed manually. Every feature and optimization is the result of the workflow that Wuniq enables. We don't program: we direct, orchestrate, and create.
This isn't a promise. It's a fact.
Discover the story of how Wuniq was forged and how you can apply the same principles to your projects.
Read the Full Story on Our BlogThe Wuniq Difference
Why professionals choose Wuniq
Absolute Determinism
Always the same result. No exceptions. Unlike other tools that "approximate" or "guess," Wuniq guarantees that the same input always produces the exact same output. No surprises, just mathematical precision in every run.
Surgical Control
You decide what, how, when, and why. You don't depend on opaque algorithms or systems trying to guess what context you need. You control with millimeter precision what is included, how it's processed, in what order, and under which conditions.
Recipe Philosophy
Each ingredient, once, at the perfect moment. Like a master chef, Wuniq treats each file as a unique ingredient. It is included exactly once, at the right time, creating the perfect result without duplication, waste, or redundancy.
Infinite Scalability
From one file to thousands, with the same simplicity. The same system that works for a 3-file project scales effortlessly to enterprise projects with thousands of files. The complexity grows, the simplicity remains.
Get Started Today
Are you ready to redefine how you work with AI?
Thousands of wasted hours. Hundreds of inconsistent prompts. Dozens of missed opportunities.
That all ends today.
Download Wuniq and experience the transformative power of context engineering.
No time limits. No credit cards. No hidden commitments.
Your AI is waiting for clear orders. It's time to give them.
Create consistent and up-to-date contexts from your files, with no duplicates or copy/pasting. For chat or for tools with integrated AI: Wuniq assembles information from multiple sources, avoids redundancies, and applies recipes—that is, your own programmable prompt templates (with variables and conditional logic) that you can also define on the fly, ensuring the same input produces the same output. Save time and eliminate the chaos of preparing every conversation with ChatGPT, Claude, or Gemini. Coming soon: it will even be able to reduce token consumption—through an intelligent lossless or lossy system—for any type of text!
Wuniq: Where chaos becomes clarity, prompts become engineering, and you become the director.