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The Glue Between

AI Agents and Repositories

What is Genie?

Genie is your universal AI companion that ships ready-to-run AI workspaces in minutes, keeps templates in sync, and exposes a battle-tested CLI + MCP server for any agent to work with full repository context.

The Problem

Setting up AI agents to work with your code is tedious:
  • Manual Setup: Hours configuring each new project
  • Context Loss: Agents donโ€™t understand your repository structure
  • Template Drift: Starter templates get out of sync
  • No Standards: Every project configured differently
  • Integration Friction: Hard to connect agents to your workflow

The Solution

Genie provides instant AI-ready workspaces with deep repository understanding:

Ready-to-Run Workspaces

Ship AI workspace in minutes. Everything configured, indexed, and ready for agents.

Template Sync

Keep your project templates up-to-date automatically. No more drift.

Battle-Tested CLI

Production-proven command-line interface for AI agent interactions.

MCP Server Built-In

Any MCP-compatible agent can access your repository through Genie instantly.

Key Features

๐ŸŽฏ Structured Autonomous Framework

Implements the plan โ†’ wish โ†’ forge โ†’ review workflow:
  • Planning: AI agents analyze and plan changes
  • Wishing: Define what you want to build
  • Forging: Execute development with AI
  • Reviewing: Validate and refine results

๐Ÿงฉ Orchestration Primitives

Building blocks for AI-powered development:
  • Context Management: Maintain state across sessions
  • Task Decomposition: Break down complex goals
  • Workflow Coordination: Manage multi-step processes
  • Result Validation: Ensure quality outputs

๐Ÿ”ฎ Meta-Learning Capabilities

  • Repository Understanding: Deep analysis of codebase structure
  • Pattern Recognition: Learn from successful workflows
  • Context Preservation: Remember past interactions
  • Adaptive Behavior: Improve over time

๐Ÿค– Specialized Delivery Agents

  • Coder Agent: Writes production-quality code
  • Reviewer Agent: Validates and improves code
  • Documenter Agent: Maintains documentation
  • Tester Agent: Creates comprehensive tests

Who is Genie For?

Set up AI assistance for your projects in minutes, not hours.
Standardize AI tooling across your team with template management.
Build on top of proven orchestration primitives and workflows.
Let AI agents help with issues, PRs, and documentation automatically.

Why โ€œGenieโ€?

A genie grants wishes and makes magic happen - and thatโ€™s exactly what this tool does. It takes your development wishes and makes them reality through AI orchestration and automation.

Architecture

Workflow: Plan โ†’ Wish โ†’ Forge โ†’ Review

1

Plan

AI agents analyze the repository, understand structure, and create execution plans.
2

Wish

Define what you want to build - features, fixes, or improvements.
3

Forge

AI agents execute the plan, writing code, tests, and documentation.
4

Review

Validate results, ensure quality, and refine as needed.

Use Cases

Project Bootstrapping

Start new projects with AI-configured templates instantly.

Code Generation

Generate features with full repository context and conventions.

Documentation

Keep docs in sync with code automatically.

Refactoring

Large-scale refactoring with AI understanding your architecture.

Philosophy

Genie embodies our core philosophy:

AI that elevates human potential, not replaces it

  • You wish - Genie orchestrates
  • You review - Genie executes
  • You decide - Genie suggests
  • You own - Genie assists

Next Steps