Free-Model PR Triage: A Working Script for Maintainers

Описание и применение

Скрипт использует бесплатную модель LLM для предварительной классификации PR‑ов, выделяя риск, наличие тестов и приоритет, чтобы ускорить ручную ревью.

Задача

Maintainers are overwhelmed by pull requests; most PRs do not need full review, but current triage consumes hours.

Результат

The script reduces manual triage effort by automatically classifying PRs into risk categories and queue priorities, while keeping humans in control for final review.

Рабочий процесс

• Collect PR metadata with GitHub CLI and truncate diff to 200 lines
• Build a structured JSON prompt for the LLM
• Call a free OpenAI‑compatible endpoint (MonkeyCode) to get risk, missing_tests, summary, questions
• Apply a decision table to assign triage action (request changes, full review, normal queue, etc.)

Доказательства

Free models fail. They miss subtle logic. They invent file names. They cannot run the test suite.

Источник

Never merge based on model output. Never skip human review for security or payment code.

Источник