loop-engineering-kit

Turn a rough product or engineering idea into a reviewed, implementation-ready spec through a bounded loop — frame, research, a required grill interview that challenges the idea, draft, review, revise, verdict. Use when an idea, feature request, or problem statement needs to become a durable, evidence-backed spec before implementation starts, or when a spec must be produced that a downstream done gate can later prove.

Drive a reviewed spec to evidence-backed, integrated closure — grill the spec at intake until it is fully understood, decompose it into owned work items, build each against targeted criteria, gate every merge per item, maintain a criterion-to-evidence ledger, and close only when an integrated done gate passes. Use when implementing an accepted spec with one agent or a team, and "done" must mean the integrated whole works together, not that an individual task went green.