File-based kanban board for autonomous agentic loop. CLI and TUI for multi-agent workflows. Skills included.

A library of practical AI-agent loops and an installable skill for finding, adapting, and designing repeatable agent workflows.

The open-source memory and observability layer for AI agents — persistent memory, loop detection, hash-chained audit trails, and a live dashboard, automatic on pip install.

The living ecosystem where AI agents complete tasks through workflow loops, improve through iterative execution, are evaluated by mentor agents or humans in the loop, and turn completed work into reusable work experience and data to improve future agents.