這篇文章介紹了一套 Xcode 開發工具包，旨在強化 AI Agent 協助應用程式開發的能力，特別強調了可視化構建反饋的重要性。
工具安裝與設置
- 下載安裝「App-Creator」技能，並透過 Codex 取得幫助
- 執行「Doctor」腳本確保環境正確配置（包含 Xcode 和 xcbeautify）
- 應用程式設計應保持簡潔，限制在 1-2 個螢幕內
核心架構
- 透過 xcodegen 或 tuist 自動化 Xcode 專案框架生成
- 提供多個增強 Agent 工作效能的腳本
- 包含兩個子技能：xcode-makefiles 和 simple-tasks，可選擇使用部分或全部功能
關鍵觀點
使用者明確指出，在搭配 GPT-5.4 和 Codex 開發應用時，Makefile 讓 Agent 看見問題是關鍵。若 Agent 無法接收構建失敗的反饋，最終無法產出可運行的應用程式——直指當前 AI 輔助開發的核心痛點。
持續學習資源
作者邀請開發者訂閱「AI Code Brief」週刊，提供技術新知、Codex 實用技巧、五項資源連結和社群亮點。
Download and install the skill. Ask Codex if you need help. https://t.co/dLpzNOf7Vv
— Paul Solt (@PaulSolt) March 25, 2026
Use the Skill: App-Creator - There's a Doctor script to make sure you have the correct tooling, install anything it needs (Xcode + xcbeautify).
Keep the app focused to 1-2 screens, so you… pic.twitter.com/YMCJ1qsWZb
Under the hood, it scaffolds the Xcode project using either xcodegen or tuist.
— Paul Solt (@PaulSolt) March 25, 2026
Then there are scripts to empower the agent to work effectively.
There are two subskills:
1. xcode-makefiles
2. simple-tasks
Use all or part of the features you find useful.
Makefiles that allow agents to see the problems are key when developing apps with GPT-5.4 and Codex.
— Paul Solt (@PaulSolt) March 25, 2026
If your agent can't see build failures, you won't get a working app.
Want to learn how to improve your app development process?
— Paul Solt (@PaulSolt) March 25, 2026
Join my weekly newsletter on app development with agents: AI Code Brief.
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