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gpt-5-4-prompting

Compose structured XML prompts for Codex and GPT-5.4 coding tasks.

247|200|Updated Mar 31, 2026
Search Tags:#code review#research#coding#diagnosis#prompting
One-click install
npx skills add https://github.com/JackProAi/JackProAi-claudecode3.1 --skill gpt-5-4-prompting-jackproai
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: gpt-5-4-prompting
Source: https://github.com/JackProAi/JackProAi-claudecode3.1/tree/main/.claude-local-runtime/home/plugins/cache/openai-codex/codex/1.0.2/skills/gpt-5-4-prompting
Command: npx skills add https://github.com/JackProAi/JackProAi-claudecode3.1 --skill gpt-5-4-prompting-jackproai

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill addresses the challenge of crafting precise and effective prompts for Codex and GPT-5.4, streamlining coding, review, diagnosis, and research tasks within the Codex Claude Code plugin.

Core Features & Use Cases

  • Prompt Composition: Offers a structured approach to creating prompts for Codex and GPT-5.4, ensuring clarity and efficiency.
  • Task Specificity: Provides templates for various tasks such as coding, review, diagnosis, and research.
  • Use Case: When working on a complex codebase, use this Skill to generate prompts that guide Codex through debugging or code review processes.

Quick Start

Use the gpt-5-4-prompting skill to generate a diagnosis prompt for the failing test in the current repository.

Frequently Asked Questions about gpt-5-4-prompting

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I compose effective prompts for Codex and GPT-5.4 to perform coding tasks?▼

To compose effective Codex and GPT-5.4 prompts for coding tasks, use structured XML tags and clear task definitions to ensure precise prompt generation and streamline the coding workflow.

What is the best way to structure prompts for code review and diagnosis in Codex?▼

The best way to structure prompts for code review and diagnosis in Codex is by using a structured approach with specific templates that guide the model through debugging and reviewing complex codebases.

Can I use this prompting approach for research tasks within the Claude Code plugin?▼

Yes, you can use this prompting approach for research tasks within the Claude Code plugin, as it provides task-specific templates designed to optimize Codex and GPT-5.4 for comprehensive code research.

Do I need structured XML tags to generate prompts for GPT-5.4?▼

Yes, you need structured XML tags to generate prompts for GPT-5.4 because this Skill is optimized for use within the Codex Claude Code plugin, requiring clear task definitions and structured formatting.

Why does my Codex prompt fail to debug a failing test in my complex codebase?▼

Your Codex prompt may fail to debug a failing test because it lacks precise task definitions and structured XML tags, which are required to effectively guide GPT-5.4 through complex codebase diagnosis.

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