STACKQUADRANT

shobrook/promptimal

Prompt Engineering

A very fast, very minimal prompt optimizer

3.5
GitHub Metrics
Stars
302
Forks
15
Open Issues
3
Watchers
5
Contributors
1
Weekly Commits
0
Language
Python
License
MIT
Last Commit
Jan 5, 2025
Created
Nov 11, 2024
Latest Release
Release Date
Synced: Apr 16, 2026
Quality Scores
Documentation Qualityw: 20%
3.2

No dedicated docs site. Description: 42 chars. Stars signal: 302. Contributors: 1. Score: 3.2/10

Community Healthw: 20%
2.7

Stars: 302. Contributors: 1. Watchers: 5. Forks: 15. Issue ratio: 1.0%. Score: 2.7/10

Maintenance Velocityw: 15%
1.0

Last commit: 466d ago. Weekly commits: 0. No releases published. Maturity bonus: 1.4y old. Score: 1/10

API Design & DXw: 20%
6.8

Stars/issues ratio: 101. Dynamic language: Python. No dedicated API docs. Permissive license: MIT. Popularity signal: 302 stars. Score: 6.8/10

Production Readinessw: 15%
2.1

Battle-tested: 302 stars. Peer review: 1 contributors. No versioned releases. Licensed: MIT. Age: 1.4 years. Maintenance: last commit 466d ago. Score: 2.1/10

Ecosystem Integrationw: 10%
4.8

Fork interest: 15. Major ecosystem: Python. Integration-friendly: MIT. Adoption: 302 stars. Score: 4.8/10

Tags
evolutionary-algorithmgenetic-algorithmprompt-engineeringprompt-learningprompt-optimizationprompt-tuning
Radar
Documentation Quality
Community Health
Maintenance Velocity
API Design & DX
Production Readiness
Ecosystem Integration