lousy-api-eval
February 28, 2026 · View on GitHub
Evaluation framework for measuring the impact of GitHub Copilot instructions on REST API code quality across models.
Uses an automotive dealership vehicle quoting domain with two sequential tasks — a greenfield API build and an expansion task — scored via acceptance tests, a manual scorecard, and static analysis metrics. The run matrix is (model) × (instruction variant) × (2 tasks).
See .github/specs/lousy-init-api-eval-spec.md for the full evaluation spec, task prompts, and scorecard.