@mashirops

auto-memory-distiller incrementally converts long conversation logs into themed markdown knowledge cards with source pointers, running silently via cron or heartbeat trigger without token waste or topic fragmentation.

subagent-distiller extracts structured knowledge from conversations via incremental scanning and filters low-value content, but lacks concrete decision criteria and deployment validation steps.

Manage complex tasks with 5+ steps or duration >20 min, tracking progress via task files and sending periodic status reports until completion or pause.

Enables the Agentic Workflow (Kanban + Heartbeat + QA Subagent). Use this when instructed to set up a continuous, asynchronous task system for any agent.