description = "Jeffrey Emanuel's discovery: LLM agents produce best work through 4-5 iterative refinements. Breadth-first exploration, then editorial passes." formula = "rule-of-five" type = "expansion" version = 1 [[template]] description = "Initial attempt at: {target.description}. Don't aim for perfection. Get the shape right. Breadth over depth." id = "{target}.draft" title = "Draft: {target.title}" [[template]] description = "First refinement pass. Focus: CORRECTNESS. Fix errors, bugs, mistakes. Is the logic sound?" id = "{target}.refine-1" needs = ["{target}.draft"] title = "Refine 1: Correctness" [[template]] description = "Second refinement pass. Focus: CLARITY. Can someone else understand this? Simplify. Remove jargon." id = "{target}.refine-2" needs = ["{target}.refine-1"] title = "Refine 2: Clarity" [[template]] description = "Third refinement pass. Focus: EDGE CASES. What could go wrong? What's missing? Handle the unusual." id = "{target}.refine-3" needs = ["{target}.refine-2"] title = "Refine 3: Edge Cases" [[template]] description = "Final polish. Focus: EXCELLENCE. This is the last pass. Make it shine. Is this something you'd be proud to ship?" id = "{target}.refine-4" needs = ["{target}.refine-3"] title = "Refine 4: Excellence"