Local-First AI Harness

Build with AI where
your work actually happens

Project ATLAS is a local-first AI harness for creators and developers who work across code, game engines, AI media tools, and complex project folders. Understand unfamiliar code. Integrate marketplace assets. Generate creative media. Connect your workflows into one command center.

3
Product Layers
5
Feature Pillars
100%
Local-First
Integrations
The Problem

Creators are drowning in disconnected tools

Your code lives in VS Code. Your game lives in Unreal Engine. Your AI media pipeline lives in ComfyUI. Your docs are scattered. Your model notes are everywhere. Your third-party assets come with code you still have to understand. Most AI tools are fragmented — one chats, another codes, another generates images.

💬

Chatbots

That can't see your project

📝

Code Tools

That don't know your engine

🎨

Media Generators

That exist in isolation

🧩

Marketplace Assets

With incomplete documentation

AI should be the connective tissue, not another silo.

A developer working in UE5 may have to copy code into a chat, paste responses back into VS Code, manually inspect blueprints, document third-party plugins, and manually connect everything to media generation tools. That's not a workflow — it's a maze.

Project ATLAS treats your project as the center of the experience. The assistant understands your codebase, your asset folder, your build structure, your generated media, and your engine context — all from one local-first harness.

The Platform

Three layers. One command center.

Each layer works on its own. Together, they form a complete AI development and creation platform that grows with your needs.

01
💡

Assistant Core

A chat and reasoning layer that answers questions, explains code, reviews files, makes plans, and helps you think through problems — using local models, cloud APIs, or both.

  • Chat with local or cloud AI models
  • Review code without exposing secrets
  • Generate plans, docs, and explanations
  • Use specialized agents and project profiles
02

Creative Workbench

A full front-end workspace for coding, prompt building, ComfyUI orchestration, image generation, music, video, speech, documentation, and project planning — all in one dashboard.

  • AI code editing, review, and task planning
  • Prompt builder for image, video, speech, and music
  • ComfyUI workflow launcher and API controller
  • Character sheets, storyboards, and media pipelines
03
🔌

Tool-Native Integration

Plugins and extensions for Unreal Engine 5, VS Code, and other creative tools that bring project-aware AI directly into the environments where you already build.

  • UE5 plugin for Blueprint/C++ assistance
  • VS Code extension for local-first AI coding
  • ComfyUI connector for prompt-to-image workflows
  • Future: Blender, Maya, Photoshop, and more
Code Intelligence

Understand any codebase faster

Turn unfamiliar code into structured documentation, architecture summaries, dependency maps, and integration checklists — without copying or redistributing protected source code.

1

Point ATLAS at your project

Select any folder — UE5 plugin, Fab asset, GitHub repo, or your own project.

2

Automated analysis

ATLAS scans every file, maps dependencies, and classifies everything by type, size, and role.

3

Structured documentation

Every source file gets a mirror doc. You get architecture summaries, integration plans, and risk assessments.

📁 Project Folder
⚙️ ATLAS Analysis
📄 Clean Docs
Scan Files
Map Deps
Classify
Analyze
Generate
Real Use Case

Fab Assets — From marketplace purchase to production-ready integration

Bought a powerful UE5 building system from Fab that works in the demo but not in your game? ATLAS explains what it does, identifies required settings, maps important files, and creates a practical integration plan for your specific project.

📋

System Summary

Plain-English explanation of the asset, its major classes, and how it's intended to work.

📂

File Mirror Docs

One documentation file per source file, preserving the folder map.

Integration Checklist

Input mappings, project settings, required plugins, and step-by-step migration notes.

⚠️

Risk Review

Hardcoded paths, demo-only logic, null checks, engine version assumptions, and unsafe patterns.

🔁

Replication Review

Determines if the system is multiplayer-ready, client-only, server-authoritative, or unsafe.

🔧

Customization Map

Shows the safest places to change visuals, rules, balance values, data assets, and behavior.

