osslab-pku/gfi-bot

[Working in Progress] ML-powered 🤖 for finding and labeling good first issues in your GitHub project!

41
/ 100
Emerging

Uses a modular Python architecture with four decoupled services (data collection, model training, REST backend, and TypeScript frontend) that communicate through MongoDB as a central store. Employs supervised ML trained on historical issue resolution patterns to classify and rank issues by approachability. Deploys as a GitHub App with periodic incremental data updates and model retraining to continuously improve recommendations across registered repositories.

No Package No Dependents
Maintenance 6 / 25
Adoption 8 / 25
Maturity 9 / 25
Community 18 / 25

How are scores calculated?

Stars

45

Forks

16

Language

Python

License

GPL-3.0

Last pushed

Dec 01, 2025

Commits (30d)

0

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/osslab-pku/gfi-bot"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.