butterfly-agent

Butterfly agent-runtime guide — covers both CLI usage (running agents, managing sessions, creating agents, viewing logs) and development on the Butterfly codebase itself (runtime, providers, session lifecycle, CLI/web changes, tool/skill engine, agent updates, tests, docs). Load this skill whenever the user asks how to use Butterfly from the terminal OR asks for work that changes Butterfly itself.

Create or modify tools (.json + .sh pairs) and skills (SKILL.md files) and hot-reload them into the active conversation using reload_capabilities. Use when you want to build a new capability, extend yourself with a new tool, fix an existing tool, create or update a skill, or build a complete application (web server, API, data pipeline, CLI) — all without restarting.

Create or modify tools (.json + .sh pairs) and skills (SKILL.md files) and hot-reload them into the active conversation using reload_capabilities. Use when you want to build a new capability, extend yourself with a new tool, fix an existing tool, create or update a skill, or build a complete application (web server, API, data pipeline, CLI) — all without restarting.