# First contribution 1. Run the checks in the README. 2. Trace one function and its test. 3. Pick an open issue and write an edge-case test. 4. Commit the smallest useful change and open a draft PR. 5. Inspect the diff and record observed results. Sample data is synthetic. No outside accounts or service credentials are needed.