Agent Quality Loop · mqzzang bundle Use when a coding or workspace task needs scoped alignment, evidence-only diagnosis of a failing test, build, or behavior, local implementation with self-QA, independent acceptance (独立验收), release preflight, or safe resume of interrupted work, and when the user asks to remember or store a lasting collaboration preference (explicit-only). It keeps task authority separate from assurance and stops at the requested terminal. Do not use for trivial factual answers, dictionary definitions, translations, or casual brainstorming.
