qingqingpi

Loop Engineering

skill-qingqingpi-loop-engineering-skill-loop-engineering · by qingqingpi

Use when designing, evaluating, diagnosing, or hardening a repeated or unattended AI-agent loop that attempts work, verifies it, revises against feedback, and stops or escalates under a budget — self-running agents, maker-checker systems, queue-processing agents that retry or revise items against a verifier, multi-agent refinement, or a loop that drifts, burns tokens, or passes its checks while m…