STACKQUADRANT

automl/promptolution

Prompt Engineering

A unified, modular Framework for Prompt Optimization

5.0
GitHub Metrics
Stars
137
Forks
14
Open Issues
4
Watchers
2
Contributors
7
Weekly Commits
0
Language
Python
License
Apache-2.0
Last Commit
May 28, 2026
Created
Jul 21, 2024
Latest Release
v2.2.3
Release Date
May 24, 2026
Synced: Jun 3, 2026
Quality Scores
Documentation Qualityw: 20%
4.9

Has docs site (https://automl.github.io/promptolution/). Description: 52 chars. Stars signal: 137. Contributors: 7. Score: 4.9/10

Community Healthw: 20%
3.0

Stars: 137. Contributors: 7. Watchers: 2. Forks: 14. Issue ratio: 2.9%. Score: 3/10

Maintenance Velocityw: 15%
7.6

Last commit: 6d ago. Weekly commits: 0. Latest release: v2.2.3. Maturity bonus: 1.9y old. Score: 7.6/10

API Design & DXw: 20%
6.1

Stars/issues ratio: 34. Dynamic language: Python. Has documentation site. Permissive license: Apache-2.0. Popularity signal: 137 stars. Score: 6.1/10

Production Readinessw: 15%
4.0

Battle-tested: 137 stars. Peer review: 7 contributors. Versioned: v2.2.3. Licensed: Apache-2.0. Age: 1.9 years. Maintenance: last commit 6d ago. Score: 4/10

Ecosystem Integrationw: 10%
4.4

Fork interest: 14. Major ecosystem: Python. Integration-friendly: Apache-2.0. Adoption: 137 stars. Has web presence. Score: 4.4/10

Tags
automated-prompt-engineeringautomated-prompt-optimizationllmpromptprompt-engineeringprompt-optimizationprompt-tuning
Radar
Documentation Quality
Community Health
Maintenance Velocity
API Design & DX
Production Readiness
Ecosystem Integration