AI-Shell-Team/aish

Implements a full pseudo-terminal (PTY) shell that integrates LLM-powered command generation via tool-calling APIs, enabling natural language task descriptions to be translated into executable shell commands. Features configurable risk assessment with multiple confirmation levels, optional sandbox pre-execution for safe command validation, and a hot-loadable skills plugin system for extending domain knowledge—all while maintaining compatibility with interactive programs like vim and ssh. Supports multi-model LLM backends through LiteLLM abstraction and optional Langfuse observability integration.