Always-on mode that makes the agent take the smallest complete change: reuse what exists, then the standard library, then minimal code.
171,652 GitHub stars on DietrichGebert/ponytail

Every spell in this class, in the row where it usually goes. Pick a few from each row for a loadout.
ScoutGather context
Nothing equipped here
CraftMake the thing
TestCheck the work
Nothing equipped here
ShipDeliver it
Nothing equipped here