Forge is an AI-enhanced terminal development environment functioning as a coding agent. It operates in multiple modes: interactive TUI, one-shot CLI, and ZSH plugin with a : prefix command system. The tool integrates with shell commands, git, and semantic workspace search while providing skills and conversation management for autonomous coding tasks across multiple AI model providers.