langgpt

Generate structured prompts using a fixed Markdown schema with Role, Profile, Goal, Rules, Workflow, and Initialization sections.

Updated Apr 27, 2026
One-click install
npx skills add https://github.com/Pans0020/opencode-skills --skill langgpt
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: langgpt
Source: https://github.com/Pans0020/opencode-skills/tree/main/langgpt
Command: npx skills add https://github.com/Pans0020/opencode-skills --skill langgpt

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

LangGPT helps you stop writing one-off prompts by providing a reusable, sectioned template that turns vague requests into a clear, model-ready structure.

Core Features & Use Cases

  • Structured prompt templates: Generates paper-style Markdown sections like Role, Profile, Goal, Rules, Workflow, and Initialization for consistent outputs.
  • Reusable schema for iteration: Encourages preserving user requirements as modular structure so you can refine and reuse prompts across tasks.
  • Clear usage boundaries: Prevents forcing structured formatting on code, logs, commands, config, or error messages.
  • Use case: When you need the assistant to produce highly organized writing (e.g., planning a proposal, drafting an analysis paper, or designing a repeatable prompt standard for a team).

Quick Start

Use the langgpt skill when you want an assistant to write a structured, sectioned prompt for your next task with Role, Goal, Rules, Workflow, and Initialization.

Frequently Asked Questions about langgpt

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

FAQPage Schema
How do I turn messy ideas into structured prompts for writing tasks?

You can create structured prompts by using a fixed Markdown schema with Role, Profile, Goal, Rules, Workflow, and Initialization sections. This template transforms vague requests into reusable, model-ready structures for organized writing.

What is the best way to create reusable prompt templates for a team?

The best way to create reusable prompt templates is preserving user requirements as a modular Markdown structure. This allows you to refine and reuse the same sectioned standard across different planning and specification tasks.

How does role prompting work within a structured writing template?

Role prompting works within a structured writing template by defining the assistant's persona in the Role and Profile sections. This ensures the model adopts the correct perspective before executing the Goal and Workflow instructions.

When should I not use structured prompt formatting for AI outputs?

You should avoid structured prompt formatting for code, logs, commands, configurations, or error messages. The Markdown schema is designed for organized writing tasks, and forcing it on technical outputs creates unnecessary structure.

Can I use Markdown to design a prompt workflow for planning a proposal?

Yes, you can use Markdown to design a prompt workflow for planning a proposal by defining sequential steps in the Workflow section. This ensures the assistant produces highly organized, sectioned writing instead of free-form prose.