outcome-first-agent-loop

This skill should be used when the user needs outcome-first plan handoff: explain a plan/TLDR, design Outcome Validation, set a short Codex goal, work from a plan, run independent review, test real or controlled usage, verify whether work is done, or close out development without main-agent self-pass.

This skill should be used when 用户需要结果导向 plan 交接：讲解 plan/TLDR、设计 Outcome Validation、设置简短 Codex goal、按 plan 开发、独立审查、真实/受控使用测试、判断是否完成或开发收口，且要避免主 agent 自评完成。