System Operations

• For file read/write operations pertaining to Codex (any MCP instance), the recommended approach is to employ mcp-filesystem-python.
• 对于涉及 Codex（任何 MCP 实例）的文件读写操作，推荐采用 mcp-filesystem-python。

Artifact Orchestration

• Use pybuild.py as the industrial-grade build engine. It replaces traditional Makefiles to manage environment validation, path resolution, and PyInstaller synthesis in a high-cohesion, Pythonic manner.
• 使用 pybuild.py 作为构建引擎。它通过 Python 化方式替代了传统的 Makefile，用于管理环境校验、路径解析及 PyInstaller 综合打包。

AI Agent Context: AGENT.md

• This file is strictly reserved for Python-specific context. It serves as the primary "Source of Truth" for AI Agents regarding project internal logic, coding standards, and dependency graphs.
• 此文件仅用于 Python 专用上下文。它是 AI 代理关于项目内部逻辑、编码标准和依赖图谱的核心“事实来源”。

AI Agent Context: workflows

• Designed for CI/CD automation. It provides the AI with structural examples and templates for generating or maintaining GitHub Actions and deployment pipelines.
• 专为 CI/CD 自动化设计。为 AI 提供结构化示例和模板，用于生成或维护 GitHub Actions 脚本及部署流水线。