STACKQUADRANT

automl/promptolution

Prompt Engineering

A unified, modular Framework for Prompt Optimization

4.8
GitHub Metrics
Stars
126
Forks
9
Open Issues
2
Watchers
2
Contributors
5
Weekly Commits
0
Language
Python
License
Apache-2.0
Last Commit
Mar 2, 2026
Created
Jul 21, 2024
Latest Release
v2.2.2
Release Date
Feb 24, 2026
Synced: Apr 16, 2026
Quality Scores
Documentation Qualityw: 20%
4.5

Has docs site (https://automl.github.io/promptolution/). Description: 52 chars. Stars signal: 126. Contributors: 5. Score: 4.5/10

Community Healthw: 20%
2.8

Stars: 126. Contributors: 5. Watchers: 2. Forks: 9. Issue ratio: 1.6%. Score: 2.8/10

Maintenance Velocityw: 15%
7.0

Last commit: 45d ago. Weekly commits: 0. Latest release: v2.2.2. Maturity bonus: 1.7y old. Score: 7/10

API Design & DXw: 20%
6.4

Stars/issues ratio: 63. Dynamic language: Python. Has documentation site. Permissive license: Apache-2.0. Popularity signal: 126 stars. Score: 6.4/10

Production Readinessw: 15%
3.8

Battle-tested: 126 stars. Peer review: 5 contributors. Versioned: v2.2.2. Licensed: Apache-2.0. Age: 1.7 years. Maintenance: last commit 45d ago. Score: 3.8/10

Ecosystem Integrationw: 10%
4.4

Fork interest: 9. Major ecosystem: Python. Integration-friendly: Apache-2.0. Adoption: 126 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