Creative Media

Generate anything from one harness

Connect AI media workflows to your project instead of juggling disconnected tools. Generate prompts, plan scenes, control ComfyUI workflows, and organize outputs around the same creative vision.

🖼️

Image Generation

Prompt engineering, refinement, LoRA planning, and model selection for consistent visual output.

🎬

Video Sequencing

Scene planning, segment generation, storyboard creation, and visual consistency across shots.

🎵

Music & Song

Concept prompting, genre mixing, lyric generation, and soundtrack planning for your projects.

🗣️

Speech & Voice

Voice pipeline planning, character voices, narration scripts, and dialog generation.

Privacy First

Local when it matters. Cloud when you want it.

Private ideas and private code deserve private workflows. ATLAS runs locally when privacy matters, while still supporting optional cloud APIs when you need extra power.

🔒

Local Mode

Run entirely on your machine with Ollama, llama.cpp, or local inference. No data ever leaves.

Private Offline Free
☁️

Cloud API

Optional cloud providers for higher quality reasoning, larger context, and faster setup.

Powerful Scalable Optional
Architecture

Modular by design

ATLAS is built as a modular harness — a core orchestrator connects model providers, tool connectors, agent workflows, memory systems, and front-end experiences.

User Experience Layer
💬 Chat App ⚡ Creative Workbench 🔌 VS Code Extension 🎮 UE5 Plugin 🌐 Local Web UI
Intelligence Core
🧠 Orchestrator 🤖 Agent System 📡 Model Router 💾 Memory & Docs 🔒 Safety Layer
Connected Tools
📁 File System 🔧 VS Code API 🎮 UE5 Editor 🖼️ ComfyUI ⚙️ Git & CLI
Roadmap

Built in phases

Starting with a focused code intelligence MVP, then expanding into a full creative and development platform.

Phase 0 — Current

Foundation & Research

Core architecture, model routing, safety layer, and clean-room documentation engine.

Phase 1 — Code Intelligence MVP

Project Analysis & Clean Docs

Folder scanner, batch analyzer, mirrored documentation, integration reports, Markdown/PDF export.

Phase 2 — VS Code Harness

Code Where You Code

VS Code extension, project rules, context packs, command palette actions, local model configuration.

Phase 3 — Creative Workbench

Media & Prompt Generation

Prompt builder, ComfyUI connector, model cookbook, image/video/music planning tools.

Phase 4 — UE5 Engine Bridge

AI Inside Unreal Engine

UE5 plugin, project/asset indexer, C++/Blueprint helper, Fab integration workflow.

Phase 5 — Workflow Marketplace

Reusable Recipes & Community

Workflow packs, documentation templates, model configs, community sharing and discovery.

Phase 6 — Team & Studio Features

Collaboration at Scale

Project memory, permissions, shared docs, team workflows, audit history, enterprise features.

Capabilities

Everything you need. Nothing you don't.

Five core pillars that work together to cover the full spectrum of AI-assisted creation.

📖

Code Understanding

Architecture summaries, file-by-file documentation, dependency maps, risk identification, and onboarding docs for new developers.

⌨️

AI Coding Harness

Chat with project context, implementation plans, safe patches, batch workflows, and project-specific coding standards.

🎮

Game Dev Integration

UE5 C++ & Blueprint assistance, Fab asset integration, plugin review, multiplayer reasoning, and project migration help.

🎨

Creative Media

Image, video, music, and speech generation. Character sheets, storyboards, LoRA planning, and visual consistency systems.

⚙️

Workflow Orchestration

Multi-step workflows, prompt-then-render pipelines, queues, agents, repeatable recipes, and a model cookbook.

🔒

Local-First Security

Project permissions, network controls, write approval, command safety, export boundaries, and license compliance reminders.

Get Involved

Ready to build with ATLAS?

Project ATLAS is in active development. Join the community, follow the journey, or request early access to the first build.