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langgptai/LangGPT

LangGPT: Empowering everyone to become a prompt expert! 🚀 📌 结构化提示词(Structured Prompt)提出者 📌 元提示词(Meta-Prompt)发起者 📌 最流行的提示词落地范式 | Language of GPT The pioneering framework for structured & meta-prompt design 10,000+ ⭐ | Battle-tested by thousands of users worldwide Created by 云中江树 observed · 2026-08-28

github.com/langgptai/LangGPT · homepage · Jupyter Notebook · Apache-2.0 (permissive) observed · 2026-08-28

Health v2 · maintenance only

71/100

  • Activity 92
  • Release rhythm 35
  • Longevity 86

Flags: no_releases

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 1215
  • days_rel: n/a
  • days_push: 48
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

12457 stars · 942 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

LangGPT is a structured, reusable prompt design framework for large language models, offering template-based methodology with variables, commands, and conditional logic. It is the most widely adopted structured prompt paradigm in the Chinese AI community, backed by an arXiv paper and extensive documentation.

Use cases

  • write high-quality structured prompts for ChatGPT or Claude
  • learn prompt engineering from scratch
  • create reusable prompt templates for LLMs
  • design meta-prompts that generate other prompts
  • standardize prompt writing across a team
  • improve GPT-4 output quality with structured instructions

When to choose

  • you want a battle-tested, widely adopted structured prompt methodology
  • you need reusable, modular prompt templates rather than one-off prompts
  • you want community resources and examples in Chinese and English

When to avoid

  • you need executable software or a runtime tool rather than a methodology and templates
  • you prefer purely ad-hoc conversational prompting without structure
  • you need a programmatic prompt library with API integrations

Facets

framework · maturity active

prompt-engineering agent-framework documentation large-language-models artificial-intelligence tutorials cross-platform structured-prompts meta-prompting chatgpt claude prompt-templates chinese-community

2 sources

Member repositories

RepositoryRoleHealth v2
langgptai/LangGPTmain71

For agents

markdown · JSON · MCP: product_card(name="langgptai/LangGPT")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem