Experimental Research fork — APIs and behaviour may change without notice. Read disclaimer →

A lightweight AI agent research platform. Small enough to understand (~6k lines), modify, and experiment with.

Getting Started

Core Concepts

  • Agent Loop — ReAct loop, sessions, streaming, token budget, error recovery
  • Tools — filesystem, shell, web, browser, KB, cron, spawn
  • Knowledge Base — persistent memory with topics, search, sync
  • Skills — behavioral instructions, self-improvement pipeline, a11y, test automation
  • Sub-agents — background task execution, depth tracking, context anchoring
  • Sub-agents Guide — practical guide to writing good sub-agent tasks
  • Workspace — identity, personality, behavioral templates, TODO tracking

Operations

Reference