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LangGPT

Product information, use cases, and access for LangGPT.

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VerifiedSeptember 6, 2026

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What is LangGPT?

LangGPT is a structured and reusable prompt-design framework for people who want a more systematic way to write and maintain prompts for large language models. Drawing on ideas from programming languages, it organizes a prompt into understandable parts such as a role, goals, rules, skills, and a workflow.

Users can start from a template, combine modules, and introduce variables or commands to represent changing parts of a prompt. They can then test the result with a language model and refine it, making the framework useful for individual prompt libraries as well as developers, content creators, and teams that need clearer, repeatable prompt-design practices.

Key features of LangGPT

  • Structured templates

    Use layered templates to organize roles, goals, skills, rules, and workflows into a clearer prompt structure.

  • Prompt modularity

    Break prompts into composable modules that can be selected, adjusted, and reused for different tasks.

  • Variables and commands

    Represent changing content with variables and define commands as interaction entry points to reduce repeated prompt writing.

  • Workflow design

    Define how a model receives input, identifies intent, applies skills, and delivers an outcome for more complex tasks.

  • Prompt iteration

    Test a template with a large language model and refine its contents based on the output until it better matches the intended goal.

  • Community resources

    Use examples, documentation, and community resources in the open-source project to learn structured prompt organization.