frago-cli 0.44.4

frago - Agent OS for AI agents: runtime, resource management, environment sync, and GUI for non-technical users

frago

Skeleton framework for AI Agents — Let AI remember how to complete tasks, instead of exploring from scratch every time.

简体中文

Why frago

AI Agents are smart, but unpredictable. Ask the same task 10 times, you might get 10 different results — some work, some don't.

frago solves this with Recipe system: validated automation scripts that run deterministically. Once a Recipe works, it works every time.

Predictable execution. That's what matters.

Same philosophy as Anthropic's "Code execution with MCP": deterministic code beats repeated LLM exploration. frago uses Recipes instead of MCP.

Comparison

	Cowork	OpenClaw	frago
Best for	Daily tasks	Cross-platform assistant	Reusable automation
Workflow	Chat → AI explores	Chat → AI explores	Explore → Agent auto-solidifies → Deterministic execution
Foundation	Claude Agent SDK	Custom	Claude Code

Quick Start

uv tool install frago-cli   # Install
frago init                   # Initialize
frago server start           # Start Web UI → http://127.0.0.1:8093

New to uv? See Installation Guide.

Requirements

Dependency	Version
Python	3.13+
Node.js	20+
Chrome	Latest

How It Works

frago integrates with Claude Code through slash commands:

/frago.run     Explore and research, accumulate experience
     ↓
/frago.recipe  Solidify experience into reusable recipes
     ↓
/frago.test    Validate recipes (while context is fresh)

The Recipe Advantage

AI exploration:   Unpredictable — might succeed, might fail, might take wrong path
                      ↓
                  Once it works → save as Recipe
                      ↓
Recipe execution: Deterministic — validated script, guaranteed results

Recipe = muscle memory. No thinking, just doing.

Core Systems

System	Purpose
Recipe	Reusable automation scripts (chrome-js/python/shell)
Run	Persistent task context with JSONL logs
CDP	Native Chrome control (~2MB, no Node.js relay)
Web UI	Browser-based GUI on port 8093

CLI Commands

# Recipe management
frago recipe list              # List all recipes
frago recipe run <name>        # Execute recipe

# Browser control
frago chrome navigate <url>
frago chrome click <selector>
frago chrome screenshot <file>

# Server
frago server start/stop/status

Documentation

• Installation — Setup and prerequisites
• User Guide — Commands and usage
• Concepts — Run, Recipe, Skill relationships
• Architecture — Technical design
• Recipes — Recipe system deep dive

Resource Sync

Keep your recipes synced across machines:

frago sync --set-repo [e-mail]:you/my-resources.git
frago sync  # Bidirectional sync

License

AGPL-3.0 — See LICENSE

Contributing

• Submit Issue
• Discussions

---

Created with Claude Code