Atlas: The Skill-Learning Agent (v2.2.0)

Atlas (formerly Arch) is an autonomous agentic framework built on LangGraph that learns, refines, and executes specialized skills using Gemini 2.5.

📖 Documentation

• Code Walkthrough: A comprehensive guide to the Atlas architecture, nodes, and first-class skill tools.
• Latest Progress: Real-time update on the latest features and stability fixes.

🚀 Getting Started

1. Install:

   pip install -e .

2. Configure: Set GOOGLE_API_KEY and SUPABASE_URI in your .env.
3. Run:

   python -m skill_agent.cli

🧠 Core Features

• First-Class Skill Tools: Dynamically loads @tool decorated scripts from the skills/ directory.
• Gemini 2.5 Tiering: Uses flash for planning/execution and pro for reflection.
• Surgical Refinement: Preserves work context when looping back for refinements.
• Persistent Checkpointing: Integrated with Supabase/Postgres for long-running task persistence.
• Strict Sequencing: Enforces turn-taking rules to ensure clean LLM interactions.