jxzhangjhu/Awesome-LLM-Prompt-Optimization

Prompt Engineering

Awesome-LLM-Prompt-Optimization: a curated list of advanced prompt optimization and tuning methods in Large Language Models

GitHub →

4.4

GitHub Metrics

Stars

420

Forks

Open Issues

Watchers

Contributors

Weekly Commits

Language

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License

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Last Commit

Oct 20, 2026

Created

Oct 26, 2023

Latest Release

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Release Date

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Synced: Oct 27, 2026

Quality Scores

Documentation Qualityw: 20%

4.2

No dedicated docs site. Description: 123 chars. Stars signal: 420. Contributors: 10. Score: 4.2/10

Community Healthw: 20%

4.2

Stars: 420. Contributors: 10. Watchers: 9. Forks: 24. Issue ratio: 0.7%. Score: 4.2/10

Maintenance Velocityw: 15%

5.7

Last commit: 6d ago. Weekly commits: 0. No releases published. Maturity bonus: 3.0y old. Score: 5.7/10

API Design & DXw: 20%

5.9

Stars/issues ratio: 140. No dedicated API docs. No license specified. Popularity signal: 420 stars. Score: 5.9/10

Production Readinessw: 15%

2.7

Battle-tested: 420 stars. Peer review: 10 contributors. No versioned releases. No license (risky for production). Age: 3.0 years. Maintenance: last commit 6d ago. Score: 2.7/10

Ecosystem Integrationw: 10%

2.3

Fork interest: 24. No license (integration risk). Adoption: 420 stars. Score: 2.3/10