@mashirops

agentic-workflow provides a kanban-based task orchestration pattern using heartbeat-driven state machines and a maker-checker qa loop, but lacks concrete implementation details and failure recovery specifics.

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.