STACKQUADRANT

automl/promptolution

Prompt Engineering

A unified, modular Framework for Prompt Optimization

4.9
GitHub Metrics
Stars
157
Forks
13
Open Issues
11
Watchers
2
Contributors
8
Weekly Commits
0
Language
Python
License
Apache-2.0
Last Commit
Sep 24, 2026
Created
Jul 21, 2024
Latest Release
v2.3.0
Release Date
Sep 24, 2026
Synced: Oct 18, 2026
Quality Scores
Documentation Qualityw: 20%
5.1

Has docs site (https://automl.github.io/promptolution/). Description: 52 chars. Stars signal: 157. Contributors: 8. Score: 5.1/10

Community Healthw: 20%
2.8

Stars: 157. Contributors: 8. Watchers: 2. Forks: 13. Issue ratio: 7.0%. Score: 2.8/10

Maintenance Velocityw: 15%
7.4

Last commit: 23d ago. Weekly commits: 0. Latest release: v2.3.0. Maturity bonus: 2.2y old. Score: 7.4/10

API Design & DXw: 20%
5.6

Stars/issues ratio: 14. Dynamic language: Python. Has documentation site. Permissive license: Apache-2.0. Popularity signal: 157 stars. Score: 5.6/10

Production Readinessw: 15%
4.1

Battle-tested: 157 stars. Peer review: 8 contributors. Versioned: v2.3.0. Licensed: Apache-2.0. Age: 2.2 years. Maintenance: last commit 23d ago. Score: 4.1/10

Ecosystem Integrationw: 10%
4.4

Fork interest: 13. Major ecosystem: Python. Integration-friendly: Apache-2.0. Adoption: 157 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