AMETHYST: a local-first personal operating system: one AI agent over your files, shell, tasks, calendar, notes and MCP connectors. Python + FastAPI + SQLite, React interface.
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.