Front-door lead agent for ambiguous goals.
Durable software engineering agent for reusable code and artifacts.
Lightweight execution agent for basic bash and dependency-free scripts.
Installs new durable agents into the runtime.
Cron-driven root orchestrator of the evolution pipeline: analyses sessions, triggers curator + steward, surfaces admin proposals.
Operator-triggered: decides whether a tactic proven in a session should become reusable, and by which route — instruction, wrapper, or new skill.
Generates wrapper agents for I/O gaps
Cross-session learning distillation and per-agent performance scoring for the evolution pipeline.