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OpenAI 是如何使用 Codex 的

OpenAI是如何使用Codex: 用例1:代码理解 识别核心逻辑;梳理服务和板块之间的关系;追踪数据在系统中的流转;识别架构模式和文档确实的部分 用例2:重构和迁移: 跨文件执行修改操作;拆分模块 用例3:性能优化: 用于识别并解决性能瓶颈问题 …

Vibe Coding
2026-09-092 分钟544 字chenghaoning51

Vibe Coding 最佳实践

Best practices Strong first use : Context and Prompts Clear prompting makes results more reliable A good default is to include four things in your prompt: Goal: What are you trying to change or build? Context: Which files, folders, docs, examples, or errors matter for this task? You can @ mention certain files as context. Constraints: What standards, architecture, safety requirements, or conventions should Codex follow? Done when: What should be true before the task is complete, such as tests passing, behavior changing, or a bug no longer reproducing? it is similar to Claude Code Best practices …

Vibe Coding
2026-09-092 分钟817 字chenghaoning51

Prompting 要点

Prompting overview Larger task,plz include these parts: Goal Context Output: format,length,level of detail Boundaries Describe the result u need: not detailed list,but needed details those change what AI should produce Add useful context: for example: necessary attach file; visual work: screenshot,image;and point out which area matters web search: Explicitly( 显式地 ) ask to use Web Search in the conversation. share resources: using a directory Use connected sources: name where it should look and what if should find …

Codex
2026-09-072 分钟557 字chenghaoning51

Skills 与 Plugins

Skills & Plugins Helps to complete repeatable work with the right instructions,resources,and tools,They reduce the need to paste the same prompt ,template,requirements,or process into every chat. Skill: A skill packages instructions and supporting resources for a specific task or workflow. Plugin: A plugin is an installable bundle that can include skills, connectors, or both. Connectors are backed by Model Context Protocol (MCP) servers and can optionally include custom ChatGPT UI. …

Codex
2026-09-071 分钟357 字chenghaoning51

个性化 ChatGPT

Personalize GPT set preference and carry useful context across chats: Choose a personality: Friendly, pragmatic,or None Add custom instructions: In your global AGENTS.md Carry context forward with memories: Memories are separate from required project guidance. Keep instructions that must always apply in AGENTS.md or checked-in project documentation. Add recent activity with Computer History Review what Computer History includes before enabling it Manage personalization: pen Settings to update your personality, custom instructions, memories, and other available personalization controls. See ChatGPT desktop app settings for an overview of everyday preferences.

Codex
2026-09-071 分钟88 字chenghaoning51

AGENTS.md 自定义指令

Custom instructions with AGENTS.md agents.md is read before doing any work How codex discovers guidance: The instruction chain: 1.Global scope: in your Codex directory(default~/.codex): u can also use AGENTS.override.md,but only the first non-empty AGENTS.md is read 2.Project scope: At the project root in each directory along the path,it checks for AGENTS.override.md ,then AGENTS.md,then any fallback names in project_doc_fallback_filenames. Codex includes at most one file per directory 3.Merge order: The later ,the higher : because they appear later in the prompt …

Codex
2026-09-071 分钟237 字chenghaoning51

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