Long, Resumable Coding Tasks With Notes And A Persistent Goal

Swival is a Python CLI coding agent designed to work equally well with open/local models and hosted APIs. It adds context management, resumable goal-driven sessions, review and security-audit passes, secret filtering, plus MCP/A2A/ACP integration and a Python API.

AI Coding | Python · cli · coding-agent