langgptai/LangGPT

Prompt Engineering

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

GitHub →Website →

6.9

GitHub Metrics

Stars

12.2k

Forks

934

Open Issues

—

Watchers

101

Contributors

Weekly Commits

Language

Jupyter Notebook

License

Apache-2.0

Last Commit

May 29, 2026

Created

May 6, 2023

Latest Release

—

Release Date

—

Synced: Jun 3, 2026

Quality Scores

Documentation Qualityw: 20%

7.2

Has docs site (https://github.com/langgptai). Description: 287 chars. Stars signal: 12,153. Contributors: 8. Score: 7.2/10

Community Healthw: 20%

6.7

Stars: 12,153. Contributors: 8. Watchers: 101. Forks: 934. Issue ratio: 0.0%. Score: 6.7/10

Maintenance Velocityw: 15%

5.7

Last commit: 5d ago. Weekly commits: 0. No releases published. Maturity bonus: 3.1y old. Score: 5.7/10

API Design & DXw: 20%

8.1

Stars/issues ratio: 12153. Has documentation site. Permissive license: Apache-2.0. Popularity signal: 12,153 stars. Score: 8.1/10

Production Readinessw: 15%

5.8

Battle-tested: 12,153 stars. Peer review: 8 contributors. No versioned releases. Licensed: Apache-2.0. Age: 3.1 years. Maintenance: last commit 5d ago. Score: 5.8/10

Ecosystem Integrationw: 10%

7.7

Fork interest: 934. Ecosystem: Jupyter Notebook. Integration-friendly: Apache-2.0. Adoption: 12,153 stars. Has web presence. Score: 7.7/10