nianhua666

代码修改后的全局兼容审查与质量保障。Use when: 代码变更后需要全局兼容性检查、前后端适配验证、Bug 审查、代码质量把控。Covers: compatibility check, frontend-backend sync, bug review, code quality assurance, regression prevention.

Long-running full-stack engineering workflow for planning, building, optimizing, debugging, testing, reviewing, packaging, and releasing software across frontend, backend, desktop, and integration-heavy projects. Use when Codex needs to act like a deeply reliable senior/full-stack engineer for sustained delivery: continue development, optimize UI/UX, fix bugs, improve performance, tune prompts, harden security, run validation loops, maintain task docs, ship releases, or keep a project moving for many iterations with minimal drift.

Build, audit, extend, or package a Chinese National Computer Rank Examination (NCRE) mock-exam desktop app, especially when the task involves Level 2 C language question banks, system-generated exams, AI-generated questions, AI grading, SQLite history tracking, OpenAI-compatible provider settings, desktop webview packaging, or end-to-end quality hardening for an offline-first Windows app.