A minimal terminal-based AI agent to execute shell commands. Supports streaming output, user confirmation before running commands, and is configurable via markdown skill/prompt files.

Specifier takes whatever rough idea you have and rewrites it into something detailed enough to actually build from — then lets you keep refining it in conversation until it says exactly what you mean.

A minimal product that use ESP32-S3 to play mp3 music